Abstract
As a product of the intersection of China’s hukou system and population aging, over-age migrant workers (OMW) face a unique “dual identity threat”: institutional economic insecurity stemming from their migrant worker status and the risk of social isolation associated with their over-age status. According to identity-based health theory, this structural predicament should theoretically diminish their subjective well-being (SWB). However, a widespread phenomenon of “persisting” in labor rather than “exiting” persists among OMW. To uncover the actual impact of this decision, this study employs a two-way fixed effects model based on panel data from the 2011–2018 China Health and Retirement Longitudinal Study (CHARLS). The findings reveal that, contrary to the theoretical prediction of identity threat, the subjective well-being of OMW is significantly higher than that of unemployed older adults with agricultural hukou (UOAAH). Mechanism analysis identifies earned income and social participation as the core pathways mediating this positive effect. Furthermore, heterogeneity analysis demonstrates that this “happiness dividend” is substantial among low-human-capital groups but diminishes in high-human-capital groups. The theoretical contribution of this study lies in constructing an “identity threat–agential response” framework by integrating identity-based health theory and productive aging theory. We argue that the “continued labor” of OMW is not merely an economic behavior but an agential practice that counteracts structural identity threats and reconstructs well-being.
Similar content being viewed by others
Acknowledgements
Data used in this study were partly from the China Health and Retirement Longitudinal Study (CHARLS), conducted by the National School of Development of Peking University, China. This research was supported by National Social Science Foundation of China (25FZZB002).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests.
Ethical approval
This study is based on secondary data from the China Health and Retirement Longitudinal Study (CHARLS) and the China City Statistical Yearbook. The CHARLS survey was approved by the Biomedical Ethics Review Committee of Peking University (IRB00001052-11015). All procedures involving human participants were conducted in accordance with the ethical standards of the institutional research committee and with the Declaration of Helsinki. The present study uses anonymized, publicly available secondary data and does not involve direct interaction with human participants. The China City Statistical Yearbook data are publicly available aggregated statistical data published by the National Bureau of Statistics of China and contain no individual-level information. Therefore, no ethical approval was required.
Informed consent
Informed consent was obtained from all participants in the original CHARLS survey at the time of data collection. For the present study, only de-identified secondary data were used, and no additional informed consent was required. The China City Statistical Yearbook data do not involve human participants and are publicly available in aggregated form. Therefore, informed consent was not applicable.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.
About this article
Cite this article
He, L., Chen, G., Hu, H. et al. To “persist” or to “exit”? A study on the subjective well-being of over-age migrant workers in the Chinese context. Humanit Soc Sci Commun (2026). https://doi.org/10.1057/s41599-026-07564-7
Received:
Accepted:
Published:
DOI: https://doi.org/10.1057/s41599-026-07564-7


