IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v19y2022i21p13924-d954195.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/19/21/13924/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/19/21/13924/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    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. 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).
    3. 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.
    4. 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.
    5. Amin, Modhurima Dey & Badruddoza, Syed & McCluskey, Jill J., 2021. "Predicting access to healthful food retailers with machine learning," Food Policy, Elsevier, vol. 99(C).
    6. 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.
    7. 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).
    8. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mockshell, Jonathan & Ogutu, Sylvester O. & Álvarez, Diego & Asante-Addo, Collins & Asante, Felix A., 2022. "How healthy and food secure is the urban food environment in Ghana?," World Development Perspectives, Elsevier, vol. 26(C).
    2. Johnen, Constantin & Musshoff, Oliver & Parlasca, Martin C., 2022. "Mobile Money Adoption in Kenya: The Role of Mobile Money Agents," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322294, Agricultural and Applied Economics Association.
    3. Resce, Giuliano & Vaquero-Piñeiro, Cristina, 2022. "Predicting agri-food quality across space: A Machine Learning model for the acknowledgment of Geographical Indications," Food Policy, Elsevier, vol. 112(C).
    4. Belaïd, Fateh & Flambard, Véronique, 2023. "Boosting buildings energy efficiency: The impact of social norms and motivational feedback," Journal of Economic Behavior & Organization, Elsevier, vol. 215(C), pages 26-39.
    5. Brent Berry & Taralyn McMullen, 2008. "Visual communication to children in the supermarket context: Health protective or exploitive?," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 25(3), pages 333-348, September.
    6. Meng Yang & Feng Qiu & Juan Tu, 2022. "Premiums for Residing in Unfavorable Food Environments: Are People Rational?," IJERPH, MDPI, vol. 19(12), pages 1-14, June.
    7. Jeremy Wagner & Lucy Hinton & Cameron McCordic & Samuel Owuor & Guénola Capron & Salomón Gonzalez Arellano, 2019. "Do Urban Food Deserts Exist in the Global South? An Analysis of Nairobi and Mexico City," Sustainability, MDPI, vol. 11(7), pages 1-15, April.
    8. Ana Contreras Navarro & María-Isabel Ortega Vélez, 2019. "Obesogenic Environment Case Study from a Food and Nutrition Security Perspective: Hermosillo City," IJERPH, MDPI, vol. 16(3), pages 1-16, January.
    9. Fateh Belaïd & Christophe Rault & Camille Massié, 2022. "A life-cycle theory analysis of French household electricity demand," Journal of Evolutionary Economics, Springer, vol. 32(2), pages 501-530, April.
    10. Marina Armendariz & Carolina Pérez-Ferrer & Ana Basto-Abreu & Gina S. Lovasi & Usama Bilal & Tonatiuh Barrientos-Gutiérrez, 2022. "Changes in the Retail Food Environment in Mexican Cities and Their Association with Blood Pressure Outcomes," IJERPH, MDPI, vol. 19(3), pages 1-15, January.
    11. Tandoh, Akua & Amevinya, Gideon S. & Addo, Phyllis & Laar, Amos, 2022. "Nutrition-sensitive education and social protection policies have implications for food-based dietary guidelines for Ghana," African Journal of Food, Agriculture, Nutrition and Development (AJFAND), African Journal of Food, Agriculture, Nutrition and Development (AJFAND), vol. 22(02).
    12. Nes, Kjersti & Antonioli, Federico & Di Marcantonio, Federica & Ciaian, Pavel, 2024. "The impact of pre-empting dual food quality regulation on product reformulation and packaging," Food Policy, Elsevier, vol. 128(C).
    13. Belaïd, Fateh & Youssef, Adel Ben & Lazaric, Nathalie, 2020. "Scrutinizing the direct rebound effect for French households using quantile regression and data from an original survey," Ecological Economics, Elsevier, vol. 176(C).
    14. Fateh Belaid, 2020. "Fuel Poverty Exposure and Drivers: A Comparison of Vulnerability Landscape Between Egypt and Jordan," LIS Working papers 789, LIS Cross-National Data Center in Luxembourg.
    15. Camila Aparecida Borges & William Cabral-Miranda & Patricia Constante Jaime, 2018. "Urban Food Sources and the Challenges of Food Availability According to the Brazilian Dietary Guidelines Recommendations," Sustainability, MDPI, vol. 10(12), pages 1-12, December.
    16. Salome Bakaloglou & Fateh Belaid, 2022. "The Role of Uncertainty in Shaping Individual Preferences for Residential Energy Renovation Decisions," The Energy Journal, , vol. 43(4), pages 127-158, May.
    17. repec:ags:aaea22:335799 is not listed on IDEAS
    18. Do Nascimento Miguel, Jérémy, 2024. "Returns to quality in rural agricultural markets: Evidence from wheat markets in Ethiopia," Journal of Development Economics, Elsevier, vol. 171(C).
    19. Fateh Belaïd & Christophe Rault & Camille Massié, 2021. "A Life-Cycle Analysis of French Household Electricity Demand," CESifo Working Paper Series 8814, CESifo.
    20. Gutiérrez, Antonio, 2022. "Movilidad urbana y datos de alta frecuencia [Urban mobility and high frequency data]," MPRA Paper 114854, University Library of Munich, Germany.
    21. Qian Wang & Deepika Koundal, 2022. "Dynamics of food nutrient loss and prediction of nutrient loss under variable temperature conditions," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(1), pages 225-235, March.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:19:y:2022:i:21:p:13924-:d:954195. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.