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Unraveling the Role of Objective Food Environment in Chinese Elderly’s Diet-Related Diseases Epidemic: Considering Both Healthy Food Accessibility and Diversity

Author

Listed:
  • Zhaohua Zhang

    (School of Economics, Tianjin University of Commerce, Tianjin 300134, China)

  • Yuxi Luo

    (School of Economics and Management, Guangxi Normal University, Guilin 541004, China)

  • Zhao Zhang

    (College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China)

  • Derrick Robinson

    (Aquaculture Economist, National Oceanic & Atmospheric Administration, San Diego, CA 92037, USA)

  • Xin Wang

    (School of Economics, Tianjin University of Commerce, Tianjin 300134, China)

Abstract

The essential role of the objective food environment in achieving healthy aging has been widely recognized worldwide. However, the existing empirical evidence is mostly based on Western cases, and how the objective food environment associates with health outcomes among Chinese elderly remains poorly understood. By merging nationally representative micro survey data with Baidu-based spatial data on the location of food outlets, this study develops accessibility and diversity indicators to explore the relationship between food environment and diet-related diseases among Chinese elderly and investigates how healthy lifestyles moderate this relationship. The results show that improvement in healthy food accessibility and diversity decreases both the probability and the number of diet-related diseases that the elderly suffer. Having more healthy lifestyle factors is associated with a lower risk of suffering from diet-related diseases and strengthens the negative effect of healthy food environment on suffered diet-related diseases. Heterogeneity effect analysis suggests that the relationship between objective food environment and diet-related diseases differs by city scale and income level. The findings of this study shed light on designing tailor-made policies for non-Western countries to promote healthy aging.

Suggested Citation

  • Zhaohua Zhang & Yuxi Luo & Zhao Zhang & Derrick Robinson & Xin Wang, 2022. "Unraveling the Role of Objective Food Environment in Chinese Elderly’s Diet-Related Diseases Epidemic: Considering Both Healthy Food Accessibility and Diversity," IJERPH, MDPI, vol. 19(21), pages 1-16, October.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:21:p:13924-:d:954195
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    References listed on IDEAS

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    1. Freire, Tiago & Rudkin, Simon, 2019. "Healthy food diversity and supermarket interventions: Evidence from the Seacroft Intervention Study," Food Policy, Elsevier, vol. 83(C), pages 125-138.
    2. Bridle-Fitzpatrick, Susan, 2015. "Food deserts or food swamps?: A mixed-methods study of local food environments in a Mexican city," Social Science & Medicine, Elsevier, vol. 142(C), pages 202-213.
    3. Otterbach, Steffen & Oskorouchi, Hamid Reza & Rogan, Michael & Qaim, Matin, 2021. "Using Google data to measure the role of Big Food and fast food in South Africa’s obesity epidemic," World Development, Elsevier, vol. 140(C).
    4. Belaïd, Fateh & Roubaud, David & Galariotis, Emilios, 2019. "Features of residential energy consumption: Evidence from France using an innovative multilevel modelling approach," Energy Policy, Elsevier, vol. 125(C), pages 277-285.
    5. Anthony Winson, 2004. "Bringing political economy into the debate on the obesity epidemic," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 21(4), pages 299-312, January.
    6. Amin, Modhurima Dey & Badruddoza, Syed & McCluskey, Jill J., 2021. "Predicting access to healthful food retailers with machine learning," Food Policy, Elsevier, vol. 99(C).
    7. Rebecca Pradeilles & Ana Irache & Milkah Wanjohi & Michelle Holdsworth & Amos Laar & Francis Zotor & Akua Tandoh & Senam Klomegah & Fiona Graham & Stella Muthuri & Elizabeth Kimani-Murage & Nathaniel , 2021. "Urban physical food environments drive dietary behaviours in Ghana and Kenya: a photovoice study," Post-Print hal-03360804, HAL.
    8. Laar, Amos & Barnes, Amy & Aryeetey, Richmond & Tandoh, Akua & Bash, Kristin & Mensah, Kobby & Zotor, Francis & Vandevijvere, Stefanie & Holdsworth, Michelle, 2020. "Implementation of healthy food environment policies to prevent nutrition-related non-communicable diseases in Ghana: National experts’ assessment of government action," Food Policy, Elsevier, vol. 93(C).
    Full references (including those not matched with items on IDEAS)

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