IDEAS home Printed from https://ideas.repec.org/a/pal/palcom/v10y2023i1d10.1057_s41599-023-01961-y.html
   My bibliography  Save this article

The impact of non-communicable chronic diseases on the earned income of working age Chinese residents

Author

Listed:
  • Pengju Zhao

    (Zhongyuan University of Technology)

  • Ke Li

    (Zhongyuan University of Technology)

  • Peter C. Coyte

    (University of Toronto)

Abstract

This paper used two waves (2016 and 2018) of longitudinal data from the China Families Panel Survey (CFPS) to analyze the economic impact of Non-communicable chronic diseases (NCDs) on individual earned income using propensity score matching and difference in difference (PSM-DID) methods to control for potential confounding. The occurrence of a NCDs was associated with a significant decrease in earned income by 19.2% (P = 0.002, t = 3.75). The reasons for this decrease include: a lower labour force participation rate; lower weekly hours worked; and a lower average hourly wage. After holding labour market behaviours constant, different types of NCDs have different impacts on earned income. Musculoskeletal diseases have the greatest negative impact, accounting for a 21.5% decrease in individual earned income (p

Suggested Citation

  • Pengju Zhao & Ke Li & Peter C. Coyte, 2023. "The impact of non-communicable chronic diseases on the earned income of working age Chinese residents," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-9, December.
  • Handle: RePEc:pal:palcom:v:10:y:2023:i:1:d:10.1057_s41599-023-01961-y
    DOI: 10.1057/s41599-023-01961-y
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41599-023-01961-y
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1057/s41599-023-01961-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. Elena Bastida & José A. Pagán, 2002. "The impact of diabetes on adult employment and earnings of Mexican Americans: Findings from a community based study," Health Economics, John Wiley & Sons, Ltd., vol. 11(5), pages 403-413, July.
    2. Zhang, Xiaohui & Zhao, Xueyan & Harris, Anthony, 2009. "Chronic diseases and labour force participation in Australia," Journal of Health Economics, Elsevier, vol. 28(1), pages 91-108, January.
    3. Marc Suhrcke & Dieter Urban, 2010. "Are cardiovascular diseases bad for economic growth?," Health Economics, John Wiley & Sons, Ltd., vol. 19(12), pages 1478-1496, December.
    4. Anthony Harris, 2009. "Diabetes, Cardiovascular Disease and Labour Force Participation in Australia: An Endogenous Multivariate Probit Analysis of Clinical Prevalence Data," The Economic Record, The Economic Society of Australia, vol. 85(271), pages 472-484, December.
    5. Paul Gertler & David I. Levine & Enrico Moretti, 2009. "Do microfinance programs help families insure consumption against illness?," Health Economics, John Wiley & Sons, Ltd., vol. 18(3), pages 257-273, March.
    6. Paul Gertler & Jonathan Gruber, 2002. "Insuring Consumption Against Illness," American Economic Review, American Economic Association, vol. 92(1), pages 51-70, March.
    7. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    8. Shin-Jong Lin, 2011. "Estimating the impact of diabetes on employment in Taiwan," Economics Bulletin, AccessEcon, vol. 31(4), pages 3089-3102.
    9. Ehsan Latif, 2009. "The impact of diabetes on employment in Canada," Health Economics, John Wiley & Sons, Ltd., vol. 18(5), pages 577-589, May.
    10. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    11. Abegunde, Dele Olawale & Stanciole, Anderson E., 2008. "The economic impact of chronic diseases: How do households respond to shocks? Evidence from Russia," Social Science & Medicine, Elsevier, vol. 66(11), pages 2296-2307, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hui Hu & Yuqi Zhu & Chien-Chiang Lee & Alastair M. Morrison, 2023. "The effects of foreign product demand-labor transfer nexus on human capital investment in China," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.

    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. Till Seuring & Olga Archangelidi & Marc Suhrcke, 2015. "The Economic Costs of Type 2 Diabetes: A Global Systematic Review," PharmacoEconomics, Springer, vol. 33(8), pages 811-831, August.
    2. Seuring, Till & Goryakin, Yevgeniy & Suhrcke, Marc, 2015. "The impact of diabetes on employment in Mexico," Economics & Human Biology, Elsevier, vol. 18(C), pages 85-100.
    3. Islam, Asadul & Nguyen, Chau & Smyth, Russell, 2015. "Does microfinance change informal lending in village economies? Evidence from Bangladesh," Journal of Banking & Finance, Elsevier, vol. 50(C), pages 141-156.
    4. Steven F. Koch & Evelyn Thsehla, 2022. "The impact of diabetes on labour market outcomes," Development Southern Africa, Taylor & Francis Journals, vol. 39(3), pages 424-456, May.
    5. Phuong Huu Khiem & Yu-Chen Kuo, 2022. "Health insurance reform impact on children’s educational attainment: evidence from Vietnam," Review of Economics of the Household, Springer, vol. 20(4), pages 1255-1285, December.
    6. Andrea Pufahl & Christoph R. Weiss, 2009. "Evaluating the effects of farm programmes: results from propensity score matching," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 36(1), pages 79-101, March.
    7. John Bound & Michael F. Lovenheim & Sarah Turner, 2010. "Why Have College Completion Rates Declined? An Analysis of Changing Student Preparation and Collegiate Resources," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 129-157, July.
    8. Daniel Gilligan & John Hoddinott & Alemayehu Seyoum Taffesse, 2009. "The Impact of Ethiopia's Productive Safety Net Programme and its Linkages," Journal of Development Studies, Taylor & Francis Journals, vol. 45(10), pages 1684-1706.
    9. Barbara Sianesi, 2002. "Swedish active labour market programmes in the 1990s: overall effectiveness and differential performance," IFS Working Papers W02/03, Institute for Fiscal Studies.
    10. Slottje, Daniel J. & Millimet, Daniel L. & Buchanan, Michael J., 2007. "Econometric analysis of copyrights," Journal of Econometrics, Elsevier, vol. 139(2), pages 303-317, August.
    11. Ramírez-Álvarez, Aurora Alejandra, 2019. "Land titling and its effect on the allocation of public goods: Evidence from Mexico," World Development, Elsevier, vol. 124(C), pages 1-1.
    12. Hämäläinen, Kari & Ollikainen, Virve, 2004. "Differential Effects of Active Labour Market Programmes in the Early Stages of Young People's Unemployment," Research Reports 115, VATT Institute for Economic Research.
    13. K. Sudhir & Debabrata Talukdar, 2015. "The "Peter Pan Syndrome" in Emerging Markets: The Productivity-Transparency Tradeoff in IT Adoption," Cowles Foundation Discussion Papers 1980, Cowles Foundation for Research in Economics, Yale University.
    14. Fatema, Naureen, 2019. "Can land title reduce low-intensity interhousehold conflict incidences and associated damages in eastern DRC?," World Development, Elsevier, vol. 123(C), pages 1-1.
    15. Kodjo Adandohoin & Vigninou Gammadigbe, 2022. "The revenue efficiency consequences of the announcement of a tax transition reform: The case of WAEMU countries," African Development Review, African Development Bank, vol. 34(S1), pages 195-218, July.
    16. repec:lic:licosd:15905 is not listed on IDEAS
    17. Deininger, Klaus W. & Liu, Yanyan, 2008. "Economic and Social Impacts of Self-Help Groups in India," 2008 Annual Meeting, July 27-29, 2008, Orlando, Florida 6482, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    18. Szulc, Adam, 2009. "A matching estimator of household equivalence scales," Economics Letters, Elsevier, vol. 103(2), pages 81-83, May.
    19. Kraus, Florian & Puhani, Patrick A. & Steiner, Viktor, 1997. "Employment Effects of Publicly Financed Training Programs The East German Experience," ZEW Discussion Papers 97-33, ZEW - Leibniz Centre for European Economic Research.
    20. Marco Biagetti & Sergio Scicchitano, 2016. "Are women in supervisory positions more discriminated against? A multinomial approach," Working Papers 2, Department of the Treasury, Ministry of the Economy and of Finance.
    21. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Moving the Goalposts: Addressing Limited Overlap in the Estimation of Average Treatment Effects by Changing the Estimand," NBER Technical Working Papers 0330, National Bureau of Economic Research, Inc.

    More about this item

    Statistics

    Access and download statistics

    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:pal:palcom:v:10:y:2023:i:1:d:10.1057_s41599-023-01961-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: https://www.nature.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.