ArticleNicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco2022
Sociodemographic Disparities in Tobacco Retailer Density in the United States, 2000-2017.
Article in Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 1 of them a synthesis that pooled it.
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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
25 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Neighbourhood inequities in the availability of retailers selling tobacco products: a systematic review.Tobacco control · 2025Pooled it
- Recruitment Methods, Inclusion, and Successful Participation in a Longitudinal Clinical Trial Using Ecological Momentary Assessment.Health education & behavior : the official publication of the Society for Public Health Education · 2024Trial
- Patterns of specialty tobacco retail locations and visitor counts in the USA.Tobacco control · 2026Article
- Article
- The Relationship between Combined State and Local Tobacco Retail Licensing Laws and Retailer Density: The Case in California (2012-2021).Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2025Article
- Supply and demand effects between tobacco retailer density and smoking prevalence.Tobacco control · 2025Article
- Global policy scan of commercial combustible tobacco product retailing regulations by WHO region.Tobacco control · 2025Article
- Vicarious Exposure to Police Discrimination and Brutality, Concern, and Changes in Cigarette Smoking.Journal of racial and ethnic health disparities · 2025Article
- Community Awareness-Raising to Support Tobacco Policy: Results from an App-Based Photo-Mapping Activity with College Students.Journal of community health · 2025Article
- Unequal Impact of Flavored Tobacco Across Populations: From Neuroscience to Policy.Basic and clinical neuroscience · 2025Review
- Cooling down hotspots of retail tobacco products: addressing disparities in the built environment through policy.Health & place · 2025Article
- Rethinking Smoking and Quitting in Low-Income Contexts: A Qualitative Analysis with Implications for Practice and Policy.International journal of environmental research and public health · 2025Article
- Tobacco retailer density and rurality across four US states: California, Connecticut, North Carolina, and Ohio.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2025Article
- Perceptions Toward an Attentional Bias Modification Mobile Game Among Individuals With Low Socioeconomic Status Who Smoke: Qualitative Study.JMIR serious games · 2025Article
- Age Restricted Location Policies: A Potential Strategy for Advancing the Tobacco Endgame.American journal of public health · 2025Article
- Unveiling rural and Appalachian disparities in cigarette smoking through the social vulnerability index and other county-level characteristics.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2025Article
- Assessing Temporal Changes in Spatially-Varying Disparities in Tobacco Retailer Density across Ohio.Ohio journal of public health · 2025Article
- Area-level sociodemographic differences in tobacco availability examined with nationwide tobacco product retail licence data in Finland.Tobacco control · 2024Article
- Should tobacco sales be restricted to state-run alcohol outlets? Perspectives from 10 US alcohol control states.Addiction (Abingdon, England) · 2024Article
- Flavored Tobacco Sales Restrictions and Youth E-cigarette Behavior: Impact by Tobacco Retailer Density in Diverse Communities in California.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2024Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
introductionStudies find differences in tobacco retailer density according to neighborhood sociodemographic characteristics, raising issues of social justice, but not all research is consistent. AIMS AND
methodsThis study examined associations between tobacco retailer density and neighborhood sociodemographic characteristics in the United States at four timepoints (2000, 2007, 2012, and 2017) and investigated if associations remained stable over time. Data on tobacco retailers came from the National Establishment Time-Series Database. Adjusted log-linear models examined the relationship between retailer density and census tract sociodemographic characteristics (% non-Hispanic Black [Black], % Hispanic, % vacant housing units, median household income), controlling for percentage of youth, urbanicity, and US region. To examine whether the relationship between density and sociodemographic characteristics changed over time, additional models were estimated with interaction terms between each sociodemographic characteristic and year.
resultsTobacco retailer density ranged from 1.22 to 1.44 retailers/1000 persons from 2000 to 2017. There were significant, positive relationships between tobacco retailer density and the percentage of Black (standardized exp(b) = 1.05 [95% CI: 1.04% to 1.07%]) and Hispanic (standardized exp(b) = 1.06 [95% CI: 1.05% to 1.08%]) residents and the percentage of vacant housing units (standardized exp(b) =1.08 [95% CI: 1.07% to 1.10%]) in a census tract. Retailer density was negatively associated with income (standardized exp(b) = 0.84 [95% CI: 0.82% to 0.86%]). From 2000 to 2017, the relationship between retailer density and income and vacant housing units became weaker.
conclusionsDespite the weakening of some associations, there are sociodemographic disparities in tobacco retailer density from 2000 to 2017, which research has shown may contribute to inequities in smoking. IMPLICATIONS: This study examines associations between tobacco retailer density and neighborhood sociodemographic characteristics in the United States at four timepoints from 2000 to 2017. Although some associations weakened, there are sociodemographic disparities in tobacco retailer density over the study period. Research suggests that sociodemographic disparities in retailer density may contribute to inequities in smoking. Findings from this study may help identify which communities should be prioritized for policy intervention and regulation.
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