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Health Impacts of the Built and Social Environments, and Travel Behavior: The Case of the Sunshine State

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  • Jina Mahmoudi

    (Maryland Transportation Institute, University of Maryland, College Park, MD 20742, USA)

  • Lei Zhang

    (Maryland Transportation Institute, University of Maryland, College Park, MD 20742, USA)

Abstract

As physical inactivity statistics for the U.S. population show an alarming trend, many health problems have been increasing among Americans in recent decades. Thus, identification of the factors that influence people’s physical activity levels and health outcomes has become ever more essential to promote public health. The built envSFironment is among the main factors that impact individuals’ health outcomes. However, little is known about the health impacts of built environment factors at large geographical scales such as those of the metropolitan area of residence. Further, the health impacts of travel behavior such as telecommuting and teleshopping remain unclear. This study uses an ecological model framework to probe the roles of travel behavior and built as well as social environments at different spatial levels in health. Instrumental variable binary probit models have been developed to examine the complex interlinks between measures of travel behavior, physical activity levels, built and social environment characteristics, and individuals’ health outcomes. Findings indicate that built and social environment factors at different spatial levels, including the metropolitan area, are correlated with individuals’ health outcomes. Additionally, the findings suggest that increased levels of telecommuting and teleshopping within communities may lead to unfavorable health outcomes. The findings shed light on the most promising policy interventions that can promote public health through modifications targeting people’s travel choices as well as the built and social environments within urban areas.

Suggested Citation

  • Jina Mahmoudi & Lei Zhang, 2022. "Health Impacts of the Built and Social Environments, and Travel Behavior: The Case of the Sunshine State," IJERPH, MDPI, vol. 19(15), pages 1-42, July.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:15:p:9102-:d:871991
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    1. Andrew J. Plantinga & Stephanie Bernell, 2007. "The Association Between Urban Sprawl And Obesity: Is It A Two‐Way Street?," Journal of Regional Science, Wiley Blackwell, vol. 47(5), pages 857-879, December.
    2. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    3. Pucher, J. & Buehler, R. & Merom, D. & Bauman, A., 2011. "Walking and cycling in the United States, 2001-2009: Evidence from the National Household Travel Surveys," American Journal of Public Health, American Public Health Association, vol. 101(SUPPL. 1), pages 310-317.
    4. Boarnet, Marlon G., 2003. "The Built Environment and Physical Activity: Empirical Methods and Data Resource," University of California Transportation Center, Working Papers qt7mj625f0, University of California Transportation Center.
    5. Ross, Catherine E., 2000. "Walking, exercising, and smoking: does neighborhood matter?," Social Science & Medicine, Elsevier, vol. 51(2), pages 265-274, July.
    6. Fernando Fonseca & Elisa Conticelli & George Papageorgiou & Paulo Ribeiro & Mona Jabbari & Simona Tondelli & Rui Ramos, 2021. "Levels and Characteristics of Utilitarian Walking in the Central Areas of the Cities of Bologna and Porto," Sustainability, MDPI, vol. 13(6), pages 1-22, March.
    7. Gatersleben, Birgitta & Appleton, Katherine M., 2007. "Contemplating cycling to work: Attitudes and perceptions in different stages of change," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(4), pages 302-312, May.
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    1. Matthias Sweet & Darren M Scott, 2024. "What might working from home mean for the geography of work and commuting in the Greater Golden Horseshoe, Canada?," Urban Studies, Urban Studies Journal Limited, vol. 61(3), pages 567-588, February.

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