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持续学习有助于中国中老年人找到工作吗?一项倾向得分匹配分析。

Does continuing learning help middle-aged and elderly people find employment in China? A propensity score matching analysis.

作者信息

Tao Yuan, Ren Kexin

机构信息

College of Mathematics and Computer, Jilin Normal University, Siping, Jilin, China.

College of Physical Education, Jilin Normal University, Siping, Jilin, China.

出版信息

PLoS One. 2025 May 15;20(5):e0323743. doi: 10.1371/journal.pone.0323743. eCollection 2025.

Abstract

BACKGROUND

The global aging workforce, driven by declining fertility and increased longevity, poses challenges to socio-economic systems and highlights the need for policies addressing age-related employment barriers. This also emphasizes the potential role of continuing learning in enhancing job prospects for older adults.

METHODS

Our data were derived from waves 3-5 of the China Health and Retirement Longitudinal Survey (CHARLS), encompassing 43,357 residents aged 45 years and older. The study defines employment based on responses to work-related questions and assesses the impact of continuing education or training courses. We employed propensity score matching (PSM), controlling for 10 confounding factors, to analyze the effects of continued learning on the employment of middle-aged and older individuals.

RESULTS

Of the 43,357 samples, 68.2 percent of Chinese individuals over 45 years of age were employed, but only 1 percent of this population engaged in continuing education. Initially, whether or not to pursue further studies did not seem to affect employment among middle-aged and older individuals. However, after eliminating endogenous selection bias through PSM, we found that participation in continuing education positively impacts the employment of middle-aged and elderly people. This result was verified through multiple matching methods.

CONCLUSION

The findings underscore the importance of continuing learning in facilitating the employment prospects of middle-aged and elderly individuals.

摘要

背景

在生育率下降和寿命延长的推动下,全球劳动力老龄化给社会经济系统带来了挑战,并凸显了制定应对与年龄相关就业障碍政策的必要性。这也强调了持续学习在提升老年人就业前景方面的潜在作用。

方法

我们的数据来自中国健康与养老追踪调查(CHARLS)的第3至5轮,涵盖43357名45岁及以上的居民。该研究根据与工作相关问题的回答来定义就业情况,并评估继续教育或培训课程的影响。我们采用倾向得分匹配法(PSM),控制10个混杂因素,以分析持续学习对中年及老年个体就业的影响。

结果

在43357个样本中,45岁以上中国个体的就业率为68.2%,但该人群中只有1%参加了继续教育。最初,是否继续深造似乎并未影响中年及老年个体的就业情况。然而,通过PSM消除内生性选择偏差后,我们发现参加继续教育对中年及老年人的就业有积极影响。这一结果通过多种匹配方法得到了验证。

结论

研究结果强调了持续学习在促进中年及老年个体就业前景方面的重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1890/12080837/90e43c2d0db0/pone.0323743.g001.jpg

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本文引用的文献

1
Cognitive and Functional Improvement via Novel Skill Learning for Low-Income Minoritized Middle-Aged and Older Adults.
Prev Sci. 2023 Jul;24(5):926-935. doi: 10.1007/s11121-022-01413-0. Epub 2022 Jul 27.
2
What Role Does Geragogy Play in the Delivery of Digital Skills Programs for Middle and Older Age Adults? A Systematic Narrative Review.
J Appl Gerontol. 2022 Aug;41(8):1971-1980. doi: 10.1177/07334648221091236. Epub 2022 May 11.
3
Age and Perceived Employability as Moderators of Job Insecurity and Job Satisfaction: A Moderated Moderation Model.
Front Psychol. 2019 Apr 12;10:799. doi: 10.3389/fpsyg.2019.00799. eCollection 2019.
5
Revisiting the Link between Job Satisfaction and Life Satisfaction: The Role of Basic Psychological Needs.
Front Psychol. 2017 May 9;8:680. doi: 10.3389/fpsyg.2017.00680. eCollection 2017.
6
The relationship between sleep and work: A meta-analysis.
J Appl Psychol. 2017 Apr;102(4):682-699. doi: 10.1037/apl0000169. Epub 2016 Nov 28.
7
Towards a comprehensive public health response to population ageing.
Lancet. 2015 Feb 14;385(9968):658-661. doi: 10.1016/S0140-6736(14)61461-6. Epub 2014 Nov 6.
8
Cohort profile: the China Health and Retirement Longitudinal Study (CHARLS).
Int J Epidemiol. 2014 Feb;43(1):61-8. doi: 10.1093/ije/dys203. Epub 2012 Dec 12.
9
Unemployment and self-assessed health: evidence from panel data.
Health Econ. 2009 Feb;18(2):161-79. doi: 10.1002/hec.1361.
10
Neurocognitive functioning is associated with employment status: a quantitative review.
J Clin Exp Neuropsychol. 2003 Dec;25(8):1186-91. doi: 10.1076/jcen.25.8.1186.16723.

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