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Socio-demographic and built environment influences on the odds of being overweight or obese: The Atlanta experience

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  • Bodea, Tudor D.
  • Garrow, Laurie A.
  • Meyer, Michael D.
  • Ross, Catherine L.

Abstract

This paper explores the association of socio-demographic and built environment characteristics on the odds of being overweight and obese using data from the Atlanta SMARTRAQ travel survey. A new methodological framework based on a multinomial logit (MNL) model and an enhanced odds ratio plot is presented. The use of an MNL model overcomes limitations of many prior studies that employ a sequence of binary logit models to examine multiple weight categories. The use of an enhanced odds ratio plot provides important information into the relative importance of socio-demographic and built environment characteristics. Several new findings for the Atlanta area result from this study. Socio-demographic variables, including age and educational attainment, exhibit a non-linear relationship with the odds of being overweight or obese. Gender, age, ethnicity, and educational attainment are strongly associated with the odds of being overweight or obese, while income and number of students between 5 and 16 years old in the household have smaller effects. Built environment characteristics such as increased net residential densities and enhanced street connectivity are associated with reductions in the odds of being overweight and/or obese. Relative to socio-demographic variables, however, such built environment characteristics have a much smaller impact on describing the odds of being overweight or obese.

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  • Bodea, Tudor D. & Garrow, Laurie A. & Meyer, Michael D. & Ross, Catherine L., 2009. "Socio-demographic and built environment influences on the odds of being overweight or obese: The Atlanta experience," Transportation Research Part A: Policy and Practice, Elsevier, vol. 43(4), pages 430-444, May.
    • Handle: RePEc:eee:transa:v:43:y:2009:i:4:p:430-444
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    1. Kim, Sungyop & Ulfarsson, Gudmundur F. & Todd Hennessy, J., 2007. "Analysis of light rail rider travel behavior: Impacts of individual, built environment, and crime characteristics on transit access," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(6), pages 511-522, July.
    2. Crossman, Ashley & Anne Sullivan, Deborah & Benin, Mary, 2006. "The family environment and American adolescents' risk of obesity as young adults," Social Science & Medicine, Elsevier, vol. 63(9), pages 2255-2267, November.
    3. Cao, Xinyu, 2006. "The Causal Relationship between the Built Environment and Personal Travel Choice: Evidence from Northern California," University of California Transportation Center, Working Papers qt07q5p340, University of California Transportation Center.
    4. Cervero, Robert & Radisch, Carolyn, 1996. "Travel choices in pedestrian versus automobile oriented neighborhoods," Transport Policy, Elsevier, vol. 3(3), pages 127-141, July.
    5. Khattak, Asad J. & Rodriguez, Daniel, 2005. "Travel behavior in neo-traditional neighborhood developments: A case study in USA," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(6), pages 481-500, July.
    6. Kingham, Simon & Ussher, Shannon, 2007. "An assessment of the benefits of the walking school bus in Christchurch, New Zealand," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(6), pages 502-510, July.
    7. Loureiro, Maria L. & Nayga, Rodolfo Jr, 2006. "Obesity, weight loss, and physician's advice," Social Science & Medicine, Elsevier, vol. 62(10), pages 2458-2468, May.
    8. McDonald, James Ted & Kennedy, Steven, 2005. "Is migration to Canada associated with unhealthy weight gain? Overweight and obesity among Canada's immigrants," Social Science & Medicine, Elsevier, vol. 61(12), pages 2469-2481, December.
    9. McMillan, Tracy E., 2007. "The relative influence of urban form on a child's travel mode to school," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(1), pages 69-79, January.
    10. Theil, Henri, 1969. "A Multinomial Extension of the Linear Logit Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 10(3), pages 251-259, October.
    11. Handy, Susan & Cao, Xinyu & Mokhtarian, Patricia L., 2005. "Correlation or causality between the built environment and travel behavior? Evidence from Northern California," University of California Transportation Center, Working Papers qt5b76c5kg, University of California Transportation Center.
    12. Shannon, Tya & Giles-Corti, Billie & Pikora, Terri & Bulsara, Max & Shilton, Trevor & Bull, Fiona, 2006. "Active commuting in a university setting: Assessing commuting habits and potential for modal change," Transport Policy, Elsevier, vol. 13(3), pages 240-253, May.
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    2. Kołodziejczak, Włodzimierz & Wysocki, Feliks, 2016. "Wielomianowa analiza logitowa w badaniach aktywności ekonomicznej ludności wiejskiej," Village and Agriculture (Wieś i Rolnictwo), Polish Academy of Sciences (IRWiR PAN), Institute of Rural and Agricultural Development, vol. 2(171).
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    Keywords

    Obesity Built environment Land use;

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