Research map: Patterns of specialty tobacco retail locations and visitor counts in the USA

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Papers in this map

  1. A growing geographic disparity: Rural and urban cigarette smoking trends in the United States · Nathan Doogan · 2017 · 265 citations · Cited by this paper
  2. E-cigarette use in vehicles: factors associated with secondhand exposure and behaviour from a US young adult sample in 2024 · 2026 · Related
  3. Predictors of tobacco outlet density nationwide: a geographic analysis · Daniel Rodriguez · 2012 · 157 citations · Cited by this paper
  4. Legitimacy of stakeholder voices in tobacco control in Aotearoa New Zealand · 2026 · Related
  5. Understanding the bias of mobile location data across spatial scales and over time: A comprehensive analysis of SafeGraph data in the United States · Zhenlong Li · 2024 · 99 citations · Cited by this paper
  6. Transfer of synthetic cooling agents and menthol to the smoke in combustible cigarettes: implications for tobacco regulation · 2026 · Related
  7. Adolescent Tobacco Use in Urban Versus Rural Areas of the United States: The Influence of Tobacco Control Policy Environments · Michael F. Pesko · 2017 · 69 citations · Cited by this paper
  8. Municipal tobacco control in the Northern Netherlands: a quantitative content analysis of local health policies · 2026 · Related
  9. Vape Shop Density and Socio-Demographic Disparities: A US Census Tract Analysis · Hongying Daisy Dai · 2017 · 58 citations · Cited by this paper
  10. Correlates of oral nicotine pouch use, use frequency and flavour use among US adults · 2026 · Related
  11. Effects of e-cigarette minimum legal sales ages on youth tobacco use in the United States · Michael F. Pesko · 2023 · 45 citations · Cited by this paper
  12. Combustible tobacco-free cigarettes containing a nicotine analogue: a dangerous design to counter smoking regulations? · 2026 · Related
  13. Identifying e-cigarette vape stores: description of an online search methodology · Annice E Kim · 2015 · 43 citations · Cited by this paper
  14. Impact of various tobacco control campaign strategies on self-referrals to a cessation support quitline, including among high prevalence communities: 2018–2023 · 2026 · Related
  15. Sociodemographic disparities in e-cigarette retail environment: Vape stores and census tract characteristics in Orange County, CA · Georgiana Bostean · 2018 · 35 citations · Cited by this paper
  16. Modelling the potential impact of a flavour ban on smoking and vaping prevalence in South Korea · 2026 · Related
  17. Trends in the Number and Type of Tobacco Product Retailers, United States, 2000–2017 · Shelley Diane Golden · 2021 · 35 citations · Cited by this paper
  18. Chambers of secrets: how the US Chamber of Commerce advances tobacco industry agendas · 2026 · Related
  19. Sociodemographic Disparities in Tobacco Retailer Density in the United States, 2000–2017 · Sarah D. Mills · 2022 · 35 citations · Cited by this paper
  20. Using standalone pharmacies to reduce tobacco retailer availability: neighbourhood associations and two competing policy options in four US states · 2026 · Related
  21. Census tract correlates of vape shop locations in New Jersey · Daniel P Giovenco · 2016 · 34 citations · Cited by this paper
  22. Neighbourhood inequities in the availability of retailers selling tobacco products: a systematic review · Amanda Y. Kong · 2024 · 34 citations · Cited by this paper
  23. Using Wi-Fi probe requests from mobile phones to quantify the impact of pedestrian flows on retail turnover · Terje Trasberg · 2021 · 33 citations · Cited by this paper
  24. Identification of Vape Shops in Two North Carolina Counties: An Approach for States without Retailer Licensing · Joseph G. L. Lee · 2016 · 31 citations · Cited by this paper
  25. Flavored E-Cigarette Sales Restrictions and Young Adult Tobacco Use · Abigail S. Friedman · 2024 · 31 citations · Cited by this paper
  26. The role of alcohol outlet visits derived from mobile phone location data in enhancing domestic violence prediction at the neighborhood level · Ting Huan Chang · 2021 · 28 citations · Cited by this paper
  27. Vape shop identification, density and place characteristics in six metropolitan areas across the US · Carla J. Berg · 2020 · 25 citations · Cited by this paper
  28. Tobacco 21 Laws and Youth Tobacco Use: The Role of Policy Attributes · Abigail S. Friedman · 2023 · 25 citations · Cited by this paper
  29. Socioeconomic Disparities in Vape Shop Density and Proximity to Public Schools in the Conterminous United States, 2018 · P. Dilip Venugopal · 2020 · 24 citations · Cited by this paper
  30. Smoke Shop Misclassification May Cloud Studies on Vape Shop Density · Daniel P Giovenco · 2017 · 19 citations · Cited by this paper
  31. The Influence of Tobacco Retailer Density and Poverty on Tobacco Use in a Densely Populated Urban Environment · Shannon M. Farley · 2019 · 18 citations · Cited by this paper
  32. How Much Progress Have We Made? Trends in Disparities in Tobacco Use · John H. Kingsbury · 2020 · 18 citations · Cited by this paper
  33. Spatial Spillover Effects of State-Level Policies Banning Electronic Nicotine Delivery Systems · Tengjiao Chen · 2023 · 16 citations · Cited by this paper
  34. Evaluating the factors influencing the location strategies of specialty grocers versus traditional supermarkets in the United States · Connor W. Reed · 2023 · 15 citations · Cited by this paper
  35. School proximity and census tract correlates of e-cigarette specialty retail outlets (vape shops) in central Texas · Onyema Greg Chido‐Amajuoyi · 2020 · 13 citations · Cited by this paper
  36. How Complete Are Tobacco Sales Data? Assessing the Comprehensiveness of US Tobacco Product Retail Sales Data Through Comparisons to Excise Tax Collections · Alex C Liber · 2023 · 11 citations · Cited by this paper
  37. Tobacco use among Appalachian adolescents: An urgent need for virtual scale out of effective interventions · Kimberly A. Horn · 2022 · 9 citations · Cited by this paper
  38. Are state-level income-based disparities in adult smoking declining? · Sarah D. Mills · 2020 · 8 citations · Cited by this paper
  39. How Data Security Concerns Can Hinder Natural Experiment Research: Background and Potential Solutions · Michael F. Pesko · 2022 · 7 citations · Cited by this paper

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