Skip to main content
Top
Published in: BMC Public Health 1/2011

Open Access 01-12-2011 | Research article

Individual and neighborhood-level socioeconomic characteristics in relation to smoking prevalence among black and white adults in the Southeastern United States: a cross-sectional study

Authors: Sarah S Cohen, Jennifer S Sonderman, Michael T Mumma, Lisa B Signorello, William J Blot

Published in: BMC Public Health | Issue 1/2011

Login to get access

Abstract

Background

Low individual-level socioeconomic status (SES) is associated with higher prevalence of cigarette smoking. Recent work has examined whether neighborhood-level SES may affect smoking behavior independently from individual-level measures. However, few comparisons of neighborhood-level effects on smoking by race and gender are available.

Methods

Cross-sectional data from adults age 40-79 enrolled in the Southern Community Cohort Study from 2002-2009 (19, 561 black males; 27, 412 black females; 6, 231 white males; 11, 756 white females) were used in Robust Poisson regression models to estimate prevalence ratios (PRs) and 95% confidence intervals (CI) for current smoking in relation to individual-level SES characteristics obtained via interview and neighborhood-level SES characteristics represented by demographic measures from US Census block groups matched to participant home addresses.

Results

Several neighborhood-level SES characteristics were modestly associated with increased smoking after adjustment for individual-level factors including lower percentage of adults with a college education and lower percentage of owner-occupied households among blacks but not whites; lower percentage of households with interest, dividends, or net rental income among white males; and lower percentage of employed adults among black females.

Conclusions

Lower neighborhood-level SES is associated with increased smoking suggesting that cessation programs may benefit from targeting higher-risk neighborhoods as well as individuals.
Appendix
Available only for authorised users
Literature
1.
go back to reference US Department of Health and Human Services: The health consequences of smoking: a report of the surgeon general. 2004, Atlanta: U.S. Department of Health and Human Services, Centers for Disease Control and Prevention, National Center for Chronic Disease Prevention and Health Promotion, Office on Smoking and Health US Department of Health and Human Services: The health consequences of smoking: a report of the surgeon general. 2004, Atlanta: U.S. Department of Health and Human Services, Centers for Disease Control and Prevention, National Center for Chronic Disease Prevention and Health Promotion, Office on Smoking and Health
2.
go back to reference Heyman KM, Barnes PM, Schiller JS: Early release of selected estimates based on data from the January-September 2009 National Health Interview Survey. 2010, Hyattsville, MD: National Center for Health Statistics, [http://www.cdc.gov/nchs/nhis.htm] Heyman KM, Barnes PM, Schiller JS: Early release of selected estimates based on data from the January-September 2009 National Health Interview Survey. 2010, Hyattsville, MD: National Center for Health Statistics, [http://​www.​cdc.​gov/​nchs/​nhis.​htm]
3.
go back to reference Cokkinides V, Bandi P, McMahon C, Jemal A, Glynn T, Ward E: Tobacco control in the United States--recent progress and opportunities. CA Cancer J Clin. 2009, 59 (6): 352-365. 10.3322/caac.20037.CrossRefPubMed Cokkinides V, Bandi P, McMahon C, Jemal A, Glynn T, Ward E: Tobacco control in the United States--recent progress and opportunities. CA Cancer J Clin. 2009, 59 (6): 352-365. 10.3322/caac.20037.CrossRefPubMed
4.
go back to reference Ross CE: Walking, exercising, and smoking: does neighborhood matter?. Soc Sci Med. 2000, 51 (2): 265-274. 10.1016/S0277-9536(99)00451-7.CrossRefPubMed Ross CE: Walking, exercising, and smoking: does neighborhood matter?. Soc Sci Med. 2000, 51 (2): 265-274. 10.1016/S0277-9536(99)00451-7.CrossRefPubMed
5.
go back to reference Diez Roux AV, Merkin SS, Hannan P, Jacobs DR, Kiefe CI: Area characteristics, individual-level socioeconomic indicators, and smoking in young adults: the coronary artery disease risk development in young adults study. Am J Epidemiol. 2003, 157 (4): 315-326. 10.1093/aje/kwf207.CrossRefPubMed Diez Roux AV, Merkin SS, Hannan P, Jacobs DR, Kiefe CI: Area characteristics, individual-level socioeconomic indicators, and smoking in young adults: the coronary artery disease risk development in young adults study. Am J Epidemiol. 2003, 157 (4): 315-326. 10.1093/aje/kwf207.CrossRefPubMed
6.
go back to reference Shohaimi S, Luben R, Wareham N, Day N, Bingham S, Welch A, Oakes S, Khaw KT: Residential area deprivation predicts smoking habit independently of individual educational level and occupational social class. A cross sectional study in the Norfolk cohort of the European Investigation into Cancer (EPIC-Norfolk). J Epidemiol Community Health. 2003, 57 (4): 270-276. 10.1136/jech.57.4.270.CrossRefPubMedPubMedCentral Shohaimi S, Luben R, Wareham N, Day N, Bingham S, Welch A, Oakes S, Khaw KT: Residential area deprivation predicts smoking habit independently of individual educational level and occupational social class. A cross sectional study in the Norfolk cohort of the European Investigation into Cancer (EPIC-Norfolk). J Epidemiol Community Health. 2003, 57 (4): 270-276. 10.1136/jech.57.4.270.CrossRefPubMedPubMedCentral
7.
go back to reference Tseng M, Yeatts K, Millikan R, Newman B: Area-level characteristics and smoking in women. Am J Public Health. 2001, 91 (11): 1847-1850. 10.2105/AJPH.91.11.1847.CrossRefPubMedPubMedCentral Tseng M, Yeatts K, Millikan R, Newman B: Area-level characteristics and smoking in women. Am J Public Health. 2001, 91 (11): 1847-1850. 10.2105/AJPH.91.11.1847.CrossRefPubMedPubMedCentral
8.
go back to reference Datta GD, Subramanian SV, Colditz GA, Kawachi I, Palmer JR, Rosenberg L: Individual, neighborhood, and state-level predictors of smoking among US Black women: a multilevel analysis. Soc Sci Med. 2006, 63 (4): 1034-1044. 10.1016/j.socscimed.2006.03.010.CrossRefPubMed Datta GD, Subramanian SV, Colditz GA, Kawachi I, Palmer JR, Rosenberg L: Individual, neighborhood, and state-level predictors of smoking among US Black women: a multilevel analysis. Soc Sci Med. 2006, 63 (4): 1034-1044. 10.1016/j.socscimed.2006.03.010.CrossRefPubMed
9.
go back to reference Sundquist J, Malmstrom M, Johansson SE: Cardiovascular risk factors and the neighbourhood environment: a multilevel analysis. Int J Epidemiol. 1999, 28 (5): 841-845. 10.1093/ije/28.5.841.CrossRefPubMed Sundquist J, Malmstrom M, Johansson SE: Cardiovascular risk factors and the neighbourhood environment: a multilevel analysis. Int J Epidemiol. 1999, 28 (5): 841-845. 10.1093/ije/28.5.841.CrossRefPubMed
10.
go back to reference Kandula NR, Wen M, Jacobs EA, Lauderdale DS: Association between neighborhood context and smoking prevalence among Asian Americans. Am J Public Health. 2009, 99 (5): 885-892. 10.2105/AJPH.2007.131854.CrossRefPubMedPubMedCentral Kandula NR, Wen M, Jacobs EA, Lauderdale DS: Association between neighborhood context and smoking prevalence among Asian Americans. Am J Public Health. 2009, 99 (5): 885-892. 10.2105/AJPH.2007.131854.CrossRefPubMedPubMedCentral
11.
go back to reference Adams RJ, Howard N, Tucker G, Appleton S, Taylor AW, Chittleborough C, Gill T, Ruffin RE, Wilson DH: Effects of area deprivation on health risks and outcomes: a multilevel, cross-sectional, Australian population study. International journal of public health. 2009, 54 (3): 183-192. 10.1007/s00038-009-7113-x.CrossRefPubMed Adams RJ, Howard N, Tucker G, Appleton S, Taylor AW, Chittleborough C, Gill T, Ruffin RE, Wilson DH: Effects of area deprivation on health risks and outcomes: a multilevel, cross-sectional, Australian population study. International journal of public health. 2009, 54 (3): 183-192. 10.1007/s00038-009-7113-x.CrossRefPubMed
12.
go back to reference Luke D, Esmundo E, Bloom Y: Smoke signs: patterns of tobacco billboard advertising in a metropolitan region. Tob Control. 2000, 9 (1): 16-23. 10.1136/tc.9.1.16.CrossRefPubMedPubMedCentral Luke D, Esmundo E, Bloom Y: Smoke signs: patterns of tobacco billboard advertising in a metropolitan region. Tob Control. 2000, 9 (1): 16-23. 10.1136/tc.9.1.16.CrossRefPubMedPubMedCentral
13.
go back to reference Diez-Roux AV, Nieto FJ, Muntaner C, Tyroler HA, Comstock GW, Shahar E, Cooper LS, Watson RL, Szklo M: Neighborhood environments and coronary heart disease: a multilevel analysis. Am J Epidemiol. 1997, 146 (1): 48-63.CrossRefPubMed Diez-Roux AV, Nieto FJ, Muntaner C, Tyroler HA, Comstock GW, Shahar E, Cooper LS, Watson RL, Szklo M: Neighborhood environments and coronary heart disease: a multilevel analysis. Am J Epidemiol. 1997, 146 (1): 48-63.CrossRefPubMed
14.
go back to reference Signorello LB, Hargreaves MK, Blot WJ: The Southern Community Cohort Study: investigating health disparities. J Health Care Poor Underserved. 2010, 21 (1 Suppl): 26-37.CrossRefPubMedPubMedCentral Signorello LB, Hargreaves MK, Blot WJ: The Southern Community Cohort Study: investigating health disparities. J Health Care Poor Underserved. 2010, 21 (1 Suppl): 26-37.CrossRefPubMedPubMedCentral
15.
go back to reference Signorello LB, Hargreaves MK, Steinwandel MD, Zheng W, Cai Q, Schlundt DG, Buchowski MS, Arnold CW, McLaughlin JK, Blot WJ: Southern community cohort study: establishing a cohort to investigate health disparities. J Natl Med Assoc. 2005, 97 (7): 972-979.PubMedPubMedCentral Signorello LB, Hargreaves MK, Steinwandel MD, Zheng W, Cai Q, Schlundt DG, Buchowski MS, Arnold CW, McLaughlin JK, Blot WJ: Southern community cohort study: establishing a cohort to investigate health disparities. J Natl Med Assoc. 2005, 97 (7): 972-979.PubMedPubMedCentral
16.
go back to reference Hargreaves MK, Arnold C, Blot WJ: Community health centers: their role in the treatment of minorities and in health disparities research. Multicultural Medicine and Health Disparities. Edited by: Satcher D, Pamies R. 2006, New York: McGraw-Hill, 485-494. Hargreaves MK, Arnold C, Blot WJ: Community health centers: their role in the treatment of minorities and in health disparities research. Multicultural Medicine and Health Disparities. Edited by: Satcher D, Pamies R. 2006, New York: McGraw-Hill, 485-494.
18.
go back to reference ESRI: Streetmap USA in ESRI Data & Maps [machine-readable datafiles]. 2005 ESRI: Streetmap USA in ESRI Data & Maps [machine-readable datafiles]. 2005
19.
go back to reference US Census Bureau: 2008 TIGER/Line® Shapefiles [machine-readable data files]. 2008 US Census Bureau: 2008 TIGER/Line® Shapefiles [machine-readable data files]. 2008
20.
go back to reference Census 2000 summary file 3 technical documentation prepared by the U.S. Census Bureau. 2002 Census 2000 summary file 3 technical documentation prepared by the U.S. Census Bureau. 2002
21.
go back to reference Diez-Roux AV, Kiefe CI, Jacobs DR, Haan M, Jackson SA, Nieto FJ, Paton CC, Schulz R: Area characteristics and individual-level socioeconomic position indicators in three population-based epidemiologic studies. Ann Epidemiol. 2001, 11 (6): 395-405. 10.1016/S1047-2797(01)00221-6.CrossRefPubMed Diez-Roux AV, Kiefe CI, Jacobs DR, Haan M, Jackson SA, Nieto FJ, Paton CC, Schulz R: Area characteristics and individual-level socioeconomic position indicators in three population-based epidemiologic studies. Ann Epidemiol. 2001, 11 (6): 395-405. 10.1016/S1047-2797(01)00221-6.CrossRefPubMed
22.
go back to reference Zeger SL, Liang KY: Longitudinal data analysis for discrete and continuous outcomes. Biometrics. 1986, 42 (1): 121-130. 10.2307/2531248.CrossRefPubMed Zeger SL, Liang KY: Longitudinal data analysis for discrete and continuous outcomes. Biometrics. 1986, 42 (1): 121-130. 10.2307/2531248.CrossRefPubMed
23.
go back to reference McNutt LA, Wu C, Xue X, Hafner JP: Estimating the relative risk in cohort studies and clinical trials of common outcomes. Am J Epidemiol. 2003, 157 (10): 940-943. 10.1093/aje/kwg074.CrossRefPubMed McNutt LA, Wu C, Xue X, Hafner JP: Estimating the relative risk in cohort studies and clinical trials of common outcomes. Am J Epidemiol. 2003, 157 (10): 940-943. 10.1093/aje/kwg074.CrossRefPubMed
24.
go back to reference Zou G: A modified poisson regression approach to prospective studies with binary data. Am J Epidemiol. 2004, 159 (7): 702-706. 10.1093/aje/kwh090.CrossRefPubMed Zou G: A modified poisson regression approach to prospective studies with binary data. Am J Epidemiol. 2004, 159 (7): 702-706. 10.1093/aje/kwh090.CrossRefPubMed
25.
go back to reference Spiegelman D, Hertzmark E: Easy SAS calculations for risk or prevalence ratios and differences. Am J Epidemiol. 2005, 162 (3): 199-200. 10.1093/aje/kwi188.CrossRefPubMed Spiegelman D, Hertzmark E: Easy SAS calculations for risk or prevalence ratios and differences. Am J Epidemiol. 2005, 162 (3): 199-200. 10.1093/aje/kwi188.CrossRefPubMed
26.
go back to reference Iceland J, Sharpe C, Steinmetz E: Class differences in African American residential patterns in US metropolitan areas: 1990-2000. Soc Sci Res. 2005, 34 (1): 252-266. 10.1016/j.ssresearch.2004.02.001.CrossRef Iceland J, Sharpe C, Steinmetz E: Class differences in African American residential patterns in US metropolitan areas: 1990-2000. Soc Sci Res. 2005, 34 (1): 252-266. 10.1016/j.ssresearch.2004.02.001.CrossRef
27.
go back to reference Giskes K, van Lenthe FJ, Turrell G, Brug J, Mackenbach JP: Smokers living in deprived areas are less likely to quit: a longitudinal follow-up. Tob Control. 2006, 15 (6): 485-488. 10.1136/tc.2006.015750.CrossRefPubMedPubMedCentral Giskes K, van Lenthe FJ, Turrell G, Brug J, Mackenbach JP: Smokers living in deprived areas are less likely to quit: a longitudinal follow-up. Tob Control. 2006, 15 (6): 485-488. 10.1136/tc.2006.015750.CrossRefPubMedPubMedCentral
Metadata
Title
Individual and neighborhood-level socioeconomic characteristics in relation to smoking prevalence among black and white adults in the Southeastern United States: a cross-sectional study
Authors
Sarah S Cohen
Jennifer S Sonderman
Michael T Mumma
Lisa B Signorello
William J Blot
Publication date
01-12-2011
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2011
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-11-877

Other articles of this Issue 1/2011

BMC Public Health 1/2011 Go to the issue