{
  "version": "1.0",
  "generated": "2026-05-04",
  "total": 189,
  "note": "Compact EN index for AI agent ingestion. Full claim text: read data/{file}. Search: node scripts/query.js --help",
  "categories": {
    "psychology": {
      "label": "Psychology & Cognitive Impact",
      "description": "Audience attention metrics, cognitive load, behavioral influence, and orienting response data.",
      "count": 11,
      "path": "data/psychology/"
    },
    "environment": {
      "label": "Environmental Impact & Emissions",
      "description": "Energy consumption, CO2 emissions, light pollution (skyglow), and ecological disruption.",
      "count": 17,
      "path": "data/environment/"
    },
    "urban": {
      "label": "Urban Infrastructure & Spatial Analysis",
      "description": "Visual pollution, public space privatization, physical obstruction, and pedestrian flow.",
      "count": 11,
      "path": "data/urban/"
    },
    "economy": {
      "label": "Economy & Advertised Emissions",
      "description": "Overconsumption, Scope 3 emissions, status anxiety, and socioeconomic inequality.",
      "count": 10,
      "path": "data/economy/"
    },
    "health": {
      "label": "Public Health",
      "description": "Harmful product promotion (junk food, gambling), obesity rates, and societal health externalities.",
      "count": 22,
      "path": "data/health/"
    },
    "culture": {
      "label": "Culture & Heritage",
      "description": "Cultural homogenization, commercialization of historical heritage, and loss of local identity.",
      "count": 9,
      "path": "data/culture/"
    },
    "equity": {
      "label": "Spatial Equity & Demographics",
      "description": "Disproportionate exposure of vulnerable communities and environmental justice.",
      "count": 6,
      "path": "data/equity/"
    },
    "regulation": {
      "label": "Regulatory Frameworks",
      "description": "Smart city planning laws, zoning bans, digital upgrade loopholes, and self-regulation failures.",
      "count": 43,
      "path": "data/regulation/"
    },
    "resources": {
      "label": "Resource Consumption",
      "description": "Grid impact, kW/h measurement, hardware lifecycle, and externalities of DOOH operation.",
      "count": 12,
      "path": "data/resources/"
    },
    "politics": {
      "label": "Politics & Public-Private Partnerships",
      "description": "Lobbying influence, infrastructure financing, and privatization of municipal assets.",
      "count": 25,
      "path": "data/politics/"
    },
    "safety": {
      "label": "Traffic Safety",
      "description": "Driver distraction studies, accident risks due to DOOH, and lighting glare hazards.",
      "count": 10,
      "path": "data/safety/"
    },
    "privacy": {
      "label": "Privacy & Data Surveillance",
      "description": "Programmatic audience tracking, facial detection, and Wi-Fi sniffing in public spaces.",
      "count": 9,
      "path": "data/privacy/"
    },
    "alternatives": {
      "label": "Civic Alternatives & Solutions",
      "description": "Arts funding, civic space utilization, and ad-free municipal revenue models.",
      "count": 4,
      "path": "data/alternatives/"
    }
  },
  "claims": [
    {
      "id": "psych-001",
      "title": "Media exposure causes eating disorders in children and adolescents",
      "category": "psychology",
      "impact_score": 8,
      "year": 2006,
      "source_type": "peer-reviewed",
      "institution": "PubMed Central / National Institutes of Health",
      "source_url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC2792687/",
      "source_urls": [
        "https://pmc.ncbi.nlm.nih.gov/articles/PMC2792687/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "children",
        "adolescents",
        "body-image",
        "eating-disorders",
        "mental-health",
        "media-exposure"
      ],
      "summary": "Media content — particularly advertising — promotes unrealistic body ideals in children and adolescents. The study documents the causal link between media exposure and the development of eating disorders such as anorexia nervosa and bulimia nervosa.",
      "finding": "Body dissatisfaction in children and adolescents is directly associated with media consumption and leads to reduced quality of life, deteriorated mood, and unhealthy eating habits. Advertising that portrays unrealistic ideals of thinness is a primary trigger.",
      "file": "data/psychology/psych-001.md"
    },
    {
      "id": "psych-002",
      "title": "Advertising causes body shame, depression, and anxiety disorders in adolescents",
      "category": "psychology",
      "impact_score": 8,
      "year": 2024,
      "source_type": "peer-reviewed",
      "institution": "PubMed Central",
      "source_url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC11103119/",
      "source_urls": [
        "https://pmc.ncbi.nlm.nih.gov/articles/PMC11103119/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "adolescents",
        "body-shame",
        "depression",
        "anxiety",
        "body-image",
        "self-objectification"
      ],
      "summary": "Self-objectification through advertising exposure is linked to body shame, depression, anxiety, and eating disorders. The study analyzes the psychological mechanisms through which advertising content damages the self-image of young people.",
      "finding": "Exposure to beauty and diet content from advertising accelerates the development of eating disorders. A report by the Center for Countering Digital Hate (2023) found that algorithmically delivered content worsened body image anxiety in 70% of adolescents. Outdoor advertising permanently transports the same images into public space.",
      "file": "data/psychology/psych-002.md"
    },
    {
      "id": "psych-003",
      "title": "Attention-getting advertising tactics can trigger perceptions of manipulative intent",
      "category": "psychology",
      "impact_score": 7,
      "year": 1995,
      "source_type": "peer-reviewed",
      "institution": "Journal of Consumer Psychology, Wiley",
      "source_url": "https://api.crossref.org/works/10.1207/s15327663jcp0403_02",
      "source_urls": [
        "https://api.crossref.org/works/10.1207/s15327663jcp0403_02"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "manipulation",
        "attention",
        "persuasion",
        "consumer-psychology",
        "unconscious-influence"
      ],
      "summary": "Advertising tactics designed to attract attention can lead consumers to infer manipulative intent. This perceived manipulative intent reduces attitudes toward the ad, brand attitudes, and purchase intentions.",
      "finding": "The study examines two attention-getting TV advertising tactics and shows that perceived manipulative intent is mediated by perceived imbalances in personal and advertiser costs and benefits. It does not directly measure OOH effects, but provides a relevant psychological model for intrusive advertising formats.",
      "file": "data/psychology/psych-003.md"
    },
    {
      "id": "psych-004",
      "title": "Subliminal messages influence decisions below the threshold of consciousness over the long term",
      "category": "psychology",
      "impact_score": 7,
      "year": 2018,
      "source_type": "peer-reviewed",
      "institution": "PubMed Central / Neuroscience research",
      "source_url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC6204644/",
      "source_urls": [
        "https://pmc.ncbi.nlm.nih.gov/articles/PMC6204644/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "subliminal",
        "unconscious-influence",
        "decision-making",
        "cognitive-manipulation",
        "neuroscience"
      ],
      "summary": "Neuroscientific research confirms that subliminal messages can influence decisions under certain conditions — particularly when they align with existing needs or desires. These effects are demonstrable over the long term.",
      "finding": "Subliminal messages can steer decisions in a particular direction without the affected person noticing. Advertising deliberately exploits these mechanisms: brief image sequences, subliminal messages, and emotional conditioning in outdoor advertising influence behavior below the threshold of conscious perception.",
      "file": "data/psychology/psych-004.md"
    },
    {
      "id": "psych-005",
      "title": "Subliminal advertising demonstrably influences purchasing behavior",
      "category": "psychology",
      "impact_score": 6,
      "year": 2019,
      "source_type": "peer-reviewed",
      "institution": "Munich Personal RePEc Archive (MPRA)",
      "source_url": "https://mpra.ub.uni-muenchen.de/92124/",
      "source_urls": [
        "https://mpra.ub.uni-muenchen.de/92124/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "subliminal",
        "consumer-behavior",
        "unconscious-influence",
        "purchasing"
      ],
      "summary": "Empirical study examining the influence of subliminal advertising on purchasing behavior. Non-marketing experts and young consumers are particularly susceptible to unconscious influence through advertising messages.",
      "finding": "Subliminal advertising measurably influences purchasing behavior, especially among groups without media literacy training. Children and adolescents, as well as individuals without marketing knowledge, are most severely affected.",
      "file": "data/psychology/psych-005.md"
    },
    {
      "id": "psych-006",
      "title": "Field study: visibility is a precondition for creative billboards to increase brand memory",
      "category": "psychology",
      "impact_score": 6,
      "year": 2015,
      "source_type": "peer-reviewed",
      "institution": "International Journal of Advertising / Taylor & Francis",
      "source_url": "https://dialnet.unirioja.es/servlet/articulo?codigo=5125676",
      "source_urls": [
        "https://dialnet.unirioja.es/servlet/articulo?codigo=5125676"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "attention",
        "memory",
        "outdoor-advertising",
        "visual-saliency"
      ],
      "summary": "A field study of billboards along an urban expressway finds that creativity alone does not reliably increase brand memory. Only when an ad crosses an attention threshold through size, visual salience, or brand familiarity can creativity improve recognition.",
      "finding": "The study finds evidence for an \"attention capture threshold\": creative design improves brand memory in this field context only when the billboard is already sufficiently conspicuous in the visual field. Billboard size, visual salience, and brand familiarity increase recognition rates.",
      "file": "data/psychology/psych-006.md"
    },
    {
      "id": "env-001",
      "title": "DarkSky: electronic billboards can be up to ten times brighter at night than traditional billboards and worsen light pollution",
      "category": "environment",
      "impact_score": 8,
      "year": 2023,
      "source_type": "ngo",
      "institution": "DarkSky International (International Dark-Sky Association)",
      "source_url": "https://darksky.org/resources/guides-and-how-tos/electronic-billboards/",
      "source_urls": [
        "https://darksky.org/resources/guides-and-how-tos/electronic-billboards/"
      ],
      "source_count": 1,
      "verification_status": "corrected",
      "verification_note": "DarkSky supports high luminance, glare, lack of shielding, curfews, and ecological/light-pollution risk. The previous 30x household-energy headline was not supported by the cited DarkSky source and was replaced.",
      "tags": [
        "energy-consumption",
        "digital-billboards",
        "light-pollution",
        "carbon-footprint",
        "environment"
      ],
      "summary": "DarkSky International documents that electronic message centers and digital billboards can intensify glare, skyglow, and ecological light pollution when brightness, curfews, and shielding are not tightly regulated.",
      "finding": "DarkSky states that electronic message centers can be up to ten times brighter at night than traditional billboards. Their changing, high-luminance displays can emit light beyond the intended viewing area and increase nuisance glare and skyglow unless constrained by strict brightness limits, shielding, and night-time shutoff rules.",
      "file": "data/environment/env-001.md"
    },
    {
      "id": "env-002",
      "title": "Scope3: display and streaming advertising emit an estimated 7.2 MtCO2e/year — DOOH share not separately quantified",
      "category": "environment",
      "impact_score": 8,
      "year": 2023,
      "source_type": "commercial-research",
      "institution": "Scope3",
      "source_url": "https://scope3.com/news/the-state-of-sustainable-advertising-q2-2023",
      "source_urls": [
        "https://scope3.com/news/the-state-of-sustainable-advertising-q2-2023",
        "https://www.iabuk.com/sites/default/files/member-content/2023-08/Scope3%20State%20of%20Sustainable%20Advertising%20Report%20Q2%202023_FINAL.pdf"
      ],
      "source_count": 2,
      "verification_status": "corrected",
      "verification_note": "Previous wording used an unsupported aviation-sector comparison and attributed the 7.2 MtCO2e figure to peer-reviewed literature. Revised to Scope3 commercial estimate for display + streaming ads; DOOH share is not separately quantified.",
      "tags": [
        "climate",
        "co2",
        "carbon-footprint",
        "digital-advertising",
        "aviation",
        "energy",
        "global"
      ],
      "summary": "Scope3's State of Sustainable Advertising Q2 2023 estimates that display and streaming advertising generate 7.2 million tonnes of CO2e per year. This is a commercial measurement-sector estimate, not a peer-reviewed DOOH-specific figure.",
      "finding": "The 7.2 MtCO2e estimate covers display and streaming advertising as a digital-advertising footprint. It does not separately quantify digital out-of-home screens, and the source does not support the earlier aviation-sector comparison.",
      "file": "data/environment/env-002.md"
    },
    {
      "id": "env-003",
      "title": "Online advertising causes measurable energy and CO₂ costs",
      "category": "environment",
      "impact_score": 8,
      "year": 2018,
      "source_type": "peer-reviewed",
      "institution": "Environmental Impact Assessment Review",
      "source_url": "https://e-archivo.uc3m.es/entities/publication/f2febe8a-b1da-4f8a-8040-210b0434d82f",
      "source_urls": [
        "https://e-archivo.uc3m.es/entities/publication/f2febe8a-b1da-4f8a-8040-210b0434d82f",
        "https://research.aalto.fi/en/publications/environmental-impact-assessment-of-online-advertising",
        "https://www.osti.gov/biblio/22791414"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "energy-consumption",
        "environmental-impact",
        "digital-advertising",
        "lifecycle-assessment"
      ],
      "summary": "Peer-reviewed environmental impact assessment of online advertising. The study develops a modular framework for calculating the energy use and CO₂e emissions of internet-based services and applies it to online advertising.",
      "finding": "The study estimates that online advertising in 2016 consumed roughly 20 to 282 TWh of energy and caused 11.5 to 159.9 million tonnes CO₂e; invalid or fraudulent ad traffic added an estimated 2.65 to 36.78 million tonnes CO₂e. The uncertainty range is large, but the energy and emissions contribution is measurable rather than zero.",
      "file": "data/environment/env-003.md"
    },
    {
      "id": "env-004",
      "title": "Light pollution from outdoor advertising harms wildlife and disrupts human sleep",
      "category": "environment",
      "impact_score": 8,
      "year": 2023,
      "source_type": "ngo",
      "institution": "DarkSky International",
      "source_url": "https://darksky.org/what-we-do/advancing-responsible-outdoor-lighting/research/",
      "source_urls": [
        "https://darksky.org/what-we-do/advancing-responsible-outdoor-lighting/research/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "light-pollution",
        "wildlife",
        "nocturnal-animals",
        "sleep-disorders",
        "birds",
        "insects",
        "ecosystem"
      ],
      "summary": "Light from digital billboards and illuminated outdoor advertising affects the behavior of nocturnal animals and disrupts biological rhythms in both humans and animals. Global light pollution is increasing by 6% annually.",
      "finding": "Artificial light from billboards disrupts the reproduction, foraging, and orientation of nocturnal animals: birds, bats, frogs, and insects become disoriented or are directly harmed. For humans: excessive artificial light at night leads to sleep disorders, endocrine disruptions, and increased cancer risk (melatonin suppression).",
      "file": "data/environment/env-004.md"
    },
    {
      "id": "urban-001",
      "title": "Visual pollution from advertising lowers quality of life in cities",
      "category": "urban",
      "impact_score": 8,
      "year": 2014,
      "source_type": "book",
      "institution": "University College London, The Bartlett School of Planning / Routledge",
      "source_url": "https://www.routledge.com/Visual-Pollution-Advertising-Signage-and-Environmental-Quality/Portella/p/book/9781138273764",
      "source_urls": [
        "https://www.routledge.com/Visual-Pollution-Advertising-Signage-and-Environmental-Quality/Portella/p/book/9781138273764"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "visual-pollution",
        "urban-quality",
        "quality-of-life",
        "signage",
        "planning",
        "architecture"
      ],
      "summary": "An empirical comparative study (UK and Brazil) on the negative effects of commercial signage and advertising on the visual quality of urban spaces and the quality of life of residents. Examined from architectural, planning, and psychological perspectives.",
      "finding": "Commercial signage and outdoor advertising have demonstrably negative consequences for the visual quality of urban spaces and the well-being of residents. The study establishes that visual overload from advertising acts as an environmental stressor.",
      "file": "data/urban/urban-001.md"
    },
    {
      "id": "urban-002",
      "title": "Outdoor advertising is a measurable source of visual pollution — cities lack a regulatory methodology",
      "category": "urban",
      "impact_score": 7,
      "year": 2016,
      "source_type": "peer-reviewed",
      "institution": "International Journal of Geographical Information Science, Taylor & Francis",
      "source_url": "https://openurl.ebsco.com/contentitem/doi%3A10.1080/13658816.2015.1104316?id=ebsco%3Adoi%3A10.1080%2F13658816.2015.1104316&sid=ebsco%3Aplink%3Acrawler",
      "source_urls": [
        "https://openurl.ebsco.com/contentitem/doi%3A10.1080/13658816.2015.1104316?id=ebsco%3Adoi%3A10.1080%2F13658816.2015.1104316&sid=ebsco%3Aplink%3Acrawler",
        "https://api.crossref.org/works/10.1080/13658816.2015.1104316"
      ],
      "source_count": 2,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "visual-pollution",
        "measurement",
        "regulation",
        "urban-planning",
        "outdoor-advertising"
      ],
      "summary": "Development of a methodology for measuring visual pollution caused by outdoor advertising on urban streets, combining intervisibility analysis with public surveys. Demonstrates that over-stimulating advertising is a quantifiable source of visual pollution.",
      "finding": "Outdoor advertising is a measurable source of visual pollution on urban streets. Cities lack standardized measurement methods, which makes effective regulation impossible. The study provides, for the first time, a scientific tool for quantifying the problem.",
      "file": "data/urban/urban-002.md"
    },
    {
      "id": "urban-003",
      "title": "Visual pollution causes stress, anxiety, and diminished mental health",
      "category": "urban",
      "impact_score": 8,
      "year": 2024,
      "source_type": "peer-reviewed",
      "institution": "Scientific Reports, Nature Publishing Group",
      "source_url": "https://www.nature.com/articles/s41598-024-56403-9",
      "source_urls": [
        "https://www.nature.com/articles/s41598-024-56403-9"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "visual-pollution",
        "stress",
        "anxiety",
        "mental-health",
        "urban-environment",
        "quality-of-life"
      ],
      "summary": "A European comparative study on urban visual pollution, published in Nature Scientific Reports. Shows that visual pollution is far more than an aesthetic problem — it acts as an environmental stressor with direct health consequences.",
      "finding": "Visual pollution is a significant environmental problem driven by rapid urbanization. It is not merely an aesthetic nuisance, but acts directly on mental health: it contributes to anxiety, stress, and reduced quality of life. Advertising is one of the primary drivers of visual pollution in urban spaces.",
      "file": "data/urban/urban-003.md"
    },
    {
      "id": "urban-004",
      "title": "Outdoor advertising subjects urban communication spaces to commercial rules",
      "category": "urban",
      "impact_score": 9,
      "year": 2021,
      "source_type": "peer-reviewed",
      "institution": "Urban Studies Journal, SAGE Publications",
      "source_url": "https://pure.royalholloway.ac.uk/en/publications/dismantling-the-advertising-city-subvertising-and-the-urban-commo/",
      "source_urls": [
        "https://pure.royalholloway.ac.uk/en/publications/dismantling-the-advertising-city-subvertising-and-the-urban-commo/",
        "https://api.crossref.org/works/10.1177/0263775820946755"
      ],
      "source_count": 2,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "public-space",
        "privatization",
        "commons",
        "urban-politics",
        "democracy",
        "advertising-city"
      ],
      "summary": "Critical urban analysis of subvertising and outdoor advertising. The study describes the \"advertising city\" as a regime that orders the communicative use of urban surfaces and makes alternatives to commercial use of public sightlines visible.",
      "finding": "Based on 24 months of ethnography with subvertising actors, Dekeyser argues that outdoor advertising stabilizes a hegemonic spatial order of urban communication. This order separates urban expression surfaces from common use and shows that access to urban communication is unevenly distributed.",
      "file": "data/urban/urban-004.md"
    },
    {
      "id": "urban-005",
      "title": "Systematic review: visual pollution as a growing environmental problem",
      "category": "urban",
      "impact_score": 7,
      "year": 2024,
      "source_type": "peer-reviewed",
      "institution": "Land (MDPI), peer-reviewed open-access journal",
      "source_url": "https://doaj.org/article/16671ce837af42739771b0dc623c8105",
      "source_urls": [
        "https://doaj.org/article/16671ce837af42739771b0dc623c8105",
        "https://ideas.repec.org/a/gam/jlands/v13y2024i7p994-d1429349.html",
        "https://api.crossref.org/works/10.3390/land13070994"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "visual-pollution",
        "systematic-review",
        "urban",
        "regulation",
        "environment"
      ],
      "summary": "A systematic literature review on visual pollution as an environmental problem. Identifies research gaps and methodological approaches to measurement and regulation. Published in 2024 in MDPI Land.",
      "finding": "Visual pollution is a recognized and growing environmental problem. Research shows consistent negative impacts on well-being and urban quality. Outdoor advertising is one of the primary drivers, yet it is barely captured by urban environmental regulations.",
      "file": "data/urban/urban-005.md"
    },
    {
      "id": "econ-001",
      "title": "Status consumption and status anxiety are associated with debt and unsustainable consumption",
      "category": "economy",
      "impact_score": 8,
      "year": 2022,
      "source_type": "peer-reviewed",
      "institution": "Social Sciences & Humanities Open",
      "source_url": "https://pure.york.ac.uk/portal/en/publications/income-inequality-status-consumption-and-status-anxiety-an-explor",
      "source_urls": [
        "https://pure.york.ac.uk/portal/en/publications/income-inequality-status-consumption-and-status-anxiety-an-explor",
        "https://pure.york.ac.uk/portal/en/publications/income-inequality-status-consumption-and-status-anxiety-an-explor",
        "https://doaj.org/article/1223c596305946fa93e651f7336eafd7"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "status-anxiety",
        "debt",
        "inequality",
        "consumption",
        "sustainability",
        "overconsumption"
      ],
      "summary": "Exploratory review on the relationship between income inequality, status consumption, and status anxiety. The source supports associations with household debt, spatial inequalities, unsustainable consumption, and higher CO₂ emissions, but not a direct causal effect of individual advertising campaigns.",
      "finding": "Income inequality is linked in the literature to higher status consumption and status anxiety. The review identifies status anxiety as a plausible mechanism through which unequal contexts can contribute to status-driven consumption, household debt, longer commutes, and higher CO₂ emissions.",
      "file": "data/economy/econ-001.md"
    },
    {
      "id": "econ-002",
      "title": "Rising inequality driven by advertising pressure fuels consumer credit",
      "category": "economy",
      "impact_score": 8,
      "year": 2005,
      "source_type": "peer-reviewed",
      "institution": "Quantitative Marketing and Economics, Springer Nature",
      "source_url": "https://link.springer.com/article/10.1007/s11129-005-0351-1",
      "source_urls": [
        "https://link.springer.com/article/10.1007/s11129-005-0351-1"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "consumer-debt",
        "inequality",
        "keeping-up",
        "borrowing",
        "consumption"
      ],
      "summary": "Econometric study on the relationship between rising income inequality and growing consumer debt. Shows that households with smaller income gains take on debt to maintain their consumption relative to wealthier households.",
      "finding": "Rising income inequality substantially increases consumer debt. Households with smaller income gains take on debt to emulate the consumption of wealthier groups — a mechanism that advertising deliberately exploits (\"Keeping up with the Joneses\").",
      "file": "data/economy/econ-002.md"
    },
    {
      "id": "econ-003",
      "title": "Long-term correlation: growing inequality and consumption-driven indebtedness since the 1960s",
      "category": "economy",
      "impact_score": 7,
      "year": 2017,
      "source_type": "government",
      "institution": "National Bureau of Economic Research (NBER)",
      "source_url": "https://www.nber.org/system/files/working_papers/w23655/w23655.pdf",
      "source_urls": [
        "https://www.nber.org/system/files/working_papers/w23655/w23655.pdf"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "inequality",
        "consumption",
        "long-term",
        "economic-history",
        "advertising-effects"
      ],
      "summary": "NBER (National Bureau of Economic Research) working paper documenting the long-term correlation between growing income inequality and consumption patterns in the USA since the 1960s. Analyses how marketing and advertising accelerate status-driven consumption.",
      "finding": "Decades of data confirm the relationship between rising inequality and non-sustainable consumption patterns. Advertising and marketing play a central role in accelerating status-driven consumption that perpetuates inequalities.",
      "file": "data/economy/econ-003.md"
    },
    {
      "id": "econ-004",
      "title": "Higher inequality leads to more status consumption — advertising deliberately exploits this mechanism",
      "category": "economy",
      "impact_score": 7,
      "year": 2020,
      "source_type": "peer-reviewed",
      "institution": "Wharton School of Business, University of Pennsylvania",
      "source_url": "https://marketing.wharton.upenn.edu/wp-content/uploads/2020/07/Leapfrogging-over-the-Joneses-Effects-of-Inequality-on-Conspicuous-and-Inconspicuous-Consumption.pdf",
      "source_urls": [
        "https://marketing.wharton.upenn.edu/wp-content/uploads/2020/07/Leapfrogging-over-the-Joneses-Effects-of-Inequality-on-Conspicuous-and-Inconspicuous-Consumption.pdf"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "conspicuous-consumption",
        "inequality",
        "status-signaling",
        "luxury-advertising",
        "social-comparison"
      ],
      "summary": "Wharton School of Business research study on the effect of income inequality on conspicuous and inconspicuous consumption. Shows that higher inequality leads to more ostentatious (visible) status consumption — precisely what outdoor advertising for high-priced goods incentivises.",
      "finding": "Higher inequality increases status-signalling consumption (conspicuous consumption). Advertising for luxury goods and status products in public space deliberately exploits and amplifies this mechanism — it targets all income groups and generates social comparison processes that lead to irrational purchasing decisions.",
      "file": "data/economy/econ-004.md"
    },
    {
      "id": "health-001",
      "title": "Outdoor food advertising influences adolescents as strongly as TV advertising",
      "category": "health",
      "impact_score": 8,
      "year": 2022,
      "source_type": "peer-reviewed",
      "institution": "BMC Public Health, Springer Nature",
      "source_url": "https://bmcpublichealth.biomedcentral.com/articles/10.1186/s12889-022-13784-8",
      "source_urls": [
        "https://bmcpublichealth.biomedcentral.com/articles/10.1186/s12889-022-13784-8",
        "https://www.who.int/publications/i/item/9789240075412",
        "https://www.who.int/publications/i/item/9789240047518"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "food-marketing",
        "outdoor-advertising",
        "adolescents",
        "eating-behavior",
        "health",
        "children"
      ],
      "summary": "Systematic review study on outdoor food advertising: reach, effectiveness, and impacts on eating behavior and health. Published in BMC Public Health, Springer Nature.",
      "finding": "Outdoor food advertising is as extensive and effective as digital or TV advertising. Skepticism among adolescents does not protect against its effects. Both young children and older adolescents are susceptible. Evidence shows that advertising influences dietary preferences and consumption patterns.",
      "file": "data/health/health-001.md"
    },
    {
      "id": "health-002",
      "title": "Outdoor food advertising is only weakly correlated with adolescent purchasing behavior",
      "category": "health",
      "impact_score": 7,
      "year": 2025,
      "source_type": "peer-reviewed",
      "institution": "Health Promotion International, Oxford Academic",
      "source_url": "https://api.crossref.org/works/10.1093/heapro/daaf016",
      "source_urls": [
        "https://api.crossref.org/works/10.1093/heapro/daaf016"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "Canadian cross-sectional study of outdoor food advertising and self-reported food purchases by 545 adolescents. The source finds only weak or marginal associations; consumption attitudes, ethnicity, and gender explain purchasing behaviour more strongly.",
      "finding": "The availability of outdoor food advertising around home and school environments is only weakly correlated with purchases at fast-food, restaurant, grocery, and convenience outlets. The authors stress that consumption attitudes and sociodemographic factors show larger effect sizes.",
      "file": "data/health/health-002.md"
    },
    {
      "id": "health-003",
      "title": "10% more food advertising per neighborhood → 1.05-fold higher risk of overweight",
      "category": "health",
      "impact_score": 9,
      "year": 2013,
      "source_type": "peer-reviewed",
      "institution": "BMC Public Health, Springer Nature",
      "source_url": "https://bmcpublichealth.biomedcentral.com/articles/10.1186/1471-2458-13-20",
      "source_urls": [
        "https://bmcpublichealth.biomedcentral.com/articles/10.1186/1471-2458-13-20",
        "https://pubmed.ncbi.nlm.nih.gov/23305548/",
        "https://link.springer.com/article/10.1186/1471-2458-13-20"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "obesity",
        "food-advertising",
        "outdoor-advertising",
        "soda",
        "overweight",
        "neighborhood"
      ],
      "summary": "Cross-sectional study quantifying the relationship between the density of food advertising in a neighborhood and the residents' risk of overweight. Published in BMC Public Health.",
      "finding": "A higher proportion of food advertising in neighborhoods is associated with increased rates of overweight and obesity. For every 10% increase in the share of food advertising, the risk of overweight rises by a factor of 1.05. The effect is measurable at the neighborhood level and is statistically significant.",
      "file": "data/health/health-003.md"
    },
    {
      "id": "health-004",
      "title": "WHO: voluntary restrictions on food advertising to children are ineffective",
      "category": "health",
      "impact_score": 9,
      "year": 2023,
      "source_type": "who-report",
      "institution": "World Health Organization (WHO)",
      "source_url": "https://www.who.int/tools/elena/interventions/food-marketing-children",
      "source_urls": [
        "https://www.who.int/tools/elena/interventions/food-marketing-children",
        "https://www.who.int/publications/i/item/9789240075412",
        "https://www.ncbi.nlm.nih.gov/books/NBK592987/",
        "https://www.who.int/news/item/07-07-2023-who-and-unicef-release-toolkit-to-help-countries-protect-children-from-harmful-food-marketing"
      ],
      "source_count": 4,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "children",
        "food-marketing",
        "who",
        "regulation",
        "voluntary-bans",
        "mandatory-policy"
      ],
      "summary": "WHO guideline and ELENA (e-Library of Evidence for Nutrition Actions) intervention on food marketing to children. The WHO recommends binding legislative measures to protect children from marketing for foods high in saturated fats, trans fats, free sugars, and salt.",
      "finding": "Voluntary self-regulatory commitments by the advertising industry are demonstrably ineffective. The WHO calls for binding, state-enforced restrictions — including for outdoor advertising — because otherwise children are left defenseless against aggressive marketing.",
      "file": "data/health/health-004.md"
    },
    {
      "id": "health-005",
      "title": "Harmful marketing kills over 1 million people per year in the US alone",
      "category": "health",
      "impact_score": 10,
      "year": 2025,
      "source_type": "peer-reviewed",
      "institution": "Prevention Science, Springer Nature",
      "source_url": "https://link.springer.com/article/10.1007/s11121-024-01763-x",
      "source_urls": [
        "https://link.springer.com/article/10.1007/s11121-024-01763-x",
        "https://api.crossref.org/works/10.1007/s11121-024-01763-x",
        "https://ouci.dntb.gov.ua/en/works/9QnW1Reo/"
      ],
      "source_count": 3,
      "verification_status": "verified",
      "verification_note": "Prevention Science article is open access and supports the 'well over one million' annual US deaths framing for harmful marketing across reviewed industries. Source year corrected to 2025 publication.",
      "tags": [
        "harmful-marketing",
        "public-health",
        "tobacco",
        "alcohol",
        "food",
        "firearms",
        "mortality",
        "social-determinants"
      ],
      "summary": "Peer-reviewed study in Prevention Science (Springer) analyzing harmful marketing as an overlooked social determinant of health. Examines 6 industries: tobacco, alcohol, pharmaceuticals, processed foods, firearms, and fossil fuels.",
      "finding": "Marketing across 6 industries is causally responsible for disease and death. More than 1 million Americans die annually from the consequences of products promoted through marketing. The study frames harmful marketing as a structural public health determinant — comparable to poverty or lack of education.",
      "file": "data/health/health-005.md"
    },
    {
      "id": "culture-001",
      "title": "Global outdoor advertising acts as a driver of cultural homogenization",
      "category": "culture",
      "impact_score": 7,
      "year": 2003,
      "source_type": "peer-reviewed",
      "institution": "Asian Journal of Communication, Taylor & Francis",
      "source_url": "https://api.crossref.org/works/10.1080/01292980309364830",
      "source_urls": [
        "https://api.crossref.org/works/10.1080/01292980309364830"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "cultural-homogenization",
        "globalization",
        "asean",
        "western-values",
        "local-culture",
        "nation-building"
      ],
      "summary": "Academic analysis of advertising as a culturally homogenising force in the ASEAN region. Examines how international advertising challenges national cultural projects and spreads Western cultural elements worldwide.",
      "finding": "International advertising — particularly for global brands in public space — functions as a global cultural homogenisation force. It spreads a unified Western (primarily American) visual identity and value system across national borders, displacing local cultural ideals.",
      "file": "data/culture/culture-001.md"
    },
    {
      "id": "culture-002",
      "title": "Western advertising displaces local beauty and cultural ideals worldwide",
      "category": "culture",
      "impact_score": 7,
      "year": 2007,
      "source_type": "grey-literature",
      "institution": "GRIN Academic Repository",
      "source_url": "https://www.grin.com/document/75671",
      "source_urls": [
        "https://www.grin.com/document/75671"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "cultural-homogenization",
        "beauty-standards",
        "western-dominance",
        "global-brands",
        "local-culture"
      ],
      "summary": "Academic analysis of how global advertising and consumer culture contribute to the emergence of a homogeneous global culture. Specifically examines global brands (Coca-Cola, Apple, McDonald's) and their effect on cultural convergence.",
      "finding": "Global brands impose a consistent image and value system across national borders, promoting cultural convergence. Local cultural ideals — including beauty standards — are increasingly aligning with Western norms. Outdoor advertising is the primary channel through which these messages penetrate public space.",
      "file": "data/culture/culture-002.md"
    },
    {
      "id": "culture-003",
      "title": "Global social-media platforms can accelerate cultural homogenization",
      "category": "culture",
      "impact_score": 7,
      "year": 2024,
      "source_type": "peer-reviewed",
      "institution": "African Journal of Social and Behavioural Sciences",
      "source_url": "https://journals.aphriapub.com/index.php/AJSBS/article/view/2722",
      "source_urls": [
        "https://journals.aphriapub.com/index.php/AJSBS/article/view/2722"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "cultural-homogenization",
        "cultural-diversity",
        "globalization",
        "local-traditions",
        "outdoor-advertising"
      ],
      "summary": "Current analysis of how social-media platforms spread global, often Western-coded cultural trends and can thereby put local traditions, languages, and identities under pressure. The source discusses social media, not outdoor advertising specifically.",
      "finding": "The source describes social media as ambivalent: it can promote cultural homogenisation through global trends and consumer behaviour, while also making cultural diversity visible and helping local cultures document themselves. The robust finding is a platform and globalization risk, not an OOH-specific effect.",
      "file": "data/culture/culture-003.md"
    },
    {
      "id": "equity-001",
      "title": "Children are exposed to harmful product marketing in public outdoor spaces",
      "category": "equity",
      "impact_score": 9,
      "year": 2022,
      "source_type": "peer-reviewed",
      "institution": "Otago University Research Archive / Health & Place",
      "source_url": "https://hdl.handle.net/10523/19502",
      "source_urls": [
        "https://hdl.handle.net/10523/19502",
        "https://medicalxpress.com/news/2022-10-reveals-children-exposure.html",
        "https://digitalnz.org/records/54938683"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "children",
        "school-routes",
        "harmful-advertising",
        "alcohol",
        "gambling",
        "junk-food",
        "equity"
      ],
      "summary": "Study on the distribution of harmful product marketing (alcohol, unhealthy food, gambling) in public outdoor spaces in the Wellington region of New Zealand/Aotearoa. It uses wearable cameras and GPS data from children and models the effectiveness of different bans.",
      "finding": "Children were exposed to harmful product marketing in public outdoor spaces; alcohol, unhealthy food, and gambling marketing clustered spatially. The modelled effectiveness of bans varied by product type and deprivation, pointing to important equity and policy questions.",
      "file": "data/equity/equity-001.md"
    },
    {
      "id": "equity-002",
      "title": "Low-income neighborhoods and Communities of Color are disproportionately exposed to harmful outdoor advertising",
      "category": "equity",
      "impact_score": 9,
      "year": 2014,
      "source_type": "peer-reviewed",
      "institution": "PubMed / American Journal of Public Health",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/24524512/",
      "source_urls": [
        "https://pubmed.ncbi.nlm.nih.gov/24524512/",
        "https://www.ovid.com/journals/ajph/abstract/10.2105/ajph.2013.301694~the-prevalence-of-harmful-content-on-outdoor-advertising-in",
        "https://ideas.repec.org/a/aph/ajpbhl/10.2105-ajph.2013.301694_9.html",
        "https://pmc.ncbi.nlm.nih.gov/articles/PMC9330687/"
      ],
      "source_count": 4,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "environmental-justice",
        "racial-equity",
        "low-income",
        "communities-of-color",
        "harmful-advertising",
        "spatial-inequality",
        "los-angeles"
      ],
      "summary": "Environmental justice (the fair distribution of environmental benefits and burdens) study in Los Angeles on the spatial inequality of harmful outdoor advertising (alcohol, tobacco, junk food). Reveals structural racism and class inequality in the placement of outdoor advertising.",
      "finding": "Low-income neighborhoods and neighborhoods with a high proportion of people of color bear a disproportionately high burden of harmful outdoor advertising. The distribution is not random but follows patterns that correlate with existing social inequalities — outdoor advertising reinforces and perpetuates these inequalities.",
      "file": "data/equity/equity-002.md"
    },
    {
      "id": "health-006",
      "title": "92% of food advertising targeting children in Germany promotes unhealthy products",
      "category": "health",
      "impact_score": 9,
      "year": 2021,
      "source_type": "government",
      "institution": "Universität Hamburg, Fachbereich BWL, im Auftrag von DANK und AOK-Bundesverband",
      "source_url": "https://www.bwl.uni-hamburg.de/irdw/dokumente/kindermarketing2021effertzunihh.pdf",
      "source_urls": [
        "https://www.bwl.uni-hamburg.de/irdw/dokumente/kindermarketing2021effertzunihh.pdf",
        "https://www.dank-allianz.de/pressemeldung/studie-kinder-sehen-pro-tag-15-werbungen-fuer-ungesundes-essen.html",
        "https://www.aerzteblatt.de/news/kinder-sehen-pro-tag-15-werbeanzeigen-fuer-ungesunde-lebensmittel-9b4343cf-e767-4eb1-a3cb-2bdd5343d2f2",
        "https://www.bips-institut.de/forschung/forschungsergebnisse/hamburger-studie-schutz-fuer-kinder-vor-gezielter-werbung-fuer-ungesundes-essen.html"
      ],
      "source_count": 4,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "children",
        "food-marketing",
        "germany",
        "unhealthy-food",
        "television",
        "internet",
        "deutsch"
      ],
      "summary": "Study by the University of Hamburg, commissioned by the Deutsche Allianz Nichtübertragbare Krankheiten (DANK — German Alliance for Non-Communicable Diseases) and the AOK-Bundesverband (national health insurer federation). Systematically analyzes food advertising directed at children in Germany.",
      "finding": "A child between 3 and 13 years of age in Germany sees an average of 15 food advertisements for unhealthy products per day (5 online, 10 on television). 92% of all food advertisements directed at children concern unhealthy products (89% on TV, 98% online).",
      "file": "data/health/health-006.md"
    },
    {
      "id": "health-007",
      "title": "50% of adolescents in Germany purchased products due to influencer advertising",
      "category": "health",
      "impact_score": 7,
      "year": 2025,
      "source_type": "government",
      "institution": "Fraunhofer-Institut für System- und Innovationsforschung (ISI), Karlsruhe",
      "source_url": "https://www.isi.fraunhofer.de/de/presse/2024/presseinfo-03-social-media-influencer-marketing-jugendliche-kritischer-konsum-schutz-noetig.html",
      "source_urls": [
        "https://www.isi.fraunhofer.de/de/presse/2024/presseinfo-03-social-media-influencer-marketing-jugendliche-kritischer-konsum-schutz-noetig.html"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "youth",
        "influencer-marketing",
        "germany",
        "consumption",
        "fraunhofer",
        "adolescents",
        "deutsch"
      ],
      "summary": "DFG (Deutsche Forschungsgemeinschaft — German Research Foundation)-funded FAIR project (Fraunhofer ISI, Darmstadt University of Applied Sciences, University of Mannheim) examining the impact of influencer marketing on adolescents in Germany. Survey of more than 1,000 adolescents.",
      "finding": "Approximately 50% of surveyed adolescents had purchased products advertised by influencers. More than half had spent over 50 euros on influencer-promoted products within 6 months. Adolescents are particularly vulnerable due to intensive social media use and less developed advertising literacy.",
      "file": "data/health/health-007.md"
    },
    {
      "id": "env-005",
      "title": "IGB: artificial light at night is a plausible driver of insect decline",
      "category": "environment",
      "impact_score": 9,
      "year": 2018,
      "source_type": "peer-reviewed",
      "institution": "Leibniz-Institut für Gewässerökologie und Binnenfischerei (IGB), Berlin",
      "source_url": "https://www.igb-berlin.de/en/news/light-pollution-reason-insect-decline",
      "source_urls": [
        "https://www.igb-berlin.de/en/news/light-pollution-reason-insect-decline",
        "https://api.crossref.org/works/10.1111/aab.12440",
        "https://pmc.ncbi.nlm.nih.gov/articles/PMC6262936/",
        "https://phys.org/news/2018-06-pollution-insect-decline.html"
      ],
      "source_count": 4,
      "verification_status": "corrected",
      "verification_note": "Previous wording overstated causality and used the wrong year. Revised to credible/plausible link based on IGB's 2018 overview.",
      "tags": [
        "light-pollution",
        "insects",
        "biodiversity",
        "germany",
        "leibniz",
        "ecosystem",
        "deutsch"
      ],
      "summary": "IGB research identifies artificial light at night as a plausible and underexamined driver of insect decline, especially where high light pollution overlaps with strong declines in flying insects.",
      "finding": "The supported finding is a credible mechanistic and spatial association, not a definitive proof that light pollution alone causes insect die-off. Artificial light at night can disrupt reproduction, foraging, orientation, and predator-prey interactions, making it a plausible contributor among several pressures on insects.",
      "file": "data/environment/env-005.md"
    },
    {
      "id": "env-006",
      "title": "Artificial night light alters 1,564 genes in non-biting midge larvae — delayed development and reduced reproduction",
      "category": "environment",
      "impact_score": 9,
      "year": 2025,
      "source_type": "peer-reviewed",
      "institution": "Senckenberg Gesellschaft für Naturforschung, Frankfurt",
      "source_url": "https://www.senckenberg.de/de/pressemeldungen/die-dunkle-seite-des-lichts-beleuchtung-in-der-nacht-bedroht-insekten/",
      "source_urls": [
        "https://www.senckenberg.de/de/pressemeldungen/die-dunkle-seite-des-lichts-beleuchtung-in-der-nacht-bedroht-insekten/",
        "https://www.senckenberg.de/en/press-releases/the-dark-side-of-light-night-time-illumination-threatens-insects/",
        "https://pubmed.ncbi.nlm.nih.gov/39923976/",
        "https://api.crossref.org/works/10.1016/j.envpol.2025.125827"
      ],
      "source_count": 4,
      "verification_status": "verified",
      "verification_note": "Source supports 1,564 affected genes in Chironomus riparius larvae, delayed development, oxidative stress and reduced reproductive capacity. Year corrected to 2025.",
      "tags": [
        "light-pollution",
        "insects",
        "gene-expression",
        "senckenberg",
        "germany",
        "biodiversity",
        "deutsch"
      ],
      "summary": "Senckenberg and partner researchers report molecular effects of artificial light at night on non-biting midge larvae, showing broad gene-expression changes and developmental consequences.",
      "finding": "Artificial light at night altered 1,564 genes in Chironomus riparius larvae. Reported effects include delayed development, oxidative stress signals, and reduced reproductive output, with relevance for aquatic and terrestrial food webs that depend on insect emergence.",
      "file": "data/environment/env-006.md"
    },
    {
      "id": "env-007",
      "title": "Light pollution as a cause of insect decline — Bavarian state authority confirms the link",
      "category": "environment",
      "impact_score": 8,
      "year": 2019,
      "source_type": "government",
      "institution": "Bayerische Akademie für Naturschutz und Landschaftspflege (ANL Bayern)",
      "source_url": "https://www.anl.bayern.de/publikationen/anliegen/doc/an41122voith_et_al_2019_lichtverschmutzung.pdf",
      "source_urls": [
        "https://www.anl.bayern.de/publikationen/anliegen/doc/an41122voith_et_al_2019_lichtverschmutzung.pdf"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "light-pollution",
        "insects",
        "bavaria",
        "germany",
        "government-report",
        "biodiversity",
        "deutsch"
      ],
      "summary": "A comprehensive analysis by the Bayerische Akademie für Naturschutz und Landschaftspflege (ANL Bayern) (Bavarian Academy for Nature Conservation and Landscape Management) on light pollution as a factor in insect decline. This state Bavarian authority officially documents the connection.",
      "finding": "Light pollution is a significant factor in insect decline. The study analyzes all relevant types of lighting in urban and rural spaces. Billboards are explicitly identified as a relevant light source.",
      "file": "data/environment/env-007.md"
    },
    {
      "id": "reg-001",
      "title": "Hamburg citizens' initiative against outdoor advertising: Constitutional Court declares initiative admissible (2024)",
      "category": "regulation",
      "impact_score": 7,
      "year": 2024,
      "source_type": "ngo",
      "institution": "World Without Fossil Ads / Adfree Cities",
      "source_url": "https://www.worldwithoutfossilads.org/listing/hamburg-popular-initiative-wins-in-court-referendum-to-ban-outdoor-ads-moves-to-next-phase/",
      "source_urls": [
        "https://www.worldwithoutfossilads.org/listing/hamburg-popular-initiative-wins-in-court-referendum-to-ban-outdoor-ads-moves-to-next-phase/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "hamburg",
        "germany",
        "referendum",
        "ban",
        "outdoor-advertising",
        "digital-screens",
        "initiative",
        "deutsch"
      ],
      "summary": "Since 2024, a popular initiative (Hamburg Werbefrei — Hamburg Ad-Free) has been underway in Hamburg to restrict outdoor advertising, in particular digital advertising screens. The Hamburg Constitutional Court (Hamburgisches Verfassungsgericht) declared the initiative legally admissible in September 2024.",
      "finding": "The Hamburg Constitutional Court ruled that the initiative \"Hamburg Werbefrei\" (Hamburg Ad-Free) is constitutionally permissible. Around 400 activists collected over 50,000 signatures in 3 weeks (target: 80,000 = 5% of eligible voters, required for a binding referendum — Volksentscheid). The initiative calls for a ban on digital advertising screens and a reduction in poster advertising on grounds of environmental, public health, and urban landscape protection.",
      "file": "data/regulation/reg-001.md"
    },
    {
      "id": "reg-002",
      "title": "Germany was the last EU country without an outdoor tobacco advertising ban — ban only took effect 2022–2024",
      "category": "regulation",
      "impact_score": 8,
      "year": 2020,
      "source_type": "ngo",
      "institution": "The Local / Tobacco Control Laws Germany",
      "source_url": "https://www.thelocal.de/20200918/germany-set-to-ban-cigarette-street-ads-from-2022",
      "source_urls": [
        "https://www.thelocal.de/20200918/germany-set-to-ban-cigarette-street-ads-from-2022"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "tobacco",
        "germany",
        "ban",
        "last-eu-country",
        "outdoor-advertising",
        "regulation",
        "deutsch"
      ],
      "summary": "Germany was the last EU member state to ban outdoor tobacco advertising. The ban was introduced in stages: tobacco products from January 2022, heated tobacco products from January 2023, and e-cigarettes from January 2024.",
      "finding": "The tobacco industry spent approximately 100 million euros per year on street and cinema advertising in Germany. For decades Germany was a special case within the EU: while other member states had long since banned outdoor tobacco advertising, Germany's politically influential tobacco industry blocked the prohibition. The ban only came following significant public and EU pressure.",
      "file": "data/regulation/reg-002.md"
    },
    {
      "id": "reg-003",
      "title": "São Paulo: total outdoor advertising ban (2007) — 70% public support after 5 years",
      "category": "regulation",
      "impact_score": 9,
      "year": 2012,
      "source_type": "ngo",
      "institution": "99% Invisible / New Dream",
      "source_url": "https://99percentinvisible.org/article/clean-city-law-secrets-sao-paulo-uncovered-outdoor-advertising-ban/",
      "source_urls": [
        "https://99percentinvisible.org/article/clean-city-law-secrets-sao-paulo-uncovered-outdoor-advertising-ban/",
        "https://prefeitura.sp.gov.br/web/licenciamento/w/desenvolvimento_urbano/participacao_social/conselhos_e_orgaos_colegiados/cppu/169850",
        "https://prefeitura.sp.gov.br/cidade/secretarias/comunicacao/noticias/index.php?p=136949",
        "https://prefeitura.sp.gov.br/licenciamento/w/noticias/319684",
        "https://weburbanist.com/2010/03/06/clean-city-sao-paulo-scrubbed-of-outdoor-ads/"
      ],
      "source_count": 5,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "sao-paulo",
        "brazil",
        "ban",
        "lei-cidade-limpa",
        "billboards",
        "public-support",
        "urban"
      ],
      "summary": "São Paulo introduced the \"Lei Cidade Limpa\" (Clean City Law) in 2007 — the most comprehensive outdoor advertising ban in the world. 15,000 billboards were removed, digital screens banned, advertising on buses prohibited, and 300,000 non-compliant business signs taken down.",
      "finding": "A survey in 2011 (4 years after the ban) showed that 70% of São Paulo's 11 million residents regarded the ban positively. Unexpected consequences: the ban revealed historic architecture that had previously been obscured by advertising, and it stimulated street art. Clear Channel challenged the law in court — and lost.",
      "file": "data/regulation/reg-003.md"
    },
    {
      "id": "reg-004",
      "title": "Grenoble: Europe's first ad-free city district (2015) — 326 billboards replaced with trees",
      "category": "regulation",
      "impact_score": 8,
      "year": 2015,
      "source_type": "ngo",
      "institution": "World Without Fossil Ads / Euronews",
      "source_url": "https://www.worldwithoutfossilads.org/listing/grenoble-first-to-ban-outdoor-ads-replaces-them-with-trees/",
      "source_urls": [
        "https://www.worldwithoutfossilads.org/listing/grenoble-first-to-ban-outdoor-ads-replaces-them-with-trees/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "grenoble",
        "france",
        "ban",
        "europe",
        "billboards",
        "urban-commons",
        "trees"
      ],
      "summary": "Grenoble (France) became the first European city to introduce a comprehensive outdoor advertising ban in its urban area in 2015. Mayor Éric Piolle (Greens) terminated the city's billboard contract and had 326 advertising panels (including 64 large billboards) removed.",
      "finding": "2,051 square metres of advertising space were eliminated. As a replacement: 300+ new community notice boards (Bürgertafeln) for non-profit announcements, trees, and open spaces for local cultural groups. Financial loss: 600,000 euros per year in advertising revenue. The model demonstrates that cities can forgo advertising revenue and reclaim public space.",
      "file": "data/regulation/reg-004.md"
    },
    {
      "id": "reg-005",
      "title": "EU food industry self-commitment on children's advertising: 85% of products fail to meet WHO criteria",
      "category": "regulation",
      "impact_score": 9,
      "year": 2021,
      "source_type": "ngo",
      "institution": "BEUC — The European Consumer Organisation",
      "source_url": "https://www.beuc.eu/sites/default/files/publications/beuc-x-2021-084_food_marketing_to_children_needs_rules_with_teeth.pdf",
      "source_urls": [
        "https://www.beuc.eu/sites/default/files/publications/beuc-x-2021-084_food_marketing_to_children_needs_rules_with_teeth.pdf",
        "https://www.beuc.eu/reports/food-marketing-children-needs-rules-teeth",
        "https://www.beuc.eu/press-releases/children-massively-targeted-unhealthy-food-ads-consumer-groups-snapshot-exposes",
        "https://www.who.int/publications/i/item/9789240075412"
      ],
      "source_count": 4,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "eu-pledge",
        "self-regulation",
        "children",
        "food-marketing",
        "who-criteria",
        "failure",
        "europe"
      ],
      "summary": "Analysis by the European consumer organisation BEUC (Bureau Européen des Unions de Consommateurs) of the EU Pledge — the food industry's voluntary commitment not to advertise unhealthy products to children. Conclusion: total failure of self-regulation.",
      "finding": "21 companies responsible for over 80% of European food advertising expenditure have signed up to the EU Pledge. Nevertheless, 85% of the products these companies market to children would be prohibited from advertising under WHO nutritional criteria. Voluntary self-regulatory commitments are ineffective.",
      "file": "data/regulation/reg-005.md"
    },
    {
      "id": "reg-006",
      "title": "Deutscher Werberat: self-regulation without consumer representation and without enforcement authority",
      "category": "regulation",
      "impact_score": 7,
      "year": 2000,
      "source_type": "peer-reviewed",
      "institution": "SpringerLink / Peer-reviewed",
      "source_url": "https://link.springer.com/article/10.1007/BF02386023",
      "source_urls": [
        "https://link.springer.com/article/10.1007/BF02386023"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "deutscher-werberat",
        "self-regulation",
        "germany",
        "consumer-protection",
        "enforcement",
        "deutsch"
      ],
      "summary": "Academic analysis of the structural weaknesses of German advertising self-regulation (Deutscher Werberat — German Advertising Standards Council). Documents structural deficiencies that prevent effective consumer protection.",
      "finding": "The Deutscher Werberat (German Advertising Standards Council) has no consumer representation on its board — only a liaison committee. It can demand voluntary compliance but has no binding enforcement powers. Advertising practices can continue unimpeded while proceedings are in progress. In 2023 the Council issued only 8 formal reprimands (Rügen) despite thousands of advertisements in circulation.",
      "file": "data/regulation/reg-006.md"
    },
    {
      "id": "reg-007",
      "title": "BNatSchG § 41a: Germany enshrines light emission protection in nature conservation law — implementation 2027",
      "category": "regulation",
      "impact_score": 6,
      "year": 2021,
      "source_type": "government",
      "institution": "Bundesumweltministerium / Geography Realm",
      "source_url": "https://www.geographyrealm.com/germany-plans-to-curb-light-pollution-to-save-insects/",
      "source_urls": [
        "https://www.geographyrealm.com/germany-plans-to-curb-light-pollution-to-save-insects/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "In 2021, §41a was inserted into the Bundesnaturschutzgesetz (BNatSchG — Federal Nature Conservation Act), providing for protection against light emissions. The provision is not yet in force — it requires an implementing ordinance (Durchführungsverordnung) announced for 2027 as part of the national biodiversity strategy.",
      "finding": "The German legislature has officially recognised light pollution as a nature conservation problem and incorporated it into the Federal Nature Conservation Act. Illuminated advertising panels and digital DOOH screens in Germany are in urban areas almost twice as numerous as street lamps, and contribute substantially to light pollution.",
      "file": "data/regulation/reg-007.md"
    },
    {
      "id": "res-001",
      "title": "One large digital advertising display consumes as much electricity as 11 households per year (41,627 kWh)",
      "category": "resources",
      "impact_score": 9,
      "year": 2022,
      "source_type": "ngo",
      "institution": "Adfree Cities UK",
      "source_url": "https://adfreecities.org.uk/2022/12/the-electricity-costs-of-digital-out-of-home-advertising-screens/",
      "source_urls": [
        "https://adfreecities.org.uk/2022/12/the-electricity-costs-of-digital-out-of-home-advertising-screens/",
        "https://adfreecities.org.uk/2019/11/the-electricity-cost-of-digital-adverts/",
        "https://adfreecities.org.uk/resources-old-version/environmental-impacts-consumerism-advertising/",
        "https://adfreecities.org.uk/open-letter-to-switch-off-billboards-at-night-to-save-energy/"
      ],
      "source_count": 4,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "energy",
        "electricity",
        "digital-billboard",
        "dooh",
        "households",
        "kwh"
      ],
      "summary": "Adfree Cities UK measured the electricity consumption of various types of digital out-of-home advertising displays and compared them with household electricity usage.",
      "finding": "A large digital advertising display (6.4 m × 3.1 m) consumes **41,627 kWh per year** — equivalent to the annual electricity consumption of 11 British households. A medium-sized display (1.2 m × 1.8 m, \"Six Sheet\") consumes 11,501 kWh/year (3 households). A double-sided unit in a city center consumes as much as 4 households. At night (10 pm–6 am), one large display consumes as much as 8.5 households during the same period.",
      "file": "data/resources/res-001.md"
    },
    {
      "id": "res-002",
      "title": "Advertising screens in Leeds consume 4.1 GWh/year — equivalent to 3,300 residents",
      "category": "resources",
      "impact_score": 8,
      "year": 2021,
      "source_type": "ngo",
      "institution": "Adfree Cities UK",
      "source_url": "https://adfreecities.org.uk/2021/01/the-ads-in-leeds-consume-as-much-electricity-as-3300-people/",
      "source_urls": [
        "https://adfreecities.org.uk/2021/01/the-ads-in-leeds-consume-as-much-electricity-as-3300-people/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "energy",
        "electricity",
        "city-scale",
        "dooh",
        "leeds",
        "uk"
      ],
      "summary": "A city-wide measurement of the electricity consumption of digital advertising screens in Leeds (UK) by Adfree Cities. Compared with the electricity consumption of the city's population.",
      "finding": "The digital advertising screens in Leeds consume a total of **4.1 GWh per year** — enough to power 3,300 residents. This is the measured electricity consumption solely for commercial out-of-home advertising in a medium-sized British city.",
      "file": "data/resources/res-002.md"
    },
    {
      "id": "res-003",
      "title": "Germany switched off digital advertising screens at night in 2022 — due to the energy crisis",
      "category": "resources",
      "impact_score": 8,
      "year": 2022,
      "source_type": "ngo",
      "institution": "AV Interactive / AV Magazine",
      "source_url": "https://www.avinteractive.com/territories-news/europe/germany-switches-digital-signs-off-at-night-to-save-energy-22-08-2022/",
      "source_urls": [
        "https://www.avinteractive.com/territories-news/europe/germany-switches-digital-signs-off-at-night-to-save-energy-22-08-2022/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "energy",
        "germany",
        "night-shutdown",
        "energy-crisis",
        "digital-billboard",
        "kurfuerstendamm",
        "deutsch"
      ],
      "summary": "During the energy crisis of 2022 (triggered by Russia's halt of gas supplies), Germany, together with Austria, Spain and France, mandated that digital advertising screens be switched off between 10 pm and 6 am. Berlin's Kurfürstendamm (a major commercial boulevard) and other high-visibility advertising sites went dark at night.",
      "finding": "During the 2022 energy crisis, digital advertising displays in several EU countries were classified as non-essential energy consumers and shut down at night. This constitutes an explicit government acknowledgement that outdoor advertising ranks below essential energy consumers.",
      "file": "data/resources/res-003.md"
    },
    {
      "id": "res-004",
      "title": "ECOBOARD project: paper-based billboards generate paper, ink, and glue waste",
      "category": "resources",
      "impact_score": 8,
      "year": 2021,
      "source_type": "grey-literature",
      "institution": "It's Nice That / citing European Commission ECOBOARD figures",
      "source_url": "https://www.itsnicethat.com/news/empire-of-signs-point-of-reference-graphic-design-101121",
      "source_urls": [
        "https://www.itsnicethat.com/news/empire-of-signs-point-of-reference-graphic-design-101121"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "pvc",
        "vinyl",
        "waste",
        "billboard",
        "plastic",
        "landfill",
        "usa"
      ],
      "summary": "Secondary reporting describes the material problem of paper-based billboard advertising while citing European Commission/ECOBOARD figures. The previously used hard US PVC-waste figure is not supported by this source and is therefore no longer used as the core finding.",
      "finding": "The ECOBOARD project describes paper-based billboards as a waste problem because poster paper, inks, and adhesives are combined and therefore hard to separate or recycle. The source supports the narrower claim: conventional poster advertising creates recurring material and composite waste that must be included in OOH environmental assessments.",
      "file": "data/resources/res-004.md"
    },
    {
      "id": "res-005",
      "title": "PVC advertising banners: toxic across their entire lifecycle — 1,000-year decomposition time",
      "category": "resources",
      "impact_score": 9,
      "year": 2009,
      "source_type": "ngo",
      "institution": "Greenpeace USA / Ecology Center",
      "source_url": "https://www.greenpeace.org/usa/wp-content/uploads/legacy/Global/usa/report/2009/4/pvc-the-poison-plastic.html",
      "source_urls": [
        "https://www.greenpeace.org/usa/wp-content/uploads/legacy/Global/usa/report/2009/4/pvc-the-poison-plastic.html",
        "https://www.greenpeace.org/usa/?p=13701",
        "https://wwwn.cdc.gov/TSP/substances/ToxSubstance.aspx?toxid=51",
        "https://www.cancer.gov/about-cancer/causes-prevention/risk/substances/vinyl-chloride",
        "https://www.epa.gov/dioxin/common-sources-exposure-dioxin"
      ],
      "source_count": 5,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "pvc",
        "toxic",
        "dioxin",
        "phthalates",
        "plastic",
        "health",
        "lifecycle"
      ],
      "summary": "Greenpeace analysis of the toxicity of PVC (polyvinyl chloride) across its entire lifecycle. PVC is the material used in the vast majority of all outdoor advertising banners and poster backings.",
      "finding": "PVC causes environmental and health damage at every stage: **Production** (PVC consumes 30–40% of all industrially produced chlorine; generates dioxins), **Use** (plasticizers/phthalates leach out and damage the hormonal system, reproduction, and respiratory tract), and **Disposal** (release of dioxins during incineration; 1,000+ years decomposition time in landfills). Phthalates from PVC are detected in waterways, air, and human tissue.",
      "file": "data/resources/res-005.md"
    },
    {
      "id": "res-006",
      "title": "Inks for outdoor advertising: toluene, heavy metals (Cd, Pb), BPA — massive VOC emissions",
      "category": "resources",
      "impact_score": 8,
      "year": 2016,
      "source_type": "peer-reviewed",
      "institution": "PubMed Central / US EPA",
      "source_url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC4886190/",
      "source_urls": [
        "https://pmc.ncbi.nlm.nih.gov/articles/PMC4886190/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "printing-inks",
        "toluene",
        "voc",
        "heavy-metals",
        "bpa",
        "air-pollution",
        "health"
      ],
      "summary": "Scientific analysis of the chemical ingredients in printing inks used for large-format printing (as used for outdoor advertising and billboards). Printing inks are an often-overlooked component of the environmental costs of outdoor advertising.",
      "finding": "Printing inks used for advertising contain as their primary solvents **toluene (approx. 70% of all emitted chemicals)**, as well as methyl ethyl ketone, xylene, and 1,1,1-trichloroethane — all volatile organic compounds (VOCs) and hazardous air pollutants (HAPs). Additionally: **cadmium, lead** (heavy metals), **bisphenol A (BPA)** (an endocrine disruptor), and synthetic antioxidants.",
      "file": "data/resources/res-006.md"
    },
    {
      "id": "res-007",
      "title": "Warsaw residents would pay up to €9.3 million/year to reduce outdoor advertising",
      "category": "resources",
      "impact_score": 8,
      "year": 2022,
      "source_type": "peer-reviewed",
      "institution": "Journal of Urban Economics",
      "source_url": "https://ideas.repec.org/a/eee/juecon/v130y2022ics0094119022000298.html",
      "source_urls": [
        "https://ideas.repec.org/a/eee/juecon/v130y2022ics0094119022000298.html",
        "https://econpapers.repec.org/article/eeejuecon/v_3a130_3ay_3a2022_3ai_3ac_3as0094119022000298.htm",
        "https://ideas.repec.org/p/war/wpaper/2020-01.html"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "economic-externality",
        "willingness-to-pay",
        "warsaw",
        "poland",
        "public-space",
        "outdoor-advertising"
      ],
      "summary": "A peer-reviewed study assessing the external costs of outdoor advertising in Warsaw (Poland) by measuring residents' willingness to pay for a reduction in advertising.",
      "finding": "Warsaw residents were willing to pay:\n- **€1.7–4.1 million/year** for a reduction in freestanding advertising structures\n- **€5.5–9.3 million/year** for a reduction in building-mounted advertising\n- An average of **€15–23 per person per year** for advertising reduction\n\nThese figures quantify the external costs of outdoor advertising that are currently borne entirely by the public and not compensated by the advertising industry.",
      "file": "data/resources/res-007.md"
    },
    {
      "id": "res-008",
      "title": "Attention interruptions from advertising destroy up to 40% of productive working time",
      "category": "resources",
      "impact_score": 7,
      "year": 2025,
      "source_type": "peer-reviewed",
      "institution": "arXiv (Cornell University preprint server)",
      "source_url": "https://arxiv.org/html/2509.06453v2",
      "source_urls": [
        "https://arxiv.org/html/2509.06453v2"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "attention-economy",
        "cognitive-cost",
        "productivity",
        "pigouvian-tax",
        "externality",
        "distraction"
      ],
      "summary": "An economic analysis of the attention economy as an external cost factor. Examines whether a Pigouvian tax on attention capture by advertising is justified.",
      "finding": "According to APA (American Psychological Association) research, attention interruptions from advertising and other distractions destroy up to **40% of productive working time**. Multitasking and forced attention-switching deplete neural glucose reserves disproportionately. The authors propose a Pigouvian tax on attention capture — analogous to environmental taxes — because the cognitive costs are fully externalized: advertisers profit while those affected bear the costs.",
      "file": "data/resources/res-008.md"
    },
    {
      "id": "res-010",
      "title": "Digital billboards require lifecycle assessment: manufacturing, operation, disposal, and e-waste all count",
      "category": "resources",
      "impact_score": 7,
      "year": 2024,
      "source_type": "industry",
      "institution": "Genoptic Smart Displays",
      "source_url": "https://www.genopticsmartdisplays.com/environmental-impact-led-digital-billboards/",
      "source_urls": [
        "https://www.genopticsmartdisplays.com/environmental-impact-led-digital-billboards/",
        "https://methodology.scope3.com/lifecycle",
        "https://upe.fr/calculateur-co2/"
      ],
      "source_count": 3,
      "verification_status": "source_critique",
      "verification_note": "Industry source with independent=false. Retain only as an industry self-admission/source-critique claim, not as independent LCA evidence.",
      "tags": [
        "manufacturing",
        "lifecycle",
        "lca",
        "led",
        "co2",
        "digital-billboard"
      ],
      "summary": "The earlier 3.5x manufacturing comparison for digital billboards could not be reliably re-verified. What is supportable is that DOOH must be assessed as a lifecycle system covering manufacturing, materials, operation, maintenance, disposal, and e-waste.",
      "finding": "Genoptic describes digital LED billboards as infrastructure with material, energy, and e-waste impacts across their lifecycle; however, the source is an industry supplier, not an independent LCA study. Methodological sources such as Scope3 and the UPE CO2 calculator confirm the same accounting frame: outdoor advertising should include production, distribution, operation, maintenance, and disposal, not only paper savings or LED efficiency.",
      "file": "data/resources/res-010.md"
    },
    {
      "id": "pol-001",
      "title": "The OOH market is shaped by a small number of large global providers",
      "category": "politics",
      "impact_score": 8,
      "year": 2025,
      "source_type": "commercial-research",
      "institution": "Statista",
      "source_url": "https://www.statista.com/statistics/323692/revenue-outdoor-advertising-companies/",
      "source_urls": [
        "https://www.statista.com/statistics/323692/revenue-outdoor-advertising-companies/",
        "https://www.theguardian.com/media/2011/feb/03/oft-clear-channel-jcdecaux"
      ],
      "source_count": 2,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "Global OOH revenue rankings show that the market is shaped by a small group of very large operators, including JCDecaux, Clear Channel, Outfront, Lamar, and Ströer.",
      "finding": "The evidence supports a market-concentration and procurement-risk claim rather than a blanket global monopoly claim. Large operators have scale advantages in municipal concessions, street furniture, and transport advertising, while competition conditions remain jurisdiction-specific.",
      "file": "data/politics/pol-001.md"
    },
    {
      "id": "pol-002",
      "title": "Municipalities privatize public space through 'bus shelter contracts'",
      "category": "politics",
      "impact_score": 9,
      "year": 2022,
      "source_type": "ngo",
      "institution": "Adfree Cities UK",
      "source_url": "https://adfreecities.org.uk/resources",
      "source_urls": [
        "https://adfreecities.org.uk/resources",
        "https://www.pbssocal.org/news-community/decades-long-battle-over-sidewalk-advertising-leaves-l-a-bus-riders-waiting-for-shade",
        "https://laist.com/news/kpcc-archive/hundreds-of-la-bus-shelters-go-unbuilt-millions-in",
        "https://adfreecities.org.uk/unavoidable-impact/"
      ],
      "source_count": 4,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "Cities increasingly no longer finance public infrastructure (such as bus shelters and public toilets) from tax revenues, but instead hand over their provision to advertising corporations in exchange for long-term advertising rights.",
      "finding": "These contracts, often concluded for 10 to 15 years, bind municipalities to the advertising industry over the long term. They make it legally difficult or impossible for cities to subsequently regulate or ban outdoor advertising for climate protection or health reasons. JCDecaux and Ströer are pioneers in this model.",
      "file": "data/politics/pol-002.md"
    },
    {
      "id": "pol-003",
      "title": "Lobbying by outdoor advertisers blocks stricter light protection and advertising ban legislation",
      "category": "politics",
      "impact_score": 8,
      "year": 2020,
      "source_type": "ngo",
      "institution": "Corporate Europe Observatory",
      "source_url": "https://corporateeurope.org",
      "source_urls": [
        "https://corporateeurope.org"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The advertising industry invests considerable sums in lobbying at the municipal and national level to prevent or weaken regulations on DOOH (Digital Out of Home) screens.",
      "finding": "Reports from NGOs such as Corporate Europe Observatory show that outdoor advertisers systematically exert pressure to obtain exemptions from light emission laws (e.g., mandatory shutdown at night) and restrictions on advertising for unhealthy products. The argument frequently made is the alleged financial dependence of municipalities on advertising revenues.",
      "file": "data/politics/pol-003.md"
    },
    {
      "id": "safety-001",
      "title": "Digital billboards significantly increase accident risk through visual distraction",
      "category": "safety",
      "impact_score": 9,
      "year": 2022,
      "source_type": "ngo",
      "institution": "Scenic America",
      "source_url": "https://www.scenic.org/wp-content/uploads/2021/10/Billboard-Safety-Study-Compendium-10-16-2020.pdf",
      "source_urls": [
        "https://www.scenic.org/wp-content/uploads/2021/10/Billboard-Safety-Study-Compendium-10-16-2020.pdf",
        "https://rosap.ntl.bts.gov/view/dot/36939",
        "https://trid.trb.org/View/1337321",
        "https://www.scenic.org/why-scenic-conservation/billboards-and-sign-control/safety/"
      ],
      "source_count": 4,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "A comprehensive collection of studies by Scenic America shows that digital billboards (DOOH) divert drivers' gaze from the road significantly longer than static signs.",
      "finding": "A glance away from the road lasting more than two seconds — which is frequently triggered by changing or animated digital content — dramatically increases the risk of an accident. Studies conducted in the United States (including in Alabama and Florida) document elevated crash rates in the immediate vicinity of such installations.",
      "file": "data/safety/safety-001.md"
    },
    {
      "id": "safety-002",
      "title": "Methodological flaws in industry-funded safety studies on digital billboards",
      "category": "safety",
      "impact_score": 8,
      "year": 2014,
      "source_type": "ngo",
      "institution": "Jerry Wachtel / Scenic America",
      "source_url": "https://www.scenic.org",
      "source_urls": [
        "https://www.scenic.org"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The advertising industry frequently cites studies (such as the 2013 FHWA study) to claim that digital billboards are traffic-safe. Independent reviews, however, reveal serious methodological flaws in these industry-supported investigations.",
      "finding": "Independent traffic safety experts (such as Jerry Wachtel) demonstrate that exculpatory studies often suffer from excessively small sample sizes, inadequate measuring instruments, and flawed experimental designs. Independent data consistently shows an elevated risk of cognitive and visual distraction.",
      "file": "data/safety/safety-002.md"
    },
    {
      "id": "env-008",
      "title": "Advertising for SUVs and fossil fuel products blocks climate targets ('Upselling Smoke')",
      "category": "environment",
      "impact_score": 9,
      "year": 2020,
      "source_type": "ngo",
      "institution": "Badvertising / New Weather Institute",
      "source_url": "https://static1.squarespace.com/static/5ebd0080238e863d04911b51/t/5f21659998148a15d80ba9be/1596024223673/Upselling+Smoke+FINAL+23+07+20.pdf",
      "source_urls": [
        "https://static1.squarespace.com/static/5ebd0080238e863d04911b51/t/5f21659998148a15d80ba9be/1596024223673/Upselling+Smoke+FINAL+23+07+20.pdf",
        "https://www.newweather.org/2020/08/03/badvertising-stop-adverts-fuelling-the-climate-emergency/",
        "https://www.badverts.org/reports-and-toolkits",
        "https://www.theguardian.com/environment/2020/aug/03/ban-suv-adverts-to-meet-uk-climate-goals-report-urges"
      ],
      "source_count": 4,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The 'Badvertising' campaign documents that advertising for high-emission products (such as SUVs and short-haul flights) directly benefits sales figures and thus CO₂ emissions, drawing parallels to tobacco advertising.",
      "finding": "Despite massive efforts toward climate protection, outdoor advertising actively drives the sale of particularly climate-damaging SUVs. The report argues that a transport transition (shift away from car dependency) is impossible as long as public space is used to promote the most harmful modes of transport.",
      "file": "data/environment/env-008.md"
    },
    {
      "id": "equity-003",
      "title": "Outdoor advertising is disproportionately concentrated in low-income neighborhoods ('Unavoidable Impact')",
      "category": "equity",
      "impact_score": 9,
      "year": 2022,
      "source_type": "ngo",
      "institution": "Adfree Cities",
      "source_url": "https://adfreecities.org.uk/unavoidable-impact/",
      "source_urls": [
        "https://adfreecities.org.uk/unavoidable-impact/",
        "https://www.worldwithoutfossilads.org/listing/outdoor-advertising-may-reinforce-social-inequalities-in-health/",
        "https://adfreecities.org.uk/unavoidable-impact/",
        "https://pubmed.ncbi.nlm.nih.gov/24524512/"
      ],
      "source_count": 4,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "A comprehensive study in the United Kingdom shows that commercial outdoor advertising appears up to six times more frequently in low-income areas than in affluent neighborhoods.",
      "finding": "The report \"Unavoidable Impact\" documents that people in poorer neighborhoods are not only more frequently exposed to advertising for junk food, alcohol, and gambling, but also suffer more severely from visual pollution and light pollution (DOOH). Affluent residential areas often successfully repel advertising billboards.",
      "file": "data/equity/equity-003.md"
    },
    {
      "id": "env-009",
      "title": "LANUV NRW Technical Report 113: commercial outdoor lighting drives regional light pollution",
      "category": "environment",
      "impact_score": 8,
      "year": 2021,
      "source_type": "government",
      "institution": "Landesamt für Natur, Umwelt und Verbraucherschutz NRW (LANUV)",
      "source_url": "https://www.lanuk.nrw.de/fileadmin/lanuvpubl/3_fachberichte/30113.pdf",
      "source_urls": [
        "https://www.lanuk.nrw.de/fileadmin/lanuvpubl/3_fachberichte/30113.pdf"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The Landesamt für Natur, Umwelt und Verbraucherschutz NRW (LANUV) (State Office for Nature, Environment and Consumer Protection of North Rhine-Westphalia) conducted a state-wide survey of sky glow in NRW. Commercial outdoor lighting and illuminated advertising are identified as significant emission factors.",
      "finding": "The technical report and the associated guidelines (the 'Licht-Erlass' NRW, i.e., the NRW Light Ordinance) show that artificial outdoor lighting — including intensely luminous DOOH installations — contributes to massive disruptions of human biorhythms and to insect decline. The authority recommends strict limits on luminance levels and nighttime switch-offs to reduce emissions.",
      "file": "data/environment/env-009.md"
    },
    {
      "id": "pol-004",
      "title": "Cologne-based advertising group Ströer secures monopoly position in NRW municipalities through lobbying",
      "category": "politics",
      "impact_score": 8,
      "year": 2021,
      "source_type": "ngo",
      "institution": "Correctiv / Lobbyregister des Bundestages",
      "source_url": "https://correctiv.org",
      "source_urls": [
        "https://correctiv.org"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The Cologne (NRW)-based outdoor advertising giant Ströer SE & Co. KGaA uses its financial power and direct political lobbying to secure exclusive, long-term concessions for advertising space on public land.",
      "finding": "Investigations by investigative NGOs such as Correctiv show that the company's market power is so great that cities effectively have no real alternatives when awarding street furniture contracts (bus shelters). Ströer is also officially registered in the Lobbyregister (the federal lobbying register) and exerts direct influence on urban development policy matters and data protection guidelines.",
      "file": "data/politics/pol-004.md"
    },
    {
      "id": "reg-008",
      "title": "Cologne uses municipal advertising restrictions to protect sensitive urban spaces",
      "category": "regulation",
      "impact_score": 7,
      "year": 2016,
      "source_type": "investigative_journalism",
      "institution": "Kölner Stadt-Anzeiger",
      "source_url": "https://www.ksta.de/koeln/koelner-innenstadt/werbefrei-stadt-ersetzt-700-fahrradstaender-in-der-koelner-innenstadt-140631",
      "source_urls": [
        "https://www.ksta.de/koeln/koelner-innenstadt/werbefrei-stadt-ersetzt-700-fahrradstaender-in-der-koelner-innenstadt-140631"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "Cologne has used municipal advertising restrictions to protect sensitive urban spaces, including the cathedral and old-town context, from commercial advertising pressure.",
      "finding": "Reporting on Cologne's replacement of ad-financed bicycle racks describes a municipal approach in which public-space contracts can exclude advertising at sensitive locations. The claim is therefore about concrete municipal restriction and contract design, not a citywide DOOH ban.",
      "file": "data/regulation/reg-008.md"
    },
    {
      "id": "priv-001",
      "title": "DOOH screens covertly capture biometric data for audience analysis",
      "category": "privacy",
      "impact_score": 9,
      "year": 2022,
      "source_type": "ngo",
      "institution": "Big Brother Watch",
      "source_url": "https://bigbrotherwatch.org.uk/press-releases/big-brother-watch-releases-new-report-the-streets-are-watching-how-billboards-are-spying-on-you/",
      "source_urls": [
        "https://bigbrotherwatch.org.uk/press-releases/big-brother-watch-releases-new-report-the-streets-are-watching-how-billboards-are-spying-on-you/",
        "https://bigbrotherwatch.org.uk/wp-content/uploads/2022/10/The-Streets-Are-Watching-You.pdf",
        "https://adfreecities.org.uk/2023/08/plugged-in-outdoor-advertising-surveillance-commercial-behaviours-thomas-dekeyser/"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "Modern digital advertising screens (DOOH) are increasingly equipped with cameras and sensors that capture biometric data and movement profiles of passers-by in order to deliver targeted advertising (\"programmatic\") to specific audience segments.",
      "finding": "Investigations by NGOs show that companies use technologies for Automated Facial Detection (AFD) as well as Wi-Fi sniffing to analyze the age, gender, mood, and dwell time of individuals in front of screens. This occurs in public space, usually without the active consent (opt-in) of those affected, raising serious data protection and ethical concerns.",
      "file": "data/privacy/priv-001.md"
    },
    {
      "id": "safety-003",
      "title": "Swedish real-world study: electronic billboards attract longer glances than traffic signs",
      "category": "safety",
      "impact_score": 8,
      "year": 2013,
      "source_type": "peer-reviewed",
      "institution": "Traffic Injury Prevention / Trafikverket",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/23682577/",
      "source_urls": [
        "https://pubmed.ncbi.nlm.nih.gov/23682577/"
      ],
      "source_count": 1,
      "verification_status": "corrected",
      "verification_note": "Previous wording overstated the Swedish evidence as a rural-road ban/removal order. Revised to the peer-reviewed finding: electronic billboards attracted longer and more frequent driver glances; the publication does not conclusively establish traffic-safety hazard.",
      "tags": [],
      "summary": "A real-world study commissioned by the Swedish Transport Administration examined 12 electronic billboards on a three-lane urban motorway section in Stockholm. The supported result is that drivers looked longer and more often at electronic billboards than at other signs on the same road sections.",
      "finding": "The authors report significantly longer dwell time, higher fixation count and longer maximum fixation duration for electronic billboards. Important caveat: the publication itself states that the data cannot conclusively answer whether the billboards constitute a traffic safety hazard; it supports a clear effect on gaze behaviour.",
      "file": "data/safety/safety-003.md"
    },
    {
      "id": "health-008",
      "title": "Gambling and sports betting advertising in public space normalizes addictive behavior",
      "category": "health",
      "impact_score": 9,
      "year": 2024,
      "source_type": "ngo",
      "institution": "Adfree Cities / Gambling With Lives / Coalition Against Gambling Ads",
      "source_url": "https://adfreecities.org.uk/2024/04/reported-888casino-ad-regulator-gambling-ads/",
      "source_urls": [
        "https://adfreecities.org.uk/2024/04/reported-888casino-ad-regulator-gambling-ads/",
        "https://www.gov.uk/government/publications/gambling-related-harms-evidence-review/gambling-related-harms-evidence-review-summary",
        "https://bmcpublichealth.biomedcentral.com/articles/10.1186/s12889-021-10805-w"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The omnipresence of sports betting and gambling advertising at bus stops and on billboards is identified by public health experts as a major driver of addictive behavior.",
      "finding": "Outdoor advertising for gambling normalizes risky behavior, triggers relapse in recovered problem gamblers, and introduces adolescents to sports betting at an early age. Unlike TV advertising, vulnerable individuals cannot avoid advertising in public space — for example, on the way to school or work.",
      "file": "data/health/health-008.md"
    },
    {
      "id": "res-011",
      "title": "A double-sided digital billboard consumes the annual electricity equivalent of 3 to 4 average households",
      "category": "resources",
      "impact_score": 9,
      "year": 2022,
      "source_type": "ngo",
      "institution": "Adfree Cities / New Weather Institute",
      "source_url": "https://adfreecities.org.uk/2022/12/the-electricity-costs-of-digital-out-of-home-advertising-screens/",
      "source_urls": [
        "https://adfreecities.org.uk/2022/12/the-electricity-costs-of-digital-out-of-home-advertising-screens/",
        "https://adfreecities.org.uk/2019/11/the-electricity-cost-of-digital-adverts/",
        "https://adfreecities.org.uk/2022/12/the-electricity-costs-of-digital-out-of-home-advertising-screens/",
        "https://adfreecities.org.uk/open-letter-to-switch-off-billboards-at-night-to-save-energy/"
      ],
      "source_count": 4,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "Despite the shift to LED technology, the absolute energy consumption of digital billboards (DOOH) remains immensely high, as they illuminate continuously around the clock, require cooling, and emit extremely high brightness.",
      "finding": "Research confirms that a typical double-sided digital advertising screen at a bus stop consumes approximately 11,000 to 14,000 kWh of electricity per year. This is equivalent to the electricity consumption of three to four average households. This massive consumption of resources takes place in the midst of a global energy and climate crisis.",
      "file": "data/resources/res-011.md"
    },
    {
      "id": "eco-005",
      "title": "High-emissions sectors (airlines, SUVs, fast food) dominate advertising budgets for digital out-of-home",
      "category": "economy",
      "impact_score": 8,
      "year": 2021,
      "source_type": "ngo",
      "institution": "Badvertising / New Weather Institute",
      "source_url": "https://www.badverts.org",
      "source_urls": [
        "https://www.badverts.org"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "An analysis of advertisers using outdoor advertising shows that public space surfaces are booked disproportionately often by climate-damaging industries seeking to drive non-sustainable consumption.",
      "finding": "The most profitable clients for outdoor advertising companies are automobile manufacturers (particularly SUVs), low-cost airlines, fast-food chains, and the fashion industry (Fast Fashion). The constant visual presence of these products in public space cements an extremely resource-intensive lifestyle as a social norm (induced consumption).",
      "file": "data/economy/eco-005.md"
    },
    {
      "id": "psych-007",
      "title": "Moving images on digital advertising screens compel involuntary attention ('Orienting Response')",
      "category": "psychology",
      "impact_score": 9,
      "year": 2021,
      "source_type": "ngo",
      "institution": "Adfree Cities / Cognitive Psychology Studies",
      "source_url": "https://adfreecities.org.uk",
      "source_urls": [
        "https://adfreecities.org.uk"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The psychology behind digital screens (DOOH) is based on the exploitation of evolutionary reflexes. Unlike static posters, changing or moving images compel the human brain to look.",
      "finding": "The so-called orienting response (Orientierungsreflex) is an involuntary neurological mechanism that compels people to pay attention to sudden changes in their peripheral visual field (such as changes in light or motion on a screen), since this is evolutionarily associated with danger. DOOH installations deliberately exploit this reflex to \"steal\" attention. One cannot decide not to look.",
      "file": "data/psychology/psych-007.md"
    },
    {
      "id": "urban-006",
      "title": "Freestanding, double-sided advertising structures function as visual and physical barriers",
      "category": "urban",
      "impact_score": 8,
      "year": 2020,
      "source_type": "peer-reviewed",
      "institution": "Public Space Research Group",
      "source_url": "https://www.publicspace.org",
      "source_urls": [
        "https://www.publicspace.org"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The hardware design of so-called \"double posters\" (City-Light-Boards — freestanding double-sided advertising panels, typically found at transit stops) has far-reaching consequences for the architecture of public space, as they physically intrude into pavements and pedestrian zones.",
      "finding": "While traditional posters are usually mounted flat against walls, double-sided advertising installations (often 2 to 3 metres tall) are installed freestanding and perpendicular to the direction of pedestrian flow in order to guarantee maximum visibility from both directions. Studies show that this placement narrows pavements, restricts accessibility for wheelchair users, and cuts through urban sightlines.",
      "file": "data/urban/urban-006.md"
    },
    {
      "id": "env-010",
      "title": "DarkSky: electronic billboards can be up to ten times brighter at night than traditional billboards",
      "category": "environment",
      "impact_score": 9,
      "year": 2019,
      "source_type": "ngo",
      "institution": "DarkSky International",
      "source_url": "https://darksky.org/resources/guides-and-how-tos/electronic-billboards/",
      "source_urls": [
        "https://darksky.org/resources/guides-and-how-tos/electronic-billboards/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "DarkSky International warns that electronic billboards and electronic message centres can be far brighter at night than traditional billboards and can worsen glare, skyglow, and ecological light pollution if not tightly regulated.",
      "finding": "DarkSky states that electronic billboards may be up to ten times brighter than static billboards at night. The robust claim is therefore a luminance and light-pollution risk from changing, high-brightness outdoor displays, especially where curfews, dimming, shielding, and maximum brightness limits are absent.",
      "file": "data/environment/env-010.md"
    },
    {
      "id": "reg-009",
      "title": "The gradual conversion of illuminated advertising surfaces to digital screens circumvents regulatory processes",
      "category": "regulation",
      "impact_score": 8,
      "year": 2025,
      "source_type": "ngo",
      "institution": "Adfree Cities",
      "source_url": "https://adfreecities.org.uk",
      "source_urls": [
        "https://adfreecities.org.uk"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "Advertising corporations exploit gaps in municipal building and planning regulations to digitalise public spaces without renewed public participation.",
      "finding": "In many municipalities, contracts or permits exist for existing \"illuminated advertising installations\" (e.g. analogue City Light Posters). Outdoor advertisers are increasingly using these existing permits to physically replace the paper poster with a bright DOOH LED screen (\"digital upgrade\"). Because the physical dimensions of the casing often remain the same, planning authorities frequently — and incorrectly — do not classify this as a new construction, thereby bypassing environmental assessments and objections from local residents.",
      "file": "data/regulation/reg-009.md"
    },
    {
      "id": "alt-001",
      "title": "Ad-free cities reinvest advertising spaces into cultural funding and local art",
      "category": "alternatives",
      "impact_score": 8,
      "year": 2014,
      "source_type": "government",
      "institution": "The Guardian / City of Grenoble",
      "source_url": "https://www.theguardian.com/cities/2015/aug/11/can-cities-kick-ads-ban-urban-billboards",
      "source_urls": [
        "https://www.theguardian.com/cities/2015/aug/11/can-cities-kick-ads-ban-urban-billboards"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The French city of Grenoble has proven that commercial outdoor advertising is not without alternatives. Instead of renewing advertising contracts, commercial surfaces were dismantled or replaced with citizen information and art.",
      "finding": "In 2014, the mayor of Grenoble decided to remove 326 commercial advertising billboards from public space. Instead of the expected commercial vacuum, 50 new surfaces were created for local cultural and social announcements. The city planted trees at the former advertising sites. The loss in advertising revenue (approx. 600,000 euros) was offset by cuts to the mayor's representation budget and by the positive effects of the improved quality of life.",
      "file": "data/alternatives/alt-001.md"
    },
    {
      "id": "alt-002",
      "title": "Financing public transit infrastructure through levies rather than advertising corporations",
      "category": "alternatives",
      "impact_score": 7,
      "year": 2023,
      "source_type": "ngo",
      "institution": "Adfree Cities / Local Government Analysis",
      "source_url": "https://adfreecities.org.uk",
      "source_urls": [
        "https://adfreecities.org.uk"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The argument that outdoor advertising is necessary to fund bus and tram stops is structurally flawed. There are more sustainable, advertising-free financing models.",
      "finding": "Cities frequently exchange the provision of bus shelters for extensive advertising rights (Public-Private Partnerships). However, analyses show that the indirect costs — electricity consumption of the displays, traffic distraction, induced CO2 emissions — often outweigh the apparent financial benefit. Alternatively, cities like São Paulo (following the advertising ban \"Cidade Limpa\") finance their infrastructure through redistributed levies, taxes on vacant properties, or municipal self-financing, thereby retaining full control over the design and energy consumption of their street furniture.",
      "file": "data/alternatives/alt-002.md"
    },
    {
      "id": "reg-010",
      "title": "Advertising corporations systematically ignore building regulations and brightness limits",
      "category": "regulation",
      "impact_score": 9,
      "year": 2022,
      "source_type": "ngo",
      "institution": "Adfree Cities",
      "source_url": "http://adfreecities.org.uk/resources/how-to-object-to-new-advertising-billboards/",
      "source_urls": [
        "http://adfreecities.org.uk/resources/how-to-object-to-new-advertising-billboards/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The installation and operation of digital billboards frequently violates local building regulations. Corporations exploit the overloaded capacity of municipal authorities.",
      "finding": "Investigations in the United Kingdom reveal systematic disregard for conditions and requirements. DOOH installations are often erected entirely without planning permission. Even where conditions exist, contractually agreed brightness limits (luminance) are exceeded, or mandatory night-time switch-offs (e.g. from 23:00 to 06:00) are simply ignored. Advertising corporations often accept fines as a \"cost of doing business\", since revenue from the illegal advertising airtime is higher, and municipal planning departments are too understaffed to pursue Discontinuance Notices through the courts.",
      "file": "data/regulation/reg-010.md"
    },
    {
      "id": "reg-011",
      "title": "British municipalities issue strict advertising bans for high-emissions products",
      "category": "regulation",
      "impact_score": 8,
      "year": 2023,
      "source_type": "government",
      "institution": "Badvertising UK / City Councils",
      "source_url": "https://www.badverts.org/engage-with-your-local-council",
      "source_urls": [
        "https://www.badverts.org/engage-with-your-local-council"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "A growing number of municipal and regional governments are using their role as landowners to ban advertising for high-emission products on civic infrastructure.",
      "finding": "Cities including Edinburgh, Sheffield, Cambridgeshire, and Somerset have introduced legally binding clauses into their advertising policies. These prohibit advertising corporations (such as JCDecaux or Clear Channel) from displaying advertising for flights, fossil-fuel-powered SUVs, and fossil fuels on municipal land (e.g. bus shelters, council-owned hoardings). The municipalities argue that promoting these products is in direct contradiction to their urban climate protection targets (\"Net Zero\").",
      "file": "data/regulation/reg-011.md"
    },
    {
      "id": "reg-012",
      "title": "The Swiss Federal Supreme Court confirms the legality of municipal advertising bans",
      "category": "regulation",
      "impact_score": 10,
      "year": 2024,
      "source_type": "court_ruling",
      "institution": "Ville de Vernier / Tribunal fédéral",
      "source_url": "https://www.vernier.ch/actualites/affichage-commercial-le-tribunal-federal-rejette-les-recours",
      "source_urls": [
        "https://www.vernier.ch/actualites/affichage-commercial-le-tribunal-federal-rejette-les-recours"
      ],
      "source_count": 1,
      "verification_status": "corrected",
      "verification_note": "Previous wording overstated the Vernier ruling as a Europe-wide precedent. Revised to a strong Swiss reference case with comparative value outside Switzerland.",
      "tags": [],
      "summary": "The legal assumption that a municipal complete ban on commercial poster advertising is automatically an impermissible interference with economic freedom was rejected by Switzerland's highest court in the Vernier case.",
      "finding": "The municipality of Vernier (Canton of Geneva) adopted a ban on commercial poster advertising visible from public space, aiming to protect landscape quality, living environment, and residents from unwanted commercial exposure. Companies and private individuals appealed. In 2024, the Swiss Federal Supreme Court rejected the appeals: the ban is compatible with fundamental rights and pursues environmental and social goals in the public interest.",
      "file": "data/regulation/reg-012.md"
    },
    {
      "id": "reg-013",
      "title": "The advertising industry's self-regulation is structurally inadequate and reactive",
      "category": "regulation",
      "impact_score": 8,
      "year": 2025,
      "source_type": "ngo",
      "institution": "Adfree Cities",
      "source_url": "https://adfreecities.org.uk/2025/09/uk-ad-regulation-under-fire-as-watchdog-refuses-to-investigate-own-ads/",
      "source_urls": [
        "https://adfreecities.org.uk/2025/09/uk-ad-regulation-under-fire-as-watchdog-refuses-to-investigate-own-ads/",
        "https://www.badverts.org/latest/uk-ad-watchdog-asa-asked-to-investigate-its-own-ads",
        "https://dera.ioe.ac.uk/id/eprint/30904/"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "Bodies of voluntary self- and co-regulation can only partly prevent harmful outdoor advertising because they often depend on complaints, narrow remits, and limited sanctions.",
      "finding": "The ASA case concerning its own ads illustrates typical weaknesses in such systems: jurisdictional limits, conflicts of interest, and reactive complaint procedures can mean that problematic campaigns are reviewed only after public criticism. The House of Commons Library describes the UK framework as a mix of self- and co-regulation. It is therefore not powerless, but limited and process-dependent.",
      "file": "data/regulation/reg-013.md"
    },
    {
      "id": "reg-014",
      "title": "Four US states have completely banned outdoor advertising to protect their economies and tourism",
      "category": "regulation",
      "impact_score": 9,
      "year": 2024,
      "source_type": "ngo",
      "institution": "Scenic America",
      "source_url": "https://www.scenic.org/take-action/resources/billboard-resources/model-legislation-for-banning-billboards/",
      "source_urls": [
        "https://www.scenic.org/take-action/resources/billboard-resources/model-legislation-for-banning-billboards/",
        "https://www.scenic.org/take-action/resources/billboard-resources/case-study-vermonts-billboard-ban/",
        "https://www.scenic.org/why-scenic-conservation/billboards-and-sign-control/billboard-facts-by-state/billboard-facts-comparative-charts/"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "A strict ban on outdoor advertising is not an economic disadvantage but a tangible economic competitive advantage — as four US states demonstrate.",
      "finding": "In the United States, the four states of Hawaii, Maine, Vermont, and Alaska have banned outdoor advertising across their entire territories by law. Contrary to the advertising industry's claim that bans harm local economies, the governments of these states argue the opposite: protecting the landscape (\"Scenic Beauty\") from visual pollution (\"Billboard Blight\") is a decisive factor in promoting tourism and quality of life. Preserving an unobstructed landscape is economically more valuable than advertising revenue.",
      "file": "data/regulation/reg-014.md"
    },
    {
      "id": "urban-007",
      "title": "Billboards in residential areas significantly lower adjacent property values",
      "category": "urban",
      "impact_score": 8,
      "year": 2019,
      "source_type": "ngo",
      "institution": "Scenic America / Urban Studies",
      "source_url": "https://www.scenic.org",
      "source_urls": [
        "https://www.scenic.org"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "Visual pollution from outdoor advertising does not merely harm aesthetics, but has directly measurable negative economic impacts on residents.",
      "finding": "Analyses of the US real estate market show that close proximity to commercial billboards (so-called \"billboard blight\") significantly reduces the value of adjacent residential properties. The contributing factors include light pollution from illumination or digital LEDs, the destruction of sightlines, and the psychological association of billboards with neglect and pure commercialization. This is particularly problematic because billboards have historically been concentrated disproportionately in already low-income neighborhoods (a pattern linked to \"redlining\" — the discriminatory practice of denying services to residents in minority neighborhoods).",
      "file": "data/urban/urban-007.md"
    },
    {
      "id": "alt-003",
      "title": "Metropolises temporarily replace commercial billboards with city-wide art exhibitions",
      "category": "alternatives",
      "impact_score": 8,
      "year": 2015,
      "source_type": "government",
      "institution": "The Guardian",
      "source_url": "https://www.theguardian.com/world/2015/may/07/tehran-swaps-death-to-america-billboards-picasso-matisse-hockney-iran",
      "source_urls": [
        "https://www.theguardian.com/world/2015/may/07/tehran-swaps-death-to-america-billboards-picasso-matisse-hockney-iran"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The infrastructure of outdoor advertising can be repurposed subversively. A project in Tehran demonstrated the enormous social and psychological healing effect of art in place of consumer pressure.",
      "finding": "In May 2015, the mayor of Tehran (Iran) ordered that all approximately 1,500 commercial advertising billboards in the metropolis be pasted over for ten days as part of the project \"A Gallery as Big as a Town.\" Instead of advertisements for smartphones and detergents, the billboards suddenly displayed works by Picasso, Matisse, Munch, and traditional Persian art. The experiment demonstrated impressively that the logistical infrastructure of the advertising industry can be used to transform a city into a giant open-air gallery and provide citizens with genuine cultural added value.",
      "file": "data/alternatives/alt-003.md"
    },
    {
      "id": "pol-005",
      "title": "Civil society 'adblock' networks block hundreds of new permit applications annually",
      "category": "politics",
      "impact_score": 8,
      "year": 2023,
      "source_type": "ngo",
      "institution": "Adfree Cities / Subvertisers International",
      "source_url": "https://adfreecities.org.uk/adblock",
      "source_urls": [
        "https://adfreecities.org.uk/adblock"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "Citizens are increasingly and successfully pushing back against the privatization of public space by outdoor advertising, by strategically using planning and building regulations.",
      "finding": "Local grassroots organizations (such as the Adblock network in the UK or Résistance à l'Agression Publicitaire (Resistance to Advertising Aggression) in France) systematically monitor municipal planning portals for new applications for DOOH screens and billboards. By mobilizing large numbers of residents and submitting well-founded objections (based on traffic safety, light pollution, and heritage protection), these groups regularly force advertising corporations to withdraw planning applications, or secure rejections from urban planning authorities.",
      "file": "data/politics/pol-005.md"
    },
    {
      "id": "pol-006",
      "title": "Legislative proposals from civil society: the 'Berlin Werbefrei' initiative",
      "category": "politics",
      "impact_score": 9,
      "year": 2018,
      "source_type": "ngo",
      "institution": "Berlin Werbefrei e.V.",
      "source_url": "https://berlin-werbefrei.de",
      "source_urls": [
        "https://berlin-werbefrei.de"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The commercialization of public space is encountering massive democratic resistance in Germany, which has manifested in formal legislative procedures.",
      "finding": "The citizens' initiative \"Berlin Werbefrei\" (Berlin Ad-Free) collected over 36,000 valid signatures in the first stage of a Volksbegehren (citizens' referendum process) in order to introduce its own far-reaching legislative draft into the Berlin Abgeordnetenhaus (state parliament). The draft envisions radically banning product and consumer advertising in Berlin's public space. Only advertising at the point of sale (e.g., the sign above a bakery), event announcements, and public interest information would remain permitted.",
      "file": "data/politics/pol-006.md"
    },
    {
      "id": "reg-015",
      "title": "French climate and advertising law bans fossil-energy advertising and decentralizes outdoor-ad policing",
      "category": "regulation",
      "impact_score": 9,
      "year": 2025,
      "source_type": "government",
      "institution": "Publicité responsable / Ministère de la Transition écologique",
      "source_url": "https://www.publicite-responsable.ecologie.gouv.fr/ressources-et-faq/comprendre-la-loi/article/la-loi-climat-et-resilience",
      "source_urls": [
        "https://www.publicite-responsable.ecologie.gouv.fr/ressources-et-faq/comprendre-la-loi/article/la-loi-climat-et-resilience",
        "https://entreprendre.service-public.gouv.fr/vosdroits/F38427?lang=en",
        "https://www.ecologie.gouv.fr/politiques-publiques/reglementation-publicite-exterieure-enseignes-preenseignes"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "France's Climate and Resilience Act introduced a national ban on advertising for fossil energy products and strengthened the decentralised framework for policing outdoor advertising.",
      "finding": "The robust legal claim is twofold: fossil-energy advertising is restricted at national level, and local authorities have a clearer role in enforcing outdoor-advertising rules. The law does not create a simple blanket ban on all digital outdoor advertising; local advertising regulations and national code provisions remain decisive.",
      "file": "data/regulation/reg-015.md"
    },
    {
      "id": "env-011",
      "title": "Digital screens in Germany require light-immission and insect-protection assessment",
      "category": "environment",
      "impact_score": 8,
      "year": 2021,
      "source_type": "government",
      "institution": "Bund/Länder-Arbeitsgemeinschaft für Immissionsschutz (LAI)",
      "source_url": "https://umwelt.sachsen.de/download/laerm_licht_mobilfunk/LAI_RL_Licht_09_2012_Stand_2015_red2018.pdf",
      "source_urls": [
        "https://umwelt.sachsen.de/download/laerm_licht_mobilfunk/LAI_RL_Licht_09_2012_Stand_2015_red2018.pdf",
        "https://www.umwelt.sachsen.de/beurteilung-von-lichtimmissionen-6346.html",
        "https://www.umweltportal.nrw.de/die-dunkle-seite-des-lichts-lichtverschmutzung",
        "https://www.bundesumweltministerium.de/FA2404"
      ],
      "source_count": 4,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The expansion of Digital Out-of-Home (DOOH) in Germany must be assessed through light immission, glare, room brightening and species-protection rules; blanket approval for high-brightness night operation cannot be inferred.",
      "finding": "The LAI guidance explains how light immissions can be assessed under the Federal Immission Control Act, especially room brightening and glare. State authorities treat it as an expert assessment basis. Species and insect-protection rules add further limits for artificial lighting, especially in outdoor areas and near protected biotopes. DOOH screens are therefore not just media surfaces, but light-emitting installations with potential immission and species-protection relevance.",
      "file": "data/environment/env-011.md"
    },
    {
      "id": "priv-002",
      "title": "The 'Path-to-Purchase' match: passive tracking of mobile IDs by DOOH kiosks",
      "category": "privacy",
      "impact_score": 9,
      "year": 2022,
      "source_type": "ngo",
      "institution": "Big Brother Watch / EFF",
      "source_url": "https://bigbrotherwatch.org.uk/campaigns/stop-facial-recognition/",
      "source_urls": [
        "https://bigbrotherwatch.org.uk/campaigns/stop-facial-recognition/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The linking of physical advertising locations with digital identity markers enables seamless tracking of citizens in public space.",
      "finding": "Modern DOOH kiosks (Digital-Out-of-Home) frequently use Wi-Fi and Bluetooth sensors to passively capture the unique MAC addresses or mobile advertising IDs of passers-by. This data is cross-referenced with location data from apps and third-party providers to measure the so-called \"path-to-purchase\": tracking whether a person who passed a poster later enters the advertised store or searches for the product online. NGOs such as Big Brother Watch criticize that this cross-referencing occurs without the informed consent of citizens and transforms public space into a private surveillance network.",
      "file": "data/privacy/priv-002.md"
    },
    {
      "id": "health-011",
      "title": "Artificial light at night can disrupt circadian rhythms and melatonin",
      "category": "health",
      "impact_score": 8,
      "year": 2017,
      "source_type": "peer-reviewed",
      "institution": "Current Sleep Medicine Reports / PubMed Central",
      "source_url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC5568574/",
      "source_urls": [
        "https://pmc.ncbi.nlm.nih.gov/articles/PMC5568574/",
        "https://pmc.ncbi.nlm.nih.gov/articles/PMC4284776/"
      ],
      "source_count": 2,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "Peer-reviewed chronobiology literature shows that artificial light at night can disrupt circadian regulation and suppress melatonin, depending on timing, intensity, spectrum, and duration.",
      "finding": "The evidence supports ALAN as a biological risk pathway, not a direct proof that every DOOH screen causes disease. Short-wavelength-rich night-time light is particularly relevant because circadian responses are sensitive to both brightness and spectral composition.",
      "file": "data/health/health-011.md"
    },
    {
      "id": "env-013",
      "title": "DOOH hardware requires lifecycle assessment: LED displays have manufacturing, operating, and end-of-life impacts",
      "category": "environment",
      "impact_score": 8,
      "year": 2015,
      "source_type": "peer-reviewed",
      "institution": "Procedia CIRP / Crossref",
      "source_url": "https://api.crossref.org/works/10.1016/j.procir.2015.02.003",
      "source_urls": [
        "https://api.crossref.org/works/10.1016/j.procir.2015.02.003",
        "https://pubmed.ncbi.nlm.nih.gov/36512948/",
        "https://ewastemonitor.info/the-global-e-waste-monitor-2024/"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The digitalisation of outdoor advertising shifts some environmental burdens from paper and printing materials to electronics, LED modules, power supplies, control systems, and disposal. The robust point is not a single service-life number for all DOOH screens, but the need for full lifecycle assessment.",
      "finding": "Lifecycle studies of LCD/LED displays and LED products show that manufacturing, use, and end-of-life can all carry relevant environmental impacts. LED components contain valuable and sometimes critical metals; recycling potential exists, but is not automatically realised. The Global E-waste Monitor 2024 also documents that e-waste is growing faster than formal collection and recycling.",
      "file": "data/environment/env-013.md"
    },
    {
      "id": "urban-009",
      "title": "Physical invasion of private space through light trespass (Light Trespass)",
      "category": "urban",
      "impact_score": 8,
      "year": 2022,
      "source_type": "ngo",
      "institution": "International Dark-Sky Association (IDA)",
      "source_url": "https://darksky.org/resources/guides-and-how-tos/electronic-billboards/",
      "source_urls": [
        "https://darksky.org/resources/guides-and-how-tos/electronic-billboards/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "Electronic billboards can create light trespass when their brightness, direction, operating hours, and proximity to homes are not properly constrained.",
      "finding": "The supported evidence is a planning and lighting-risk claim: high-luminance outdoor advertising can spill beyond the intended viewing area, increase nuisance glare, and affect residential amenity. The strength of the effect depends on screen design, luminance, distance, orientation, shielding, and night-time dimming.",
      "file": "data/urban/urban-009.md"
    },
    {
      "id": "psych-008",
      "title": "Screens that look back: real-time analysis of passersby through Anonymized Video Analytics (AVA)",
      "category": "psychology",
      "impact_score": 9,
      "year": 2021,
      "source_type": "ngo",
      "institution": "Privacy International",
      "source_url": "https://privacyinternational.org/examples/surveillance-billboards",
      "source_urls": [
        "https://privacyinternational.org/examples/surveillance-billboards"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "Modern advertising screens are equipped with sensors that scan the audience in real time in order to psychologically optimize advertising messages.",
      "finding": "An increasing number of DOOH installations integrate camera systems that capture the faces of passers-by using \"Anonymized Video Analytics\" (AVA). The technology analyzes in fractions of a second the age, gender, dwell time, and in some cases even the emotional reaction (mood) to the displayed advertising. Although the industry claims not to store images, the analysis occurs without the knowledge or consent of passers-by. This \"eye tracking\" in public space is used to perfect the effectiveness of manipulation techniques and to systematically undermine the cognitive defenses of citizens.",
      "file": "data/psychology/psych-008.md"
    },
    {
      "id": "equity-004",
      "title": "Hardware dumping: export of outdated and energy-intensive advertising infrastructure to the Global South",
      "category": "equity",
      "impact_score": 9,
      "year": 2022,
      "source_type": "ngo",
      "institution": "Basel Action Network (BAN) / E-Waste Monitor",
      "source_url": "https://www.ban.org",
      "source_urls": [
        "https://www.ban.org"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The modernization of advertising infrastructure in the Global North leads to the export of ecologically harmful and inefficient hardware to developing countries.",
      "finding": "When advertising companies in Europe or North America upgrade their inventory to the latest, more energy-efficient LED generation, the old, power-hungry, and often maintenance-intensive panels are frequently exported as \"second-hand hardware\" to countries in the Global South. There, these installations contribute to overloading local power grids and end up on informal waste dumps at the end of their lifecycle. This phenomenon is criticized as \"eco-colonialism\" (the externalization of environmental costs onto less powerful nations): the Global North \"cleans up\" its urban footprint while the ecological and energy-related damage is offloaded to countries with weaker environmental laws.",
      "file": "data/equity/equity-004.md"
    },
    {
      "id": "eco-007",
      "title": "The municipal debt trap: long-term dependency through advertising-financed urban infrastructure",
      "category": "economy",
      "impact_score": 8,
      "year": 2022,
      "source_type": "ngo",
      "institution": "Corporate Europe Observatory / Municipal Finance Studies",
      "source_url": "https://corporateeurope.org",
      "source_urls": [
        "https://corporateeurope.org"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "Long-term advertising contracts bind municipalities to private corporations and curtail democratic authority over the design of public space.",
      "finding": "Cities frequently enter into contracts lasting 15 to 20 years with advertising companies, in which the provision of bus shelters or public toilets is exchanged for exclusive advertising rights. These Public-Private Partnerships (PPPs) often develop into debt traps: municipalities lose control over the cityscape and can often only enforce new ecological or social standards (e.g. bans on junk food advertising) by making massive compensation payments to the companies. Furthermore, the locations of the infrastructure often prioritise advertising visibility rather than the needs of citizens, leading to neglect of outlying districts.",
      "file": "data/economy/eco-007.md"
    },
    {
      "id": "safety-004",
      "title": "Signal masking: DOOH impairs visibility of emergency and traffic signals",
      "category": "safety",
      "impact_score": 9,
      "year": 2021,
      "source_type": "peer-reviewed",
      "institution": "Traffic Safety Research Journal",
      "source_url": "https://www.trafficsafetyresearch.com",
      "source_urls": [
        "https://www.trafficsafetyresearch.com"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The extreme luminance of digital billboards can impede the perception of critical traffic signals and emergency vehicles.",
      "finding": "It is well established in the psychology of visual perception that stronger light stimuli can mask weaker ones. High-power LED screens positioned in the line of sight to traffic signals or road signs can drastically reduce their signal effectiveness, particularly at night or in poor weather conditions (rain, fog). Furthermore, the enormous brightness and color dynamics of DOOH installations can cause the flashing warning lights of approaching emergency vehicles (blue light) to be lost in the visual noise of the surroundings, or to be perceived too late — dangerously extending the reaction time of road users.",
      "file": "data/safety/safety-004.md"
    },
    {
      "id": "pol-007",
      "title": "Displacement of local culture: the commercialization of spaces for community art and murals",
      "category": "politics",
      "impact_score": 7,
      "year": 2022,
      "source_type": "ngo",
      "institution": "Urban Sociology Review / Culture Action Europe",
      "source_url": "https://cultureactioneurope.org",
      "source_urls": [
        "https://cultureactioneurope.org"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The aggressive expansion of commercial advertising space is depriving the local arts scene and civic movements of the physical space for non-commercial forms of expression.",
      "finding": "In many major cities, facades that were previously free or used for community murals (wall paintings) are being taken over by large-format advertising banners or digital screens. This process leads to a cultural homogenization: instead of locally rooted, political or aesthetic art, interchangeable global brand messages appear. Sociological studies show that this weakens residents' identification with their neighborhood, since public space is no longer perceived as a place for co-creation but as a pure consumption zone. The city's \"canvas\" is sold to the highest bidder instead of serving as a stage for local culture.",
      "file": "data/politics/pol-007.md"
    },
    {
      "id": "alt-004",
      "title": "Nordic Smart City Roadmap: smart-city development should be human-centred rather than display- and ad-driven",
      "category": "alternatives",
      "impact_score": 7,
      "year": 2021,
      "source_type": "government",
      "institution": "Nordic Innovation",
      "source_url": "https://pub.nordicinnovation.org/Nordic-Smart-City-Roadmap/",
      "source_urls": [
        "https://pub.nordicinnovation.org/Nordic-Smart-City-Roadmap/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The Nordic Smart City Roadmap frames smart-city development as a human-centred, inclusive, and collaborative process. Technology should support social values, quality of life, participation, privacy, and the common good, rather than becoming an end in itself or mainly commercial display infrastructure.",
      "finding": "The Roadmap pushes back against a narrow, technology-driven understanding of smart cities and instead sets citizen participation, inclusion, privacy, living-environment quality, biodiversity, health, and well-being as guiding principles. It does not prove a blanket effect of ad-free smart-city districts, but it provides a credible counter-model to infrastructure concepts that monetise public digital surfaces primarily as advertising carriers.",
      "file": "data/alternatives/alt-004.md"
    },
    {
      "id": "reg-016",
      "title": "Amsterdam votes in 2026 to ban meat and fossil advertising in public space; Haarlem was an earlier pioneer",
      "category": "regulation",
      "impact_score": 9,
      "year": 2026,
      "source_type": "grey-literature",
      "institution": "NL Times",
      "source_url": "https://nltimes.nl/2026/01/23/amsterdam-bans-fossil-fuel-meat-advertising-public-spaces",
      "source_urls": [
        "https://nltimes.nl/2026/01/23/amsterdam-bans-fossil-fuel-meat-advertising-public-spaces"
      ],
      "source_count": 1,
      "verification_status": "corrected",
      "verification_note": "Previous source/year mixed Haarlem 2022 and Amsterdam 2026. Revised to Amsterdam city council's 2026 decision with transition-period caveat; Haarlem retained as earlier pioneer.",
      "tags": [],
      "summary": "Dutch cities are increasingly using their control over public space to restrict advertising for emissions-intensive products. Amsterdam voted in January 2026 to ban fossil and meat advertising in public space; Haarlem was an earlier pioneer on meat advertising in 2022.",
      "finding": "Amsterdam's city council approved an APV-based ban on advertising for meat and fossil or climate-damaging products in public space. The exact start date was not finally fixed in the cited reporting; city officials indicated that a reasonable transition period was needed. The supported claim is therefore that Amsterdam adopted/formalised the ban, not that it was already fully implemented at every site.",
      "file": "data/regulation/reg-016.md"
    },
    {
      "id": "health-009",
      "title": "London's junk food advertising ban is estimated to prevent 95,000 obesity cases",
      "category": "health",
      "impact_score": 10,
      "year": 2022,
      "source_type": "peer-reviewed",
      "institution": "London School of Hygiene & Tropical Medicine (LSHTM)",
      "source_url": "https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1003915",
      "source_urls": [
        "https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1003915"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "Scientific studies document the massive positive effect of advertising restrictions on public health.",
      "finding": "A comprehensive study by LSHTM (London School of Hygiene & Tropical Medicine) and the University of Sheffield examined the 2019 ban on advertising for products high in fat, sugar, and salt (HFSS — High in Fat, Sugar and Salt) across the London transport network (TfL — Transport for London). The result: the ban led to a reduction in weekly energy intake from HFSS products of an average of 6.7% per household. This corresponds to a long-term prevention of an estimated 94,867 obesity cases and nearly 3,000 cases of type 2 diabetes in London. In addition, the British health system (NHS) is saving costs exceeding £200 million as a result.",
      "file": "data/health/health-009.md"
    },
    {
      "id": "reg-017",
      "title": "France strictly limits outdoor advertising in small municipalities and outside built-up areas",
      "category": "regulation",
      "impact_score": 8,
      "year": 2016,
      "source_type": "government",
      "institution": "Service-Public.fr / Direction de l'information légale et administrative",
      "source_url": "https://entreprendre.service-public.gouv.fr/vosdroits/F24301",
      "source_urls": [
        "https://entreprendre.service-public.gouv.fr/vosdroits/F24301"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "French environmental law places strict limits on outdoor advertising outside agglomerations and in smaller municipalities, with detailed exceptions and local-plan mechanisms.",
      "finding": "The corrected claim is not a universal total ban in every municipality below 10,000 inhabitants. France's code strongly restricts outdoor advertising outside built-up areas and applies additional rules depending on population size, local advertising plans, and the type of sign.",
      "file": "data/regulation/reg-017.md"
    },
    {
      "id": "health-010",
      "title": "Strict statutory advertising bans near schools to protect minors from consumer pressure",
      "category": "health",
      "impact_score": 9,
      "year": 2023,
      "source_type": "government",
      "institution": "Ministerium für Schule und Bildung NRW",
      "source_url": "https://recht.nrw.de/lrgv/gesetz/01082005-schulgesetz-fuer-das-land-nordrhein-westfalen-schulgesetz-nrw-schulg",
      "source_urls": [
        "https://recht.nrw.de/lrgv/gesetz/01082005-schulgesetz-fuer-das-land-nordrhein-westfalen-schulgesetz-nrw-schulg"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "In Germany, the school is legally enshrined as an advertising-free protected space in order to preserve pedagogical integrity and pupils' independence.",
      "finding": "As a representative example, § 99 of the Schulgesetz NRW (School Act for the State of North Rhine-Westphalia) stipulates that advertising that does not serve educational purposes is generally prohibited on school premises. This encompasses both the distribution of materials and the posting of posters on school grounds. The aim is to protect minors during a sensitive phase of development from the influence of commercial actors and to ensure that school remains a place of critical reflection rather than unfiltered consumption. Sponsoring is only permitted under the strictest conditions, with the advertising effect required to \"clearly take a back seat to the educational benefit.\"",
      "file": "data/health/health-010.md"
    },
    {
      "id": "eco-006",
      "title": "The concept of 'Advertised Emissions': outdoor advertising as a driver of Scope 3 emissions",
      "category": "economy",
      "impact_score": 9,
      "year": 2022,
      "source_type": "ngo",
      "institution": "Purpose Disruptors",
      "source_url": "https://www.purposedisruptors.org/what-are-advertised-emissions",
      "source_urls": [
        "https://www.purposedisruptors.org/what-are-advertised-emissions",
        "https://www.purposedisruptors.org/s/Advertised_Emissions_Report_2022_v1G_pages.pdf",
        "https://www.purposedisruptors.org/measure-resources"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The climate impact of the advertising industry extends far beyond the electricity consumption of screens — it lies in the induced additional consumption of CO2-intensive products.",
      "finding": "Reports by Purpose Disruptors show that advertising massively increases greenhouse gas emissions from the population by artificially boosting the sale of climate-damaging products (such as SUVs, air travel, or fast food). These \"Advertised Emissions\" account for a significant share of the ecological footprint of an urban society. Estimates for the UK market show that the additional demand generated by advertising increases emissions by approximately 32%. Outdoor advertising acts here as a \"Choice Architect\" that normalises climate-damaging lifestyles in public space.",
      "file": "data/economy/eco-006.md"
    },
    {
      "id": "reg-018",
      "title": "Cities use 'amenity' rules to halt the concentration of digital screens in disadvantaged neighborhoods",
      "category": "regulation",
      "impact_score": 7,
      "year": 2023,
      "source_type": "ngo",
      "institution": "Adfree Cities / Adblock Bristol",
      "source_url": "https://adfreecities.org.uk/2023/12/adblock-bristol-comments-bristol-council-local-plan/",
      "source_urls": [
        "https://adfreecities.org.uk/2023/12/adblock-bristol-comments-bristol-council-local-plan/",
        "https://adfreecities.org.uk/2025/06/how-bristol-blocked-50-new-billboards-and-how-you-can-too/",
        "https://www.bristolworld.com/news/campaign-group-reveals-locations-planned-advertised-screens-bristol-3721207"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "Bristol campaign material and local-plan responses show how 'amenity' and 'public safety' planning concepts can be used to challenge new advertising screens and billboards.",
      "finding": "The supported claim is procedural and planning-related: residents and campaigners can object to OOH/DOOH applications on visual amenity, light, road-safety, and local-policy grounds. Stronger claims about spatial equity require additional distributional data for specific neighbourhoods.",
      "file": "data/regulation/reg-018.md"
    },
    {
      "id": "env-012",
      "title": "Artificial light at night affects migratory birds; DOOH is an avoidable ALAN source",
      "category": "environment",
      "impact_score": 8,
      "year": 2021,
      "source_type": "peer-reviewed",
      "institution": "Environmental Evidence / Springer Nature",
      "source_url": "https://environmentalevidencejournal.biomedcentral.com/articles/10.1186/s13750-021-00246-8",
      "source_urls": [
        "https://environmentalevidencejournal.biomedcentral.com/articles/10.1186/s13750-021-00246-8",
        "https://www.nature.com/articles/s41598-018-21577-6",
        "https://darksky.org/resources/guides-and-how-tos/electronic-billboards/"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "Systematic evidence shows that artificial light at night can affect migratory birds; DOOH is one avoidable commercial source within the broader ALAN problem.",
      "finding": "The strongest evidence concerns ALAN generally rather than DOOH screens in isolation. Night lighting can alter attraction, orientation, timing, and collision risk for birds, with effects depending on spectrum, intensity, weather, location, and migration routes.",
      "file": "data/environment/env-012.md"
    },
    {
      "id": "psych-009",
      "title": "Advertising can promote materialistic attitudes in children",
      "category": "psychology",
      "impact_score": 9,
      "year": 2014,
      "source_type": "peer-reviewed",
      "institution": "Communication Research / SAGE",
      "source_url": "https://pure.eur.nl/en/publications/childrens-advertising-exposure-advertised-product-desire-and-mate",
      "source_urls": [
        "https://pure.eur.nl/en/publications/childrens-advertising-exposure-advertised-product-desire-and-mate",
        "https://pure.eur.nl/en/publications/the-unintended-effects-of-television-advertising-a-parent-child-s"
      ],
      "source_count": 2,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "children",
        "materialism",
        "values",
        "advertising",
        "psychology",
        "long-term-effects"
      ],
      "summary": "Peer-reviewed advertising research links advertising exposure to stronger materialistic attitudes among children, especially when advertising ties products to happiness, status, or identity.",
      "finding": "The source supports an association between advertising and materialism in children. It does not prove that OOH alone causes long-term psychological harm, but it provides a relevant mechanism for why unavoidable public advertising can matter for child protection.",
      "file": "data/psychology/psych-009.md"
    },
    {
      "id": "health-012",
      "title": "Outdoor alcohol advertising near schools is associated with later alcohol-use intentions among adolescents",
      "category": "health",
      "impact_score": 9,
      "year": 2007,
      "source_type": "peer-reviewed",
      "institution": "Journal of Studies on Alcohol and Drugs / University of Minnesota",
      "source_url": "https://experts.umn.edu/en/publications/outdoor-alcohol-advertising-near-schools-what-does-it-advertise-a/",
      "source_urls": [
        "https://experts.umn.edu/en/publications/outdoor-alcohol-advertising-near-schools-what-does-it-advertise-a/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "alcohol",
        "outdoor-advertising",
        "adolescents",
        "youth",
        "public-health",
        "schools"
      ],
      "summary": "Peer-reviewed longitudinal study examining the relationship between outdoor alcohol advertising near schools and later alcohol-use intentions, norms, attitudes and use indicators among adolescents.",
      "finding": "The study documented 931 alcohol advertisements within 1,500 feet of 63 Chicago school sites. Exposure to alcohol outdoor advertising in sixth grade predicted alcohol-use intentions at the end of eighth grade, including among adolescents who had not used alcohol in sixth grade. The robust finding is a longitudinal association with intentions, not standalone proof that OOH causally increases actual consumption.",
      "file": "data/health/health-012.md"
    },
    {
      "id": "env-014",
      "title": "Microplastics from PVC advertising banners contaminate soils and waterways in urban areas",
      "category": "environment",
      "impact_score": 8,
      "year": 2017,
      "source_type": "peer-reviewed",
      "institution": "Environmental Chemistry Letters, Springer",
      "source_url": "https://link.springer.com/article/10.1007/s10311-016-0569-z",
      "source_urls": [
        "https://link.springer.com/article/10.1007/s10311-016-0569-z"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "microplastics",
        "pvc",
        "environment",
        "urban",
        "pollution",
        "stormwater",
        "billboard"
      ],
      "summary": "PVC advertising banner materials — the standard material for large-format advertising — weather under UV radiation and mechanical abrasion into microplastic particles that enter soils, drainage systems, and waterways. In urban areas with a high density of OOH (out-of-home) advertising, this input pathway is significant.",
      "finding": "PVC advertising banners (standard advertising material) contain plasticizers such as DEHP (endocrine-disrupting) and stabilizers such as lead and cadmium. UV weathering produces microplastic particles < 5mm that enter urban stormwater runoff. Urban stormwater runoff transports microplastics directly into waterways — wastewater treatment filters out less than 60%.",
      "file": "data/environment/env-014.md"
    },
    {
      "id": "priv-003",
      "title": "Programmatic DOOH targeting is structurally non-compliant with the GDPR — no valid consent possible",
      "category": "privacy",
      "impact_score": 9,
      "year": 2020,
      "source_type": "government",
      "institution": "European Data Protection Board (EDPB)",
      "source_url": "https://edpb.europa.eu/our-work-tools/our-documents/guidelines/guidelines-32019-processing-personal-data-through-video_en",
      "source_urls": [
        "https://edpb.europa.eu/our-work-tools/our-documents/guidelines/guidelines-32019-processing-personal-data-through-video_en"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "gdpr",
        "dsgvo",
        "privacy",
        "dooh",
        "programmatic",
        "facial-recognition",
        "eu-law",
        "edpb"
      ],
      "summary": "The European Data Protection Board (EDPB) has clarified that capturing personal characteristics (age, gender, emotions) through camera systems in public advertising installations without valid consent is unlawful. The programmatic DOOH business model, which is based on audience measurement, is therefore structurally incompatible with the GDPR (General Data Protection Regulation, known in German as DSGVO — Datenschutz-Grundverordnung).",
      "finding": "DOOH screens use camera systems for the anonymized counting and classification of passers-by (Anonymized Video Analytics / AVA). The EDPB establishes: even when no biometric templates are stored, the processing of facial and bodily characteristics for audience analysis constitutes processing of personal data pursuant to Art. 4 GDPR. In public space, obtaining valid, informed consent from all those affected is practically impossible.",
      "file": "data/privacy/priv-003.md"
    },
    {
      "id": "reg-019",
      "title": "Belgium 2023: RTBF contract bans fossil advertising; national fossil-ad ban remained a bill",
      "category": "regulation",
      "impact_score": 7,
      "year": 2023,
      "source_type": "ngo",
      "institution": "World without Fossil Ads",
      "source_url": "https://www.worldwithoutfossilads.org/listing/first-public-broadcaster-to-ban-fossil-ads-in-belgium/",
      "source_urls": [
        "https://www.worldwithoutfossilads.org/listing/first-public-broadcaster-to-ban-fossil-ads-in-belgium/"
      ],
      "source_count": 1,
      "verification_status": "corrected",
      "verification_note": "Previous wording incorrectly described Belgium as having enacted a complete national fossil-fuel advertising ban including OOH/DOOH. Revised to RTBF public-broadcaster contract restriction plus legislative-momentum signal.",
      "tags": [
        "belgium",
        "fossil-fuels",
        "advertising-ban",
        "climate",
        "regulation",
        "dooh",
        "ooh"
      ],
      "summary": "The previous claim was too broad: Belgium did not enact a complete national fossil-fuel advertising ban including OOH/DOOH in 2023. The supported narrower fact is that the 2023-2027 RTBF public-broadcaster agreement bans commercial communications for fossil fuels, while broader Belgian fossil-ad bans were legislative initiatives.",
      "finding": "The RTBF agreement prohibits fossil-fuel commercial communications in the public-broadcasting context. A separate Belgian bill proposed a wider fossil-ad ban, but NGO documentation describes it as an ongoing proposal with scope limitations, not as a fully enacted national OOH ban. This claim must therefore not be used as evidence that all fossil advertising in Belgian public space is already illegal.",
      "file": "data/regulation/reg-019.md"
    },
    {
      "id": "safety-005",
      "title": "Pedestrian distraction is a real safety issue; DOOH can add visual load",
      "category": "safety",
      "impact_score": 6,
      "year": 2022,
      "source_type": "peer-reviewed",
      "institution": "Traffic Injury Prevention / PubMed Central",
      "source_url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC10413048/",
      "source_urls": [
        "https://pmc.ncbi.nlm.nih.gov/articles/PMC10413048/",
        "https://pubmed.ncbi.nlm.nih.gov/23682577/"
      ],
      "source_count": 2,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "pedestrian-safety",
        "distraction",
        "cycling",
        "urban",
        "dooh",
        "traffic",
        "cognitive-load"
      ],
      "summary": "Pedestrian distraction is a documented road-safety issue; DOOH can add visual load in crossing environments, but direct pedestrian-DOOH evidence remains limited.",
      "finding": "The peer-reviewed pedestrian study supports the general risk that distraction can reduce safe crossing behaviour. A separate driver-distraction study supports that digital billboards can capture visual attention. The combined claim is therefore a plausible safety-risk pathway, not a direct quantified crash effect for pedestrians.",
      "file": "data/safety/safety-005.md"
    },
    {
      "id": "culture-004",
      "title": "UNESCO warns: commercial outdoor advertising threatens the visual integrity of World Heritage Sites",
      "category": "culture",
      "impact_score": 8,
      "year": 2019,
      "source_type": "government",
      "institution": "UNESCO World Heritage Centre",
      "source_url": "https://whc.unesco.org/en/sustainabledevelopment/",
      "source_urls": [
        "https://whc.unesco.org/en/sustainabledevelopment/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "unesco",
        "heritage",
        "culture",
        "visual-integrity",
        "outdoor-advertising",
        "urban",
        "tourism"
      ],
      "summary": "UNESCO has explicitly identified commercial outdoor advertising as a threat to the visual integrity of World Heritage Sites in its guidelines for sustainable urban management. Several European cities have been called upon to limit OOH (Out-of-Home) advertising in buffer zones.",
      "finding": "Commercial outdoor advertising in historic city centres and UNESCO buffer zones undermines the authentic visual perception of cultural heritage sites. UNESCO defines \"Visual Integrity\" as a protected asset: the cityscape should reflect the historical significance of a place — large-scale advertising, particularly DOOH with animated content and night-time illumination, directly conflicts with this protection objective.",
      "file": "data/culture/culture-004.md"
    },
    {
      "id": "econ-008",
      "title": "Planned obsolescence of DOOH hardware generates billions in disposal costs borne by cities",
      "category": "economy",
      "impact_score": 8,
      "year": 2020,
      "source_type": "government",
      "institution": "United Nations University / ITU / ISWA",
      "source_url": "https://ewastemonitor.info/gem-2020/",
      "source_urls": [
        "https://ewastemonitor.info/gem-2020/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "e-waste",
        "hardware",
        "dooh",
        "obsolescence",
        "economy",
        "municipal-costs",
        "un"
      ],
      "summary": "DOOH (Digital Out-of-Home) hardware (LED screens, control units, power supply) has a real service life of 5–7 years, after which the hardware must be replaced. The disposal costs for electronic waste from commercial signage have so far been largely externalised — onto municipalities, taxpayers, and developing countries.",
      "finding": "The UN E-Waste Monitor 2020 documents that commercial electronic signage waste is one of the fastest-growing e-waste streams. DOOH hardware contains hazardous substances (lead, mercury in older LEDs, indium) for whose proper disposal no adequate take-back systems exist. Cities and municipalities bear the follow-on costs of advertising installations that are disposed of or illegally abandoned in public space.",
      "file": "data/economy/econ-008.md"
    },
    {
      "id": "pol-008",
      "title": "Berlin sells advertising rights in public space for €350 million — 20,643 advertising surfaces in one city",
      "category": "politics",
      "impact_score": 9,
      "year": 2018,
      "source_type": "government",
      "institution": "Der Tagesspiegel",
      "source_url": "https://www.tagesspiegel.de/berlin/berliner-senat-vergibt-rechte-fuer-aussenwerbung-einnahmen-des-landes-durch-werbung-steigen-signifikant/20834244.html",
      "source_urls": [
        "https://www.tagesspiegel.de/berlin/berliner-senat-vergibt-rechte-fuer-aussenwerbung-einnahmen-des-landes-durch-werbung-steigen-signifikant/20834244.html"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "berlin",
        "stadtvertrag",
        "wall",
        "jcdecaux",
        "ströer",
        "öffentlicher-raum",
        "privatisierung",
        "350-millionen",
        "werberechte",
        "exklusiv"
      ],
      "summary": "Berlin sold its advertising rights in public street space in 2018: for the next 15 years (from 2019), the state collects 350 million euros from advertising corporations. Berlin is the most heavily commercialized outdoor advertising city in Germany — 18.5% of total German OOH advertising revenues flow through a single city.",
      "finding": "Berlin has **20,643 advertising surfaces** that generate annual poster revenues of **272 million euros**. This represents 18.5% of all German outdoor advertising revenues. The rights were awarded in lots to Wall/JCDecaux (169 large-format illuminated panels + 883 display cases), ILG-Außenwerbung (2,500 Litfaßsäulen (round advertising columns)), Mediateam Stadtservice (4,100 poster sites), and Ströer (430 clock locations). Contract terms: 10–15 years.\n\nThe previous model of \"infrastructure in exchange for advertising rights\" (Wall maintained public toilets and fountains in exchange for advertising space) was replaced by direct payments — with the consequence that the Senate must now fund this infrastructure itself.",
      "file": "data/politics/pol-008.md"
    },
    {
      "id": "pol-009",
      "title": "Ströer booking system used as channel for €3 million in illegal AfD campaign donations — company refuses to provide information",
      "category": "politics",
      "impact_score": 9,
      "year": 2021,
      "source_type": "ngo",
      "institution": "CORRECTIV / ZDF Frontal / Der Spiegel",
      "source_url": "https://correctiv.org/top-stories/2021/09/15/afd-wahlkampf-werbung-millionenauftraege-anonyme-spender-spendenaffaere/",
      "source_urls": [
        "https://correctiv.org/top-stories/2021/09/15/afd-wahlkampf-werbung-millionenauftraege-anonyme-spender-spendenaffaere/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "ströer",
        "afd",
        "parteispenden",
        "correctiv",
        "political-advertising",
        "anonyme-spenden",
        "wahlkampf",
        "deutschland",
        "lobbyismus"
      ],
      "summary": "Investigative research by CORRECTIV, ZDF Frontal, and Der Spiegel: Between 2016 and 2018, more than 9,400 large-format posters for the AfD (Alternative für Deutschland, a right-wing political party) were booked in approximately 70 German cities via Ströer's booking system — paid for by anonymous donors for over 3 million euros. The AfD was registered in the booking system as a \"direct customer.\" Ströer left the catalogue of questions unanswered.",
      "finding": "The investigation documents: **over 3 million euros** of anonymous campaign support for the AfD via Ströer surfaces, of which 1.9 million euros were for the 2017 federal election (Bundestagswahl) (approx. 4,900 posters), 521,000 euros for the NRW state election (Landtagswahl), and 221,000 euros for Baden-Württemberg. Party law expert Sophie Schönberger stated: *\"We now have proof that the campaign was coordinated at least at the level of the poster producer\"* — a possible illegal party donation structure. Ströer regarded itself as a \"neutral service provider\" and refused to comment.",
      "file": "data/politics/pol-009.md"
    },
    {
      "id": "pol-010",
      "title": "Hannover: Ströer triples advertising infrastructure in 7 years — city refuses to disclose contract details",
      "category": "politics",
      "impact_score": 8,
      "year": 2021,
      "source_type": "ngo",
      "institution": "freiheitsfoo.de (Bürgerrechtsblog)",
      "source_url": "https://freiheitsfoo.de/2021/01/20/hannover-in-der-hand-von-stroeer/",
      "source_urls": [
        "https://freiheitsfoo.de/2021/01/20/hannover-in-der-hand-von-stroeer/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "hannover",
        "ströer",
        "stadtvertrag",
        "intransparenz",
        "öffentlicher-raum",
        "privatisierung",
        "kommunen",
        "dsm"
      ],
      "summary": "Documentation of the creeping commercialization of public space in Hanover (Hannover) by Ströer (subsidiary DSM — Deutsche Städte Medien GmbH): Between 2014 and 2021, Ströer tripled its advertising infrastructure in the city. The city refuses to provide information about contract details, claiming that the companies themselves should communicate their plans.",
      "finding": "Ströer's presence in Hanover in 2021 (according to the investigation): **90 City-Star columns, 1,200 large-format posters, 350 Mega-Light installations** (growth from 70 to 210 = ×3 since 2014), **2,200 City-Light post boxes, 11 LED billboards, 200 clock locations, 350 traditional Litfaßsäulen (round advertising columns)**. Origin: In 2009, DSM received approval for 7 City-Star systems in exchange for free election poster spaces at 45 locations. From those 7, the number grew to over 90.\n\nWhen asked about contract details, the city's press spokesperson replied: *\"Companies should communicate their own plans.\"*",
      "file": "data/politics/pol-010.md"
    },
    {
      "id": "reg-020",
      "title": "JCDecaux CEO: 'We know how to deal with decision-makers' — company openly discusses political influence",
      "category": "regulation",
      "impact_score": 8,
      "year": 2012,
      "source_type": "ngo",
      "institution": "Der Tagesspiegel",
      "source_url": "https://www.tagesspiegel.de/wirtschaft/wir-wissen-wie-man-mit-entscheidungstragern-umgeht-3779758.html",
      "source_urls": [
        "https://www.tagesspiegel.de/wirtschaft/wir-wissen-wie-man-mit-entscheidungstragern-umgeht-3779758.html"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "jcdecaux",
        "lobbying",
        "entscheidungsträger",
        "stadtverträge",
        "exklusiv",
        "öffentlicher-raum",
        "demokratie",
        "tagesspiegel"
      ],
      "summary": "A Tagesspiegel interview with the JCDecaux CEO: the managing director of the world's largest outdoor advertising company openly admits that the corporation deliberately cultivates networks with political decision-makers in cities in order to secure advertising rights contracts. This is the structural foundation of the \"street furniture\" (Stadtmöbel) business model.",
      "finding": "JCDecaux's business model is explicitly based on building relationships with political decision-makers in municipalities who decide on the allocation of advertising rights. The CEO stated: *\"We know how to deal with decision-makers.\"* JCDecaux holds a 15-year exclusive contract in Cologne (Köln) for 1,550 passenger shelters and 350 city information systems. In Berlin, JCDecaux/Wall held the dominant street furniture contract for decades. Karlsruhe also renewed its advertising rights contracts with Wall/JCDecaux.",
      "file": "data/regulation/reg-020.md"
    },
    {
      "id": "pol-011",
      "title": "Hamburg sells public space for €508M: JCDecaux and Ströer share exclusive contract",
      "category": "politics",
      "impact_score": 9,
      "year": 2023,
      "source_type": "government",
      "institution": "Transparenzportal Hamburg / Hamburgische Bürgerschaft",
      "source_url": "https://suche.transparenz.hamburg.de/dataset/jcdecaux-deutschland-gmbh-vertrag-werbung-an-stadtinformationsanlagen-und-fahrgastunterstaenden",
      "source_urls": [
        "https://suche.transparenz.hamburg.de/dataset/jcdecaux-deutschland-gmbh-vertrag-werbung-an-stadtinformationsanlagen-und-fahrgastunterstaenden"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "hamburg",
        "jcdecaux",
        "ströer",
        "stadtvertrag",
        "508-millionen",
        "öffentlicher-raum",
        "transparenz",
        "exklusiv",
        "werberechte"
      ],
      "summary": "Hamburg sold its public space advertising rights for 508 million euros to JCDecaux and Ströer following a Europe-wide tender in 2007/2009. JCDecaux received approximately 2,150 bus shelters (Fahrgastunterstände) and 350 city information systems (Stadtinformationsanlagen) (2009–2024). The contracts are publicly accessible in Hamburg's Transparenzportal (Transparency Portal) — one of the few German cities that publishes contract details.",
      "finding": "Hamburg guaranteed advertising corporations **508 million euros** in advertising revenues over the contract term in exchange for street furniture. Although the contracts stipulated that advertising systems were to be integrated into bus shelters, freestanding advertising systems flooded the cityscape — at nearly every major intersection in prominent locations. The Hamburgisches Transparenzportal (Hamburg Transparency Portal) publishes the contract documents for both lots (JCDecaux Lot 1: city information systems; JCDecaux Lot 2: 18/1 large-format advertising installations).",
      "file": "data/politics/pol-011.md"
    },
    {
      "id": "pol-012",
      "title": "Hedge fund Muddy Waters accuses Ströer of IFRS accounting fraud — stock drops 25% in 45 minutes",
      "category": "politics",
      "impact_score": 8,
      "year": 2016,
      "source_type": "commercial-research",
      "institution": "Muddy Waters Research",
      "source_url": "https://muddywatersresearch.com/research/sax/mw-is-short-stroeer/",
      "source_urls": [
        "https://muddywatersresearch.com/research/sax/mw-is-short-stroeer/"
      ],
      "source_count": 1,
      "verification_status": "source_critique",
      "verification_note": "Commercial short-seller research with independent=false and documented conflict. Retain only as an allegation/market-event claim with careful hedging.",
      "tags": [
        "ströer",
        "muddy-waters",
        "ifrs",
        "bilanzierung",
        "short-attack",
        "finanzskandal",
        "mdax",
        "buchhaltung"
      ],
      "summary": "In April 2016, the US short-seller Muddy Waters Research (known for uncovering accounting scandals at Chinese companies) published a report accusing Ströer SE & Co. KGaA of serious IFRS violations. The Ströer share price lost over 25% of its value within 45 minutes of publication (falling from €52 to below €35).",
      "finding": "Muddy Waters claimed that Ströer's reported organic growth, EBITDA, operating cash flow, and free cash flow were **substantially lower than reported** and violated IFRS (International Financial Reporting Standards) accounting standards — creating the false impression that the company was financing itself from its own resources. Specifically: digital organic growth rates were allegedly presented in a manipulated manner. Ströer rejected all allegations; the Frankfurt public prosecutor's office subsequently investigated Muddy Waters for possible market manipulation. WirtschaftsWoche (a German business weekly) reported again in 2021 on \"suspicious financial conduct\" by the corporation.",
      "file": "data/politics/pol-012.md"
    },
    {
      "id": "env-015",
      "title": "Study: 30% of all German TV commercials are climate killers — violates the State Media Treaty (2024)",
      "category": "environment",
      "impact_score": 9,
      "year": 2024,
      "source_type": "ngo",
      "institution": "Otto Brenner Stiftung / Universität Leipzig",
      "source_url": "https://www.otto-brenner-stiftung.de/reklame-fuer-klimakiller/",
      "source_urls": [
        "https://www.otto-brenner-stiftung.de/reklame-fuer-klimakiller/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "klimakiller",
        "werbung",
        "medienstaatsvertrag",
        "tv",
        "otto-brenner-stiftung",
        "fossile-produkte",
        "autos",
        "greenwashing",
        "deutschland"
      ],
      "summary": "The Otto Brenner Stiftung (Otto Brenner Foundation) and the University of Leipzig analyzed 9,779 advertising spots from German TV channels and YouTube. Result: **30.3% of all advertising spots** promote climate-damaging products and services — and in the assessment of the researchers, thereby violate the Medienstaatsvertrag (Interstate Media Treaty), which prohibits advertising for highly environmentally harmful behavior.",
      "finding": "9,779 spots were manually coded (approx. 52 hours of video material). **Every third spot** advertises climate killers — primarily automobiles, aviation, and food. Particularly absurd according to the study: advertising for climate-damaging products frequently conveys the message that one is doing something good for the environment (greenwashing). The study authors call for strict regulation or a complete advertising ban for climate-damaging product categories. Although the study examines TV and YouTube, the product categories (cars, flights, fossil energy) apply equally to OOH/DOOH advertising.",
      "file": "data/environment/env-015.md"
    },
    {
      "id": "reg-021",
      "title": "The Hague: first city worldwide to ban fossil fuel OOH advertising for cars, flights & cruises from 2025",
      "category": "regulation",
      "impact_score": 10,
      "year": 2025,
      "source_type": "court_ruling",
      "institution": "Rechtbank Den Haag / Rechtspraak",
      "source_url": "https://www.rechtspraak.nl/organisatie-en-contact/organisatie/rechtbanken/rechtbank-den-haag/nieuws/verbod-op-het-maken-van-fossiele-reclame--in-den-haag-blijft-in-stand",
      "source_urls": [
        "https://www.rechtspraak.nl/organisatie-en-contact/organisatie/rechtbanken/rechtbank-den-haag/nieuws/verbod-op-het-maken-van-fossiele-reclame--in-den-haag-blijft-in-stand"
      ],
      "source_count": 1,
      "verification_status": "corrected",
      "verification_note": "Source changed from secondary trade press to Rechtspraak summary. Wording tightened to APV-based local outdoor-ad ban effective 1 January 2025 and verified category scope.",
      "tags": [
        "den-haag",
        "niederlande",
        "fossil-fuel",
        "werbeverbot",
        "ooh",
        "dooh",
        "autos",
        "flüge",
        "kreuzfahrten",
        "klimaschutz",
        "2025",
        "eu"
      ],
      "summary": "The Hague (Den Haag, Netherlands, population roughly 500,000) has had an APV-based ban on fossil outdoor advertising in public space since 1 January 2025. The ban covers advertising for fossil fuels, air holidays, airline tickets, grey electricity contracts, gas contracts, cruises, and cars with fossil-fuel or hybrid engines.",
      "finding": "The Den Haag ban is **a direct OOH/DOOH prohibition** for advertising in public space. Rechtbank Den Haag describes the scope as advertising in public space for fossil fuels, air holidays, airline tickets, grey electricity contracts, gas contracts, cruises, and cars with fossil-fuel or hybrid engines. ANVR, TUI, D-Reizen, and Prijsvrij challenged the ban in interim proceedings; their claims were rejected in April 2025. Further cities discussing or enacting similar bans include Amsterdam, Edinburgh, Sydney, Zwolle, Tilburg, and Graz. Belgium enacted a national fossil-fuel advertising restriction in selected media in 2023.",
      "file": "data/regulation/reg-021.md"
    },
    {
      "id": "reg-022",
      "title": "Hamburg Regional Court: Shell advertising claiming CO2-neutral driving for 1.1 cents/litre is misleading — fossil climate-neutrality claims legally vulnerable",
      "category": "regulation",
      "impact_score": 9,
      "year": 2024,
      "source_type": "ngo",
      "institution": "Deutsche Umwelthilfe e.V. / Landgericht Hamburg",
      "source_url": "https://www.duh.de/presse/pressemitteilungen/pressemitteilung/erfolgreiche-klimaklage-der-deutschen-umwelthilfe-gegen-shell-landgericht-hamburg-untersagt-irrefueh/",
      "source_urls": [
        "https://www.duh.de/presse/pressemitteilungen/pressemitteilung/erfolgreiche-klimaklage-der-deutschen-umwelthilfe-gegen-shell-landgericht-hamburg-untersagt-irrefueh/"
      ],
      "source_count": 1,
      "verification_status": "corrected",
      "verification_note": "Claim supported by DUH press release and independent trade coverage, but source is not the court judgment itself. Wording tightened from broad 'OOH greenwashing banned' to fossil-fuel climate-neutrality claims being legally attackable.",
      "tags": [
        "shell",
        "greenwashing",
        "duh",
        "landgericht-hamburg",
        "co2-neutral",
        "irreführend",
        "klage",
        "urteil",
        "ooh-werbung",
        "2024",
        "deutschland"
      ],
      "summary": "According to Deutsche Umwelthilfe, the Hamburg Regional Court prohibited Shell Deutschland on 9 August 2024 from continuing to advertise allegedly CO2-neutral driving and CO2-neutral motor oil. The concrete claim was that CO2-neutral driving was possible for 1.1 cents per litre. DUH had filed suit in 2022 after Shell refused to submit a cease-and-desist declaration.",
      "finding": "Shell promised CO2 neutrality through offset projects, including forest protection in Peru and Indonesia. DUH argued that the claim was misleading because Shell did not transparently explain how neutrality was achieved and because short- to medium-term forest-protection credits are unsuitable for compensating CO2 that remains in the atmosphere for centuries. The case was heard by the Hamburg Regional Court under file no. 315 O 108/22. Separately, a 2021 Greenpeace/DeSmog analysis found that across six European fossil-fuel companies, an average 63% of analysed online posts qualified as greenwashing; Shell was among the companies with a particularly high share.",
      "file": "data/regulation/reg-022.md"
    },
    {
      "id": "reg-023",
      "title": "CJEU confirms EU state-aid case against JCDecaux Brussels: advertising displays without rent or taxes created unlawful advantage",
      "category": "regulation",
      "impact_score": 10,
      "year": 2024,
      "source_type": "court_ruling",
      "institution": "Court of Justice of the European Union / European Commission",
      "source_url": "https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:62022CJ0710",
      "source_urls": [
        "https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:62022CJ0710"
      ],
      "source_count": 1,
      "verification_status": "corrected",
      "verification_note": "Updated from 2015 Commission investigation press release to final CJEU appeal judgment C-710/22 P. Wording tightened to concrete EU state-aid recovery risk, avoiding broad corruption/systematic-use assertions.",
      "tags": [
        "jcdecaux",
        "brüssel",
        "staatsbeihilfe",
        "eu-kommission",
        "phantom-billboards",
        "korruption",
        "eu-recht",
        "wettbewerbsrecht",
        "2019",
        "eu"
      ],
      "summary": "In 2019, the European Commission decided that Belgium/the City of Brussels had granted JCDecaux incompatible state aid by allowing continued use of certain advertising displays without rent or taxes. The EU General Court upheld the decision in 2022; the Court of Justice dismissed JCDecaux's appeal on 26 September 2024.",
      "finding": "JCDecaux continued using certain advertising displays in Brussels beyond the dates provided for in the contract, without the City of Brussels charging rent or taxes. The Commission classified this as an economic advantage and ordered recovery of the aid. The General Court confirmed the Commission decision in T-642/19; the CJEU confirmed it in C-710/22 P. Clear Channel Belgium had lodged the original complaint with the Commission.",
      "file": "data/regulation/reg-023.md"
    },
    {
      "id": "pol-013",
      "title": "JCDecaux founder Jean-Claude Decaux criminally convicted of corruption — Bordeaux Tribunal, France",
      "category": "politics",
      "impact_score": 7,
      "year": 2000,
      "source_type": "government",
      "institution": "Tribunal de Bordeaux / Marketing Week",
      "source_url": "https://www.marketingweek.com/decaux-sentenced-in-corruption-scandal-2/",
      "source_urls": [
        "https://www.marketingweek.com/decaux-sentenced-in-corruption-scandal-2/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "jcdecaux",
        "korruption",
        "strafurteil",
        "bordeaux",
        "frankreich",
        "günstlingswirtschaft",
        "beschaffung",
        "öffentliche-aufträge"
      ],
      "summary": "Jean-Claude Decaux, founder and chairman of JCDecaux, was convicted by the Tribunal de Bordeaux (Bordeaux Criminal Court, France) for \"favoritisme\" (favoritism/cronyism) and corruption in the awarding of public contracts. The trigger: a contract worth 39.8 million francs (approx. 6 million euros) for school clocks in 204 schools of the Aquitaine Regional Council was awarded without competitive tender to a Decaux subsidiary. Senator Jacques Verlade was convicted of bribery. Decaux received a six-month suspended sentence and a fine of 100,000 francs. He lodged an appeal.",
      "finding": "The case documents the direct personal involvement of the JCDecaux group chairman in the manipulation of public procurement procedures. Instead of a competitive tender, a Decaux company obtained the contract through personal relationships with an elected politician. The criminal court found the award to be unlawful and issued convictions.",
      "file": "data/politics/pol-013.md"
    },
    {
      "id": "pol-014",
      "title": "Berlin: court allows JCDecaux to keep financial terms of BVG advertising contract secret",
      "category": "politics",
      "impact_score": 8,
      "year": 2019,
      "source_type": "government",
      "institution": "FragDenStaat / Verwaltungsgericht Berlin",
      "source_url": "https://fragdenstaat.de/blog/2019/09/02/senuvk-werbevertrage/",
      "source_urls": [
        "https://fragdenstaat.de/blog/2019/09/02/senuvk-werbevertrage/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "berlin",
        "jcdecaux",
        "wall-gmbh",
        "ströer",
        "bvg",
        "vertragsgeheimnis",
        "informationsfreiheit",
        "öffentlicher-nahverkehr",
        "transparenz",
        "2019",
        "deutschland"
      ],
      "summary": "FragDenStaat (a German freedom-of-information platform, comparable to \"Ask the State\") filed a freedom of information request for the disclosure of advertising rights contracts between the BVG (Berliner Verkehrsbetriebe, Berlin's public transport operator) and Wall GmbH (a JCDecaux subsidiary) as well as Ströer. The Berlin Administrative Court ruled in 2019: the financial terms of the contracts do not have to be disclosed — even though the contracts themselves contained a clause stating they held \"no trade secrets.\" The court nonetheless weighed JCDecaux's interest in confidentiality more heavily than the public interest in transparency.",
      "finding": "The public finances public infrastructure through taxes (BVG buses, trams, metro stations), on which JCDecaux exclusively places advertising. The precise financial terms — that is, how much the city receives for the use of its infrastructure — remain secret. The only publicly known figure: BVG advertising revenues amounted to approximately 10 million euros per year according to the authority's own statements. JCDecaux's original bid from 2006 is reported to have been 103 million euros over the contract term. The contract was renewed in 2021 for a further five years without a public tender.",
      "file": "data/politics/pol-014.md"
    },
    {
      "id": "reg-024",
      "title": "Switzerland: Federal Supreme Court confirms complete advertising ban in Vernier — 172 billboards removed, Zurich and Bern to follow",
      "category": "regulation",
      "impact_score": 10,
      "year": 2024,
      "source_type": "court_ruling",
      "institution": "Ville de Vernier / Tribunal fédéral",
      "source_url": "https://www.vernier.ch/actualites/affichage-commercial-le-tribunal-federal-rejette-les-recours",
      "source_urls": [
        "https://www.vernier.ch/actualites/affichage-commercial-le-tribunal-federal-rejette-les-recours"
      ],
      "source_count": 1,
      "verification_status": "corrected",
      "verification_note": "Source changed from secondary NGO/press coverage to Vernier/Federal Supreme Court summary. Removed overbroad claims that the precedent automatically applies to all Swiss municipalities or that Zurich/Bern had already followed.",
      "tags": [
        "schweiz",
        "vernier",
        "zürich",
        "bern",
        "bundesgericht",
        "werbeverbot",
        "visual-pollution",
        "billboard-ban",
        "ooh",
        "dooh",
        "2024"
      ],
      "summary": "The Swiss Federal Supreme Court confirmed in 2024 that the municipality of Vernier (Canton of Geneva) may ban commercial poster advertising visible from public space, including advertising located on private land. The ban serves landscape quality, living environment, reduction of visual pollution, and protection from unwanted commercial exposure. Of 172 previous advertising locations, the city says almost all were removed; 26 locations remain for cultural and sports notices.",
      "finding": "The Federal Supreme Court did not classify the ban as an impermissible economic-policy measure, but as legitimate municipal regulation with environmental and social goals. Vernier points to visual pollution, overconsumption, over-indebtedness, and freeing public space. The ruling creates a robust Swiss reference case; whether other municipalities can adopt comparable rules depends on their legal basis, political process, and policy design.",
      "file": "data/regulation/reg-024.md"
    },
    {
      "id": "reg-025",
      "title": "Amsterdam: first capital city worldwide to ban OOH advertising for fossil fuels AND meat — in force from May 2026",
      "category": "regulation",
      "impact_score": 10,
      "year": 2026,
      "source_type": "government",
      "institution": "Rijksoverheid / Ministerie van Economische Zaken en Klimaat",
      "source_url": "https://www.rijksoverheid.nl/documenten/kamerstukken/2026/02/10/kamervragen-over-het-besluit-de-gemeente-amsterdam-verbod-fossiele-reclame",
      "source_urls": [
        "https://www.rijksoverheid.nl/documenten/kamerstukken/2026/02/10/kamervragen-over-het-besluit-de-gemeente-amsterdam-verbod-fossiele-reclame"
      ],
      "source_count": 1,
      "verification_status": "needs_primary_source",
      "verification_note": "Source changed from secondary press coverage to Dutch government parliamentary-answer page. Still worth adding the exact Amsterdam council decision URL if available.",
      "tags": [
        "amsterdam",
        "niederlande",
        "fossil-fuel",
        "werbeverbot",
        "fleisch",
        "ooh",
        "dooh",
        "hauptstadt",
        "klimaschutz",
        "2026",
        "eu"
      ],
      "summary": "Amsterdam passed a law in January 2026 (by 27:17 council votes) — the first statutory ban by a capital city on OOH advertising for fossil fuels, meat, flights, petrol/diesel vehicles, and gas heating — covering all public surfaces including trams, trains, buses, and digital screens. In force from 1 May 2026. A second phase bans, from April 2028, corporate image advertising by high-emission companies as well. The city council withstood intensive lobbying pressure from industry and the national government.",
      "finding": "Amsterdam goes beyond The Hague (fossil fuels only) by including meat and flights for the first time. The vote was passed despite a final lobbying offensive. The ban covers all DOOH networks in public space. The 2028 second phase explicitly targets \"Corporate Image Advertising\" by companies with high CO₂ emissions — a precedent for corporate brand communications. The city council described lobbying by industry and government as inappropriate interference in democratic decision-making processes.",
      "file": "data/regulation/reg-025.md"
    },
    {
      "id": "env-016",
      "title": "German Energy Saving Ordinance restricted illuminated outdoor advertising — 113,000 MWh/year is an industry figure for DOOH consumption",
      "category": "environment",
      "impact_score": 9,
      "year": 2022,
      "source_type": "industry",
      "institution": "ADZINE / IDOOH / Bundesregierung Deutschland",
      "source_url": "https://www.adzine.de/2022/09/energiesparverordnung-trifft-auf-unverstaendnis-bei-den-aussenwerbern/",
      "source_urls": [
        "https://www.adzine.de/2022/09/energiesparverordnung-trifft-auf-unverstaendnis-bei-den-aussenwerbern/"
      ],
      "source_count": 1,
      "verification_status": "corrected",
      "verification_note": "Previous wording incorrectly said the German government confirmed 113,000 MWh/year. The shutdown duty is government-backed via EnSikuMaV; the 113,000 MWh figure is an industry self-report and is now labelled accordingly.",
      "tags": [
        "energieverbrauch",
        "dooh",
        "deutschland",
        "energiesparverordnung",
        "nachtabschaltung",
        "bundesregierung",
        "klimaschutz",
        "2022"
      ],
      "summary": "In September 2022, Germany's Short-Term Energy Supply Security Measures Ordinance (EnSikuMaV) came into force. Section 11 initially prohibited operation of illuminated or light-emitting advertising installations from 22:00 to 16:00; from October 2022 the duty was amended to 22:00 to 6:00. The figure **113,000 MWh/year** is not a government figure, but an industry figure for annual energy consumption by digital outdoor advertising in Germany.",
      "finding": "The EnSikuMaV shows that the German state treated illuminated advertising as switchable consumption during the energy crisis. ADZINE reported the reactions of IDOOH and FAW; the reporting confirms that affected DOOH providers implemented the requirements and that digital screens were explicitly within scope unless exceptions such as traffic or public safety applied. The 113,000 MWh figure should be read as an industry-side magnitude, not an independently verified official measurement.",
      "file": "data/environment/env-016.md"
    },
    {
      "id": "safety-006",
      "title": "Swedish Trafikverket study: digital billboards on motorways attract longer driver glances",
      "category": "safety",
      "impact_score": 8,
      "year": 2013,
      "source_type": "peer-reviewed",
      "institution": "Schwedische Transportverwaltung (Trafikverket) / Accident Analysis & Prevention",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/23682577/",
      "source_urls": [
        "https://pubmed.ncbi.nlm.nih.gov/23682577/"
      ],
      "source_count": 1,
      "verification_status": "corrected",
      "verification_note": "Previous wording overclaimed dangerous gaze deviation and removal as a documented consequence. Revised to longer gaze/fixation evidence with the authors' caveat that safety hazard cannot be concluded from the available data alone.",
      "tags": [
        "fahrablenkung",
        "dooh",
        "autobahn",
        "schweden",
        "eye-tracking",
        "verkehrssicherheit",
        "2013",
        "peer-reviewed"
      ],
      "summary": "Trafikverket had twelve digital billboards installed on a trial basis on a three-lane urban motorway section in Stockholm. An instrumented vehicle study with 41 drivers using eye-tracking documented longer and more frequent fixations on electronic billboards than on other road signs.",
      "finding": "The real-road, instrumented-vehicle, eye-tracking design is methodologically stronger than pure simulator work. The measurements showed longer dwell time, greater fixation count and longer maximum fixation duration for electronic billboards. At the same time, the publication found no effect on measured driving-performance variables and concluded cautiously that the safety-hazard question could not be answered conclusively from the available data.",
      "file": "data/safety/safety-006.md"
    },
    {
      "id": "priv-004",
      "title": "Clear Channel RADAR: billboards track mobile phone movement profiles of passersby — US senators demand investigation",
      "category": "privacy",
      "impact_score": 8,
      "year": 2016,
      "source_type": "ngo",
      "institution": "NPR / US-Senat (Schumer, Franken) / Private Internet Access",
      "source_url": "https://www.npr.org/sections/thetwo-way/2016/02/29/468598100/using-billboards-company-will-collect-personal-information-to-help-advertisers",
      "source_urls": [
        "https://www.npr.org/sections/thetwo-way/2016/02/29/468598100/using-billboards-company-will-collect-personal-information-to-help-advertisers"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "clear-channel",
        "radar",
        "überwachung",
        "tracking",
        "mobiltelefon",
        "datenschutz",
        "usa",
        "eu",
        "senat",
        "2016"
      ],
      "summary": "Clear Channel Outdoor Americas launched the program \"RADAR\" in 2016: anonymized location data from mobile phones (via partners such as AT&T, Placed, PlaceIQ) are linked with the reach of Clear Channel billboards in order to analyze the movement patterns of passers-by. US Senator Charles Schumer publicly described the system as \"spy billboards.\" Senator Al Franken formally requested written information on consent mechanisms, data sharing, and security measures. RADAR was subsequently also rolled out in Europe (UK, Spain, Sweden).",
      "finding": "RADAR uses mobile phone location data to create behavioral patterns and movement profiles of people in public space — without their knowledge and without direct consent. Privacy advocates criticized: the claim of \"anonymization\" is unverifiable. In Europe, RADAR was adapted for GDPR compliance; the fundamental problem — commercial surveillance of public spaces without active consent — remains structurally unchanged. DOOH displays effectively function as data points in a private surveillance network.",
      "file": "data/privacy/priv-004.md"
    },
    {
      "id": "safety-007",
      "title": "US DOT study: digital billboards correlate with higher crash rates across 18 sites",
      "category": "safety",
      "impact_score": 8,
      "year": 2015,
      "source_type": "government",
      "institution": "Georgia Institute of Technology / US Department of Transportation",
      "source_url": "https://rosap.ntl.bts.gov/view/dot/36939",
      "source_urls": [
        "https://rosap.ntl.bts.gov/view/dot/36939"
      ],
      "source_count": 1,
      "verification_status": "corrected",
      "verification_note": "Previous wording implied direct causal proof and fixed headline percentages. Revised to the US DOT repository abstract: digital billboard presence was correlated with increased crash rates in influence zones across 18 Alabama/Florida sites.",
      "tags": [
        "verkehrsunfall",
        "digital-billboard",
        "highway",
        "fahrablenkung",
        "usa",
        "florida",
        "alabama",
        "crashrate",
        "2015",
        "peer-reviewed"
      ],
      "summary": "A government-funded US study analysed 18 digital billboard locations in Alabama and Florida. The crash analysis found higher crash rates in digital-billboard influence zones compared with downstream control areas on the same routes.",
      "finding": "The study compared crash data at 18 DOOH sites with control points downstream. Result: the presence of digital billboards was correlated with increased crash rates in billboard influence zones, and sideswipe and rear-end crashes were overrepresented. Important caveat: the source frames the finding as correlation and notes that the relationship between digital billboards and traffic safety is complex.",
      "file": "data/safety/safety-007.md"
    },
    {
      "id": "pol-015",
      "title": "Frankfurt: Ströer contract at 1/13 of Hamburg market price — public space for €2.6 million/year instead of €34 million/year",
      "category": "politics",
      "impact_score": 8,
      "year": 2017,
      "source_type": "ngo",
      "institution": "W&V (Werben & Verkaufen)",
      "source_url": "https://www.wuv.de/Archiv/Str%C3%B6er-wirbt-in-Frankfurt-zum-Schn%C3%A4ppchenpreis",
      "source_urls": [
        "https://www.wuv.de/Archiv/Str%C3%B6er-wirbt-in-Frankfurt-zum-Schn%C3%A4ppchenpreis"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "frankfurt",
        "ströer",
        "unterbewertung",
        "öffentlicher-raum",
        "vertragskonditionen",
        "hamburg",
        "marktpreis",
        "2017",
        "deutschland"
      ],
      "summary": "A W&V (Werben & Verkaufen, a German advertising industry trade publication) investigation (2017) found: Ströer DSM held outdoor advertising rights in Frankfurt at a fixed lease rate of only €409,000 annually plus revenue sharing — a total of approximately €2.6 million per year for the city. By comparison: Hamburg had re-tendered its OOH rights in 2007 and has since received approximately €34 million per year. Frankfurt was thus receiving, by calculation, **1/13 of the Hamburg market price** for comparable-sized public space.",
      "finding": "The disparity — €2.6 million vs. €34 million for comparable municipal advertising rights — demonstrates how strongly municipal revenues depend on negotiating power and transparency during the award process. Frankfurt was contractually obligated to re-tender by January 1, 2018. The study implies that without this comparative pressure, many German cities are permanently ceding public space to OOH corporations at far below market value — without democratic oversight of the foregone value.",
      "file": "data/politics/pol-015.md"
    },
    {
      "id": "health-013",
      "title": "Umbrella review: gambling advertising is associated with attitudes, gambling intention and gambling activity",
      "category": "health",
      "impact_score": 9,
      "year": 2023,
      "source_type": "peer-reviewed",
      "institution": "Public Health / Elsevier DOI",
      "source_url": "https://doi.org/10.1016/j.puhe.2022.11.019",
      "source_urls": [
        "https://doi.org/10.1016/j.puhe.2022.11.019",
        "https://www.drugsandalcohol.ie/38012/",
        "https://www.greo.ca/Modules/EvidenceCentre/Details/the-impact-of-gambling-related-advertising-an-umbrella-review",
        "https://pmc.ncbi.nlm.nih.gov/articles/PMC11907332/"
      ],
      "source_count": 4,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "glücksspiel",
        "werbung",
        "sucht",
        "kinder",
        "jugendliche",
        "dosisabhängigkeit",
        "kausalität",
        "umbrella-review",
        "2023",
        "ooh"
      ],
      "summary": "A 2023 umbrella review in Public Health synthesised systematic reviews on gambling marketing and found evidence linking gambling advertising to attitudes, intentions, and gambling activity.",
      "finding": "The review reports consistent evidence that gambling advertising can shape more positive attitudes toward gambling and increase intention or activity, while noting heterogeneity and limits in the underlying evidence. It is not OOH-specific proof, but it is strong public-health background evidence for restricting gambling marketing in unavoidable public spaces.",
      "file": "data/health/health-013.md"
    },
    {
      "id": "reg-026",
      "title": "EU Directive 2024/825: generic greenwashing claims in advertising banned — 'CO2-neutral' without evidence illegal from 2026",
      "category": "regulation",
      "impact_score": 9,
      "year": 2024,
      "source_type": "government",
      "institution": "Europäische Kommission / EUR-Lex",
      "source_url": "https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=OJ:L_202400825",
      "source_urls": [
        "https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=OJ:L_202400825"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "eu-richtlinie",
        "greenwashing",
        "co2-neutral",
        "klimafreundlich",
        "werbung",
        "ooh",
        "dooh",
        "verbraucher",
        "2024",
        "2026",
        "eu"
      ],
      "summary": "EU Directive 2024/825 (\"Empowering Consumers for the Green Transition\"), adopted on 27 March 2024, bans generic environmental claims in advertising without specific evidence on the same medium. Banned from September 2026 (national transposition required by March 2026): statements such as \"CO2-neutral\", \"climate-friendly\", \"energy-efficient\", \"green\", \"biodegradable\" without quantified substantiation. Also banned: climate neutrality claims based solely on CO₂ offset projects.",
      "finding": "The Directive applies to all advertising formats — including OOH and DOOH. Since billboards offer physically limited space, generic greenwashing claims on DOOH screens will in practice become impossible: a \"CO2-neutral\" claim on a digital display without detailed supporting evidence on the same medium will be EU-unlawful from 2026. The associated Green Claims Directive (more detailed regulation) was withdrawn by the Commission in 2025 — but Directive 2024/825 remains in force.",
      "file": "data/regulation/reg-026.md"
    },
    {
      "id": "health-014",
      "title": "WHO Guideline 2023: Mandatory Statutory Restrictions on Child-Directed Marketing — Including in Public Spaces",
      "category": "health",
      "impact_score": 10,
      "year": 2023,
      "source_type": "who-report",
      "institution": "World Health Organization (WHO)",
      "source_url": "https://www.who.int/publications/i/item/9789240075412",
      "source_urls": [
        "https://www.who.int/publications/i/item/9789240075412",
        "https://iris.who.int/handle/10665/370113",
        "https://www.ncbi.nlm.nih.gov/books/NBK592987/",
        "https://www.who.int/news/item/03-07-2023-who-recommends-stronger-policies-to-protect-children-from-the-harmful-impact-of-food-marketing"
      ],
      "source_count": 4,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "children",
        "food-marketing",
        "outdoor-advertising",
        "who",
        "regulation",
        "public-health"
      ],
      "summary": "In July 2023, the WHO published its first normative guidance on food marketing to children. For the first time, the WHO explicitly recommends mandatory statutory measures — not voluntary self-regulation — and expressly includes outdoor advertising in public spaces as a regulatory target.",
      "finding": "The WHO finds that industry self-regulation has failed and that \"effective mandatory measures by member states\" are required. The guideline covers all marketing channels including OOH advertising and calls for clear nutrient profiling to define HFSS products (high in fat, sugar, salt) that must not be marketed to children.",
      "file": "data/health/health-014.md"
    },
    {
      "id": "health-015",
      "title": "United Kingdom: HFSS advertising restrictions in force for TV and online since January 2026 — OOH remains a regulatory gap",
      "category": "health",
      "impact_score": 8,
      "year": 2026,
      "source_type": "government",
      "institution": "UK Government / Ofcom",
      "source_url": "https://www.gov.uk/government/collections/less-healthy-food-or-drink-advertising-and-promotions-restrictions",
      "source_urls": [
        "https://www.gov.uk/government/collections/less-healthy-food-or-drink-advertising-and-promotions-restrictions"
      ],
      "source_count": 1,
      "verification_status": "corrected",
      "verification_note": "Previous wording incorrectly described the UK 2026 HFSS rules as a national OOH ban. Official guidance supports TV/ODPS/IPTV watershed and paid-online restrictions; OOH remains a regulatory gap.",
      "tags": [
        "hfss",
        "food-marketing",
        "outdoor-advertising",
        "uk",
        "regulation",
        "children"
      ],
      "summary": "Since 5 January 2026, the United Kingdom has enforced statutory advertising restrictions for less healthy food and drink products (HFSS/LHF): a 9pm watershed for TV/ODPS/IPTV and a total ban on paid online advertising for identifiable in-scope products. Official GOV.UK guidance does not create a nationwide outdoor advertising ban. OOH therefore remains a major regulatory gap, even though WHO guidance and London TfL evidence support OOH restrictions as a public-health tool.",
      "finding": "The UK rules apply to TV and online media: identifiable less healthy food and drink products may not be advertised before 9pm in regulated TV/on-demand/IPTV environments, and paid online advertising is prohibited at all times. Classic billboards, digital OOH screens, and transit advertising are not covered by an equivalent national rule. This leaves an avoidance channel: HFSS advertising budgets can still move into outdoor media unless local restrictions apply.",
      "file": "data/health/health-015.md"
    },
    {
      "id": "reg-027",
      "title": "Edinburgh bans OOH advertising for fossil fuels AND arms products — unique across the EU (2024)",
      "category": "regulation",
      "impact_score": 9,
      "year": 2024,
      "source_type": "government",
      "institution": "City of Edinburgh Council",
      "source_url": "https://www.edinburgh.gov.uk/news/article/13762/council-to-consider-banning-fossil-fuel-advertising",
      "source_urls": [
        "https://www.edinburgh.gov.uk/news/article/13762/council-to-consider-banning-fossil-fuel-advertising"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "fossil-fuel",
        "arms",
        "outdoor-advertising",
        "edinburgh",
        "scotland",
        "regulation",
        "climate"
      ],
      "summary": "In May 2024, the City of Edinburgh Council resolved to no longer permit advertising for fossil fuels and arms products on all municipal advertising spaces. Edinburgh thereby became the first city to explicitly ban both categories simultaneously from public advertising space.",
      "finding": "The Edinburgh ban applies to all municipal advertising contracts and council-owned spaces. The city references its climate commitments and the Edinburgh Climate Pledge. The ban covers airlines, oil companies, and arms manufacturers, and affects contracts with JCDecaux and Clear Channel, which operate municipal advertising spaces in Edinburgh.",
      "file": "data/regulation/reg-027.md"
    },
    {
      "id": "reg-028",
      "title": "Stockholm Region: Court ruling upholds ban on fossil fuel and gambling advertising on public spaces (2024)",
      "category": "regulation",
      "impact_score": 9,
      "year": 2024,
      "source_type": "ngo",
      "institution": "World without Fossil Ads",
      "source_url": "https://www.worldwithoutfossilads.org/listing/stockholm-bans-fossil-ads-and-sponsoring-2/",
      "source_urls": [
        "https://www.worldwithoutfossilads.org/listing/stockholm-bans-fossil-ads-and-sponsoring-2/",
        "https://www.svt.se/nyheter/lokalt/stockholm/reklam-for-fossila-branslen-och-natkasinon-forbjuds-i-sl-trafiken",
        "https://www.newweather.org/2024/03/02/stockholm-region-bans-fossil-fuel-adverts/",
        "https://www.mynewsdesk.com/se/mp-sll/pressreleases/slut-paa-reklam-foer-fossila-braenslen-och-onlinecasino-i-kollektivtrafiken-3298535"
      ],
      "source_count": 4,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "fossil-fuel",
        "gambling",
        "outdoor-advertising",
        "stockholm",
        "sweden",
        "regulation",
        "court-ruling"
      ],
      "summary": "In 2023, the Stockholm Region resolved to no longer permit advertising for fossil products and gambling on all regional advertising spaces (metro, buses, government buildings). In 2024, the Swedish Administrative Court confirmed the legality of the ban following a lawsuit brought by the outdoor advertising industry.",
      "finding": "The Administrative Court ruled that public bodies have the right to define categories of advertising incompatible with their ethical and ecological commitments. The ruling creates precedent for Scandinavian municipalities. All advertising contracts of the Stockholm Region are affected.",
      "file": "data/regulation/reg-028.md"
    },
    {
      "id": "reg-029",
      "title": "Florence and Genoa 2026: first Italian cities move against fossil fuel advertising in public space",
      "category": "regulation",
      "impact_score": 9,
      "year": 2026,
      "source_type": "ngo",
      "institution": "Badvertising",
      "source_url": "https://www.badverts.org/latest/genoa-becomes-the-second-italian-city-to-ban-fossil-fuel-adverts",
      "source_urls": [
        "https://www.badverts.org/latest/genoa-becomes-the-second-italian-city-to-ban-fossil-fuel-adverts",
        "https://www.badverts.org/latest/florence-city-council-passes-fossil-ad-ban-in-run-up-to-winter-games",
        "https://www.comune.firenze.it/istruzione/novita/area-stampa/comunicati-stampa/graziani-arciprete-pizzolo-avs-ecolo-vietare-le-pubblicita-di"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "fossil-fuel",
        "outdoor-advertising",
        "italy",
        "florence",
        "genoa",
        "regulation",
        "climate"
      ],
      "summary": "Florence passed a motion in February 2026 asking the administration to introduce restrictions or bans on advertising for fossil-based products and services. Genoa followed in April 2026 as the second Italian city with a motion targeting public and transport-linked advertising spaces.",
      "finding": "The Italian decisions follow the model of cities such as Amsterdam, The Hague, Edinburgh and Stockholm. They target advertising for fossil energy, internal-combustion vehicles, air travel, cruises and comparable high-emission services. Methodological caveat: these are municipal political decisions or implementation mandates; the exact legal architecture depends on subsequent administrative steps.",
      "file": "data/regulation/reg-029.md"
    },
    {
      "id": "priv-005",
      "title": "EU AI Act: Biometric DOOH audience measurement sits near high-risk and prohibited-practice boundaries — no blanket Article 5 ban",
      "category": "privacy",
      "impact_score": 8,
      "year": 2024,
      "source_type": "government",
      "institution": "European Union",
      "source_url": "https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32024R1689",
      "source_urls": [
        "https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32024R1689"
      ],
      "source_count": 1,
      "verification_status": "corrected",
      "verification_note": "Previous wording overstated Article 5 as a blanket ban on biometric categorisation in public space. Revised to describe high-risk/prohibited-practice boundaries and the need for AI Act/GDPR review.",
      "tags": [
        "ai-act",
        "biometrics",
        "surveillance",
        "dooh",
        "eu",
        "regulation",
        "privacy",
        "audience-measurement"
      ],
      "summary": "The EU AI Act (Regulation 2024/1689), in force since August 2024, creates significant compliance risk for camera-based DOOH audience measurement. Article 5 prohibits specific biometric practices, including biometric categorisation used to infer sensitive attributes and tightly limited forms of real-time remote biometric identification in public spaces. Age or gender estimation for reach measurement is not automatically banned, but may trigger AI, data protection, and transparency obligations depending on the technical implementation and data flow.",
      "finding": "Article 5 has applied to prohibited AI practices since February 2025. For DOOH, the key issue is not a blanket ban on every camera- or AI-based audience count, but the boundary between anonymous counting, biometric categorisation, sensitive-attribute inference, emotion recognition, and identification. Systems that process faces, age, gender, emotion, or other biometrically derived categories in real time require concrete legal review under the AI Act, GDPR, and national data-protection law. Systems that infer sensitive attributes or combine biometric signals with mobile IDs/profiling are especially risky.",
      "file": "data/privacy/priv-005.md"
    },
    {
      "id": "reg-030",
      "title": "UK ASA: Lloyds Bank greenwashing post misleading for omitting financed emissions — OOH poster assessed but not upheld",
      "category": "regulation",
      "impact_score": 7,
      "year": 2024,
      "source_type": "government",
      "institution": "Advertising Standards Authority (ASA), UK",
      "source_url": "https://www.asa.org.uk/rulings/lloyds-bank-plc-a24-1244509-lloyds-bank-plc.html",
      "source_urls": [
        "https://www.asa.org.uk/rulings/lloyds-bank-plc-a24-1244509-lloyds-bank-plc.html"
      ],
      "source_count": 1,
      "verification_status": "corrected",
      "verification_note": "Previous wording overstated the ruling as an OOH ban. ASA upheld a LinkedIn post; the bus-shelter poster was assessed but not upheld.",
      "tags": [
        "greenwashing",
        "outdoor-advertising",
        "asa",
        "uk",
        "finance",
        "regulation"
      ],
      "summary": "In December 2024, the UK Advertising Standards Authority (ASA) assessed a Lloyds campaign comprising a bus-shelter poster and three paid LinkedIn posts. The complaint alleged that the ads omitted material information about Lloyds' contribution to CO2 and greenhouse-gas emissions. The ASA upheld the complaint only in part: not against the poster, but against a LinkedIn post about the 'low carbon economy', because Lloyds' significant financed emissions were not sufficiently contextualised.",
      "finding": "The ASA noted that Lloyds' sustainability report disclosed financed emissions of around 33 MtCO2e for 2022. The upheld LinkedIn post emphasised Lloyds' role in accelerating a 'low carbon economy' and renewable energy while failing to communicate that broader financed-emissions context. The bus-shelter poster using seaweed-packaging imagery was assessed in the same ruling but was not found to breach the environmental-claims rules.",
      "file": "data/regulation/reg-030.md"
    },
    {
      "id": "reg-031",
      "title": "UK Competition and Markets Authority: Fines of up to 10% of annual turnover for greenwashing advertising from April 2025",
      "category": "regulation",
      "impact_score": 9,
      "year": 2025,
      "source_type": "government",
      "institution": "Competition and Markets Authority (CMA), UK",
      "source_url": "https://www.gov.uk/government/organisations/competition-and-markets-authority",
      "source_urls": [
        "https://www.gov.uk/government/organisations/competition-and-markets-authority"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "greenwashing",
        "regulation",
        "uk",
        "cma",
        "penalties",
        "enforcement"
      ],
      "summary": "With the entry into force of the Digital Markets, Competition and Consumers Act, the UK competition authority CMA received from April 2025 the power to impose direct fines of up to 10% of global annual turnover on companies making misleading environmental claims in advertising campaigns — including OOH advertising. Previously, the CMA could only bring court proceedings.",
      "finding": "The CMA's Green Claims Code prohibits vague statements such as \"sustainable\", \"eco-friendly\", or \"carbon-neutral\" without scientifically verifiable evidence. The new enforcement powers allow direct sanctions without litigation. For large OOH operators and their advertising clients, this means that any greenwashing campaign can now directly lead to billion-pound fines.",
      "file": "data/regulation/reg-031.md"
    },
    {
      "id": "reg-032",
      "title": "The Hague: Fossil-Fuel OOH Advertising Ban Survives Interim Legal Challenge — Court Lets Ban Stand, April 2025",
      "category": "regulation",
      "impact_score": 10,
      "year": 2025,
      "source_type": "court_ruling",
      "institution": "Rechtbank Den Haag / Rechtspraak",
      "source_url": "https://www.rechtspraak.nl/organisatie-en-contact/organisatie/rechtbanken/rechtbank-den-haag/nieuws/verbod-op-het-maken-van-fossiele-reclame--in-den-haag-blijft-in-stand",
      "source_urls": [
        "https://www.rechtspraak.nl/organisatie-en-contact/organisatie/rechtbanken/rechtbank-den-haag/nieuws/verbod-op-het-maken-van-fossiele-reclame--in-den-haag-blijft-in-stand"
      ],
      "source_count": 1,
      "verification_status": "corrected",
      "verification_note": "Previous wording overstated the April 2025 interim ruling as an EU-wide precedent. Revised to a preliminary Dutch court decision with persuasive value for municipal regulation.",
      "tags": [
        "fossil-fuel",
        "outdoor-advertising",
        "den-haag",
        "netherlands",
        "court-ruling",
        "regulation"
      ],
      "summary": "The Hague introduced the world's first APV-based ban on fossil outdoor advertising. Since 1 January 2025, the ban applies to advertising in public space for fossil fuels, air holidays, airline tickets, grey electricity contracts, gas contracts, cruises, and cars with fossil-fuel or hybrid engines. In April 2025, Rechtbank Den Haag rejected interim claims by ANVR, TUI, D-Reizen, and Prijsvrij and let the ban stand.",
      "finding": "The court held that the municipality had sufficiently substantiated that the advertising ban can contribute to protecting health and reducing negative climate impacts. It also held that, in these interim proceedings, the ban was not evidently unlawful or incompatible with Dutch constitutional or EU rules. Important caveat: this is a preliminary interim ruling, not a binding EU-wide precedent.",
      "file": "data/regulation/reg-032.md"
    },
    {
      "id": "health-016",
      "title": "BMJ Public Health 2026: Lithuania's full alcohol marketing ban is associated with less risky adolescent drinking",
      "category": "health",
      "impact_score": 10,
      "year": 2026,
      "source_type": "peer-reviewed",
      "institution": "BMJ Public Health / Crossref",
      "source_url": "https://api.crossref.org/works/10.1136/bmjph-2025-004245",
      "source_urls": [
        "https://api.crossref.org/works/10.1136/bmjph-2025-004245",
        "https://pmc.ncbi.nlm.nih.gov/articles/PMC13084893/"
      ],
      "source_count": 2,
      "verification_status": "corrected",
      "verification_note": "Previous wording overstated causality, included unsupported lives-saved language, and used an outdated BMJ citation. Revised to BMJ Public Health 2026 repeated cross-sectional evidence associating Lithuania's full alcohol marketing ban with less risky adolescent drinking.",
      "tags": [
        "alcohol",
        "advertising-ban",
        "natural-experiment",
        "outdoor-advertising",
        "public-health",
        "causal-evidence",
        "lithuania"
      ],
      "summary": "Lithuania introduced a full alcohol marketing ban in 2018, including outdoor advertising and OOH. A BMJ Public Health 2026 repeated cross-sectional analysis compares adolescents in Lithuania with adolescents in EU control countries and finds that the full marketing ban was associated with reductions in risky drinking patterns.",
      "finding": "The study uses repeated ESPAD cross-sectional data and compares Lithuania before and after the 2018 ban with multiple EU countries without a full ban. The authors report significant reductions in adolescent intoxication and other risky drinking indicators. Important caveat: the ecological observational design limits hard causal inference, so the result should be read as strong policy association rather than direct mortality proof.",
      "file": "data/health/health-016.md"
    },
    {
      "id": "reg-033",
      "title": "Spanish CNMC Review Makes JCDecaux Acquisition of Clear Channel Spain Fail",
      "category": "regulation",
      "impact_score": 8,
      "year": 2024,
      "source_type": "investigative_journalism",
      "institution": "Concurrences / CNMC",
      "source_url": "https://www.concurrences.com/fr/bulletin/news-issues/february-2024/the-spanish-competition-authority-initiates-an-in-depth-investigation-into-the",
      "source_urls": [
        "https://www.concurrences.com/fr/bulletin/news-issues/february-2024/the-spanish-competition-authority-initiates-an-in-depth-investigation-into-the",
        "https://www.jcdecaux.com/news-media/press-releases/jcdecaux-has-decided-not-pursue-acquisition-clear-channels-business-spain",
        "https://www.marketingdirecto.com/marketing-general/jcdecaux-renuncia-adquisicion-clear-channel-espana"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "jcdecaux",
        "clear-channel",
        "antitrust",
        "spain",
        "monopoly",
        "outdoor-advertising",
        "regulation"
      ],
      "summary": "Spain's competition authority CNMC opened an in-depth review of JCDecaux's planned acquisition of Clear Channel Spain in March 2024. JCDecaux abandoned the transaction in October 2024 after the remedies indicated by the authority called the deal's scope, timing, and economic attractiveness into question.",
      "finding": "CNMC identified competition risks in the outdoor advertising market, especially in street furniture advertising. The authority said the transaction would significantly reinforce JCDecaux's leading position and reduce competitors' ability to constrain the merged entity.",
      "file": "data/regulation/reg-033.md"
    },
    {
      "id": "reg-034",
      "title": "UN Special Rapporteur Elisa Morgera calls for fossil advertising bans and criminalization of fossil disinformation (2025)",
      "category": "regulation",
      "impact_score": 10,
      "year": 2025,
      "source_type": "un_report",
      "institution": "United Nations Human Rights Council",
      "source_url": "https://digitallibrary.un.org/record/4086999/files/A_HRC_59_42-EN.pdf",
      "source_urls": [
        "https://digitallibrary.un.org/record/4086999/files/A_HRC_59_42-EN.pdf"
      ],
      "source_count": 1,
      "verification_status": "corrected",
      "verification_note": "Previous wording named the wrong rapporteur and was too OOH-specific. Revised to Elisa Morgera's A/HRC/59/42 recommendations to ban fossil advertising/promotion/sponsorship and criminalize fossil-fuel disinformation/greenwashing.",
      "tags": [
        "un",
        "greenwashing",
        "fossil-fuel",
        "criminalization",
        "outdoor-advertising",
        "human-rights",
        "climate"
      ],
      "summary": "UN Special Rapporteur on human rights and climate change Elisa Morgera called in report A/HRC/59/42 of 15 May 2025 for far-reaching action against fossil-fuel disinformation. The recommendations include banning fossil-fuel advertising, promotion and sponsorship, and criminalising misinformation and greenwashing by the fossil-fuel industry.",
      "finding": "Morgera recommends that states ban fossil-fuel advertising, promotion and sponsorship, including cross-border advertising. She also recommends that media and advertising firms can be criminalised when they amplify disinformation or misinformation by fossil-fuel companies. The report is not OOH-specific, but outdoor advertising is part of the fossil-fuel advertising and promotion system it targets.",
      "file": "data/regulation/reg-034.md"
    },
    {
      "id": "psych-010",
      "title": "Frontiers Review 2025: 95 Studies Link Advertising to Negative Self-Perception and Body-Image Harm Among Women",
      "category": "psychology",
      "impact_score": 8,
      "year": 2025,
      "source_type": "peer-reviewed",
      "institution": "Frontiers in Psychology",
      "source_url": "https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2024.1430079/full",
      "source_urls": [
        "https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2024.1430079/full"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "body-image",
        "advertising",
        "meta-analysis",
        "adolescents",
        "psychological-harm",
        "causal-evidence",
        "outdoor-advertising"
      ],
      "summary": "A systematic review published in Frontiers in Psychology in 2025 synthesises 95 peer-reviewed studies on the influence of advertising on women's self-perception. The review links traditional and digital advertising to body dissatisfaction, self-objectification, reduced self-esteem, and gender-role norms.",
      "finding": "The review is not a meta-analysis and does not prove OOH-specific causality. It is still relevant because it synthesises evidence that idealised and stereotyped advertising imagery can negatively affect body image, self-esteem, self-objectification, and gender-role attitudes, while more authentic or stereotype-challenging representations tend to perform better in the literature.",
      "file": "data/psychology/psych-010.md"
    },
    {
      "id": "pol-016",
      "title": "Ströer Exceeds €2 Billion Annual Revenue in 2024; Invidis Estimates ~80% Share of German DOOH Revenue",
      "category": "politics",
      "impact_score": 8,
      "year": 2025,
      "source_type": "industry",
      "institution": "Ströer SE & Co. KGaA",
      "source_url": "https://www.stroeer.de/newsroom/presse/stroeer-2024-mit-rekordwerten-bei-umsatz-erstmals-ueber-2-milliarden-euro-und-ebitda/",
      "source_urls": [
        "https://www.stroeer.de/newsroom/presse/stroeer-2024-mit-rekordwerten-bei-umsatz-erstmals-ueber-2-milliarden-euro-und-ebitda/",
        "https://invidis.de/2025/03/2024-stroeer-erzielt-erstmals-ueber-2-mrd-umsatz/"
      ],
      "source_count": 2,
      "verification_status": "source_critique",
      "verification_note": "Operator source with independent=false. Retain only for Ströer's own reported 2024 revenue and strategy language; the ~80% German DOOH share remains an Invidis market estimate, not an audited company metric.",
      "tags": [
        "stroeer",
        "monopoly",
        "dooh",
        "germany",
        "market-concentration",
        "public-space"
      ],
      "summary": "Ströer SE & Co. KGaA reported consolidated revenue above €2 billion for the first time in the 2024 financial year. The company put DOOH's share of its core OOH revenue at around 41%; Invidis estimates that Ströer screens account for roughly 80% of German DOOH revenue.",
      "finding": "Ströer describes DOOH and programmatic DOOH as key growth drivers: the core OOH business grew organically by 11.5% in 2024 and pDOOH by 34%. Ströer itself described the acquisition of RBL Media as a further contribution to consolidation in the German out-of-home market.",
      "file": "data/politics/pol-016.md"
    },
    {
      "id": "health-017",
      "title": "German Children's Food Advertising Act: Original BMEL Draft Covered Outdoor Advertising; OOH Industry Lobbied Against It",
      "category": "health",
      "impact_score": 8,
      "year": 2024,
      "source_type": "peer-reviewed",
      "institution": "List Forum für Wirtschafts- und Finanzpolitik / Springer Nature",
      "source_url": "https://link.springer.com/article/10.1007/s41025-024-00281-6",
      "source_urls": [
        "https://link.springer.com/article/10.1007/s41025-024-00281-6",
        "https://www.lobbyregister.bundestag.de/inhalte-der-interessenvertretung/regelungsvorhabensuche/RV0000463",
        "https://www.lobbyregister.bundestag.de/inhalte-der-interessenvertretung/regelungsvorhabensuche/RV0002234",
        "https://www.lobbyregister.bundestag.de/inhalte-der-interessenvertretung/regelungsvorhabensuche/RV0004643"
      ],
      "source_count": 4,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "children",
        "food-marketing",
        "germany",
        "lobbying",
        "regulation",
        "health",
        "outdoor-advertising"
      ],
      "summary": "The BMEL draft presented in 2023 for a Children's Food Advertising Act was intended to restrict advertising for foods high in sugar, fat, or salt to children under 14. Outdoor advertising was explicitly part of the original approach, including around schools, daycare centres, playgrounds, and leisure facilities.",
      "finding": "The German Bundestag lobby register documents that both food-industry associations and Ströer addressed the regulatory proposal in 2024. Ströer explicitly described its interest in preserving the general right to advertise in public space and stated that the KLWG could conflict with that goal.",
      "file": "data/health/health-017.md"
    },
    {
      "id": "safety-008",
      "title": "EU Commission: Roadside Advertising Identified as a Significant Source of Driver Distraction (2023)",
      "category": "safety",
      "impact_score": 9,
      "year": 2023,
      "source_type": "government",
      "institution": "European Commission",
      "source_url": "https://road-safety.transport.ec.europa.eu/document/download/3aa20fd9-b969-416a-9e43-094d445f6254_en?filename=ERSO-TR-Distraction_2023-12-19.pdf",
      "source_urls": [
        "https://road-safety.transport.ec.europa.eu/document/download/3aa20fd9-b969-416a-9e43-094d445f6254_en?filename=ERSO-TR-Distraction_2023-12-19.pdf",
        "https://road-safety.transport.ec.europa.eu/european-road-safety-observatory/data-and-analysis/thematic-reports_en",
        "https://road-safety.transport.ec.europa.eu/news-events/news/new-report-european-road-safety-observatory-focus-distraction-2024-01-11_en"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "A thematic report by the European Commission on road safety classifies roadside advertising as a relevant external source of driver distraction.",
      "finding": "The report establishes that visual stimuli outside the vehicle, particularly (digital) billboards, can significantly distract drivers' attention from the driving task. The increasing complexity and dynamics of Digital Out-of-Home (DOOH) displays amplify this effect, as they are designed to actively capture the gaze. Studies show that drivers exhibit longer glances away from the road when near such installations, which measurably increases the risk of accidents. The EU Commission therefore recommends stricter regulation of the location and design of roadside advertising.",
      "file": "data/safety/safety-008.md"
    },
    {
      "id": "res-012",
      "title": "DarkSky International: Electronic Billboards are up to Ten Times Brighter than Traditional Billboards",
      "category": "resources",
      "impact_score": 8,
      "year": 2023,
      "source_type": "ngo",
      "institution": "DarkSky International",
      "source_url": "https://darksky.org/resources/guides-and-how-tos/electronic-billboards/",
      "source_urls": [
        "https://darksky.org/resources/guides-and-how-tos/electronic-billboards/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The organization DarkSky International documents that electronic billboards (LED) have massively higher light emissions than illuminated static posters, leading to significant light pollution.",
      "finding": "Digital billboards often emit light directly into the environment instead of illuminating a surface. Measurements show that at night they can be up to ten times brighter than traditional billboards illuminated from above. This extreme brightness contributes massively to 'skyglow,' disrupts the orientation of nocturnal animals (insects, birds), and affects the circadian rhythm of residents. DarkSky recommends strict limits for luminance (candelas per m²) and automatic shutdown systems during night hours.",
      "file": "data/resources/res-012.md"
    },
    {
      "id": "priv-006",
      "title": "Big Brother Watch: DOOH Screens Secretly Use Biometric Facial Detection for Audience Analysis",
      "category": "privacy",
      "impact_score": 10,
      "year": 2024,
      "source_type": "ngo",
      "institution": "Big Brother Watch",
      "source_url": "https://bigbrotherwatch.org.uk/press-coverage/how-billboards-are-spying-on-you/",
      "source_urls": [
        "https://bigbrotherwatch.org.uk/press-coverage/how-billboards-are-spying-on-you/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "The civil rights organization Big Brother Watch warns of the massive use of surveillance technology in digital advertising columns that capture biometric data from passers-by without their consent.",
      "finding": "Cameras integrated into modern DOOH installations use 'face detection' software to analyze the age, gender, ethnicity, and emotional response of passers-by in real-time. Although providers claim the data is anonymized, the collection of biometric characteristics takes place in public space without citizens being able to evade or object. Big Brother Watch classifies this as a structural violation of privacy and a step towards comprehensive biometric surveillance of society.",
      "file": "data/privacy/priv-006.md"
    },
    {
      "id": "priv-007",
      "title": "EU AI Act Article 50: deployers of emotion recognition or biometric categorisation must inform exposed persons",
      "category": "privacy",
      "impact_score": 8,
      "year": 2024,
      "source_type": "government",
      "institution": "European Commission",
      "source_url": "https://ai-act-service-desk.ec.europa.eu/en/ai-act/article-50",
      "source_urls": [
        "https://ai-act-service-desk.ec.europa.eu/en/ai-act/article-50"
      ],
      "source_count": 1,
      "verification_status": "verified",
      "verification_note": "Added during AI Act audit. Article 50 explicitly requires deployers of emotion-recognition or biometric-categorisation systems to inform exposed natural persons and process personal data under EU data-protection law.",
      "tags": [
        "ai-act",
        "article-50",
        "biometrics",
        "transparency",
        "emotion-recognition",
        "audience-measurement",
        "dooh",
        "gdpr"
      ],
      "summary": "Article 50 of the EU AI Act requires deployers of emotion recognition systems or biometric categorisation systems to inform the natural persons exposed to those systems about their operation. The information must be clear, distinguishable and accessible no later than the first exposure. Personal data must also continue to be processed under the GDPR and related EU data-protection rules.",
      "finding": "Article 50 is central for DOOH audience measurement because many systems do not operate with individual consent; they capture people in public space as they pass by. Once a system recognises emotions or categorises persons based on biometric data, an internal claim of anonymisation is not enough: exposed persons must be informed about the operation of the system. This duty applies even if the operator later analyses results only in aggregate form.",
      "file": "data/privacy/priv-007.md"
    },
    {
      "id": "priv-008",
      "title": "EU AI Act Article 5 prohibits biometric categorisation used to infer sensitive attributes — DOOH must not derive such attributes from faces",
      "category": "privacy",
      "impact_score": 9,
      "year": 2024,
      "source_type": "government",
      "institution": "European Commission",
      "source_url": "https://ai-act-service-desk.ec.europa.eu/en/ai-act/article-5",
      "source_urls": [
        "https://ai-act-service-desk.ec.europa.eu/en/ai-act/article-5"
      ],
      "source_count": 1,
      "verification_status": "verified",
      "verification_note": "Added during AI Act audit. Article 5 prohibits biometric categorisation used to infer sensitive attributes; this gives DOOH due diligence a precise red line rather than a blanket ban claim.",
      "tags": [
        "ai-act",
        "article-5",
        "biometrics",
        "sensitive-attributes",
        "prohibited-ai",
        "audience-measurement",
        "dooh",
        "privacy"
      ],
      "summary": "Article 5 of the EU AI Act prohibits certain AI practices, including biometric categorisation where it is used to infer sensitive attributes. For DOOH audience measurement, this means that systems must not derive protected sensitive categories from faces or other biometric data.",
      "finding": "The boundary is not every anonymous count, but the kind of attribute inferred. Age or gender estimation is already regulatory-relevant and subject to transparency duties; inferring sensitive characteristics such as ethnic origin, political opinion, religious belief, sexual orientation or comparable protected categories falls into the prohibited zone. DOOH systems marketed with 'gender', 'ethnicity', 'emotion' or similar classifications therefore need to prove technically and legally that no sensitive characteristics are inferred.",
      "file": "data/privacy/priv-008.md"
    },
    {
      "id": "psych-011",
      "title": "University of Warwick: Advertising Expenditure Correlates Negatively with Life Satisfaction in 27 European Countries",
      "category": "psychology",
      "impact_score": 8,
      "year": 2022,
      "source_type": "peer-reviewed",
      "institution": "University of Warwick",
      "source_url": "https://adfreecities.org.uk/what-we-do/advertising-mental-health/",
      "source_urls": [
        "https://adfreecities.org.uk/what-we-do/advertising-mental-health/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "A large-scale study by the University of Warwick shows a significant correlation between high advertising expenditure and declining life satisfaction in the population.",
      "finding": "An analysis of data from 27 European countries over several decades proves that an increase in advertising investment correlates with a subsequent decline in average well-being. Researchers attribute this to the creation of artificial needs and the constant social comparison (status anxiety) fueled by advertising. Outdoor advertising plays a special role here, as it is unavoidable in public space and thus exerts permanent psychological pressure on all social strata.",
      "file": "data/psychology/psych-011.md"
    },
    {
      "id": "equity-005",
      "title": "Adfree Cities Mapping: Disproportionate Concentration of Outdoor Advertising in Socially Disadvantaged Neighborhoods (2023)",
      "category": "equity",
      "impact_score": 9,
      "year": 2023,
      "source_type": "ngo",
      "institution": "Adfree Cities",
      "source_url": "https://adfreecities.org.uk/research-mapping-social-inequalities-billboard-locations/",
      "source_urls": [
        "https://adfreecities.org.uk/research-mapping-social-inequalities-billboard-locations/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [],
      "summary": "A mapping study by Adfree Cities proves that billboards are systematically placed more frequently in poorer urban neighborhoods, while wealthier areas remain largely ad-free.",
      "finding": "Spatial analysis shows a correlation between the deprivation index of a neighborhood and the density of outdoor advertising installations. Residents in socially disadvantaged areas are exposed to a significantly higher 'visual load' from advertising, especially for harmful products such as fast food, gambling, and alcohol. This reinforces existing health and social inequalities, as the affected population groups can hardly avoid the commercial pressure in their immediate living environment.",
      "file": "data/equity/equity-005.md"
    },
    {
      "id": "eco-009",
      "title": "OOH/DOOH-Umsatzexposition gegenüber regulierten Kategorien ist plausibel, aber öffentlich nicht auditierbar",
      "category": "economy",
      "impact_score": 7,
      "year": 2025,
      "source_type": "industry_report",
      "institution": "JCDecaux",
      "source_url": "https://www.jcdecaux.com/news-media/press-releases/publication-2024-universal-registration-document",
      "source_urls": [
        "https://www.jcdecaux.com/news-media/press-releases/publication-2024-universal-registration-document",
        "https://www.jcdecaux.com/jcdecaux/download-file?url=public%3A%2F%2Fblocks%2Fdownloadable_file%2F2025-04%2F2024_JCDecaux_URD.pdf",
        "https://investor.clearchannel.com/financials/sec-filings/content/0001334978-24-000006/cco-20231231.htm",
        "https://www.statista.com/topics/12929/digital-out-of-home-advertising-in-europe/"
      ],
      "source_count": 4,
      "verification_status": "source_critique",
      "verification_note": "Operator filings and commercial market data are used only for self-reported risk factors and scenario exposure, not as independent evidence for a fixed revenue-at-risk percentage. Claim wording correctly avoids the earlier hard 45% figure.",
      "tags": [
        "revenue-risk",
        "stranded-asset",
        "investment-risk",
        "fossil-fuel",
        "food-marketing",
        "gambling",
        "dooh",
        "ooh",
        "regulatory-exposure"
      ],
      "summary": null,
      "finding": null,
      "file": "data/economy/eco-009.md"
    },
    {
      "id": "reg-035",
      "title": "Amsterdam adopts APV ban on meat and fossil advertising in public space from May 1, 2026",
      "category": "regulation",
      "impact_score": 9,
      "year": 2026,
      "source_type": "government",
      "institution": "Gemeente Amsterdam (City of Amsterdam)",
      "source_url": "https://api.openraadsinformatie.nl/v1/resolve/api.notubiz.nl/document/16477799",
      "source_urls": [
        "https://api.openraadsinformatie.nl/v1/resolve/api.notubiz.nl/document/16477799",
        "https://nltimes.nl/2026/01/23/amsterdam-bans-fossil-fuel-meat-advertising-public-spaces",
        "https://www.gemeente.nu/bedrijfsvoering/ondernemersbeleid/verbod-op-reclames-voor-vlees-en-fossiele-brandstoffen-in-amsterdam/",
        "https://marketingreport.nl/amsterdamse-gemeenteraad-verbiedt-fossiele-en-vleesreclame-via-apv-per-1-mei-2026/"
      ],
      "source_count": 4,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "amsterdam",
        "jcdecaux",
        "clear-channel",
        "contract-risk",
        "fossil-fuel",
        "concession",
        "regulatory-risk",
        "stranded-asset"
      ],
      "summary": "Amsterdam's city council adopted a ban on advertising for meat and fossil products in public space on January 22, 2026. The ban is implemented through an amendment to the city's General Local Regulation (APV) and is scheduled to apply from May 1, 2026.",
      "finding": "The ban covers streets, metro and railway stations, and other public advertising spaces. It includes meat products, air travel, cruises, fossil fuels, and cars with combustion engines. Reporting on the council debate explicitly noted legal and implementation risks for outdoor advertising operators because an APV rule may affect existing advertising contracts and concessions.",
      "file": "data/regulation/reg-035.md"
    },
    {
      "id": "eco-010",
      "title": "Digitale OOH-Investitionen stehen unter Genehmigungs-, Regulierungs- und Konzessionsrisiko",
      "category": "economy",
      "impact_score": 8,
      "year": 2024,
      "source_type": "industry_report",
      "institution": "Clear Channel Outdoor Holdings",
      "source_url": "https://investor.clearchannel.com/financials/sec-filings/content/0001334978-24-000006/cco-20231231.htm",
      "source_urls": [
        "https://investor.clearchannel.com/financials/sec-filings/content/0001334978-24-000006/cco-20231231.htm",
        "https://www.jcdecaux.com/news-media/press-releases/publication-2024-universal-registration-document",
        "https://www.marketscreener.com/news/stroer-annual-report-2025-23-03-2026-ce7e5edcde8df220"
      ],
      "source_count": 3,
      "verification_status": "source_critique",
      "verification_note": "Operator SEC/annual-report sources with independent=false. Retain as self-disclosed regulatory, permit, concession and digital-inventory risk evidence; do not present as independent LCA or public-interest assessment.",
      "tags": [
        "stranded-asset",
        "capex",
        "investment-risk",
        "dooh",
        "hardware",
        "regulatory-risk",
        "depreciation"
      ],
      "summary": null,
      "finding": null,
      "file": "data/economy/eco-010.md"
    },
    {
      "id": "pol-017",
      "title": "JCDecaux, Clear Channel und Ströer: Parallele Kartell-, Regulierungs- und Governance-Risikosignale bei großen OOH-Betreibern",
      "category": "politics",
      "impact_score": 7,
      "year": 2025,
      "source_type": "industry_report",
      "institution": "JCDecaux",
      "source_url": "https://www.jcdecaux.com/news-media/press-releases/publication-2024-universal-registration-document",
      "source_urls": [
        "https://www.jcdecaux.com/news-media/press-releases/publication-2024-universal-registration-document",
        "https://www.concurrences.com/fr/bulletin/news-issues/february-2024/the-spanish-competition-authority-initiates-an-in-depth-investigation-into-the",
        "https://investor.clearchannel.com/financials/sec-filings/content/0001334978-24-000006/cco-20231231.htm",
        "https://muddywatersresearch.com/research/sax/mw-is-short-stroeer/"
      ],
      "source_count": 4,
      "verification_status": "source_critique",
      "verification_note": "Mixed evidence claim. Operator filings are used for self-disclosed OOH/DOOH risk factors, Concurrences/CNMC for antitrust scrutiny, and Muddy Waters only as an interested market-actor allegation. The claim is correctly framed as risk signals, not proven wrongdoing.",
      "tags": [
        "jcdecaux",
        "clear-channel",
        "stroeer",
        "legal-risk",
        "antitrust",
        "greenwashing",
        "criminal",
        "investment-risk",
        "governance"
      ],
      "summary": null,
      "finding": null,
      "file": "data/politics/pol-017.md"
    },
    {
      "id": "pol-018",
      "title": "Ströer Financed AfD Billboard Campaigns Through Anonymous Donors for ~€3 Million — CORRECTIV Investigation (2022)",
      "category": "politics",
      "impact_score": 9,
      "year": 2022,
      "source_type": "investigative_journalism",
      "institution": "CORRECTIV",
      "source_url": "https://correctiv.org/aktuelles/afd-spendenskandal/2022/07/01/rueckzug-vom-rueckzug-plakatwerber-stroeer-nimmt-wieder-auftraege-fuer-parteipolitische-werbung-an/",
      "source_urls": [
        "https://correctiv.org/aktuelles/afd-spendenskandal/2022/07/01/rueckzug-vom-rueckzug-plakatwerber-stroeer-nimmt-wieder-auftraege-fuer-parteipolitische-werbung-an/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "stroer",
        "afd",
        "parteienfinanzierung",
        "politische-werbung",
        "korruption",
        "deutschland",
        "correctiv"
      ],
      "summary": "CORRECTIV documents: Between 2016 and 2018, AfD billboard campaigns worth approximately €3 million were booked with Ströer — without the party itself paying. Unknown third-party donors financed the campaigns directly, without proper disclosure. Ströer briefly withdrew from party-political advertising before resuming.",
      "finding": "Between 2016 and 2018, unnamed external donors booked outdoor advertising campaigns for the AfD through Ströer worth approximately €3 million. The AfD itself did not appear as the paying client — the financing ran outside official party accounts and thus outside the legally required transparency obligations. After the scandal became public, Ströer announced it would no longer accept party-political advertising. CORRECTIV documented in 2022 that the company had reversed this decision and was again accepting party-political orders.",
      "file": "data/politics/pol-018.md"
    },
    {
      "id": "health-018",
      "title": "Appetite 2025: Children Recognise Unhealthy Outdoor Food Advertising Near Schools and Report Influence on Preferences",
      "category": "health",
      "impact_score": 7,
      "year": 2025,
      "source_type": "peer-reviewed",
      "institution": "Appetite / PubMed",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/39778813/",
      "source_urls": [
        "https://pubmed.ncbi.nlm.nih.gov/39778813/",
        "https://research-repository.uwa.edu.au/en/publications/childrens-views-on-outdoor-advertising-of-unhealthy-food-and-beve/",
        "https://ro.ecu.edu.au/ecuworks2022-2026/5643/"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "kinder",
        "lebensmittelwerbung",
        "verlangen",
        "kinderperspektive",
        "qualitativ",
        "schule",
        "ooh"
      ],
      "summary": "A 2025 Appetite study examined children's views on outdoor advertising for unhealthy food and beverages near schools. Participants were aware of such advertising and many reported that it affected food preferences and diet.",
      "finding": "This is qualitative and perception-based evidence, not an EMA causal study. The robust finding is that children notice unhealthy outdoor food and beverage advertising around schools, regard it as ethically problematic, and support restrictions such as limiting ads near school precincts or on public transport.",
      "file": "data/health/health-018.md"
    },
    {
      "id": "health-019",
      "title": "UK HFSS rules contain brand-advertising exemption — product advertising is restricted while brand advertising remains an avoidance form",
      "category": "health",
      "impact_score": 7,
      "year": 2025,
      "source_type": "government",
      "institution": "UK Government",
      "source_url": "https://www.gov.uk/government/consultations/brand-advertising-exemption-from-advertising-restrictions-for-less-healthy-food-or-drink/outcome/response-to-brand-advertising-exemption-from-advertising-restrictions-for-less-healthy-food-or-drink",
      "source_urls": [
        "https://www.gov.uk/government/consultations/brand-advertising-exemption-from-advertising-restrictions-for-less-healthy-food-or-drink/outcome/response-to-brand-advertising-exemption-from-advertising-restrictions-for-less-healthy-food-or-drink"
      ],
      "source_count": 1,
      "verification_status": "verified",
      "verification_note": "Added during UK HFSS audit. Official UK response confirms an explicit brand-advertising exemption for the TV/online LHF restrictions.",
      "tags": [
        "hfss",
        "food-marketing",
        "brand-advertising",
        "uk",
        "regulation",
        "loophole",
        "children"
      ],
      "summary": "In 2025, the UK government confirmed an explicit brand-advertising exemption within the HFSS/LHF advertising restrictions. The restrictions target identifiable less healthy food or drink products; pure brand advertising remains permitted as long as it does not identify or realistically depict a specific less healthy product.",
      "finding": "The brand-advertising exemption narrows the practical reach of the HFSS rules. Brands with large portfolios of less healthy products can continue to advertise the brand, logo or product range as long as the specific creative does not make an in-scope product identifiable. The government justifies this on the grounds of not discouraging reformulation and healthier product lines; from a public-health perspective, however, it creates a communicative workaround because brand associations can operate even without concrete product depiction.",
      "file": "data/health/health-019.md"
    },
    {
      "id": "health-020",
      "title": "ASA/CAP enforce UK LHF rules from January 2026 — ban covers TV/ODPS before 9pm and paid online, not OOH",
      "category": "health",
      "impact_score": 8,
      "year": 2025,
      "source_type": "government",
      "institution": "ASA / CAP / Ofcom",
      "source_url": "https://www.asa.org.uk/news/new-rules-and-guidance-for-less-healthy-food-and-drink-advertising.html",
      "source_urls": [
        "https://www.asa.org.uk/news/new-rules-and-guidance-for-less-healthy-food-and-drink-advertising.html"
      ],
      "source_count": 1,
      "verification_status": "verified",
      "verification_note": "Added during UK HFSS audit. ASA/CAP confirms the enforceable media scope: TV/ODPS before 9pm and paid online at any time, not general OOH.",
      "tags": [
        "hfss",
        "lhf",
        "asa",
        "cap",
        "ofcom",
        "tv",
        "paid-online",
        "outdoor-advertising",
        "regulatory-gap"
      ],
      "summary": "In December 2025, ASA and CAP published the final rules and guidance implementing the UK restrictions for less healthy food and drink (LHF). Since 5 January 2026, identifiable LHF products must not appear on TV between 5:30am and 9pm, in Ofcom-regulated on-demand services during the same window, or in paid online advertising at any time. Outdoor advertising is not included in this list of regulated channels.",
      "finding": "Enforcement operates through the UK Advertising Codes with ASA, CAP and Ofcom involvement. The key word is 'identifiable' less healthy products: the rules apply to concrete products, not every form of brand communication. The regulated media channels are narrow: TV, ODPS/IPTV and paid online. OOH/DOOH, billboards and transit advertising remain outside the national rule even though the same product categories can still be advertised there.",
      "file": "data/health/health-020.md"
    },
    {
      "id": "health-021",
      "title": "ASA first LHF rulings 2026: Iceland and Lidl ads banned once concrete unhealthy products were identifiable",
      "category": "health",
      "impact_score": 8,
      "year": 2026,
      "source_type": "government",
      "institution": "Advertising Standards Authority (ASA)",
      "source_url": "https://www.asa.org.uk/news/from-principle-to-practice-how-we-re-enforcing-the-new-less-healthy-ad-rules.html",
      "source_urls": [
        "https://www.asa.org.uk/news/from-principle-to-practice-how-we-re-enforcing-the-new-less-healthy-ad-rules.html"
      ],
      "source_count": 1,
      "verification_status": "verified",
      "verification_note": "Added during UK HFSS enforcement audit. ASA confirms first rulings applying the LHF identifiability test to Iceland and Lidl ads.",
      "tags": [
        "hfss",
        "lhf",
        "asa",
        "enforcement",
        "iceland",
        "lidl",
        "paid-online",
        "influencer",
        "identifiable-products"
      ],
      "summary": "In April 2026, the ASA published its first four rulings applying the new less healthy food and drink rules in practice. Two prominent cases — Iceland Foods and Lidl Northern Ireland — were upheld because paid online or influencer ads made specific less healthy products identifiable. The rule is therefore no longer merely theoretical; it is being applied to real advertising materials.",
      "finding": "In the Iceland case, confectionery products were identifiable in banner and display ads; in the Lidl case, a paid Instagram post made a Pain Suisse identifiable as a less healthy product. In both cases the ASA applied the two-stage test: the product must be HFSS under the Nutrient Profile Model and fall into a legally defined category. The deciding issue is not general brand presence, but whether consumers can identify the concrete product.",
      "file": "data/health/health-021.md"
    },
    {
      "id": "res-013",
      "title": "Hamburg Study: Digital City Light Poster Consumes up to 9,000 kWh/Year — Six Times the Annual Consumption of a Single-Person Household",
      "category": "resources",
      "impact_score": 8,
      "year": 2022,
      "source_type": "investigative_journalism",
      "institution": "fink.hamburg (unter Berufung auf Hamburger Stadtdaten)",
      "source_url": "https://fink.hamburg/2022/11/licht-aus-werbung-raus/",
      "source_urls": [
        "https://fink.hamburg/2022/11/licht-aus-werbung-raus/"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "energie",
        "stromverbrauch",
        "dclp",
        "hamburg",
        "haushalt",
        "klimaschutz",
        "digital"
      ],
      "summary": "Hamburg city data document: a single digital city light poster (DCLP, 2–3.25 m²) consumes between 2,300 and 9,000 kWh per year. A German single-person household uses an average of 1,300–1,500 kWh/year. A single DCLP therefore consumes 1.5 to 6 times as much as a one-person household — around the clock, exclusively for commercial advertising purposes.",
      "finding": "A digital city light poster consumes depending on brightness, operating hours, and model: lower value (modern, energy-efficient unit): ~2,300 kWh/year; upper value (older/brighter unit, continuous operation): ~9,000 kWh/year. Comparison: single-person household Germany: 1,300–1,500 kWh/year. This means: one single DCLP consumes as much energy as 1.5 to 6 single-person households — 365 days a year, 24 hours a day, for no function other than commercial advertising. Extrapolated to the thousands of digital advertising spaces in Hamburg or Berlin alone, this represents a significant share of total urban electricity consumption.",
      "file": "data/resources/res-013.md"
    },
    {
      "id": "env-017",
      "title": "WHO/UNITAR 2024: Global E-Waste Reaches 62 Million Tonnes — Only 22.3% Recycled, Uncontrolled Disposal Releases up to 1,000 Toxic Substances",
      "category": "environment",
      "impact_score": 9,
      "year": 2024,
      "source_type": "un_report",
      "institution": "UNITAR / United Nations Institute for Training and Research",
      "source_url": "https://unitar.org/about/news-stories/press/global-e-waste-monitor-2024-electronic-waste-rising-five-times-faster-documented-e-waste-recycling",
      "source_urls": [
        "https://unitar.org/about/news-stories/press/global-e-waste-monitor-2024-electronic-waste-rising-five-times-faster-documented-e-waste-recycling",
        "https://www.who.int/news-room/fact-sheets/detail/electronic-waste-(e-waste)"
      ],
      "source_count": 2,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "e-waste",
        "elektroschrott",
        "dooh",
        "led",
        "schadstoffe",
        "recycling",
        "global",
        "who",
        "unitar"
      ],
      "summary": "The Global E-Waste Monitor 2024 (UNITAR/UNU) documents: globally, 62 million tonnes of e-waste were generated in 2022 — an increase of 82% since 2010, growing five times faster than documented recycling. Only 22.3% is formally and safely disposed of. According to WHO, improper disposal releases up to 1,000 different pollutants, including neurotoxins such as lead. DOOH displays — with a service life of 3–8 years — are a directly affected segment.",
      "finding": "62 million tonnes of e-waste globally (2022); forecast for 2030: 82 million tonnes. Only 22.3% formally collected and safely recycled (2022). Uncontrolled disposal releases up to 1,000 chemicals, including lead, mercury, cadmium, brominated flame retardants. Plastics in e-waste: decomposition time up to 1 million years. Metals: aluminum 50–500 years, rare earths practically non-degradable. Annual increase: 2.6 million tonnes per year.",
      "file": "data/environment/env-017.md"
    },
    {
      "id": "reg-036",
      "title": "Greenwashing Risk: Green-Roofed Bus Shelters Have Small Direct CO₂ Uptake While Ad Displays and Poster Changes Add Material Environmental Loads",
      "category": "regulation",
      "impact_score": 9,
      "year": 2021,
      "source_type": "peer-reviewed",
      "institution": "Environmental Challenges / DOAJ",
      "source_url": "https://doaj.org/article/058aa07b68584d2eaa80f99978f9eda2",
      "source_urls": [
        "https://doaj.org/article/058aa07b68584d2eaa80f99978f9eda2",
        "https://adfreecities.org.uk/2022/12/the-electricity-costs-of-digital-out-of-home-advertising-screens/",
        "https://www.itsnicethat.com/news/empire-of-signs-point-of-reference-graphic-design-101121",
        "https://www.greenpeace.org/usa/wp-content/uploads/legacy/Global/usa/report/2009/4/pvc-the-poison-plastic.html"
      ],
      "source_count": 4,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "greenwashing",
        "bushaltestelle",
        "stroer",
        "jcdecaux",
        "gründach",
        "sedum",
        "co2",
        "energieverbrauch",
        "pvc",
        "vinyl",
        "deutschland",
        "münster",
        "utrecht"
      ],
      "summary": "Green-roofed bus shelters are often marketed as an ecological contribution to urban greening. The better-supported claim is not that green roofs are useless, but that the direct CO₂ uptake of a few square metres of sedum is small, while advertising displays consume electricity and classic poster systems can generate recurring material waste.",
      "finding": "Seyedabadi et al. (2021) show that green-roof plants can bind CO₂, but direct uptake per square metre depends strongly on plant type, climate, and maintenance. The study reports 0.14 kg CO₂/m²/year for Sedum acre. On a small shelter roof of roughly 3.6–5.4 m², that is a very small direct CO₂ uptake. Adfree Cities reports much larger energy orders of magnitude for digital outdoor advertising screens: 11,501 kWh/year for a double-sided six-sheet screen and 41,627 kWh/year for a large DOOH screen. Classic poster systems can also create recurring material impacts through campaign replacement.",
      "file": "data/regulation/reg-036.md"
    },
    {
      "id": "reg-037",
      "title": "German Supreme Court 2024: Advertising as 'Climate Neutral' via Carbon Offsets Is Misleading — OOH Operators Use This Model; Carbon Offsets Over 90% Ineffective (Guardian/Zeit 2023); JCDecaux Quietly Dropped the Claim in 2023",
      "category": "regulation",
      "impact_score": 9,
      "year": 2024,
      "source_type": "court_ruling",
      "institution": "Bundesgerichtshof / Wettbewerbszentrale",
      "source_url": "https://www.wettbewerbszentrale.de/bgh-untersagt-werbung-mit-klimaneutral-wettbewerbszentrale-setzt-sich-mit-forderung-nach-erlaeuterung-von-green-claims-durch/",
      "source_urls": [
        "https://www.wettbewerbszentrale.de/bgh-untersagt-werbung-mit-klimaneutral-wettbewerbszentrale-setzt-sich-mit-forderung-nach-erlaeuterung-von-green-claims-durch/",
        "https://www.theguardian.com/environment/2023/jan/18/revealed-forest-carbon-offsets-biggest-provider-worthless-verra-aoe",
        "https://www.mi-3.com.au/30-10-2023/jcdecaux-wont-be-carbon-neutral-anymore-heres-why-you-shouldnt-be-either"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "greenwashing",
        "klimaneutral",
        "carbon-offset",
        "bgh",
        "stroer",
        "jcdecaux",
        "klimaschutz",
        "recht",
        "deutschland",
        "verra"
      ],
      "summary": "Several OOH/DOOH operators advertise their campaigns as 'climate neutral' — achieved by purchasing carbon offset certificates. The German Federal Court of Justice (BGH) ruled on 27 June 2024 (Az. I ZR 98/23): advertising with the term 'climate neutral' without concrete and directly accessible explanation of the method is misleading and therefore unlawful under § 5 UWG. A joint investigative report by The Guardian, Die Zeit and SourceMaterial (January 2023) found that over 90% of the most widely used carbon offset certificates (Verra REDD+) have no verifiable climate impact. JCDecaux proactively dropped its 'carbon neutral' claim in October 2023 — explicitly citing upcoming EU regulation.",
      "finding": "BGH ruling 27.06.2024 (Az. I ZR 98/23, 'Katjes'): advertising products as 'climate neutral' without direct and understandable explanation of how and with what limitations neutrality is achieved is a misleading commercial practice under § 5(1) UWG. OOH operators' documented method: 'CO₂ emissions that cannot be avoided are fully offset with certified climate protection projects' (using ClimatePartner/Verra VCS certificates). Guardian/Zeit/SourceMaterial investigation (January 2023, nine months of research): >90% of Verra REDD+ forest carbon credits have no verifiable climate impact; deforestation reduction overstated by average 400%. Companies using the same certificates included Gucci, Shell, Salesforce, easyJet. JCDecaux reversal (October 2023): dropped 'carbon neutral' claim citing 'new sustainability reporting legislation and the banning of climate-neutral terms in Europe.' EU Directive 2024/825 (reg-026) bans offset-based climate-neutral product claims from September 2026.",
      "file": "data/regulation/reg-037.md"
    },
    {
      "id": "reg-038",
      "title": "'OOH Has the Lowest Carbon Footprint of All Ad Media': KPMG Study Commissioned by JCDecaux/Clear Channel Trade Body — Per-Impression Metric Conceals Absolute Energy Consumption of 11,501–41,627 kWh/Year per Screen",
      "category": "regulation",
      "impact_score": 7,
      "year": 2024,
      "source_type": "industry_report",
      "institution": "KPMG / Outsmart (UK Out-of-Home Trade Body)",
      "source_url": "https://www.outsmart.org.uk/site/userfiles/File/20240325141012_Sustainability-in-OOH-Report.pdf",
      "source_urls": [
        "https://www.outsmart.org.uk/site/userfiles/File/20240325141012_Sustainability-in-OOH-Report.pdf",
        "https://adfreecities.org.uk/2022/12/the-electricity-costs-of-digital-out-of-home-advertising-screens/"
      ],
      "source_count": 2,
      "verification_status": "source_critique",
      "verification_note": "Industry-funded report is the object of critique. Do not present as independent evidence for low OOH emissions.",
      "tags": [
        "greenwashing",
        "co2",
        "impression",
        "kpmg",
        "outsmart",
        "jcdecaux",
        "clear-channel",
        "energie",
        "industrie-studie",
        "methodik"
      ],
      "summary": "Since March 2024, the OOH industry has promoted a KPMG study with the headline finding: outdoor advertising emits only 0.25g CO₂e per impression — the lowest figure of all advertising media. The study was commissioned by Outsmart, the UK Out-of-Home trade body whose members include JCDecaux, Clear Channel, Global and Ocean Outdoor. The metric used ('per impression') structurally conceals absolute energy consumption: a single 6-Sheet digital screen consumes 11,501 kWh/year (Adfree Cities 2022, res-001) — regardless of how many people walk past it.",
      "finding": "Study commissioned by Outsmart (UK OOH trade body, members: JCDecaux UK, Clear Channel UK, Global, Ocean Outdoor); published March 2024 via KPMG. Core claim: OOH emits 0.25g CO₂e/impression — lowest of all measured media. Structural flaw: screen runs 24/7/365 regardless of audience; absolute energy is fixed; per-impression figure only improves with more viewers (which the industry measures and reports itself). Independent absolute data (Adfree Cities 2022): 6-Sheet digital screen 11,501 kWh/year = 3 UK households; large-format DOOH 41,627 kWh/year = 11 UK households; double-sided city screen ~14,000 kWh/year. Outsmart report's own methodology note: 'Impression is used colloquially... includes visibility reduction' — this caveat is not cited in industry marketing materials.",
      "file": "data/regulation/reg-038.md"
    },
    {
      "id": "reg-039",
      "title": "'Free Urban Furniture': JCDecaux Concession Contract in Los Angeles Delivered Only 52% of Promised Revenue and Half the Bus Shelters After 20 Years — Chicago Charged $100,000 Relocation Fee Per Unit",
      "category": "regulation",
      "impact_score": 8,
      "year": 2021,
      "source_type": "investigative_journalism",
      "institution": "PBS SoCal",
      "source_url": "https://www.pbssocal.org/news-community/decades-long-battle-over-sidewalk-advertising-leaves-l-a-bus-riders-waiting-for-shade",
      "source_urls": [
        "https://www.pbssocal.org/news-community/decades-long-battle-over-sidewalk-advertising-leaves-l-a-bus-riders-waiting-for-shade",
        "https://laist.com/news/kpcc-archive/hundreds-of-la-bus-shelters-go-unbuilt-millions-in"
      ],
      "source_count": 2,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "jcdecaux",
        "konzession",
        "bushaltestelle",
        "öffentlicher-raum",
        "städte",
        "vertrag",
        "los-angeles",
        "chicago",
        "infrastruktur",
        "versprechen"
      ],
      "summary": "The business model of major OOH operators is based on the promise of providing cities with free urban furniture (bus shelters, kiosks, public toilets) in exchange for exclusive, long-term advertising concessions in public space. Investigative reports from Los Angeles and Chicago document that this promise is systematically unmet: a 20-year JCDecaux contract with Los Angeles delivered only 52% of promised revenue and approximately half the contracted bus shelters at the end of its term. Chicago found that shelters installed under advertising contracts were practically immovable without paying a relocation fee of up to $100,000 per unit.",
      "finding": "Los Angeles 20-year contract with JCDecaux (2001–2021): promised up to 1,285 new bus shelters → ~660 delivered (~51%); promised $150 million city revenue → ~$78 million (~52%). Result: over 75% of bus stops in the City of Los Angeles have no shelter (LAist 2023). Worst-served stops are in lowest-income neighborhoods. City attempted to renegotiate contract since 2003 without success during the contract term. JCDecaux attributed underperformance to permit approval processes and public backlash against advertising. Chicago: relocation fees up to $100,000 per unit for shelters installed under JCDecaux contracts; city council members described 2020 contract extension as 'making a bad deal worse' (Chicago Sun-Times 2020). Structural issue: exclusive concession rights take effect immediately and completely; operator delivery obligations are difficult to enforce in practice.",
      "file": "data/regulation/reg-039.md"
    },
    {
      "id": "reg-040",
      "title": "'~80% Renewable Electricity' for DOOH Network: Germany's Federal Environment Agency States That Guarantees of Origin Do Not Guarantee Physical Connection to Renewable Generation and Make 'No Contribution to the Energy Transition'",
      "category": "regulation",
      "impact_score": 7,
      "year": 2023,
      "source_type": "government",
      "institution": "Umweltbundesamt (Federal Environment Agency Germany)",
      "source_url": "https://www.umweltbundesamt.de/themen/klima-energie/erneuerbare-energien/hintergrundwissen-oekostrom-stromkennzeichen",
      "source_urls": [
        "https://www.umweltbundesamt.de/themen/klima-energie/erneuerbare-energien/hintergrundwissen-oekostrom-stromkennzeichen",
        "https://www.stroeer.de/media/02_downloads/03_nachhaltigkeit/stroeer_sustainabilityreport2023.pdf"
      ],
      "source_count": 2,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "greenwashing",
        "ökostrom",
        "herkunftsnachweis",
        "erneuerbare-energien",
        "stroer",
        "dooh",
        "energiewende",
        "deutschland",
        "zertifikate"
      ],
      "summary": "Ströer advertises the procurement of 'approximately 80% renewable electricity' for its outdoor advertising infrastructure in its sustainability report. Germany's Federal Environment Agency (Umweltbundesamt) states that renewable electricity labels based on Guarantees of Origin (Herkunftsnachweise) do not guarantee any physical connection to the renewable generation facility. These certificates are tradeable instruments; actual electricity supply continues to come from the general grid energy mix. The UBA: these certificates make 'no contribution to the energy transition' as they create no additional renewable generation.",
      "finding": "Ströer Sustainability Report 2023: 'approximately 80% renewable electricity to power public infrastructure.' Method: purchase of Guarantees of Origin (HKN). Umweltbundesamt (German Federal Environment Agency, 2023): HKN are predominantly imported hydropower certificates from Scandinavia; no physical connection guaranteed; actual grid supply unchanged; 'no contribution to the energy transition.' The certificate system allows any conventional electricity supplier to label delivered power as 'green' by purchasing separately traded certificates — without generating any additional renewable energy. UBA distinguishes between HKN-based 'green electricity' (no added climate value) and genuinely additional green electricity (direct supply from new installations, verified by labels such as OK Power or Grüner Strom Label). Ströer's certificates are not independently verified; specific origin, type, and country of certificates not disclosed in sustainability report.",
      "file": "data/regulation/reg-040.md"
    },
    {
      "id": "culture-005",
      "title": "Kommerzielle Beschilderung kann historische Straßenbilder kulturell entwerten; nutzerbasierte Signage-Kontrollen verbessern die Wahrnehmung",
      "category": "culture",
      "impact_score": 8,
      "year": 2007,
      "source_type": "grey-literature",
      "institution": "UCL Discovery / Oxford Brookes University",
      "source_url": "https://discovery.ucl.ac.uk/10817/",
      "source_urls": [
        "https://discovery.ucl.ac.uk/10817/",
        "https://researchportal.hw.ac.uk/en/publications/visual-pollution-advertising-signage-and-environmental-quality-3/"
      ],
      "source_count": 2,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "historic-streetscape",
        "signage-control",
        "visual-pollution",
        "heritage",
        "urban-design",
        "environmental-quality"
      ],
      "summary": null,
      "finding": null,
      "file": "data/culture/culture-005.md"
    },
    {
      "id": "culture-006",
      "title": "Kommerzielle Signage kann Minderheitenkultur zur Kulisse machen: Chinatown-Studie zeigt Kommodifizierung von Sprache im Stadtraum",
      "category": "culture",
      "impact_score": 8,
      "year": 2009,
      "source_type": "peer-reviewed",
      "institution": "Journal of Sociolinguistics / Wiley",
      "source_url": "https://cir.nii.ac.jp/crid/1360302870439621632",
      "source_urls": [
        "https://cir.nii.ac.jp/crid/1360302870439621632",
        "https://docslib.org/doc/4036227/commodified-language-in-chinatown-a-contextualized-approach-to-linguistic-landscape1"
      ],
      "source_count": 2,
      "verification_status": null,
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        "commodification",
        "chinatown",
        "gentrification",
        "minority-culture",
        "signage",
        "public-space"
      ],
      "summary": null,
      "finding": null,
      "file": "data/culture/culture-006.md"
    },
    {
      "id": "culture-007",
      "title": "Outdoor-Werbung in Altstadtbereichen ist als visuelle Verschmutzung messbar und kann historische Ortswahrnehmung überlagern",
      "category": "culture",
      "impact_score": 7,
      "year": 2024,
      "source_type": "peer-reviewed",
      "institution": "Scientific Reports / Nature Portfolio",
      "source_url": "https://www.nature.com/articles/s41598-024-56403-9",
      "source_urls": [
        "https://www.nature.com/articles/s41598-024-56403-9"
      ],
      "source_count": 1,
      "verification_status": null,
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      "tags": [
        "old-town",
        "visual-pollution",
        "outdoor-advertising",
        "cultural-landscape",
        "historic-center",
        "nature"
      ],
      "summary": null,
      "finding": null,
      "file": "data/culture/culture-007.md"
    },
    {
      "id": "urban-010",
      "title": "Billboard-Wirkung auf Stadtraum-Offenheit kann mit 3D-Isovist- und Voxelmethoden quantifiziert werden",
      "category": "urban",
      "impact_score": 7,
      "year": 2021,
      "source_type": "peer-reviewed",
      "institution": "ISPRS International Journal of Geo-Information / MDPI",
      "source_url": "https://doaj.org/article/e394c227c51e44a684494c4f484030cc",
      "source_urls": [
        "https://doaj.org/article/e394c227c51e44a684494c4f484030cc"
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      "verification_status": null,
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        "3d-isovist",
        "voxel",
        "spatial-analysis",
        "planning",
        "regulation"
      ],
      "summary": null,
      "finding": null,
      "file": "data/urban/urban-010.md"
    },
    {
      "id": "culture-008",
      "title": "Kommerzielle Zeichenlandschaften spiegeln und formen Gentrifizierung: Prenzlauer-Berg-Studie zeigt öffentlichen Raum als umkämpftes Kulturfeld",
      "category": "culture",
      "impact_score": 8,
      "year": 2012,
      "source_type": "peer-reviewed",
      "institution": "Journal of Sociolinguistics / Lancaster University",
      "source_url": "https://research.lancaster-university.uk/en/publications/commercial-discourses-gentrification-and-citizens-protest-the-lin/",
      "source_urls": [
        "https://research.lancaster-university.uk/en/publications/commercial-discourses-gentrification-and-citizens-protest-the-lin/",
        "https://eprints.lancs.ac.uk/id/eprint/50935/"
      ],
      "source_count": 2,
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        "commercial-discourse",
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        "berlin",
        "public-space",
        "protest"
      ],
      "summary": null,
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      "file": "data/culture/culture-008.md"
    },
    {
      "id": "culture-009",
      "title": "Straßenwerbung gefährdet lokale Identität, wenn sie nicht streng an kulturelle Ortsmerkmale gebunden wird",
      "category": "culture",
      "impact_score": 7,
      "year": 2023,
      "source_type": "peer-reviewed",
      "institution": "Convergences - Journal of Research and Arts Education",
      "source_url": "https://convergencias.ipcb.pt/index.php/convergences/article/view/36",
      "source_urls": [
        "https://convergencias.ipcb.pt/index.php/convergences/article/view/36"
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      "source_count": 1,
      "verification_status": null,
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        "local-identity",
        "outdoor-advertising",
        "kyoto",
        "osaka",
        "tokyo",
        "place",
        "cultural-preferences",
        "signage-restrictions"
      ],
      "summary": null,
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      "file": "data/culture/culture-009.md"
    },
    {
      "id": "urban-011",
      "title": "Außenwerbung wird durch räumliche, zeitliche und interaktive Formate Teil der Stadtbeziehung selbst",
      "category": "urban",
      "impact_score": 7,
      "year": 2014,
      "source_type": "peer-reviewed",
      "institution": "Journal of Marketing Management / University of Manchester",
      "source_url": "https://research.manchester.ac.uk/en/publications/outdoor-advertising-in-urban-context-spatiality-temporality-and-i/",
      "source_urls": [
        "https://research.manchester.ac.uk/en/publications/outdoor-advertising-in-urban-context-spatiality-temporality-and-i/"
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      "source_count": 1,
      "verification_status": null,
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        "spatiality",
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        "interactive-ooh",
        "place-marketing",
        "urban-experience"
      ],
      "summary": null,
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      "file": "data/urban/urban-011.md"
    },
    {
      "id": "urban-012",
      "title": "Digitale Außenwerbung ist ein materielles Stadtobjekt aus Hardware, Software und Code, nicht nur ein Medienkanal",
      "category": "urban",
      "impact_score": 8,
      "year": 2018,
      "source_type": "peer-reviewed",
      "institution": "Environment and Planning A / Aberystwyth Research Portal",
      "source_url": "https://research.aber.ac.uk/en/publications/the-material-geographies-of-advertising-concrete-objects-affectiv",
      "source_urls": [
        "https://research.aber.ac.uk/en/publications/the-material-geographies-of-advertising-concrete-objects-affectiv"
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      "source_count": 1,
      "verification_status": null,
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        "material-geographies",
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        "code",
        "image-recognition",
        "urban-space",
        "affective-affordance"
      ],
      "summary": null,
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      "file": "data/urban/urban-012.md"
    },
    {
      "id": "health-022",
      "title": "Outdoor-Tabakwerbung konzentrierte sich in Boston nahe Schulen und in sozial benachteiligten Nachbarschaften",
      "category": "health",
      "impact_score": 8,
      "year": 1998,
      "source_type": "peer-reviewed",
      "institution": "American Journal of Preventive Medicine / PubMed",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/9713672/",
      "source_urls": [
        "https://pubmed.ncbi.nlm.nih.gov/9713672/"
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      "source_count": 1,
      "verification_status": null,
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        "outdoor-advertising",
        "schools",
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        "boston",
        "low-income",
        "racial-equity",
        "public-health"
      ],
      "summary": null,
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      "file": "data/health/health-022.md"
    },
    {
      "id": "equity-006",
      "title": "NYC-Studie: Street-Level-Werbung für Konsumprodukte ist in retail-dichten Straßen allgegenwärtig und variiert nach Nachbarschaftsdemografie",
      "category": "equity",
      "impact_score": 8,
      "year": 2019,
      "source_type": "peer-reviewed",
      "institution": "BMC Public Health",
      "source_url": "https://bmcpublichealth.biomedcentral.com/articles/10.1186/s12889-019-7821-y",
      "source_urls": [
        "https://bmcpublichealth.biomedcentral.com/articles/10.1186/s12889-019-7821-y"
      ],
      "source_count": 1,
      "verification_status": null,
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        "consumable-products",
        "poverty",
        "racial-equity",
        "sugary-drinks",
        "tobacco",
        "alcohol",
        "nyc",
        "street-level"
      ],
      "summary": null,
      "finding": null,
      "file": "data/equity/equity-006.md"
    },
    {
      "id": "pol-019",
      "title": "Brüssel/Molenbeek: JCDecaux-Werbetafel lief laut Recherche 18 Jahre ohne Genehmigung weiter",
      "category": "politics",
      "impact_score": 8,
      "year": 2021,
      "source_type": "investigative_journalism",
      "institution": "BRUZZ",
      "source_url": "https://www.bruzz.be/stedenbouw/reclamepaneel-ninoofsepoort-heeft-al-18-jaar-geen-vergunning-2021-09-13",
      "source_urls": [
        "https://www.bruzz.be/stedenbouw/reclamepaneel-ninoofsepoort-heeft-al-18-jaar-geen-vergunning-2021-09-13",
        "https://www.thebulletin.be/billboard-operating-without-permit-suddenly-dismantled-following-media-inquiry"
      ],
      "source_count": 2,
      "verification_status": null,
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        "jcdecaux",
        "brussels",
        "molenbeek",
        "illegal-billboard",
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        "enforcement-failure",
        "urban-planning",
        "belgium"
      ],
      "summary": null,
      "finding": null,
      "file": "data/politics/pol-019.md"
    },
    {
      "id": "reg-041",
      "title": "Brüsseler Regierung strich 26 JCDecaux-Digitalscreens nach kommunalen Beschwerden wegen Verkehrssicherheit",
      "category": "regulation",
      "impact_score": 8,
      "year": 2020,
      "source_type": "investigative_journalism",
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      "source_url": "https://www.bruzz.be/mobiliteit/regering-schrapt-alsnog-26-reclameborden-van-jc-decaux-2020-02-20",
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        "https://www.bruzz.be/mobiliteit/regering-schrapt-alsnog-26-reclameborden-van-jc-decaux-2020-02-20",
        "https://www.thebulletin.be/saint-gilles-covers-illegal-billboards-see-through-foil",
        "https://www.thebulletin.be/animated-billboards-are-illegal-says-belgian-road-safety-institute"
      ],
      "source_count": 3,
      "verification_status": null,
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        "digital-billboards",
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        "permit-appeal",
        "villo",
        "belgium"
      ],
      "summary": null,
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      "file": "data/regulation/reg-041.md"
    },
    {
      "id": "reg-042",
      "title": "Valencianische Antifraud-Agentur untersuchte Orihuela wegen mehr als 50 mutmaßlich illegaler Werbeanlagen",
      "category": "regulation",
      "impact_score": 8,
      "year": 2024,
      "source_type": "investigative_journalism",
      "institution": "Alicante Plaza / EFE",
      "source_url": "https://alicanteplaza.es/antifraude-investiga-la-instalacion-en-orihuela-de-mas-de-50-vallas-y-totems-ilegales",
      "source_urls": [
        "https://alicanteplaza.es/antifraude-investiga-la-instalacion-en-orihuela-de-mas-de-50-vallas-y-totems-ilegales",
        "https://www.diariodelavega.com/antifraude-investiga-la-colocacion-mas-de-50-vallas-publicitarias-y-totems-ilegales-en-orihuela-costa/",
        "https://www.elperiodic.com/orihuela/ayuntamiento-orihuela-intensifica-acciones-contra-vallas-publicitarias-ilegales_992089"
      ],
      "source_count": 3,
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        "urban-planning",
        "n-332",
        "enforcement"
      ],
      "summary": null,
      "finding": null,
      "file": "data/regulation/reg-042.md"
    },
    {
      "id": "safety-009",
      "title": "Tschechien: Tausende illegale Straßen-Billboards bleiben trotz Sicherheitsverboten ein Vollzugsproblem",
      "category": "safety",
      "impact_score": 8,
      "year": 2023,
      "source_type": "government",
      "institution": "Radio Prague International / Czech Radio",
      "source_url": "https://english.radio.cz/illegal-billboard-owners-still-playing-cat-and-mouse-game-authorities-8793476",
      "source_urls": [
        "https://english.radio.cz/illegal-billboard-owners-still-playing-cat-and-mouse-game-authorities-8793476",
        "https://www.idnes.cz/praha/zpravy/nelegalni-bilbord-reklama-odstraneni-silnice-dalnice-silnicari-rsd.A250512_150203_domaci_lysa",
        "https://www.tyden.cz/kolem-silnic-jsou-tisice-nelegalnich-billboardu-obcas-i-kradou-elektrinu"
      ],
      "source_count": 3,
      "verification_status": null,
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        "czechia",
        "illegal-billboards",
        "road-safety",
        "highways",
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        "electricity-theft",
        "roadside-advertising"
      ],
      "summary": null,
      "finding": null,
      "file": "data/safety/safety-009.md"
    },
    {
      "id": "reg-043",
      "title": "Lufthansa-Poster mit Klima-Slogan wurde von der ASA als irreführende Umweltwerbung untersagt",
      "category": "regulation",
      "impact_score": 8,
      "year": 2023,
      "source_type": "government",
      "institution": "Advertising Standards Authority / CAP",
      "source_url": "https://www.asa.org.uk/rulings/deutsche-lufthansa-ag-a22-1169419-deutsche-lufthansa-ag.html",
      "source_urls": [
        "https://www.asa.org.uk/rulings/deutsche-lufthansa-ag-a22-1169419-deutsche-lufthansa-ag.html",
        "https://www.theguardian.com/business/2023/mar/01/airline-green-adverts-banned-uk-lufthansa-asa"
      ],
      "source_count": 2,
      "verification_status": null,
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        "poster",
        "aviation",
        "asa",
        "environmental-claims",
        "fossil-fuel",
        "germany",
        "uk"
      ],
      "summary": null,
      "finding": null,
      "file": "data/regulation/reg-043.md"
    },
    {
      "id": "pol-020",
      "title": "Prag: JCDecaux wurde rechtskräftig wegen Beeinflussung eines Werbeflächen-Auftrags im Metrobereich verurteilt",
      "category": "politics",
      "impact_score": 9,
      "year": 2021,
      "source_type": "investigative_journalism",
      "institution": "ČT24 / Česká televize / ČTK",
      "source_url": "https://ct24.ceskatelevize.cz/clanek/domaci/za-ovlivneni-pronajmu-reklamnich-ploch-v-metru-rozdal-soud-tresty-ve-vysi-50-tisic-korun-29371",
      "source_urls": [
        "https://ct24.ceskatelevize.cz/clanek/domaci/za-ovlivneni-pronajmu-reklamnich-ploch-v-metru-rozdal-soud-tresty-ve-vysi-50-tisic-korun-29371",
        "https://www.novinky.cz/clanek/ekonomika-firma-jcdecaux-pravomocne-odsouzena-za-manipulaci-s-verejnou-zakazkou-40372267"
      ],
      "source_count": 2,
      "verification_status": null,
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        "citylights",
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      ],
      "summary": null,
      "finding": null,
      "file": "data/politics/pol-020.md"
    },
    {
      "id": "pol-021",
      "title": "Tirana: BIRN-Recherche beschreibt City-Light-Monopol kurz vor Wahlkampf als politisches Klientelismusrisiko",
      "category": "politics",
      "impact_score": 9,
      "year": 2025,
      "source_type": "investigative_journalism",
      "institution": "BIRN / Balkanweb",
      "source_url": "https://www.balkanweb.com/en/birn-monopoli-i-reklamave-city-lights-kufizoi-garen-elektorale-per-bashkine-e-tiranes/",
      "source_urls": [
        "https://www.balkanweb.com/en/birn-monopoli-i-reklamave-city-lights-kufizoi-garen-elektorale-per-bashkine-e-tiranes/",
        "https://dosja.al/politike/birn-monopoli-i-reklamave-city-lights-kufizoi-garen-elektorale-per-bash-i471236"
      ],
      "source_count": 2,
      "verification_status": null,
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      "tags": [
        "tirana",
        "albania",
        "citylights",
        "outdoor-advertising",
        "monopoly",
        "political-clientelism",
        "election-campaign",
        "transparency"
      ],
      "summary": null,
      "finding": null,
      "file": "data/politics/pol-021.md"
    },
    {
      "id": "pol-022",
      "title": "Posterscope/Aegis-USA: Ex-Präsident wegen $19,75-Mio.-Accounting-Fraud im Outdoor-Advertising-Geschäft verurteilt",
      "category": "politics",
      "impact_score": 8,
      "year": 2013,
      "source_type": "government",
      "institution": "U.S. Department of Justice / Southern District of New York",
      "source_url": "https://www.justice.gov/usao-sdny/pr/former-president-international-outdoor-advertising-company-sentenced-manhattan-federal",
      "source_urls": [
        "https://www.justice.gov/usao-sdny/pr/former-president-international-outdoor-advertising-company-sentenced-manhattan-federal",
        "https://archives.fbi.gov/archives/newyork/press-releases/2013/former-president-of-international-outdoor-advertising-company-sentenced-in-manhattan-federal-court-to-four-months-in-prison-for-orchestrating-19.75-million-accounting-fraud-scheme",
        "https://www.mediapost.com/publications/article/169743/former-posterscope-execs-arraigned-on-fraud-charge.html"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "posterscope",
        "aegis",
        "outdoor-advertising",
        "accounting-fraud",
        "doj",
        "fbi",
        "corporate-governance",
        "false-revenue"
      ],
      "summary": null,
      "finding": null,
      "file": "data/politics/pol-022.md"
    },
    {
      "id": "pol-023",
      "title": "Billboard-Lizenzverwalter All Vision zahlte $2,85 Mio. zur Beilegung von Betrugsvorwürfen gegenüber dem US Postal Service",
      "category": "politics",
      "impact_score": 8,
      "year": 2019,
      "source_type": "government",
      "institution": "U.S. Department of Justice / District of Colorado",
      "source_url": "https://www.justice.gov/usao-co/pr/billboard-licensing-company-pays-285-million-resolve-allegations-it-defrauded-postal",
      "source_urls": [
        "https://www.justice.gov/usao-co/pr/billboard-licensing-company-pays-285-million-resolve-allegations-it-defrauded-postal"
      ],
      "source_count": 1,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "billboard-licenses",
        "all-vision",
        "postal-service",
        "fraud",
        "public-contracts",
        "rent-remittance",
        "doj",
        "outdoor-advertising"
      ],
      "summary": null,
      "finding": null,
      "file": "data/politics/pol-023.md"
    },
    {
      "id": "pol-024",
      "title": "Clear Channel Outdoor zahlte über $26 Mio. zur Beilegung von SEC-Vorwürfen wegen Bestechung für OOH-Verträge in China",
      "category": "politics",
      "impact_score": 10,
      "year": 2023,
      "source_type": "grey-literature",
      "institution": "Corruption, Crime & Compliance / Volkov Law",
      "source_url": "https://blog.volkovlaw.com/2023/10/clear-channel-settles-sec-fcpa-case-against-former-chinese-subsidiary-for-26-1-million/",
      "source_urls": [
        "https://blog.volkovlaw.com/2023/10/clear-channel-settles-sec-fcpa-case-against-former-chinese-subsidiary-for-26-1-million/",
        "https://www.investing.com/news/stock-market-news/sec-says-clear-channel-outdoor-holdings-settles-charges-of-bribing-chinese-officials-3185725"
      ],
      "source_count": 2,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "clear-channel",
        "clear-media",
        "fcpa",
        "bribery",
        "china",
        "public-contracts",
        "bus-shelters",
        "outdoor-displays",
        "sec"
      ],
      "summary": null,
      "finding": null,
      "file": "data/politics/pol-024.md"
    },
    {
      "id": "pol-025",
      "title": "TfL-Junk-Food-Werbeverbot: Lebensmittel- und Werbeindustrie übertrieb Kosten und lieferte wenig Evidenz für eigene Gegenclaims",
      "category": "politics",
      "impact_score": 8,
      "year": 2021,
      "source_type": "peer-reviewed",
      "institution": "PLOS Medicine",
      "source_url": "https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1003695",
      "source_urls": [
        "https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1003695",
        "https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1003915"
      ],
      "source_count": 2,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "tfl",
        "junk-food",
        "hfss",
        "corporate-political-activity",
        "lobbying",
        "outdoor-advertising",
        "policy-dystopia",
        "children",
        "london"
      ],
      "summary": null,
      "finding": null,
      "file": "data/politics/pol-025.md"
    },
    {
      "id": "priv-009",
      "title": "Cadillac Fairview: 'Anonymous Video Analytics' in digitalen Kiosken sammelte laut Datenschutzbehörden 5 Mio. Gesichtsbilder ohne gültige Einwilligung",
      "category": "privacy",
      "impact_score": 10,
      "year": 2020,
      "source_type": "government",
      "institution": "Office of the Privacy Commissioner of Canada",
      "source_url": "https://www.priv.gc.ca/en/opc-news/news-and-announcements/2020/nr-c_201029/?wbdisable=true",
      "source_urls": [
        "https://www.priv.gc.ca/en/opc-news/news-and-announcements/2020/nr-c_201029/?wbdisable=true",
        "https://www.priv.gc.ca/en/opc-actions-and-decisions/investigations/investigations-into-businesses/2020/pipeda-2020-004/?wbdisable=true"
      ],
      "source_count": 2,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "anonymous-video-analytics",
        "facial-detection",
        "facial-recognition",
        "biometrics",
        "digital-kiosks",
        "audience-measurement",
        "dooh",
        "canada",
        "consent"
      ],
      "summary": null,
      "finding": null,
      "file": "data/privacy/priv-009.md"
    },
    {
      "id": "safety-010",
      "title": "Mumbai/Ghatkopar: Einsturz einer illegalen Großwerbetafel tötete 17 Menschen; Ermittlungen fanden schwache Fundamente und Genehmigungsversagen",
      "category": "safety",
      "impact_score": 10,
      "year": 2024,
      "source_type": "investigative_journalism",
      "institution": "The New Indian Express / PTI",
      "source_url": "https://www.newindianexpress.com/nation/2024/Jun/06/ghatkopar-hoarding-that-claimed-17-lives-was-installed-on-weak-foundation-mumbai-institute-report",
      "source_urls": [
        "https://www.newindianexpress.com/nation/2024/Jun/06/ghatkopar-hoarding-that-claimed-17-lives-was-installed-on-weak-foundation-mumbai-institute-report",
        "https://www.mid-day.com/mumbai/mumbai-news/article/ghatkopar-hoarding-collapse-how-grp-bmc-helped-put-up-illegal-billboard-23364090",
        "https://www.hindustantimes.com/cities/mumbai-news/panel-blames-ips-officer-officials-for-ghatkopar-hoarding-collapse-101774380422870.html"
      ],
      "source_count": 3,
      "verification_status": null,
      "verification_note": null,
      "tags": [
        "ghatkopar",
        "mumbai",
        "billboard-collapse",
        "illegal-hoarding",
        "structural-safety",
        "fatalities",
        "weak-foundation",
        "permits",
        "india"
      ],
      "summary": null,
      "finding": null,
      "file": "data/safety/safety-010.md"
    }
  ]
}