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Cited by 7

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How do supervisor-student relationship affect anxiety of graduate students? ——The mediating role of research self-efficacy and the moderating role of mindset

Li, Peng, Tang, Xiaoqing, Sun, Yongjie, Huang, Songjie·2025·PLOS One
DOI 10.1371/journal.pone.0328068
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Abstract

Objective: In China, the number of graduate students continues to increase, and graduate education is developing rapidly. However, mental health issues among graduate students are widespread. Self-efficacy and mindset have been found to moderate the effect of negative life events on individuals’ anxiety and depression levels. However, few studies have extended this conclusion to postgraduate student samples. Methods: This study utilized a moderated mediation model to explore the mediating role of research self-efficacy and the moderating role of mindsets. A sample of Chinese graduate students (n = 2278) was included in the study. Results: The results indicated that the supervisor-student relationship significantly affects the anxiety level of graduate students. Satisfaction with the supervisor-student relationship was negatively associated with anxiety. Furthermore, research self-efficacy was found to significantly mediate the impact of supervisor-student relationships on anxiety. Additionally, mindset significantly moderated the association between supervisor-student relationships and both anxiety as well as research self-efficacy. For students with a growth mindset, both their research self-efficacy and anxiety levels were less influenced by the quality of the supervisor-student relationship. Conclusions: These findings highlight the critical importance of healthy supervisor-student relationships for graduate students’ anxiety and depression, and suggest that fostering a growth mindset can mitigate the negative effects of poor supervisor-student relationships on mental health. Therefore, efforts should be made to cultivate students’ growth mindsets to enhance their mental well-being. In addition, this study extends the application of self-determination theory to the field of education by verifying the mediating role of research self-efficacy.

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Cites

Research works printed but not linked: 56

  1. C Woolston, 2019, PhD students in China report misery and hope, Nature, 575, 711, 10.1038/d41586-019-03631-z · DOI
  2. W Liang, 2021, Impact of student-supervisor relationship on postgraduate students’ subjective well-being: a study based on longitudinal data in China, High Educ, 82, 273, 10.1007/s10734-020-00644-w · DOI
  3. H Ma, 2022, Case studies investigating distorted supervisor-postgraduate relationship and solutions in Chinese universities, Asia Eur J, 21, 251, 10.1007/s10308-022-00649-3 · DOI
  4. H Peng, 2015, Assessing the quality of research supervision in mainland Chinese higher education, Quality in Higher Education, 21, 89, 10.1080/13538322.2015.1049441 · DOI
  5. J Zhang, 2024, The Influence of Supervisor-Postgraduate Relationship on Master’s Students’ Research Learning Engagement-The Mediating Effect of Academic Aspiration, Behav Sci (Basel), 14, 334, 10.3390/bs14040334 · DOI
  6. Y Meng, 2017, Abusive supervision by academic supervisors and postgraduate research students’ creativity: the mediating role of leader–member exchange and intrinsic motivation, International Journal of Leadership in Education, 20, 605, 10.1080/13603124.2017.1304576 · DOI
  7. NS Bekkouche, 2021, “Simmering Pressure”: How Systemic Stress Impacts Graduate Student Mental Health, Performance Improve Qtrly, 34, 547, 10.1002/piq.21365 · DOI
  8. X Chu, 2024, Supervisor’s neuroticism and problematic Internet use among graduate students: the mediating role of supervisor-student relationship quality and the moderating role of fear of the supervisor’s negative evaluation, BMC Public Health, 24, 2238, 10.1186/s12889-024-19725-x · DOI
  9. AK Ibrahim, 2013, Socioeconomic status and the risk of depression among U.K. higher education students, Soc Psychiatry Psychiatr Epidemiol, 48, 1491, 10.1007/s00127-013-0663-5 · DOI
  10. P Gill, 2008, The student-supervisor relationship in the phD/Doctoral process, Br J Nurs, 17, 668, 10.12968/bjon.2008.17.10.29484 · DOI
  11. M Le, 2021, The impacts of supervisor – PhD student relationships on PhD students’ satisfaction: A case study of Vietnamese universities, JUTLP, 18
  12. E Simon, 2021, PhD students, significant others, and pedagogical conversations. The importance of trusting relationships for academic development, International Journal for Academic Development, 26, 279, 10.1080/1360144X.2021.1949324 · DOI
  13. KJ Bieschke, 1996, The Utility of the Research Self-Efficacy Scale, Journal of Career Assessment, 4, 59, 10.1177/106907279600400104 · DOI
  14. M Forester, 2004, Factor Structures of Three Measures of Research Self-Efficacy, Journal of Career Assessment, 12, 3, 10.1177/1069072703257719 · DOI
  15. LZ Schlosser, 2007, Dyadic perspectives on advisor-advisee relationships in counseling psychology doctoral programs, Journal of Counseling Psychology, 54, 211, 10.1037/0022-0167.54.2.211 · DOI
  16. KM Love, 2007, An investigation of early research experience and research self-efficacy, Professional Psychology: Research and Practice, 38, 314, 10.1037/0735-7028.38.3.314 · DOI
  17. EL Deci, 2017, Self-Determination Theory in Work Organizations: The State of a Science, Annu Rev Organ Psychol Organ Behav, 4, 19, 10.1146/annurev-orgpsych-032516-113108 · DOI · Paper page
  18. L Ma, 2023, Exploring the Relationship Between Supervisor Support and Anxiety of Graduate Students in China: The Mediating Role of Scientific Research Efficacy, Asia-Pacific Edu Res, 33, 321, 10.1007/s40299-023-00730-4 · DOI
  19. B Baltes, 2010, Students Research Self-Efficacy During Online Doctoral Research Courses, CIER, 3, 51, 10.19030/cier.v3i3.187 · DOI
  20. CS Dweck, 2006, Mindset: The new psychology of success
  21. C Dweck, 2017, Mindset - Updated Edition: Changing the Way You Think to Fulfil Your Potential
  22. E Rhew, 2018, The effects of a growth mindset on self-efficacy and motivation, Cogent Education, 5, 1492337, 10.1080/2331186X.2018.1492337 · DOI · Paper page
  23. B Bai, 2020, The role of growth mindset, self-efficacy and intrinsic value in self-regulated learning and English language learning achievements, Language Teaching Research, 27, 207, 10.1177/1362168820933190 · DOI
  24. HS Schroder, 2019, The Fixed Mindset of Anxiety Predicts Future Distress: A Longitudinal Study, Behav Ther, 50, 710, 10.1016/j.beth.2018.11.001 · DOI
  25. Y Yeh, 2023, Influences of growth mindset, fixed mindset, grit, and self-determination on self-efficacy in game-based creativity learning, Educational Technology & Society, 26, 62
  26. W Lin, 2022, The Roles of Transformational Leadership and Growth Mindset in Teacher Professional Development: The Mediation of Teacher Self-Efficacy, Sustainability, 14, 6489, 10.3390/su14116489 · DOI
  27. W Jiatong, 2021, Impact of Entrepreneurial Education, Mindset, and Creativity on Entrepreneurial Intention: Mediating Role of Entrepreneurial Self-Efficacy, Front Psychol, 12, 724440, 10.3389/fpsyg.2021.724440 · DOI
  28. G Niu, 2020, Cyberbullying Victimization and Adolescent Depression: The Mediating Role of Psychological Security and the Moderating Role of Growth Mindset, Int J Environ Res Public Health, 17, 4368, 10.3390/ijerph17124368 · DOI
  29. S Chang, 2024, Could a Growth Mindset Attenuate the Link Between Family Socioeconomic Status and Depressive Symptoms? Evidence from Chinese Adolescents, Psychol Res Behav Manag, 17, 3313, 10.2147/PRBM.S462230 · DOI
  30. RW Brislin, 1980, Translation and content analysis of oral and written materials, 389
  31. TA Scandura, 1992, Mentorship and career mobility: An empirical investigation, J Organ Behavior, 13, 169, 10.1002/job.4030130206 · DOI
  32. C Hu, 2014, Antidotes to dissimilar mentor–protégé dyads, Journal of Vocational Behavior, 85, 219, 10.1016/j.jvb.2014.07.002 · DOI
  33. C Gess, 2018, Research Self-Efficacy Scale
  34. AM Ali, 2021, The Depression Anxiety Stress Scale 21: Development and Validation of the Depression Anxiety Stress Scale 8-Item in Psychiatric Patients and the General Public for Easier Mental Health Measurement in a Post COVID-19 World, Int J Environ Res Public Health, 18, 10142, 10.3390/ijerph181910142 · DOI
  35. CS Dweck, 2013, Self-theories, 10.4324/9781315783048 · DOI
  36. B Midkiff, 2018, An IRT Analysis of the Growth Mindset Scale, 163
  37. JH Steiger, 1990, Structural Model Evaluation and Modification: An Interval Estimation Approach, Multivariate Behav Res, 25, 173, 10.1207/s15327906mbr2502_4 · DOI · Paper page
  38. AF Hayes, 2013, Introduction to mediation, moderation, and conditional process analysis: A regression-based approach
  39. KJ Preacher, 2004, SPSS and SAS procedures for estimating indirect effects in simple mediation models, Behav Res Methods Instrum Comput, 36, 717, 10.3758/BF03206553 · DOI · Paper page
  40. J Hu, 2023, Emotional Mechanisms in Supervisor-Student Relationship: Evidence from Machine Learning and Investigation, J Soc Comput, 4, 30, 10.23919/JSC.2023.0005 · DOI
  41. C Malone, 2018, The Relationship of Anxiety and Depression to Subjective Well-Being in a Mainland Chinese Sample, J Relig Health, 57, 266, 10.1007/s10943-017-0447-4 · DOI
  42. J Li, 2006, Respect in children across cultures, New Dir Child Adolesc Dev, 81, 10.1002/cd.177 · DOI
  43. J Li, 2007, Respect as a positive self-conscious emotion in European Americans and Chinese, 224
  44. D Renger, 2017, A Social Recognition Approach to Autonomy: The Role of Equality-Based Respect, Pers Soc Psychol Bull, 43, 479, 10.1177/0146167216688212 · DOI
  45. H Spencer-Oatey, 1997, Unequal Relationships in High and Low Power Distance Societies, Journal of Cross-Cultural Psychology, 28, 284, 10.1177/0022022197283005 · DOI · Paper page
  46. M Miller, 2013, Relationships Between Support for the Death Penalty and Cognitive Processing, Criminal Justice and Behavior, 41, 732, 10.1177/0093854813509369 · DOI
  47. A Bandura, 1999, Self-efficacy pathways to childhood depression, J Pers Soc Psychol, 76, 258, 10.1037/0022-3514.76.2.258 · DOI · Paper page
  48. BH Marcus, 1994, Self‐Efficacy, Decision‐Making, and Stages of Change: An Integrative Model of Physical Exercise1, J Applied Social Pyschol, 24, 489, 10.1111/j.1559-1816.1994.tb00595.x · DOI · Paper page
  49. BH Marcus, 1992, Motivational Readiness, Self‐Efficacy and Decision‐Making for Exercise1, J Applied Social Pyschol, 22, 3, 10.1111/j.1559-1816.1992.tb01518.x · DOI
  50. LB Limeri, 2020, Growing a growth mindset: characterizing how and why undergraduate students’ mindsets change, IJ STEM Ed, 7, 10.1186/s40594-020-00227-2 · DOI
  51. W Tao, 2022, The Influence of Growth Mindset on the Mental Health and Life Events of College Students, Front Psychol, 13, 821206, 10.3389/fpsyg.2022.821206 · DOI
  52. DS Yeager, 2022, Teacher Mindsets Help Explain Where a Growth-Mindset Intervention Does and Doesn’t Work, Psychol Sci, 33, 18, 10.1177/09567976211028984 · DOI
  53. J Song, 2020, Controllability Attribution as a Mediator in the Effect of Mindset on Achievement Goal Adoption Following Failure, Front Psychol, 10, 2943, 10.3389/fpsyg.2019.02943 · DOI
  54. MA Mitchell, 2013, A Comparison of the Cross-Sectional and Sequential Designs when Assessing Longitudinal Mediation, Multivariate Behav Res, 48, 301, 10.1080/00273171.2013.784696 · DOI
  55. G Wunsch, 2010, Do We Necessarily Need Longitudinal Data to Infer Causal Relations?, Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique, 106, 5, 10.1177/0759106309360114 · DOI
  56. A Lipp, 2023, The role of self-efficacy in specific fears, PLoS One, 18, 10.1371/journal.pone.0283660 · DOI

Metadata

Authors
Li, P., Tang, X., Sun, Y., & Huang, S.
Venue
PLOS One
Publisher
Public Library of Science (PLoS)
Published
2025-08-20
Volume
20
Issue
8
Pages
e0328068
ISSN
1932-6203
DOI
10.1371/journal.pone.0328068
Cited by
7
References
8
Language
en
Licence
creativecommons.org/licenses/by/4.0/ (vor)

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