ArticleThe Milbank quarterly2009
A cross-sectional prevalence study of ethnically targeted and general audience outdoor obesity-related advertising.
Article in The Milbank quarterly, 2009. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 75 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
75 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Market strategies used by processed food manufacturers to increase and consolidate their power: a systematic review and document analysis.Globalization and health · 2021Pooled it
- Outreach to diversify clinical trial participation: A randomized recruitment study.Clinical trials (London, England) · 2015Trial
- The effects of food advertising and cognitive load on food choices.BMC public health · 2014Trial
- The Memphis Girls' health Enrichment Multi-site Studies (GEMS): an evaluation of the efficacy of a 2-year obesity prevention program in African American girls.Archives of pediatrics & adolescent medicine · 2010Trial
- Unhealthy Food and Beverage Marketing on Public Transport Infrastructure in Western Melbourne.Health promotion journal of Australia : official journal of Australian Association of Health Promotion Professionals · 2026Article
- Effectiveness of a behavioral weight management intervention by race, ethnicity, income, and education: a meta-analysis.Communications medicine · 2026Article
- A cognitive dissonance-based intervention to reduce ultra-processed food intake: Protocol for a pilot randomized controlled trial.Contemporary clinical trials · 2026Article
- Restaurant Advertising Expenditure Patterns in US Counties by Race, Ethnicity, and Income.Journal of urban health : bulletin of the New York Academy of Medicine · 2026Article
- Advertisements of ultra-processed products outside food outlets: field evidence from Montevideo, Uruguay.Public health nutrition · 2025Article
- Does outdoor advertising correlate with retail food purchases made by adolescents? A cross-sectional study in Canada.Health promotion international · 2025Article
- Article
- The relationship between perceptions toward advertising and consumption of energy-dense nutrient-poor foods among adults in the United States: results from a national survey.Frontiers in public health · 2025Article
- Sugar-Sweetened Beverage Taxes and Perinatal Health: A Quasi-Experimental Study.American journal of preventive medicine · 2023Article
- A scoping review of outdoor food marketing: exposure, power and impacts on eating behaviour and health.BMC public health · 2022Article
- Socioeconomic disparities in outdoor branded advertising in San Francisco and Oakland, California.Preventive medicine reports · 2022Article
- Environments and situations as correlates of eating and drinking among women living with obesity and urban poverty.Obesity science & practice · 2022Article
- Perceptions of Arguments in Support of Policies to Reduce Sugary Drink Consumption Among Low-Income White, Black and Latinx Parents of Young Children.American journal of health promotion : AJHP · 2022Article
- Comparisons of Culturally Targeted Food and Beverage Advertisements in Caribbean-American Neighborhood and Non-Latinx White Neighborhood in New York City.Health equity · 2022Article
- Associations between State-Level Obesity Rates, Engagement with Food Brands on Social Media, and Hashtag Usage.International journal of environmental research and public health · 2021Article
- Maximising the wealth of few at the expense of the health of many: a public health analysis of market power and corporate wealth and income distribution in the global soft drink market.Globalization and health · 2021Article
15 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
Abstract
contextCommercial marketing is a critical but understudied element of the sociocultural environment influencing Americans' food and beverage preferences and purchases. This marketing also likely influences the utilization of goods and services related to physical activity and sedentary behavior. A growing literature documents the targeting of racial/ethnic and income groups in commercial advertisements in magazines, on billboards, and on television that may contribute to sociodemographic disparities in obesity and chronic disease risk and protective behaviors. This article examines whether African Americans, Latinos, and people living in low-income neighborhoods are disproportionately exposed to advertisements for high-calorie, low nutrient-dense foods and beverages and for sedentary entertainment and transportation and are relatively underexposed to advertising for nutritious foods and beverages and goods and services promoting physical activities.
methodsOutdoor advertising density and content were compared in zip code areas selected to offer contrasts by area income and ethnicity in four cities: Los Angeles, Austin, New York City, and Philadelphia.
findingsLarge variations were observed in the amount, type, and value of advertising in the selected zip code areas. Living in an upper-income neighborhood, regardless of its residents' predominant ethnicity, is generally protective against exposure to most types of obesity-promoting outdoor advertising (food, fast food, sugary beverages, sedentary entertainment, and transportation). The density of advertising varied by zip code area race/ethnicity, with African American zip code areas having the highest advertising densities, Latino zip code areas having slightly lower densities, and white zip code areas having the lowest densities.
conclusionsThe potential health and economic implications of differential exposure to obesity-related advertising are substantial. Although substantive legal questions remain about the government's ability to regulate advertising, the success of limiting tobacco advertising offers lessons for reducing the marketing contribution to the obesigenicity of urban environments.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.