Abstract
Within the context of labor market transformations driven by the digital economy, the protection of platform flexible employees’ rights has emerged as a critical issue requiring comprehensive analysis. While existing research predominantly focuses on the legal frameworks and institutional structures governing rights protection, there is a significant gap in understanding how perceived labor rights protection influences the job performance of platform flexible employees. Drawing on Self-Determination Theory, this study develops a moderated mediation model to examine the impact of perceived labor rights protection on the job performance of platform flexible employees. It also explores the mediating role of career resilience and the moderating effect of person–environment fit in this relationship. We conducted an empirical analysis using a sample of 521 platform flexible employees in China. The results indicate that career resilience mediates the relationship between perceived labor rights protection and job performance, while person–environment fit moderates this mechanism. This research enriches the theoretical literature on platform flexible employees’ perceptions and job performance, extends the application of SDT to platform-based flexible employment, and offers new insights for enhancing the job performance of platform flexible employees.
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References
Zhang, S., Xia, Y., Wang, H. J. & Pan, J. F. The good, the bad: How digital technology shapes welfare for formal and flexible workers?. Econ. Anal. Policy 85, 2007–2029. https://doi.org/10.1016/j.eap.2025.02.037 (2025).
You, C., Qiu, H., Pi, Z. & Yu, M. Sustainable enterprise development in the manufacturing sector: Flexible employment and innovation in China. Sustainability 15(10), 8180. https://doi.org/10.3390/su15108180 (2023).
Usman, S., Lu, C. & Gao, G. Y. Flexible job-shop scheduling with limited flexible workers using an improved multiobjective discrete teaching-learning based optimization algorithm. Optim. Eng. 25(3), 1237–1270. https://doi.org/10.1007/s11081-023-09842-8 (2024).
Ran, X. & Zhao, Y. Behind the flexibility: Insufficient occupational injury protection of gig workers in china. Front. Public Health https://doi.org/10.3389/fpubh.2023.1117180 (2023).
Wang, S., Li, L. Z. & Coutts, A. National survey of mental health and life satisfaction of gig workers: The role of loneliness and financial precarity. BMJ Open 12(12), e66389. https://doi.org/10.1136/bmjopen-2022-066389 (2022).
Wu, P. F., Zheng, R., Zhao, Y. & Li, Y. Happy riders are all alike? Ambivalent subjective experience and mental well‐being of food‐delivery platform workers in China. N. Technol. Work. Employ. 37(3), 425–444. https://doi.org/10.1111/ntwe.12243 (2022).
Xu, R. The impact of perceived labor rights protection on job performance of platform flexible workers. (Shandong University of Finance and Economics, 2024).
Mo, Y. Organizational career support, perception of social work development, and career self-management of Chinese social workers: A structural equation modeling. Int. Soc. Work 68(4), 618–634. https://doi.org/10.1177/00208728251336937 (2025).
Kritkorn, N. & Can, T. Nonstandard employment and job satisfaction across time in China: Evidence from the Chinese General Social Survey (2006–2012). Work Employ. Soc. 35(3), 411–431. https://doi.org/10.1177/0950017020926365 (2020).
Wu, Q., Zhang, H., Li, Z. & Liu, K. Labor control in the gig economy: Evidence from Uber in China. J. Ind. Relat. 61(4), 574–596. https://doi.org/10.1177/0022185619854472 (2019).
Chen, J. The legal protection for China’s flexible workers during the COVID-19 pandemic. Front. L. China 16, 79–103. https://doi.org/10.3868/s050-010-021-0005-0 (2021).
Sun, P., Chen, J. Y. & Rani, U. From flexible labour to ‘sticky labour’: A tracking study of workers in the food-delivery platform economy of China. Work Employ. Soc. 37(2), 412–431. https://doi.org/10.1177/09500170211021570 (2023).
Bunjak, A., Černe, M. & Popovič, A. Absorbed in technology but digitally overloaded: Interplay effects on gig workers’ burnout and creativity. Inf. Manag. 58(8), 103533. https://doi.org/10.1016/j.im.2021.103533 (2021).
Liu, T., Liu, Q. & Jiang, D. The influence of flexible employment on workers’ wellbeing: Evidence from Chinese general social survey. Front. Psychol. https://doi.org/10.3389/fpsyg.2022.771598 (2022).
Wu, T. J., Pan, Q. H., Zhang, K. X. & Zhang, R. X. Flexible working on employees’ quality of work life: The role of locus of control through psychological perspective. Curr. Psychol. 43(43), 33307–33322. https://doi.org/10.1007/s12144-024-06848-y (2024).
Chen, Z. Sharing employee: B2B employment model in the era of Coronavirus disease 2019 and implication for human resource management. Front. Psychol. https://doi.org/10.3389/fpsyg.2021.714704 (2021).
Zhu, J., Zhang, B. & Wang, H. The double-edged sword effects of perceived algorithmic control on platform workers’ service performance. Hum. Soc. Sci. Commun. 11(1), 316. https://doi.org/10.1057/s41599-024-02812-0 (2024).
Liang, Y., Wu, T. J. & Lin, W. P. Exploring the impact of forced teleworking on counterproductive work behavior: The role of event strength and work-family conflict. Internet Res. https://doi.org/10.1108/INTR-08-2023-0658 (2024).
Parent-Rocheleau, X. & Parker, S. K. Algorithms as work designers: How algorithmic management influences the design of jobs. Hum. Resour. Manag. Rev. 32(3), 100838. https://doi.org/10.1016/j.hrmr.2021.100838 (2022).
Duan, W., Wu, T. & Liang, Y. Are resources always beneficial? The three-way interaction between slashies’ role stress, self-efficacy and job autonomy. Asia Pac. J. Manag. https://doi.org/10.1007/s10490-025-10027-3 (2025).
Gagné, M. & Deci, E. L. Self-determination theory and work motivation. J. Organ. Behav. 26(4), 331–362. https://doi.org/10.1002/job.322 (2005).
Weinstein, N. & Ryan, R. M. A self-determination theory approach to understanding stress incursion and responses. Stress Health 27(1), 4–17. https://doi.org/10.1002/smi.1368 (2011).
Deci, E. L. & Ryan, R. M. Facilitating optimal motivation and psychological well-being across life’s domains. Can. Psychol. 49(1), 14–23. https://doi.org/10.1037/0708-5591.49.1.14 (2008).
Van den Broeck, A., Howard, J. L., Van Vaerenbergh, Y., Leroy, H. & Gagné, M. Beyond intrinsic and extrinsic motivation: A meta-analysis on self-determination theory’s multidimensional conceptualization of work motivation. Organ. Psychol. Rev. 11(3), 240–273. https://doi.org/10.1177/20413866211006173 (2021).
McMahon, M. & Abkhezr, P. Career adaptability and career resilience: A systems perspective. Int. J. Educ. Vocat. Guid. https://doi.org/10.1007/s10775-025-09739-1 (2025).
Lyons, S. T., Schweitzer, L. & Ng, E. S. W. Resilience in the modern career. Career Dev. Int. 20(4), 363–383. https://doi.org/10.1108/CDI-02-2015-0024 (2015).
Mishra, P. & McDonald, K. Career resilience: An integrated review of the empirical literature. Hum. Resour. Dev. Rev. 16(3), 207–234. https://doi.org/10.1177/1534484317719622 (2017).
Roth, G., Vansteenkiste, M. & Ryan, R. M. Integrative emotion regulation: Process and development from a self-determination theory perspective. Dev. Psychopathol. 31(3), 945–956. https://doi.org/10.1017/S0954579419000403 (2019).
Martindale, N., Wood, A. J. & Burchell, B. J. What do platform workers in the UK gig economy want?. Br. J. Ind. Relat. 62(3), 542–567. https://doi.org/10.1111/bjir.12797 (2024).
Ryan, R. M. et al. We know this much is (meta-analytically) true: A meta-review of meta-analytic findings evaluating self-determination theory. Psychol. Bull. 148(11–12), 813–842. https://doi.org/10.1037/bul0000385 (2022).
Gillison, F. B., Rouse, P., Standage, M., Sebire, S. J. & Ryan, R. M. A meta-analysis of techniques to promote motivation for health behaviour change from a self-determination theory perspective. Health Psychol. Rev. 13(1), 110–130. https://doi.org/10.1080/17437199.2018.1534071 (2018).
Vleugels, W., Verbruggen, M., De Cooman, R. & Billsberry, J. A systematic review of temporal person-environment fit research: Trends, developments, obstacles, and opportunities for future research. J. Organ. Behav. 44(2), 376–398. https://doi.org/10.1002/job.2607 (2023).
Zhou, Y. J., Lai, H. Z., Chen, X. H. & Hu, C. H. Protecting labor rights: Contract design and coordination between brand firms and suppliers. Eur. J. Oper. Res. 320(1), 69–84. https://doi.org/10.1016/j.ejor.2024.07.025 (2025).
Torm, N. & Oehme, M. Social protection and formalization in low- and middle-income countries: A scoping review of the literature. World Dev. https://doi.org/10.1016/j.worlddev.2024.106662 (2024).
Gagne, M. et al. Understanding and shaping the future of work with self-determination theory. Nat. Rev. Psychol. 1(7), 378–392. https://doi.org/10.1038/s44159-022-00056-w (2022).
Arora, R. & Rangnekar, S. Relationships between emotional stability, psychosocial mentoring support and career resilience. Eur. J. Psychol. 11(1), 16–33. https://doi.org/10.5964/ejop.v11i1.835 (2015).
Luthans, F., Norman, S. M., Avolio, B. J. & Avey, J. B. The mediating role of psychological capital in the supportive organizational climate—employee performance relationship. J. Organ. Behav. 29(2), 219–238. https://doi.org/10.1002/job.507 (2008).
Deci, E. L., Olafsen, A. H. & Ryan, R. M. Self-determination theory in work organizations: The state of a science. Annu. Rev. Organ. Psychol. Organ. Behav. 4(Volume 4, 2017), 19–43. https://doi.org/10.1146/annurev-orgpsych-032516-113108 (2017).
Zhou, Y. F., Chen, S. Z., Deng, X. J., Wang, S. H. & Shi, L. S. Self-efficacy and career resilience: The mediating role of professional identity and work passion in kindergarten teachers. J. Psychol. Afr. 33(2), 165–170. https://doi.org/10.1080/14330237.2023.2207052 (2023).
Kong, H. Y. et al. Influence of artificial intelligence (AI) perception on career resilience and informal learning. Tour. Rev. 79(1), 219–233. https://doi.org/10.1108/TR-10-2022-0521 (2024).
Teodorovicz, T., Lazzarini, S., Cabral, S. & McGahan, A. M. Investing in general human capital as a relational strategy: Evidence on flexible arrangements with contract workers. Strateg. Manage. J. 45(5), 902–938. https://doi.org/10.1002/smj.3571 (2024).
Ehrlich, S. C. & Ternes, N. C. The paradox of “non-union unions”: The risks of extending antitrust immunities without labor law’s protections. Am. Bus. Law J. 62(2), 95–115. https://doi.org/10.1111/ablj.12258 (2025).
Huang, C. L. Judges’ interpretation of laws and labor rights protection: A study of labor contract-related court decisions in China. J. Ind. Relat. 67(1), 130–164. https://doi.org/10.1177/00221856241266881 (2025).
Fang, C., Ran, Y., Huan, Z. & Zhao, X. Y. The mediating role of decent work perception in role clarity and job embeddedness among Chinese nurses: A cross-sectional study. BMC Nurs. https://doi.org/10.1186/s12912-025-02861-z (2025).
Demirarslan, E. I., Yalap, O. & Dag, M. Exploring innovation in healthcare: The mediating role of safety perception between organizational climate and innovative work behavior. Saf. Sci. https://doi.org/10.1016/j.ssci.2025.106943 (2025).
Wang, R. J. et al. Identifying the personal characteristics of decent work perception for nursing students in China using latent profile analysis. BMC Med. Educ. https://doi.org/10.1186/s12909-024-05206-7 (2024).
Ryan, R. M. The developmental line of autonomy in the etiology, dynamics, and treatment of borderline personality disorders. Dev. Psychopathol. 17(4), 987–1006. https://doi.org/10.1017/S0954579405050467 (2005).
Ye, C. Z. The new situation of Chinese labor: Changes and challenges in labor relations’-an in-depth analysis of labour relations and labour rights protection. Br. J. Ind. Relat. https://doi.org/10.1111/bjir.12870 (2024).
Lobato, J. Legal-conflict constellations. A political approach to the “labour rights-human rights” debate. Hum. Rights Law Rev. https://doi.org/10.1093/hrlr/ngae020 (2024).
Ross, B. M. & Barnes, D. M. Self-determination theory with application to employee health settings. Workplace Health Saf. 66(8), 367–372. https://doi.org/10.1177/2165079917749863 (2018).
Slutsky, J., Chin, B., Raye, J. & Creswell, J. D. Mindfulness training improves employee well-being: A randomized controlled trial. J. Occup. Health Psychol. 24(1), 139–149. https://doi.org/10.1037/ocp0000132 (2019).
van Vianen, A. Person-environment fit: A review of its basic tenets. Annu. Rev. Organ. Psychol. Organ. Behav. 5, 75–101. https://doi.org/10.1146/annurev-orgpsych-032117-104702 (2018).
Yu, K. & Davis, H. M. Autonomy’s impact on newcomer proactive behaviour and socialization: A needs-supplies fit perspective. J. Occup. Organ. Psychol. 89(1), 172–197. https://doi.org/10.1111/joop.12116 (2016).
Greguras, G. J. & Diefendorff, J. M. Different fits satisfy different needs: Linking person-environment fit to employee commitment and performance using self-determination theory. J. Appl. Psychol. 94(2), 465–477. https://doi.org/10.1037/a0014068 (2009).
Vleugels, W., De Cooman, R., Verbruggen, M. & Solinger, O. Understanding dynamic change in perceptions of person-environment fit: An exploration of competing theoretical perspectives. J. Organ. Behav. 39(9), 1066–1080. https://doi.org/10.1002/job.2294 (2018).
Chuang, A., Hsu, R. S., Wang, A. C. & Judge, T. A. Does West “fit” with East? In search of a Chinese model of person-environment fit. Acad. Manag. J. 58(2), 480–510. https://doi.org/10.5465/amj.2012.1076 (2015).
Hayes, A. F. An index and test of linear moderated mediation. Multivar. Behav. Res. 50(1), 1–22. https://doi.org/10.1080/00273171.2014.962683 (2015).
Crawford, E. R., LePine, J. A. & Rich, B. L. Linking job demands and resources to employee engagement and burnout: A theoretical extension and meta-analytic test. J. Appl. Psychol. 95(5), 834–848. https://doi.org/10.1037/a0019364 (2010).
Brislin, R.W. Translation and content analysis of oral and written materials. vol. 2 389–444 (Allyn & Bacon, 1980).
Chen, Z. X., Tsui, A. S. & Farh, J. L. Loyalty to supervisor vs. organizational commitment: Relationships to employee performance in China. J. Occup. Organ. Psychol. 75(3), 339–356. https://doi.org/10.1348/096317902320369749 (2002).
Podsakoff, P. M., Mackenzie, S. B., Lee, J. Y. & Podsakoff, N. P. Common method biases in behavioral research: A critical review of the literature and recommended remedies. J. Appl. Psychol. 88(5), 879–903. https://doi.org/10.1037/0021-9010.88.5.879 (2003).
Preacher, K. J., Zyphur, M. J. & Zhang, Z. A general multilevel SEM framework for assessing multilevel mediation. 209–233 (American Psychological Association, 2010).
Baron, R. & Kenny, D. The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. J. Pers. Soc. Psychol. 51, 1173–1182. https://doi.org/10.1037/0022-3514.51.6.1173 (1986).
Podsakoff, P. M., MacKenzie, S. B. & Podsakoff, N. P. Sources of method bias in social science research and recommendations on how to control it. Annu. Rev. Psychol. 63, 539–569. https://doi.org/10.1146/annurev-psych-120710-100452 (2012).
He, H. R., Neumark, D. & Weng, Q. Do workers value flexible jobs? A field experiment. J. Labor Econ. 39(3), 709–738. https://doi.org/10.1086/711226 (2021).
Li, D. & Schoenherr, T. The institutionalization of sharing economy platforms in China. J. Oper. Manag. 69(5), 764–793. https://doi.org/10.1002/joom.1253 (2023).
Rong, K., Li, B. Y., Peng, W., Zhou, D. & Shi, X. W. Sharing economy platforms: Creating shared value at a business ecosystem level. Technol. Forecast. Soc. Change https://doi.org/10.1016/j.techfore.2021.120804 (2021).
Acknowledgements
The authors would like to thank the article editor and reviewers for their thoughtful comments that greatly improved the paper.
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This study was supported by the Shandong Provincial Social Science Planning Project (Grant No. 25CFNJ06).
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RF: Conceptualization, Methodology, Writing—Review & Editing. DE: Formal analysis, Data Curation, Writing—Review & Editing. KY: Validation, Writing—Review & Editing. ZW: Investigation, Visualization. All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication.
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This study strictly adhered to the 1964 Declaration of Helsinki and was approved by the Ethics Committee of the School of Business Administration of Shandong University of Finance and Economics. We confirmed that all participants understand the purpose of our research and provided informed consent.
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Appendix
Appendix
Demographic variables table.
Variable name | Item | Frequency | Percentage (%) |
|---|---|---|---|
Gender | Male | 324 | 62.19 |
Female | 197 | 37.81 | |
Age | Under 20 years old | 37 | 7.11 |
20–30 years old | 211 | 40.50 | |
30–40 years old | 157 | 30.13 | |
40–50 years old | 78 | 14.97 | |
Over 50 years old | 38 | 7.29 | |
Education | Junior high school and below | 79 | 15.16 |
High school | 187 | 35.89 | |
College/vocational education | 163 | 31.29 | |
Undergraduate | 72 | 13.82 | |
Master degree or above | 20 | 3.84 | |
Total | 521 | 100.0 | |
LR scale.
LR | Items | |
|---|---|---|
Compensation and benefits | 1 | I can receive the full payment on time |
2 | I am able to receive fair compensation that reflects the work I put in | |
3 | I am able to receive social insurance and various benefits, just like traditional employees | |
4 | I can independently select my work tasks, schedule, and methods | |
Flexible employment system | 1 | Current laws can protect my various labor rights when engaging in flexible work on digital platforms |
2 | The existing policies effectively support the labor rights of workers engaged in flexible work on the platform | |
3 | When disputes or losses occur, I have adequate remedies available, and my labor rights can be protected | |
4 | The current policies and laws governing flexible employment are well-established and effectively implemented | |
Platform algorithms and management rules | 1 | The platform’s algorithm fairly assigns tasks |
2 | The platform’s algorithm for wage distribution and commission deductions is fair and reasonable | |
3 | The platform has a reasonable management system, a well-established reward and penalty framework, and a comprehensive dispute resolution mechanism | |
4 | I have signed a formal labor contract with either the platform or the labor dispatch company, clearly establishing the employment relationship | |
Job security for flexible employment | 1 | I can feel the support and protection that the platform provides me at work |
2 | I have a positive working environment | |
3 | I am able to safely engage in flexible platform work while maintaining both my physical and mental health | |
4 | My job offers excellent potential for growth, and this career path has a promising future | |
5 | I am able to receive training related to professional skills and career development |
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Xu, R., Hou, D., Sun, K. et al. The effects of perceived labor rights protection on job performance in platform flexible employees: The role of career resilience and person–environment fit. Sci Rep (2026). https://doi.org/10.1038/s41598-026-44150-y
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DOI: https://doi.org/10.1038/s41598-026-44150-y


