Effects of neighbourhood socioeconomic status and convenience store concentration on individual level smoking
Open accessAbstract
Objectives: To assess the effects of neighbourhood level socioeconomic status (SES) and convenience store concentration on individual level smoking, after consideration of individual level characteristics. Design: Individual sociodemographic characteristics and smoking were obtained from five cross sectional surveys (1979–1990). Participants’ addresses were geocoded and linked with census data for measuring neighbourhood SES and with telephone yellow page listings for measuring convenience store concentration (density in a neighbourhood, distance between a participant’s home and the nearest convenience store, and number of convenience stores within a one mile radius of a participant’s home). The data were analysed with multilevel Poisson regression models. Setting: 82 neighbourhoods in four northern California cities. Participants: 8121 women and men aged 25–74 from the Stanford heart disease prevention programme. Main results: Lower neighbourhood SES and higher convenience store concentration, measured by density and distance, were both significantly associated with higher level of individual smoking after taking individual characteristics into account. The association between convenience store density and individual smoking was modified by individual SES and neighbourhood SES. Conclusions: These findings are consistent with a growing body of literature suggesting that the socioeconomic and physical environments of neighbourhoods are associated with individual level smoking.
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Several cross-sectional observational studies in both youth and adults have demonstrated positive associations between density of and/or distance to neighborhood tobacco retail outlets and prevalence of smoking.
“Several cross-sectional observational studies in both youth and adults have demonstrated positive associations between density of and/or distance to neighborhood tobacco retail outlets and prevalence of smoking.”
From Population Approaches to Improve Diet, Physical Activity, and Smoking Habits: A Scientific Statement From the American Heart Association (2012) · cites this paper as [379]
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Cites
Littell, R. C. (1996) · Medical Entomology and Zoology · Cited by 10,345 · see citing works
Assessing “Neighborhood Effects”: Social Processes and New Directions in Research
Sampson, R. J., Morenoff, J. D., & Gannon-Rowley, T. (2002) · Annual Review of Sociology · doi:10.1146/annurev.soc.28.110601.141114 · Cited by 3,953 · see citing works
Leventhal, T., & Brooks-Gunn, J. (2000) · Psychological Bulletin · doi:10.1037/0033-2909.126.2.309 · Cited by 3,550 · see citing works
Pickett, K. E., & Pearl, M. (2001) · Journal of Epidemiology & Community Health · doi:10.1136/jech.55.2.111 · Cited by 2,167 · see citing works
Place effects on health: how can we conceptualise, operationalise and measure them?
MacIntyre, S., Ellaway, A., & Cummins, S. (2002) · Social Science & Medicine · doi:10.1016/s0277-9536(01)00214-3 · Cited by 2,034 · see citing works
Area, Class and Health: Should we be Focusing on Places or People?
MacIntyre, S., MacIver, S., & Sooman, A. (1993) · Journal of Social Policy · doi:10.1017/s0047279400019310 · Cited by 1,066 · see citing works
SOCIOECONOMIC POSITION AND HEALTH: The Independent Contribution of Community Socioeconomic Context
Robert, S. (1999) · Annual Review of Sociology · doi:10.1146/annurev.soc.25.1.489 · Cited by 656 · see citing works
Farquhar, J. W. (1990) · JAMA · doi:10.1001/jama.1990.03450030083037 · Cited by 448 · see citing works
Walking, exercising, and smoking: does neighborhood matter?
Ross, C. E. (2000) · Social Science & Medicine · doi:10.1016/s0277-9536(99)00451-7 · Cited by 395 · see citing works
Macro-Micro Linkages in Sociology.
Halle, D., & Huber, J. (1992) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2076329 · Cited by 366 · see citing works
Cardiovascular risk factors and the neighbourhood environment: a multilevel analysis
Sundquist, J., Malmstrom, M., & Johansson, S. (1999) · International Journal of Epidemiology · doi:10.1093/ije/28.5.841 · Cited by 290 · see citing works
Smoking and deprivation: are there neighbourhood effects?
Duncan, C., Jones, K., & Moon, G. (1999) · Social Science & Medicine · doi:10.1016/s0277-9536(98)00360-8 · Cited by 271 · see citing works
Cubbin, C., Hadden, W. C., & Winkleby, M. A. (2001) · PubMed · Cited by 251 · see citing works
Self-citationReijneveld, S. A. (1998) · International Journal of Epidemiology · doi:10.1093/ije/27.1.33 · Cited by 236 · see citing works
Smoking behaviour can be predicted by neighbourhood deprivation measures.
Kleinschmidt, I., Hills, M., & Elliott, P. (1995) · Journal of Epidemiology & Community Health · doi:10.1136/jech.49.suppl_2.s72 · Cited by 219 · see citing works
Roux, A. V. D. (2003) · American Journal of Epidemiology · doi:10.1093/aje/kwf207 · Cited by 186 · see citing works
County‐Level Income Inequality and Depression among Older Americans
Muramatsu, N. (2003) · Health Services Research · doi:10.1111/j.1475-6773.2003.00206.x · Cited by 140 · see citing works
Tobacco Outlet Density and Demographics in Erie County, New York
Hyland, A. J., Travers, M. J., Cummings, K. M., et al. (2003) · American Journal of Public Health · doi:10.2105/ajph.93.7.1075 · Cited by 120 · see citing works
Reijneveld, S. A. (2002) · Journal of Epidemiology & Community Health · doi:10.1136/jech.56.12.935 · Cited by 115 · see citing works
Tobacco Industry Marketing at Point of Purchase After the 1998 MSA Billboard Advertising Ban
Wakefield, M. A., Terry‐McElrath, Y. M., Chaloupka, F. J., et al. (2002) · American Journal of Public Health · doi:10.2105/ajph.92.6.937 · Cited by 109 · see citing works
Feighery, E. C., Ribisl, K. M., Schleicher, N. C., et al. (2001) · Tobacco Control · doi:10.1136/tc.10.2.184 · Cited by 99 · see citing works
Area-Level Characteristics and Smoking in Women
Tseng, M., Yeatts, K., Millikan, R. C., & Newman, B. M. (2001) · American Journal of Public Health · doi:10.2105/ajph.91.11.1847 · Cited by 91 · see citing works
Feighery, E. C. (2020) · Carolina Digital Repository (University of North Carolina at Chapel Hill) · doi:10.17615/aak3-m053 · Cited by 4 · see citing works
Area characteristics, individual-level socioeconomic indicators, and smoking in young adults: the
Pearse, A. (1914) · Cited by 1 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- Terry-McElrath YM, Wakefield MA, Giovino GA, et al. Point-of purchases tobacco environments and variation by store type-United States, 1999. Morb Mortal Wkly Rep 2002;51:184-7.
- Zhou X-H, Perkins AJ, Hui SL. Statistical computing software reviews: comparisons of software packages for generalized linear multilevel models. American Statistician 1999;53:282-90.
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Braveman, P., & Gottlieb, L. (2014) · Public Health Reports® · doi:10.1177/00333549141291s206 · Cited by 3,861 · see citing works
The Social Determinants of Health: Coming of Age
Braveman, P., Egerter, S., & Williams, D. R. (2011) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-031210-101218 · Cited by 2,476 · see citing works
Mozaffarian, D., Afshin, A., Benowitz, N. L., Bittner, V., Daniels, S. R., Franch, H. A., Jacobs, D. R., Kraus, W. E., Kris-Etherton, P. M., Krummel, D. A., et al. (2012) · Circulation · doi:10.1161/cir.0b013e318260a20b · Cited by 601 · see citing works
Wang, M. C., Kim, S., Gonzalez, A. A., MacLeod, K. E., & Winkleby, M. A. (2007) · Journal of Epidemiology and Community Health · doi:10.1136/jech.2006.051680 · Cited by 369 · see citing works
Self-citationHenriksen, L., Feighery, E. C., Schleicher, N. C., Cowling, D. W., Kline, R. S., & Fortmann, S. P. (2008) · Preventive Medicine · doi:10.1016/j.ypmed.2008.04.008 · Cited by 299 · see citing works
Density of Tobacco Retailers Near Schools: Effects on Tobacco Use Among Students
McCarthy, W. J., Mistry, R., Lu, Y., Patel, M., Zheng, H., & Dietsch, B. (2009) · American Journal of Public Health · doi:10.2105/ajph.2008.145128 · Cited by 169 · see citing works
Pearce, J., Hiscock, R., Moon, G., & Barnett, R. (2009) · Journal of Epidemiology and Community Health · doi:10.1136/jech.2007.070656 · Cited by 96 · see citing works
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Li, W., Land, T., Zhang, Z., Keithly, L., & Kelsey, J. L. (2009) · American Journal of Public Health · doi:10.2105/ajph.2007.130112 · Cited by 67 · see citing works
- Authors
- Chuang, Y.-C., Cubbin, C., Ahn, D., & Winkleby, M. A.
- Affiliations
- Taipei Medical University (TW)
- University of California, San Francisco (US)
- Stanford Medicine (US)
- Corresponding author
- Chuang, Ying-Chih
- ORCID
- Cubbin, Catherine
- Venue
- Journal of Epidemiology and Community Health
- Publisher
- BMJ
- Published
- 2005-06-17
- Volume
- 59
- Issue
- 7
- Pages
- 568-573
- ISSN
- 0141-7681 (ISSN-L)
- 0143-005X
- 1470-2738
- PMC
- PMC1757087
- OpenAlex
- W2037647831
- Cited by
- 295
- References
- 24
- Citations by year
- 2026: 4 · 2025: 4 · 2024: 7 · 2023: 10 · 2022: 11 · 2021: 11 · 2020: 11 · 2019: 20 · 2018: 8 · 2017: 18 · 2016: 23 · 2015: 20 · 2014: 22 · 2013: 23 · 2012: 21
- FWCI
- 8.02
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Journal of Epidemiology & Community Health (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Heart, Lung, and Blood Institute (R01HL067731, R01 HL 67731)
- National Institute of Environmental Health Sciences
- Topics
- Health Sciences › Medicine › Physiology › Smoking Behavior and Cessation
- Social Sciences › Health › Health disparities and outcomes
- Social Sciences › Transportation › Urban Transport and Accessibility
- Keywords
- neighborhood socioeconomic status, tobacco use, built environment, neighborhood density, individual socioeconomic status
- MeSH terms
- Adult, Aged, California, Commerce, Cross-Sectional Studies, Female, Humans, Male, Middle Aged, Poverty Areas, Residence Characteristics, Smoking, Social Class, Socioeconomic Factors, Poisson Distribution
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