IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v17y2020i18p6676-d413125.html
   My bibliography  Save this article

Place Effects and Chronic Disease Rates in a Rural State: Evidence from a Triangulation of Methods

Author

Listed:
  • Mohamed Shabani Kariburyo

    (Division of Resource Economics and Management West Virginia University, Morgantown, WV 26506-6108, USA)

  • Lauri Andress

    (Health Policy, Management, and Leadership, School of Public Health West Virginia University, Morgantown, WV 26506-9190, USA)

  • Alan Collins

    (Division of Resource Economics and Management West Virginia University, Morgantown, WV 26506-6108, USA)

  • Paul Kinder

    (Division of Resource Economics and Management West Virginia University, Morgantown, WV 26506-6108, USA)

Abstract

High rates of chronic diseases and increasing nutritional polarization between different income groups in the United States are issues of concern to policymakers and public health officials. Spatial differences in access to food are mainly blamed as the cause for these nutritional inequalities. This study first detected hot and cold spots of food providers in West Virginia and then used those places in a quasi-experimental method (entropy balancing) to study the effects of those places on diabetes and obesity rates. We found that although hot spots have lower rates of chronic diseases than non-hot spots and cold spots have higher rates of chronic diseases than non-cold spots—the situation is complicated. With the findings of income induced chronic disease rates in urban areas, where most hot spots are located, there is evidence of another case for "food swamps." However, in cold spots which are located mainly in rural areas, higher rates of chronic diseases are attributed to a combination of access to food providers along with lacking the means (i.e., income for low-income households) to form healthier habits.

Suggested Citation

  • Mohamed Shabani Kariburyo & Lauri Andress & Alan Collins & Paul Kinder, 2020. "Place Effects and Chronic Disease Rates in a Rural State: Evidence from a Triangulation of Methods," IJERPH, MDPI, vol. 17(18), pages 1-19, September.
  • Handle: RePEc:gam:jijerp:v:17:y:2020:i:18:p:6676-:d:413125
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/17/18/6676/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/17/18/6676/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    2. Marcus, Jan, 2013. "The Effect of Unemployment on the Mental Health of Spouses – Evidence from plant closures in Germany," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 32(3), pages 546-558.
    3. Neuenkirch, Matthias & Neumeier, Florian, 2016. "The impact of US sanctions on poverty," Journal of Development Economics, Elsevier, vol. 121(C), pages 110-119.
    4. Phillips, Aryn Z. & Rodriguez, Hector P., 2020. "U.S. county “food swamp” severity and hospitalization rates among adults with diabetes: A nonlinear relationship," Social Science & Medicine, Elsevier, vol. 249(C).
    5. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    6. Daniel S. Grossman & Brad R. Humphreys & Jane E. Ruseski, 2019. "Out of the outhouse: The impact of place‐based policies on dwelling characteristics in Appalachia," Journal of Regional Science, Wiley Blackwell, vol. 59(1), pages 5-28, January.
    7. Janet Currie & Reed Walker, 2011. "Traffic Congestion and Infant Health: Evidence from E-ZPass," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 65-90, January.
    8. France Caillavet & Gayaneh Kyureghian & Rodolfo M. Nayga & Coline Ferrant & Pierre Chauvin, 2015. "Does Healthy Food Access Matter in a French Urban Setting?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(5), pages 1400-1416.
    9. Hunt Allcott & Rebecca Diamond & Jean-Pierre Dubé & Jessie Handbury & Ilya Rahkovsky & Molly Schnell, 2019. "Food Deserts and the Causes of Nutritional Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 1793-1844.
    10. 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.
    11. Jessie Handbury & Ilya Rahkovsky & Molly Schnell, 2015. "Is the Focus on Food Deserts Fruitless? Retail Access and Food Purchases Across the Socioeconomic Spectrum," NBER Working Papers 21126, National Bureau of Economic Research, Inc.
    12. Chen, D. & Jaenicke, E.C. & Volpe, R.J., 2016. "Food environments and obesity: Household diet expenditure versus food deserts," American Journal of Public Health, American Public Health Association, vol. 106(5), pages 881-888.
    13. repec:hal:spmain:info:hdl:2441/19upp1b1si9uarpnvu9q0gp2mg is not listed on IDEAS
    14. Partha Deb & Carmen Vargas, 2016. "Who Benefits from Calorie Labeling? An Analysis of its Effects on Body Mass," NBER Working Papers 21992, National Bureau of Economic Research, Inc.
    15. Pedro A. Alviola & Rodolfo M. Nayga & Michael R. Thomsen & Zhongyi Wang, 2013. "Determinants of Food Deserts," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(5), pages 1259-1265.
    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. Mehmet Ugur & Eshref Trushin, 2023. "Information asymmetry, risk aversion and R&D subsidies: effect-size heterogeneity and policy conundrums," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 32(8), pages 1190-1215, November.
    2. Renata Baborska & Emilio Hernandez & Emiliano Magrini & Cristian Morales-Opazo, 2020. "The impact of financial inclusion on rural food security experience: A perspective from low-and middle-income countries," Review of Development Finance Journal, Chartered Institute of Development Finance, vol. 10(2), pages 1-18.
    3. Niranjala Hulugalla & Kyohei Yamada & Makoto Kakinaka, 2021. "Personal social capital and voluntary participation in the Village Development Programme in rural Sri Lanka," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(5), pages 803-825, July.
    4. Daniel S. Grossman & Brad R. Humphreys & Jane E. Ruseski, 2019. "Out of the outhouse: The impact of place‐based policies on dwelling characteristics in Appalachia," Journal of Regional Science, Wiley Blackwell, vol. 59(1), pages 5-28, January.
    5. Treepongkaruna, Sirimon & Kyaw, Khine & Jiraporn, Pornsit, 2022. "Shareholder litigation rights and ESG controversies: A quasi-natural experiment," International Review of Financial Analysis, Elsevier, vol. 84(C).
    6. Stefan Denzler & Jens Ruhose & Stefan C. Wolter, 2022. ""The Double Dividend of Training" - Labor Market Effects of Work-Related Continuous Education in Switzerland," CESifo Working Paper Series 10009, CESifo.
    7. Lauren Chenarides & Edward C. Jaenicke, 2019. "Documenting the Link Between Poor Food Access and Less Healthy Product Assortment Across the U.S," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 41(3), pages 434-474, September.
    8. Pochara Arayakarnkul & Pattanaporn Chatjuthamard & Sirimon Treepongkaruna, 2022. "Board gender diversity, corporate social commitment and sustainability," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 29(5), pages 1706-1721, September.
    9. Verena Lauber & Johanna Storck, 2016. "Helping with the Kids? How Family-Friendly Workplaces Affect Parental Well-Being and Behavior," Discussion Papers of DIW Berlin 1630, DIW Berlin, German Institute for Economic Research.
    10. Verena Lauber & Johanna Storck, 2016. "Helping with the Kids? How Family-Friendly Workplaces Affect Parental Well-Being and Behavior," SOEPpapers on Multidisciplinary Panel Data Research 883, DIW Berlin, The German Socio-Economic Panel (SOEP).
    11. Havewala, Ferzana, 2021. "The dynamics between the food environment and residential segregation: An analysis of metropolitan areas," Food Policy, Elsevier, vol. 103(C).
    12. Khine Kyaw & Sirimon Treepongkaruna & Pornsit Jiraporn, 2022. "Board gender diversity and environmental emissions," Business Strategy and the Environment, Wiley Blackwell, vol. 31(7), pages 2871-2881, November.
    13. Anutchanat Jaroenjitrkam & Sirimon Treepongkaruna & Pornsit Jiraporn, 2022. "Does shareholder litigation risk promote or hinder corporate social responsibility? A quasi‐natural experiment," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 29(3), pages 657-674, May.
    14. Meemken, Eva-Marie & Qaim, Matin, 2017. "Can Private Food Standards Promote Gender Equality in the Small Farm Sector?," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258088, Agricultural and Applied Economics Association.
    15. Balima, Hippolyte Weneyam, 2020. "Coups d’état and the cost of debt," Journal of Comparative Economics, Elsevier, vol. 48(3), pages 509-528.
    16. Noriko Amano, 2018. "Nutrition Inequality: The Role of Prices, Income, and Preferences," 2018 Meeting Papers 453, Society for Economic Dynamics.
    17. Hetschko, Clemens & Schöb, Ronnie & Wolf, Tobias, 2020. "Income support, employment transitions and well-being," Labour Economics, Elsevier, vol. 66(C).
    18. Hamilton, Timothy L. & Wichman, Casey J., 2018. "Bicycle infrastructure and traffic congestion: Evidence from DC's Capital Bikeshare," Journal of Environmental Economics and Management, Elsevier, vol. 87(C), pages 72-93.
    19. Michael C. Knaus, 2021. "A double machine learning approach to estimate the effects of musical practice on student’s skills," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 184(1), pages 282-300, January.
    20. Müller, Tobias & Schmid, Christian & Gerfin, Michael, 2023. "Rents for Pills: Financial incentives and physician behavior," Journal of Health Economics, Elsevier, vol. 87(C).

    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:17:y:2020:i:18:p:6676-:d:413125. 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.