Skip to main content
Top
Published in: Journal of Immigrant and Minority Health 4/2018

01-08-2018 | Original Paper

Examining the Role of Income Inequality and Neighborhood Walkability on Obesity and Physical Activity among Low-Income Hispanic Adults

Authors: Samuel D. Towne Jr., Michael L. Lopez, Yajuan Li, Matthew Lee Smith, Judith L. Warren, Alexandra E. Evans, Marcia G. Ory

Published in: Journal of Immigrant and Minority Health | Issue 4/2018

Login to get access

Abstract

Obesity is a major public health issue affecting rising medical costs and contributing to morbidity and premature mortality. We aimed to identify factors that may play a role in obesity and physical activity at the individual and environmental/neighborhood levels. We analyzed data from an adult sample who were parents of students enrolled in a school-based health and wellness program. The sample was restricted to those who were Hispanic and whose children were on free/reduced lunch (n = 377). Dependent variables: body mass index (BMI); neighborhood walkability. Walk Score® was used to assess neighborhood walkability. Overall, 46% of participants were obese and 31% were overweight. The median age of respondents was 34 years, and the majority were female (88%) and married (59%). Participants who resided in a census tract with a higher relative income inequality (high, OR 2.54, 90% CI 1.154–5.601; moderate-high OR 2.527, 90% CI 1.324–4.821) and those who were unmarried (OR 1.807, 90% CI 1.119–2.917) were more likely to be obese versus normal weight. Overweight individuals that resided in areas that were walkable versus car-dependent averaged more days engaging in walking for at least 30-min (p <.05). Identifying individual and neighborhood factors associated with obesity can inform more targeted approaches to combat obesity at multiple ecological levels. The importance of understanding how neighborhood characteristics influence health-related and behavioral outcomes is further reinforced with the current findings. Identifying effective strategies to engage communities and organizations in creating, implementing, adopting, evaluating, and sustaining policy and/or environmental interventions will be needed to combat the obesity epidemic.
Literature
1.
go back to reference Committee, P.A.G.A. Physical activity guidelines advisory committee report, 2008. Washington: US Department of Health and Human Services; 2008. pp. A1–14. Committee, P.A.G.A. Physical activity guidelines advisory committee report, 2008. Washington: US Department of Health and Human Services; 2008. pp. A1–14.
2.
go back to reference National Center for Health Statistics (US). Health, United States, 2014: with special feature on adults aged 55–64, Hyattsville, MD: National Center for Health Statistics (US); 2015. National Center for Health Statistics (US). Health, United States, 2014: with special feature on adults aged 55–64, Hyattsville, MD: National Center for Health Statistics (US); 2015.
3.
go back to reference Kearns RA. Place and health: towards a reformed medical geography. Profess Geograph. 1993;45(2):p. 139–47.CrossRef Kearns RA. Place and health: towards a reformed medical geography. Profess Geograph. 1993;45(2):p. 139–47.CrossRef
5.
go back to reference Towne SD Jr, et al. Using walk score™ and neighborhood perceptions to assess walking among middle-aged and older adults. J Commun Health. 2016;41:977–88.CrossRef Towne SD Jr, et al. Using walk score and neighborhood perceptions to assess walking among middle-aged and older adults. J Commun Health. 2016;41:977–88.CrossRef
6.
7.
go back to reference Score, W., Walk score methodology. http://www. walkscore. com/professional/methodology.php. Last viewed January, 2011. 2012;10:3503. Score, W., Walk score methodology. http://​www.​ walkscore. com/professional/methodology.php. Last viewed January, 2011. 2012;10:3503.
9.
go back to reference Lochner KA, et al. Social capital and neighborhood mortality rates in Chicago. Soc Sci Med. 2003;56(8):1797–805.CrossRefPubMed Lochner KA, et al. Social capital and neighborhood mortality rates in Chicago. Soc Sci Med. 2003;56(8):1797–805.CrossRefPubMed
10.
11.
go back to reference Robert SA, Reither EN. A multilevel analysis of race, community disadvantage, and body mass index among adults in the US. Soc Sci Med. 2004;59(12):2421–34.CrossRefPubMed Robert SA, Reither EN. A multilevel analysis of race, community disadvantage, and body mass index among adults in the US. Soc Sci Med. 2004;59(12):2421–34.CrossRefPubMed
12.
go back to reference McLeroy KR, et al. An ecological perspective on health promotion programs. Health Educ Behav. 1988;15(4):351–77. McLeroy KR, et al. An ecological perspective on health promotion programs. Health Educ Behav. 1988;15(4):351–77.
13.
go back to reference Solar O, Irwin A. A conceptual framework for action on the social determinants of health. World Health Organization. 2007. p. 1–77. Solar O, Irwin A. A conceptual framework for action on the social determinants of health. World Health Organization. 2007. p. 1–77.
14.
go back to reference Marmot M, et al. Closing the gap in a generation: health equity through action on the social determinants of health. Lancet. 2008;372(9650):p. 1661–9.CrossRefPubMed Marmot M, et al. Closing the gap in a generation: health equity through action on the social determinants of health. Lancet. 2008;372(9650):p. 1661–9.CrossRefPubMed
15.
go back to reference Towne S. Differential effects of the great recession on minority populations. 2013. Towne S. Differential effects of the great recession on minority populations. 2013.
16.
go back to reference Li Y, et al. Peer effects on childhood obesity from an intervention program. Health Behav Pol Rev. 2016;3(4):323–35.CrossRef Li Y, et al. Peer effects on childhood obesity from an intervention program. Health Behav Pol Rev. 2016;3(4):323–35.CrossRef
18.
go back to reference Hollar D, et al. Effect of a two-year obesity prevention intervention on percentile changes in body mass index and academic performance in low-income elementary school children. Am J Public Health. 2010;100(4):p. 646–53.CrossRefPubMedPubMedCentral Hollar D, et al. Effect of a two-year obesity prevention intervention on percentile changes in body mass index and academic performance in low-income elementary school children. Am J Public Health. 2010;100(4):p. 646–53.CrossRefPubMedPubMedCentral
20.
go back to reference Van Cauwenberg J, et al. Environmental factors influencing older adults’ walking for transportation: a study using walk-along interviews. Int J Behav Nutr Phys Act. 2012;9(1):85.CrossRefPubMedPubMedCentral Van Cauwenberg J, et al. Environmental factors influencing older adults’ walking for transportation: a study using walk-along interviews. Int J Behav Nutr Phys Act. 2012;9(1):85.CrossRefPubMedPubMedCentral
21.
go back to reference Fan JX, Wen M, Kowaleski-Jones L. Tract-and county-level income inequality and individual risk of obesity in the United States. Soc Sci Res. 2016;55:75–82.CrossRefPubMed Fan JX, Wen M, Kowaleski-Jones L. Tract-and county-level income inequality and individual risk of obesity in the United States. Soc Sci Res. 2016;55:75–82.CrossRefPubMed
22.
go back to reference World Bank, Development Research Group. GINI index (World Bank estimate). 2015. World Bank, Development Research Group. GINI index (World Bank estimate). 2015.
23.
go back to reference Noss A. Household income: 2013. Washington: US Census Bureau, Economics and Statistics Administration, US Department of Commerce, 2014. Noss A. Household income: 2013. Washington: US Census Bureau, Economics and Statistics Administration, US Department of Commerce, 2014.
24.
go back to reference Carr LJ, Dunsiger SI, Marcus BH. Validation of walk score for estimating access to walkable amenities. Br J Sports Med. 2010;bjsports69609. Carr LJ, Dunsiger SI, Marcus BH. Validation of walk score for estimating access to walkable amenities. Br J Sports Med. 2010;bjsports69609.
25.
go back to reference Sarlio-Lähteenkorva S, Lahelma E. The association of body mass index with social and economic disadvantage in women and men. Int J Epidemiol. 1999;28(3):445–9.CrossRefPubMed Sarlio-Lähteenkorva S, Lahelma E. The association of body mass index with social and economic disadvantage in women and men. Int J Epidemiol. 1999;28(3):445–9.CrossRefPubMed
26.
go back to reference Institute S, Base SAS 9.4 Procedures guide: statistical procedures. 2014: SAS Institute. Institute S, Base SAS 9.4 Procedures guide: statistical procedures. 2014: SAS Institute.
27.
go back to reference Van Dyck D, et al. Neighborhood SES and walkability are related to physical activity behavior in Belgian adults. Prev Med. 2010;50:S74–S79.CrossRefPubMed Van Dyck D, et al. Neighborhood SES and walkability are related to physical activity behavior in Belgian adults. Prev Med. 2010;50:S74–S79.CrossRefPubMed
28.
go back to reference Thorpe Jr, RJ., et al. Race, social and environmental conditions, and health behaviors in men. Fam Commun Health. 2015;38(4):297.CrossRef Thorpe Jr, RJ., et al. Race, social and environmental conditions, and health behaviors in men. Fam Commun Health. 2015;38(4):297.CrossRef
29.
30.
go back to reference Kim D. et al. Is inequality at the heart of it? Cross-country associations of income inequality with cardiovascular diseases and risk factors. Social Sci Med 2008;66(8):1719–32.CrossRef Kim D. et al. Is inequality at the heart of it? Cross-country associations of income inequality with cardiovascular diseases and risk factors. Social Sci Med 2008;66(8):1719–32.CrossRef
32.
go back to reference Prince SA, et al. A comparison of direct versus self-report measures for assessing physical activity in adults: a systematic review. Int J Behav Nutr Phys Act. 2008;5(1):56.CrossRefPubMedPubMedCentral Prince SA, et al. A comparison of direct versus self-report measures for assessing physical activity in adults: a systematic review. Int J Behav Nutr Phys Act. 2008;5(1):56.CrossRefPubMedPubMedCentral
33.
go back to reference BRFSS, Behavioral Risk Factor Surveillance System. Behavioral Risk Factor Surveillance System Questionnaire. 2012. 2013. BRFSS, Behavioral Risk Factor Surveillance System. Behavioral Risk Factor Surveillance System Questionnaire. 2012. 2013.
35.
go back to reference Medicine, T.R.B.a.I.o., Does the built environment influence physical activity? Examining the evidence. Special Report 282. 2005: Washington. Medicine, T.R.B.a.I.o., Does the built environment influence physical activity? Examining the evidence. Special Report 282. 2005: Washington.
Metadata
Title
Examining the Role of Income Inequality and Neighborhood Walkability on Obesity and Physical Activity among Low-Income Hispanic Adults
Authors
Samuel D. Towne Jr.
Michael L. Lopez
Yajuan Li
Matthew Lee Smith
Judith L. Warren
Alexandra E. Evans
Marcia G. Ory
Publication date
01-08-2018
Publisher
Springer US
Published in
Journal of Immigrant and Minority Health / Issue 4/2018
Print ISSN: 1557-1912
Electronic ISSN: 1557-1920
DOI
https://doi.org/10.1007/s10903-017-0625-1

Other articles of this Issue 4/2018

Journal of Immigrant and Minority Health 4/2018 Go to the issue