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. 2023 Mar 8;20(6):4748.
doi: 10.3390/ijerph20064748.

Labour-Market Characteristics and Self-Rated Health: Evidence from the China Health and Retirement Longitudinal Study

Yuwei Pan  1 , Hynek Pikhart  1 , Martin Bobak  1 , Jitka Pikhartova  1
Affiliations

Labour-Market Characteristics and Self-Rated Health: Evidence from the China Health and Retirement Longitudinal Study

Yuwei Pan et al. Int J Environ Res Public Health. .

Abstract

In the face of labour-force ageing, understanding labour-market characteristics and the health status of middle-aged and older workers is important for sustainable social and economic development. Self-rated health (SRH) is a widely-used instrument to detect health problems and predict mortality. This study investigated labour-market characteristics that may have an impact on the SRH among Chinese middle-aged and older workers, using data from the national baseline wave of the China Health and Retirement Longitudinal Study. The analytical sample included 3864 individuals who at the time held at least one non-agricultural job. Fourteen labour-market characteristics were clearly defined and investigated. Multiple logistic regression models of the associations of each labour-market characteristic with SRH were estimated. Seven labour-market characteristics were associated with higher odds of poor SRH when controlled for age and sex. Employment status and earned income remained significantly associated with poor SRH, when controlling for all the sociodemographic factors and health behaviours. Doing unpaid work in family businesses is associated with 2.07 (95% CI, 1.51-2.84) times probability of poor SRH, compared with employed individuals. Compared with more affluent individuals (highest quintile of earned income), people in the fourth and fifth quintiles had 1.92 (95% CI, 1.29-2.86) times and 2.72 (95% CI, 1.83-4.02) times higher chance, respectively, of poor SRH. In addition, residence type and region were important confounders. Measures improving adverse working conditions should be taken to prevent future risk of impaired health among the Chinese middle-aged and older workforce.

Keywords: China; aging; disease prevention; labour market; self-rated health.

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Conflict of interest statement

The authors declare no conflict of interest.

Figures

Figure 1
Figure 1
Flowchart of the sample-selection procedure.
See this image and copyright information in PMC

References

    1. National Bureau of Statistics: Annual data 1949–2020. [(accessed on 1 February 2022)];2022 Available online: https://data.stats.gov.cn/adv.htm?m=advquery&cn=C01.
    1. United Nations Population Division World Population Prospects 2019. 2019. [(accessed on 1 February 2022)]. Available online: https://population.un.org/wpp/Download/Standard/Population/
    1. Office of the Leading Group of the State Council for the Seventh National Population Census . China Population Census Yearbook 2020 (Book 2) China Statistics Press; Beijing, China: 2020.
    1. GBD 2019 Diseases and Injuries Collaborators Global Burden of 369 Diseases and Injuries in 204 Countries and Territories, 1990–2019: A Systematic Analysis for the Global Burden of Disease Study 2019. Lancet. 2020;396:1204–1222. doi: 10.1016/S0140-6736(20)30925-9. - DOI - PMC - PubMed
    1. World Health Organization . Global Health Estimates 2019: Disease Burden by Cause, Age, Sex, by Country and by Region, 2000–2019. WHO; Geneva, Switzerland: 2020.

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