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

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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
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    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.
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    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.

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