Profiles of Academic Burnout among Chinese University Students: A Cluster Analysis Using the MBI-SS

Academic burnout has become increasingly prevalent among university students in the post-pandemic era, yet limited research has examined how burnout manifests heterogeneously within the Chinese higher-education context. This study investigates burnout profiles among 5,197 undergraduates and compares subjective well-being (SWB) across the identified profiles. Using K-means clustering on the three dimensions of the Maslach Burnout Inventory–Student Survey (exhaustion, cynicism, and efficacy), three distinct profiles emerged: Low Burnout / Low Efficacy, Moderate Burnout / Moderate Efficacy, and High Burnout / High Efficacy. ANOVA results revealed significant differences in SWB across profiles, with a clear downward trend as burnout increased. Students in the Low Burnout profile reported the highest SWB, while those in the high-burnout profile exhibited severe emotional strain despite strong Professional Efficacy. These findings highlight culturally shaped burnout patterns among Chinese students and underscore the importance of differentiated, profile-based mental-health interventions. The study contributes to a more nuanced understanding of burnout heterogeneity and offers practical implications for supporting student SWB in Chinese universities.

Academic, higher education, mental-health

1. Ahmed, S., Lee, J., & Thomas, P. (2023). Academic disengagement and emotional exhaustion in online learning environments. Journal of Educational Psychology, 115(4), 612–629. https://doi.org/10.1037/edu0000792 [Google Scholar] [Crossref]

2. Chen, J., & Hu, S. (2023). Post-pandemic shifts in academic fatigue and psychological adjustment among university students. Learning and Individual Differences, 103, 102234. https://doi.org/10.1016/j.lindif.2023.102234 [Google Scholar] [Crossref]

3. Chen, L., Wu, X., & Zhang, Y. (2024). Digital learning fatigue and burnout among undergraduate students in hybrid learning environments. Internet and Higher Education, 63, 101941. https://doi.org/10.1016/j.iheduc.2024.101941 [Google Scholar] [Crossref]

4. Diener, E., Oishi, S., & Tay, L. (2023). Advances in subjective well-being research. Annual Review of Psychology, 74, 89–112. [Google Scholar] [Crossref]

5. Fang, Q., Zhou, D., & Liang, H. (2024). Regional disparities and student mental health in Chinese higher education. Higher Education Research & Development, 43(1), 57–75. [Google Scholar] [Crossref]

6. Fong, R. W., Liu, J., & Park, S. (2023). Person-centered approaches to academic burnout: A systematic review. Educational Psychology Review, 35, 1–29. [Google Scholar] [Crossref]

7. He, X., & Liu, S. (2024). Academic efficacy and emotional strain in undergraduate learning. Studies in Higher Education, 49(2), 312–327. [Google Scholar] [Crossref]

8. Huang, L., Yang, X., & Sun, J. (2023). Achievement pressure and emotional exhaustion among Chinese undergraduates. Journal of Adolescence, 97, 112–125. [Google Scholar] [Crossref]

9. Kim, E., & Park, J. (2023). Smartphone overuse and burnout among college students. Addictive Behaviors, 140, 107627. [Google Scholar] [Crossref]

10. Kwon, M., Kim, D.-J., Cho, H., & Yang, S. (2013). The Smartphone Addiction Scale: Development and validation of a short version for adolescents. PLoS ONE, 8(12), e83558. [Google Scholar] [Crossref]

11. https://doi.org/10.1371/journal.pone.0083558 [Google Scholar] [Crossref]

12. Lee, M., Park, S., & Kim, H. (2023). High-achieving but exhausted: A profile approach to student burnout. Frontiers in Psychology, 14, 1129184. [Google Scholar] [Crossref]

13. Li, Y., & Fang, Q. (2023). Academic stress and psychological distress in Chinese universities. Asia Pacific Education Review, 24, 501–515. [Google Scholar] [Crossref]

14. Li, Y., Zhou, D., & Wu, X. (2024). Social support and subjective well-being among undergraduate students. Journal of Happiness Studies, 25(2), 689–708. [Google Scholar] [Crossref]

15. Liu, S., Wang, X., & Chen, J. (2024). Burnout trajectories during hybrid learning transitions. Educational Research Review, 39, 100528. [Google Scholar] [Crossref]

16. Martin, F., Liang, J., & Zhang, W. (2023). Online learning fatigue: A challenge in higher education. Computers & Education, 196, 104695. [Google Scholar] [Crossref]

17. Nelson, K., Prakash, S., & Wang, L. (2024). Psychological resources and well-being among university students. Journal of Youth and Adolescence, 53(1), 77–95. [Google Scholar] [Crossref]

18. Park, S., & Lee, J. (2023). Academic self-beliefs and burnout in competitive contexts. Journal of College Student Development, 64(5), 421–438. [Google Scholar] [Crossref]

19. Park, S., Kim, H., & Lee, M. (2024). Job demands–resources processes in Asian higher education. Learning and Instruction, 86, 101823. [Google Scholar] [Crossref]

20. Prakash, S., Nelson, K., & Wang, Y. (2023). Resilience, well-being, and burnout among emerging adults. Journal of Positive Psychology, 18(4), 492–507. [Google Scholar] [Crossref]

21. Salmela-Aro, K., & Upadyaya, K. (2022). School burnout and engagement profiles. Journal of School Psychology, 92, 70–85. [Google Scholar] [Crossref]

22. Su, Y., & Zhang, L. (2023). A study on psychological stress, academic burnout, and emotional regulation among college students. Advances in Psychological Science, 31(4), 644–658. [Google Scholar] [Crossref]

23. Swickert, R., Park, S., & Li, F. (2023). Validity of K-means clustering for psychological profiling. Personality and Individual Differences, 205, 112123. [Google Scholar] [Crossref]

24. Tang, W., & Liu, J. (2024). Person-centered modeling of burnout in higher education. Educational Psychology, 44(3), 267–286. [Google Scholar] [Crossref]

25. Thomas, P., & Lee, K. (2022). Student disengagement in digital learning contexts. Computers in Human Behavior, 138, 107424. [Google Scholar] [Crossref]

26. Wu, X., Li, F., & Zhou, Y. (2024). Digital learning stress and well-being in post-pandemic universities. Internet Research, 34(5), 1441–1462. [Google Scholar] [Crossref]

27. Xiong, W., Guo, L., & Zhang, S. (2023). Online fatigue and mental health among university students. Computers & Education, 194, 104687. [Google Scholar] [Crossref]

28. Xu, H., Li, J., & Fan, Z. (2023). An analysis of academic stress and psychological adaptation among college students in central China. Higher Education Research, 44(6), 102–115. [Google Scholar] [Crossref]

29. Yang, X., & Chen, L. (2024). Academic demands and emotional strain among undergraduates. Studies in Higher Education, 49(3), 512–528. [Google Scholar] [Crossref]

30. Yang, X., & Sun, J. (2024). Cultural expectations and burnout in Chinese college students. Journal of Adolescence, 98, 45–59. [Google Scholar] [Crossref]

31. Zhang, H., & Huang, J. (2023). A study on psychological burnout among college students in China under the background of academic competition. Journal of Educational Studies, 19(3), 55–67. [Google Scholar] [Crossref]

32. Zhao, L., & Li, M. (2024). Emotional exhaustion in digital learning environments. Teaching and Teacher Education, 132, 104271. [Google Scholar] [Crossref]

33. Zhou, D., Fang, Q., & Li, W. (2024). Burnout and well-being in Chinese higher education. Higher Education, 87(2), 377–395. [Google Scholar] [Crossref]

34. Zimet, G. D., Dahlem, N. W., Zimet, S. G., & Farley, G. K.(1988). The Multidimensional Scale of Perceived Social Support. Journal of Personality Assessment, 52(1), 30–41. https://doi.org/10.1207/s15327752jpa5201_2. [Google Scholar] [Crossref]

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