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Assessment of dietary patterns, physical activity and obesity from a national survey: Rural-urban health disparities in older adults

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  • Steven A Cohen
  • Mary L Greaney
  • Natalie J Sabik

Abstract

Background: Obesity is a critical public health issue, affecting over one-third of all Americans, and is an underlying cause of numerous health issues across the lifespan. For older adults, obesity is linked to premature declines in physical and mental health and cognitive functioning. The occurrence of obesity and related health behaviors and chronic diseases are higher in rural areas than in urban areas. Furthermore, rural areas of the United States have a higher proportion of older adults than urban areas. Few studies, to date, have explored rural-urban differences in the relationships between dietary patterns and obesity among older adults. Therefore, the purpose of this study is to assess rural-urban differences in obesity rates in older adults, and the potential for the associations between obesity and physical activity and dietary patterns to vary by rural-urban status. Methods: Data were abstracted from respondents aged 65 and above from the 2012 Behavioral Risk Factor Surveillance System (BRFSS) database linked to Census-based county-level information on rural-urban status and socioeconomic status. Generalized linear models were utilized to assess rural-urban disparities in obesity, and the potential for associations between obesity and known risk factors (fruit consumption, green vegetable consumption and physical activity) to vary by rural-urban status, accounting for complex sampling and confounders. Results: Obesity rates were highest and fruit consumption was lowest in the most rural areas. However, for older adults in the most urban areas, there was a significant negative association between obesity and fruit and green vegetable consumption. This association was not observed in more rural older adults. Conclusion: These findings underscore the need to take into account place-based factors such as rural-urban status, when designing and implementing policies and interventions designed to reduce obesity through risk factor mitigation in older adults. To reduce rural-urban disparities in older adults, all policies, programs, and interventions should address the unique barriers and needs specific to rural and urban older adults.

Suggested Citation

  • Steven A Cohen & Mary L Greaney & Natalie J Sabik, 2018. "Assessment of dietary patterns, physical activity and obesity from a national survey: Rural-urban health disparities in older adults," PLOS ONE, Public Library of Science, vol. 13(12), pages 1-15, December.
  • Handle: RePEc:plo:pone00:0208268
    DOI: 10.1371/journal.pone.0208268
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    References listed on IDEAS

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    1. Eberhardt, M.S. & Pamuk, E.R., 2004. "The importance of place of residence: Examining health in rural and nonrural areas," American Journal of Public Health, American Public Health Association, vol. 94(10), pages 1682-1686.
    2. Hart, L.G. & Larson, E.H. & Lishner, D.M., 2005. "Rural definitions for health policy and research," American Journal of Public Health, American Public Health Association, vol. 95(7), pages 1149-1155.
    3. Masters, R.K. & Reither, E.N. & Powers, D.A. & Yang, Y.C. & Burger, A.E. & Link, B.G., 2013. "The impact of obesity on US mortality levels: The importance of age and cohort factors in population estimates," American Journal of Public Health, American Public Health Association, vol. 103(10), pages 1895-1901.
    4. Waldorf, Brigitte S., 2006. "A Continuous Multi-dimensional Measure of Rurality: Moving Beyond Threshold Measures," 2006 Annual meeting, July 23-26, Long Beach, CA 21383, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    5. Yen, I.H. & Kaplan, G.A., 1998. "Poverty area residence and changes in physical activity level: Evidence from the Alameda County Study," American Journal of Public Health, American Public Health Association, vol. 88(11), pages 1709-1712.
    6. Cohen, Deborah A. & Finch, Brian K. & Bower, Aimee & Sastry, Narayan, 2006. "Collective efficacy and obesity: The potential influence of social factors on health," Social Science & Medicine, Elsevier, vol. 62(3), pages 769-778, February.
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    1. Yi-Hsuan Lin & Hui-Chuan Hsu & Chyi-Huey Bai & Wen-Chi Wu, 2022. "Dietary Patterns among Older People and the Associations with Social Environment and Individual Factors in Taiwan: A Multilevel Analysis," IJERPH, MDPI, vol. 19(7), pages 1-10, March.
    2. Wenwen Du & Huijun Wang & Chang Su & Xiaofang Jia & Bing Zhang, 2022. "Thirty-Year Urbanization Trajectories and Obesity in Modernizing China," IJERPH, MDPI, vol. 19(4), pages 1-11, February.

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