ArticleInternational journal of environmental research and public health2020
Neighborhood Disadvantage and Tobacco Retail Outlet and Vape Shop Outlet Rates.
Article in International journal of environmental research and public health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 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
24 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
- Child Salivary Cotinine Levels Related to Neighborhood Deprivation and Tobacco and Alcohol Retail Outlets.Journal of urban health : bulletin of the New York Academy of Medicine · 2026Article
- Assessing residential neighborhood exposomes and their associations with cancer incidence: rationale, study design, and methods.American journal of epidemiology · 2025Article
- Young Adults' Experiences with Cannabis Retailer Marketing and Related Practices: Differences Among Sociodemographic Groups and Associations with Cannabis Use-related Outcomes.Journal of racial and ethnic health disparities · 2025Article
- Enhanced spatial analysis assessing the association between PFAS-contaminated water and cancer incidence: rationale, study design, and methods.BMC cancer · 2025Article
- Indices of neighborhood disadvantage and individual cancer control behaviors among African American adults.JNCI cancer spectrum · 2025Article
- Understanding racial/ethnic differences in e-cigarette outcome expectancies among early adolescents: findings from the Adolescent Brain Cognitive Development Study.Frontiers in adolescent medicine · 2025Article
- Modeling the Effects of Policies that Restrict Tobacco Retail Outlets on Prenatal Smoke Exposure and Perinatal Health Care Utilization.Prevention science : the official journal of the Society for Prevention Research · 2024Article
- A statewide study of disparities in local policies and tobacco, vape, and cannabis retail environments.Preventive medicine reports · 2023Article
- Modeling historic neighborhood deprivation and non-Hodgkin lymphoma risk.Environmental research · 2023Article
- The availability and distribution of vaping retailers across Ontario neighbourhoods, 2016-2019.Canadian journal of public health = Revue canadienne de sante publique · 2023Article
- Reducing the number and types of tobacco retail outlets in the Netherlands: Study protocol for a comprehensive mixedmethods policy evaluation.Tobacco prevention & cessation · 2023Article
- Tobacco Retail Outlets, Neighborhood Deprivation and the Risk of Prenatal Smoke Exposure.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2022Article
- Review of Use Prevalence, Susceptibility, Advertisement Exposure, and Access to Electronic Nicotine Delivery Systems among Minorities and Low-Income Populations in the United States.International journal of environmental research and public health · 2022Review
- Neighborhood Deprivation is Associated with Increased Risk of Prenatal Smoke Exposure.Prevention science : the official journal of the Society for Prevention Research · 2022Article
- The Intersection of Neighborhood Environment and Adverse Childhood Experiences: Methods for Creation of a Neighborhood ACEs Index.International journal of environmental research and public health · 2022Article
- Spatially Varying Associations of Neighborhood Disadvantage with Alcohol and Tobacco Retail Outlet Rates.International journal of environmental research and public health · 2022Article
- Disparities in Neighborhood Characteristics among U.S. Children with Secondhand and Thirdhand Tobacco Smoke Exposure.International journal of environmental research and public health · 2022Article
- Associations of Alcohol and Tobacco Retail Outlet Rates with Neighborhood Disadvantage.International journal of environmental research and public health · 2022Article
- Mobile Health Tobacco Cessation Interventions to Promote Health Equity: Current Perspectives.Frontiers in digital health · 2022Article
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Neighborhood-level socioeconomic variables, such as the proportion of minority and low-income residents, have been associated with a greater density of tobacco retail outlets (TROs), though less is known about the degree to which these neighborhood indicators are related to vape shop outlet (VSO) density. Many studies of TROs and neighborhood characteristics include only a small set of variables and also fail to take into account the correlation among these variables. Using a carefully curated database of all TROs and VSOs in Virginia (2016-2018), we developed a Bayesian model to estimate a neighborhood disadvantage index and examine its association with rates of outlets across census tracts while also accounting for correlations among variables. Models included 12 census tract variables from the American Community Survey. Results showed that increasing neighborhood disadvantage was associated with a 63% and 64% increase in TRO and VSO risk, respectively. Important variables associated with TRO rates included % renter occupied housing, inverse median gross rent, inverse median monthly housing costs, inverse median monthly housing costs, and % vacant housing units. Important variables associated with VSO rates were % renter occupied housing and % Hispanic population. There were several spatial clusters of significantly elevated risk for TROs and VSOs in western and eastern Virginia.
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