IDEAS home Printed from https://ideas.repec.org/a/kap/ecopln/v57y2024i2d10.1007_s10644-024-09623-y.html
   My bibliography  Save this article

The impact of air pollution on commercial health insurance demand amidst China's green transition

Author

Listed:
  • Xiaodan Wang

    (Guangdong University of Finance & Economics)

  • Huiqing Tan

    (Guangdong University of Finance & Economics)

  • Jing Liu

    (Guangdong University of Finance & Economics)

Abstract

The increasing public concern about health impacts from air pollution has been paralleled by a growth in commercial health insurance (CHI) demand in China. This study explores the relationship between air pollution and CHI demand using Chinese provincial panel data, applying linear and nonlinear models. It finds a remarkable positive impact of air pollution on CHI demand, where an increase in lnPM2.5 per capita is linked to a proportional rise in per capita CHI premium income. This effect varies regionally, being notable in the eastern and central regions while negligible in the western region. In addition, the study identifies a nonlinear threshold effect of air pollution on CHI demand, characterized by increasing marginal efficiency and a double threshold pattern as per capita medical expenditures change.

Suggested Citation

  • Xiaodan Wang & Huiqing Tan & Jing Liu, 2024. "The impact of air pollution on commercial health insurance demand amidst China's green transition," Economic Change and Restructuring, Springer, vol. 57(2), pages 1-19, April.
    • Handle: RePEc:kap:ecopln:v:57:y:2024:i:2:d:10.1007_s10644-024-09623-y
    DOI: 10.1007/s10644-024-09623-y
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10644-024-09623-y
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10644-024-09623-y?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Cropper, M L, 1981. "Measuring the Benefits from Reduced Morbidity," American Economic Review, American Economic Association, vol. 71(2), pages 235-240, May.
    2. Tom Y Chang & Wei Huang & Yongxiang Wang, 2018. "Something in the Air: Pollution and the Demand for Health Insurance," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1609-1634.
    3. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    4. Lifei Gao & Jing Guan & Guojun Wang, 2022. "Does media-based health risk communication affect commercial health insurance demand? Evidence from China," Applied Economics, Taylor & Francis Journals, vol. 54(18), pages 2122-2134, April.
    5. Sapelli, Claudio & Vial, Bernardita, 2003. "Self-selection and moral hazard in Chilean health insurance," Journal of Health Economics, Elsevier, vol. 22(3), pages 459-476, May.
    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. Yuri Reina-Aranza, 2015. "Violencia de pareja y estado de salud de la mujer en Colombia," Documentos de Trabajo Sobre Economía Regional y Urbana 13964, Banco de la República, Economía Regional.
    2. Galama, Titus & Kapteyn, Arie, 2011. "Grossman’s missing health threshold," Journal of Health Economics, Elsevier, vol. 30(5), pages 1044-1056.
    3. Cinzia Di Novi, 2007. "An Economic Evaluation of Life-Style and Air-pollution-related Damages: Results from the BRFSS," JEPS Working Papers 07-001, JEPS.
    4. Colmer, Jonathan & Lin, Dajun & Liu, Siying & Shimshack, Jay, 2021. "Why are pollution damages lower in developed countries? Insights from high-Income, high-particulate matter Hong Kong," Journal of Health Economics, Elsevier, vol. 79(C).
    5. Manoj K. Pandey, 2013. "Elderly's Health Shocks and Household's Ex-ante Poverty in India," ASARC Working Papers 2013-01, The Australian National University, Australia South Asia Research Centre.
    6. Xavier Pautrel, 2009. "Health-enhancing activities and the environment:How competition for resources make the environmental policy beneficial," Working Papers hal-00423323, HAL.
    7. Leslie Richardson & John B. Loomis & Patricia A. Champ, 2013. "Valuing Morbidity from Wildfire Smoke Exposure: A Comparison of Revealed and Stated Preference Techniques," Land Economics, University of Wisconsin Press, vol. 89(1), pages 76-100.
    8. Zhizhong Liu & Qianying Chen & Guangyue Liu & Xu Han, 2022. "Do Deep Regional Trade Agreements Improve Residents’ Health? A Cross-Country Study," IJERPH, MDPI, vol. 19(21), pages 1-16, November.
    9. Chiara Ravetti & Yana Popp Jin & Mu Quan & Zhang Shiqiu & Timothy Swanson, 2014. "Air pollution in Urban Beijing: The role of Government-controlled information," CIES Research Paper series 27-2014, Centre for International Environmental Studies, The Graduate Institute.
    10. Goulão, Catarina & Pérez-Barahona, Agustín, 2011. "Intergenerational transmission of non-communicable chronic diseases," TSE Working Papers 11-219, Toulouse School of Economics (TSE).
    11. Wenling Liu & Ziping Xu & Tianan Yang, 2018. "Health Effects of Air Pollution in China," IJERPH, MDPI, vol. 15(7), pages 1-15, July.
    12. Gerdtham, U. -G. & Johannesson, M. & Lundberg, L. & Isacson, D., 1999. "The demand for health: results from new measures of health capital," European Journal of Political Economy, Elsevier, vol. 15(3), pages 501-521, September.
    13. Jochen Hartwig & Jan-Egbert Sturm, 2018. "Testing the Grossman model of medical spending determinants with macroeconomic panel data," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(8), pages 1067-1086, November.
    14. Christian Dustmann & Frank Windmeijer, 2000. "Wages and the demand for health - a life cycle analysis," IFS Working Papers W99/20, Institute for Fiscal Studies.
    15. Jiayu Ou & Zhiqiang Zheng & Naili Zhang, 2023. "A Study of the Effect of Trade Openness on Population Health: Empirical Evidence from China," Sustainability, MDPI, vol. 15(16), pages 1-19, August.
    16. Di Novi, Cinzia, 2013. "The indirect effect of fine particulate matter on health through individuals’ life-style," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 44(C), pages 27-36.
    17. Xavier Pautrel, 2018. "Environmental policy and health in the presence of labor market imperfections," Working Papers halshs-01879558, HAL.
    18. Xavier Pautrel, 2007. "Environmental Policy, Health and Long-Run," Energy and Environmental Modeling 2007 24000048, EcoMod.
    19. Wei Zheng & Patrick Paul Walsh, 2018. "Air pollution and health - A provincial level analysis of China," Working Papers 201819, Geary Institute, University College Dublin.
    20. Xiaocang Xu & Haoran Yang & Chang Li, 2022. "Theoretical Model and Actual Characteristics of Air Pollution Affecting Health Cost: A Review," IJERPH, MDPI, vol. 19(6), pages 1-14, 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:kap:ecopln:v:57:y:2024:i:2:d:10.1007_s10644-024-09623-y. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.