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Enhancing the Retail Food Environment Index (RFEI) with Neighborhood Commuting Patterns: A Hybrid Human−Environment Measure

Author

Listed:
  • Bailey Glover

    (Department of Geography, University of Florida, Gainesville, FL 32601, USA)

  • Liang Mao

    (Department of Geography, University of Florida, Gainesville, FL 32601, USA)

  • Yujie Hu

    (Department of Geography, University of Florida, Gainesville, FL 32601, USA)

  • Jiawen Zhang

    (Department of Geography, University of Florida, Gainesville, FL 32601, USA)

Abstract

The Retail Food Environment Index (RFEI) and its variants have been widely used in public health to measure people’s accessibility to healthy food. These indices are purely environmental as they only concern the geographic distribution of food retailers, but fail to include human factors, such as demographics, socio-economy, and mobility, which also shape the food environment. The exclusion of human factors limits the explanatory power of RFEIs in identifying neighborhoods of the greatest concern. In this study, we first proposed a hybrid approach to integrate human and environmental factors into the RFEI. We then demonstrated this approach by incorporating neighborhood commuting patterns into a traditional RFEI: we devised a multi-origin RFEI (MO_RFEI) that allows people to access food from both homes and workplaces, and further an enhanced RFEI (eRFEI) that allows people to access food with different transportation modes. We compared the traditional and proposed RFEIs in a case study of Florida, USA, and found that the eRFEI identified fewer and more clustered underserved populations, allowing policymakers to intervene more effectively. The eRFEI depicts more realistic human shopping behaviors and better represents the food environment. Our study enriches the literature by offering a new and generic approach for assimilating a neighborhood context into food environment measures.

Suggested Citation

  • Bailey Glover & Liang Mao & Yujie Hu & Jiawen Zhang, 2022. "Enhancing the Retail Food Environment Index (RFEI) with Neighborhood Commuting Patterns: A Hybrid Human−Environment Measure," IJERPH, MDPI, vol. 19(17), pages 1-15, August.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:17:p:10798-:d:901647
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    References listed on IDEAS

    as
    1. Jerry Shannon, 2016. "Beyond the Supermarket Solution: Linking Food Deserts, Neighborhood Context, and Everyday Mobility," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 106(1), pages 186-202, January.
    2. Chen, X. & Kwan, M.-P., 2015. "Contextual uncertainties, human mobility, and perceived food environment: The uncertain geographic context problem in food access research," American Journal of Public Health, American Public Health Association, vol. 105(9), pages 1734-1737.
    3. Kristen Cooksey-Stowers & Marlene B. Schwartz & Kelly D. Brownell, 2017. "Food Swamps Predict Obesity Rates Better Than Food Deserts in the United States," IJERPH, MDPI, vol. 14(11), pages 1-20, November.
    4. Hilmers, A. & Hilmers, D.C. & Dave, J., 2012. "Neighborhood disparities in access to healthy foods and their effects on environmental justice," American Journal of Public Health, American Public Health Association, vol. 102(9), pages 1644-1654.
    5. Hamid Moayyed & Bridget Kelly & Xiaoqi Feng & Victoria Flood, 2017. "Is Living near Healthier Food Stores Associated with Better Food Intake in Regional Australia?," IJERPH, MDPI, vol. 14(8), pages 1-10, August.
    6. Ting Zhang & Bo Huang, 2018. "Local Retail Food Environment and Consumption of Fruit and Vegetable among Adults in Hong Kong," IJERPH, MDPI, vol. 15(10), pages 1-15, October.
    7. Yujie Hu & Xiaopeng Li, 2021. "Modeling and Analysis of Excess Commuting with Trip Chains," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 111(6), pages 1851-1867, September.
    8. Havewala, Ferzana, 2021. "The dynamics between the food environment and residential segregation: An analysis of metropolitan areas," Food Policy, Elsevier, vol. 103(C).
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