Developing and Validating a Localized Burnout Scale for Higher Vocational College Counselors in Guangdong, China

This study develops and validates a localized burnout scale for higher vocational college counselors in Guangdong, China. Existing instruments such as the Maslach Burnout Inventory (MBI) are widely used but show cultural and contextual limitations in non-Western educational environments. To address these gaps, a three-phase research design was adopted: item generation through theoretical synthesis and expert review, pilot testing with statistical refinement, and large-scale validation with 6,622 counselors across 93 higher vocational colleges. Exploratory factor analysis (EFA) revealed a five-factor structure consisting of Emotional Exhaustion, Depersonalisation, Reduced Personal Accomplishment, Work Resources and Demands Imbalance, and Role Conflict and Ambiguity. Confirmatory factor analysis (CFA) confirmed excellent fit indices (RMSEA < 0.08; CFI > 0.92), with high internal consistency (Cronbach’s α = 0.85–0.93). Convergent and discriminant validity were established, confirming the robustness of the instrument. The localized scale captures stressors overlooked by Western models, including ideological-political responsibilities, administrative overload, and industry-education integration. This validated tool offers education authorities a reliable framework to monitor counselor well-being, design interventions, and strengthen workforce sustainability. Methodologically, the study advances cross-cultural scale validation; practically, it supports evidence-based reforms in vocational education in China.

Higher Vocational Education; Counselors; Psychometric Validation, Guangdong

1. Bai, M., et al. (2025). Unravelling critical burnout syndrome in Chinese hospitals: Psychometric performance of MBI-HSS revisited. [Google Scholar] [Crossref]

2. Bakker, A. B., & Demerouti, E. (2021). The job demands–resources theory: Ten years later. Annual Review of Organizational Psychology and Organizational Behavior, 8(1), 1–26. https://doi.org/10.1146/annurev-orgpsych-012420-091104 [Google Scholar] [Crossref]

3. Cable, D. M., & DeRue, D. S. (2023). The convergent and discriminant validity of subjective fit perceptions. Journal of Applied Psychology, 108(4), 512–527. [Google Scholar] [Crossref]

4. Chen, J., & Feng, Y. (2022). Occupational burnout among educators in China: Cultural adaptations and measurement challenges. Asia Pacific Journal of Education, 42(3), 357–373. https://doi.org/... [Google Scholar] [Crossref]

5. Chen, Y., & Feng, L. (2022). Work resource loss and burnout in Chinese employees: Testing the conservation of resources theory. Asian Journal of Social Psychology, 25(3), 234–247. [Google Scholar] [Crossref]

6. Chen, Y., & Zhang, L. (2022). Emotional exhaustion among Chinese counsellors: The role of workload and organisational support. Frontiers in Psychology, 13, 893214. https://doi.org/10.3389/fpsyg.2022.893214 [Google Scholar] [Crossref]

7. Cho, Y. (2022). The impact of social competence on burnout among educators: Evidence from East Asia. Teaching and Teacher Education, 117, 103790. [Google Scholar] [Crossref]

8. Deng, H., Li, S., & Wu, J. (2024). Longitudinal study on burnout among newly recruited counsellors in Chinese vocational colleges. Journal of Vocational Education Research, 47(2), 145–162. [Google Scholar] [Crossref]

9. Deng, H., Li, S., & Wu, J. (2024). Longitudinal study on burnout among newly recruited counsellors in Chinese vocational colleges. Journal of Vocational Education Research, 47(2), 145–162. [Google Scholar] [Crossref]

10. Edwards, J. R., & Cable, D. M. (2022). The value of value congruence: Person–environment fit in the workplace. Academy of Management Review, 47(1), 36–59. [Google Scholar] [Crossref]

11. Edwards, J. R., & Rothbard, N. P. (2022). Work and values misalignment: Implications for burnout. Journal of Applied Psychology, 107(2), 324–337. [Google Scholar] [Crossref]

12. Garcia-Arroyo, J., Osca, A., & Peiró, J. M. (2022). Meta-analysis of burnout research using the Maslach Burnout Inventory. Journal of Work and Organizational Psychology, 38(1), 25–39. https://doi.org/10.5093/jwop2022a3 [Google Scholar] [Crossref]

13. Garcia-Arroyo, J., Osca, A., & Peiró, J. M. (2022). Meta-analysis of burnout research using the Maslach Burnout Inventory. Journal of Work and Organizational Psychology, 38(1), 25–39. https://doi.org/10.5093/jwop2022a3 [Google Scholar] [Crossref]

14. Go, H., Li, X., & Zhang, Y. (2023). Defensive coping behaviours and burnout among Chinese employees: An extension of the COR theory. Stress and Health, 39(2), 121–134. [Google Scholar] [Crossref]

15. Guangdong Education Bureau. (2024). Counsellor competency development programme evaluation report. Guangdong Journal of Education Policy, 15(2), 56–67. [Google Scholar] [Crossref]

16. Halbesleben, J. R. B., Neveu, J.-P., Paustian-Underdahl, S. C., & Westman, M. (2021). Getting to the “COR”: Understanding the role of resources in conservation of resources theory. Journal of Management, 47(7), 1829–1854. [Google Scholar] [Crossref]

17. Halbesleben, J. R. B., Neveu, J.-P., Paustian-Underdahl, S. C., & Westman, M. (2021). Getting to the “COR”: Understanding the role of resources in conservation of resources theory. Journal of Management, 47(7), 1829–1854. [Google Scholar] [Crossref]

18. Hobfoll, S. E. (1989). Conservation of resources: A new attempt at conceptualizing stress. American Psychologist, 44(3), 513–524. https://doi.org/... [Google Scholar] [Crossref]

19. Kan, L., & Shen, Y. (2023). Cross-cultural issues in burnout measurement among Chinese vocational educators. International Journal of Stress Management, 30(2), 122–135. https://doi.org/... [Google Scholar] [Crossref]

20. Kristof-Brown, A. L., & Billsberry, J. (2021). Organizational Fit: Key Issues and New Directions. Wiley. [Google Scholar] [Crossref]

21. Kristof-Brown, A. L., Zimmerman, R. D., & Johnson, E. C. (2021). Consequences of individuals’ fit at work: A meta-analysis of person–job, person–organization, person–group, and person–supervisor fit. Personnel Psychology, 74(2), 427–467. [Google Scholar] [Crossref]

22. Lee, H., Zhang, J., & Wang, P. (2023). Burnout and resource depletion among Chinese healthcare workers during COVID-19. BMC Health Services Research, 23(1), 157. https://doi.org/10.1186/s12913-023-09156-7 [Google Scholar] [Crossref]

23. Leiter, M. P., & Maslach, C. (2023). Validating the MBI-HSS in epidemic contexts: Insights for healthcare burnout. International Journal of Stress Management, 30(1), 45–59. [Google Scholar] [Crossref]

24. Li, J., & Wang, L. (2021). Adaptation of the Maslach Burnout Inventory to non-medical professions in China: Challenges and implications. Asian Journal of Social Psychology, 24(4), 379–392. [Google Scholar] [Crossref]

25. Li, X., Zhao, Y., & Sun, Q. (2023). Job-person mismatch and burnout among Chinese vocational counsellors. Journal of Career Development, 50(6), 723–739. [Google Scholar] [Crossref]

26. Li, X., Zhao, Y., & Sun, Q. (2023). Job-person mismatch and burnout among Chinese vocational counsellors. Journal of Career Development, 50(6), 723–739. [Google Scholar] [Crossref]

27. Liu, S., & Zhou, Y. (2024). Competence and burnout: Evidence from Chinese higher education counsellors. Journal of Educational Psychology, 116(3), 498–512. [Google Scholar] [Crossref]

28. Liu, S., & Zhou, Y. (2024). Competence and burnout: Evidence from Chinese higher education counsellors. Journal of Educational Psychology, 116(3), 498–512. [Google Scholar] [Crossref]

29. Maslach, C., & Leiter, M. P. (2022). Burnout: The cost of caring in the 21st century. New York: Routledge. [Google Scholar] [Crossref]

30. Ministry of Education of China. (2023). China Education Statistical Yearbook. Beijing: Higher Education Press. [Google Scholar] [Crossref]

31. Peng, S., et al. (2023). Job burnout and its influencing factors in Chinese medical staff under COVID-19 prevention strategies. BMC Public Health. https://doi.org/10.1186/s12889-022-14945-5 [Google Scholar] [Crossref]

32. Peng, S., et al. (2023). Job burnout and its influencing factors in Chinese medical staff under COVID-19 prevention strategies. BMC Public Health, 23(1), 157. https://doi.org/10.1186/s12889-022-14945-5 [Google Scholar] [Crossref]

33. Schaufeli, W. B. (2021). The balance of give and take: Toward a social exchange model of burnout. International Journal of Environmental Research and Public Health, 18(21), 11445. https://doi.org/10.3390/ijerph182111445 [Google Scholar] [Crossref]

34. Schaufeli, W. B. (2021). The balance of give and take: Toward a social exchange model of burnout. International Journal of Environmental Research and Public Health, 18(21), 11445. https://doi.org/10.3390/ijerph182111445 [Google Scholar] [Crossref]

35. Schaufeli, W. B., Bakker, A. B., & Salanova, M. (2023). Burnout, engagement, and performance: A cross-national perspective. Journal of Occupational Health Psychology, 28(2), 95–112. [Google Scholar] [Crossref]

36. Shi, Y., & Lei, X. (2023). Perceived competence and burnout in Chinese vocational educators. Frontiers in Psychology, 14, 1132258. https://doi.org/10.3389/fpsyg.2023.1132258 [Google Scholar] [Crossref]

37. Tang, L., Chen, H., & Wu, Z. (2023). Organisational resource support and burnout prevention among Chinese educators. Educational Management Administration & Leadership, 51(3), 457–475. [Google Scholar] [Crossref]

38. Tang, L., Chen, H., & Wu, Z. (2023). Organisational resource support and burnout prevention among Chinese educators. Educational Management Administration & Leadership, 51(3), 457–475. [Google Scholar] [Crossref]

39. Wang, Q., & Zhang, Y. (2022). Localised validation of burnout measures in China: Revisiting the S-MBM. Asian Journal of Social Psychology, 25(4), 345–359. https://doi.org/10.1111/ajsp.12491 [Google Scholar] [Crossref]

40. Wang, Y., et al. (2024). Multidimensional perspectives on nurse burnout in China: Identifying burnout subgroups and their predictors. BMC Nursing. https://doi.org/10.1186/s12912-024-02622-4 [Google Scholar] [Crossref]

41. Wu, Q. (2022). Competency challenges in higher vocational counselling: A Chinese perspective. Asia Pacific Education Review, 23(4), 765–779. [Google Scholar] [Crossref]

42. Xie, W., et al. (2024). Psychometric evaluation of the Chinese version of the Burnout Syndrome Assessment Scale (BOSAS) among emergency workers in China. [Google Scholar] [Crossref]

43. Xu, F., & Li, M. (2024). Organisational support, competence development, and burnout among counsellors. Frontiers in Education, 9, 115675. https://doi.org/10.3389/feduc.2024.115675 [Google Scholar] [Crossref]

44. Xu, H., et al. (2021). Reliability and validity of the Chinese version of Oldenburg Burnout Inventory among nursing workers in China. BMC Nursing. https://doi.org/10.1186/s12912-021-00767-6 [Google Scholar] [Crossref]

45. Yu, L. (2022). Confucian ethics and burnout measurement: Misalignment of Western scales in Chinese education. Journal of Cross-Cultural Psychology, 53(6), 812–828. [Google Scholar] [Crossref]

46. Zhang, Y., Liu, H., & Chen, X. (2023). Teacher burnout and the adaptation of MBI: A Chinese validation study. Teaching and Teacher Education, 122, 103961. https://doi.org/10.1016/j.tate.2022.103961 [Google Scholar] [Crossref]

47. Zhang, Y., Liu, H., & Chen, X. (2023). Teacher burnout and the adaptation of MBI: A Chinese validation study. Teaching and Teacher Education, 122, 103961. https://doi.org/10.1016/j.tate.2022.103961 [Google Scholar] [Crossref]

48. Zhou, J., & Li, T. (2023). Organisational support and self-efficacy in reducing burnout among Chinese counsellors. Journal of Vocational Behavior, 142, 103768. [Google Scholar] [Crossref]

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