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Evaluating Mental Health and Wellbeing of Postgraduate Researchers: Prevalence and Contributing Factors
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Abstract
High rates of mental ill-health in postgraduate researchers (PGRs) represent a significant barrier to life satisfaction and academic success. Nevertheless, there is little knowledge about the extent and origins of mental health problems of PGRs in the UK. The current study addresses this gap by investigating the prevalence and provenance of anxiety, depression, sleep problems, subjective mental wellbeing, and suicide behaviours of PGRs in the UK. An online survey (N = 479) was used to measure the mental health outcomes and assess their relationships with demographic, trait and academic variables, policy, and social support. We found a high prevalence of mental ill-health and low levels of wellbeing in the current sample. Factors associated with poorer outcomes were female and non-binary gender, non-heterosexual identity, maladaptive perfectionism, workaholism and being in the 5 th year of study or above. Resilience, adaptive perfectionism, higher levels of social support and positive evaluations of progress and preparation, departmental climate, and supervisory relationship were associated with more positive outcomes. The current findings contribute new knowledge about the prevalence of mental health symptoms in PGRs in the UK, implying that institutional efforts to improve PGR wellbeing should include strategies to promote equality, diversity, resilience, integration, social support, and work-life balance of PGRs.
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“The authors did not use an existing standardized measure of supervisory relationship. They created a novel instrument and only seemed to distinguish between good and bad supervision.”
From The supervisory relationship as a predictor of mental health outcomes in doctoral students in the United Kingdom (2024) · cites this paper as Milicev et al., 2021
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“They found that maladaptive perfectionism and workaholism were linked to negative outcomes for mental health, whereas resilience, adaptive perfectionism, and supervisory relationship were linked to positive outcomes, with supervisory relationship indicating a smaller predictive ability (Milicev et al., 2021).”
From The supervisory relationship as a predictor of mental health outcomes in doctoral students in the United Kingdom (2024) · cites this paper as Milicev et al., 2021
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“The results of our study were slightly higher in the anxiety sub-scale, with previous studies indicating a smaller proportion of participants in the severe and extremely severe anxiety categories (between 15 and 22%; Hazell et al., 2021; Milicev et al., 2021; Sideropoulos et al., 2022).”
From The supervisory relationship as a predictor of mental health outcomes in doctoral students in the United Kingdom (2024) · cites this paper as Milicev et al., 2021
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The PHQ-9: Validity of a brief depression severity measure
Kroenke, K., Spitzer, R. L., & Williams, J. B. W. (2001) · Journal of General Internal Medicine · doi:10.1046/j.1525-1497.2001.016009606.x · Cited by 44,910
An ecological perspective on health promotion programs
McLeroy, K. R., Bibeau, D., Steckler, A., & Glanz, K. (1988) · Health Education Quarterly · doi:10.1177/109019818801500401 · Cited by 8,502
The brief resilience scale: Assessing the ability to bounce back
Smith, B. W., Dalen, J., Wiggins, K., Tooley, E., Christopher, P., & Bernard, J. (2008) · International Journal of Behavioral Medicine · doi:10.1080/10705500802222972 · Cited by 6,439
The PHQ-9: A New Depression Diagnostic and Severity Measure
Kroenke, K., & Spitzer, R. L. (2002) · Psychiatric Annals · doi:10.3928/0048-5713-20020901-06 · Cited by 5,898 · cited 1×
“Severity of depression symptoms in the past two weeks was measured using the nine-item Patient Health Questionnaire 1 3 (PHQ-9; Kroenke et al., 2001; Kroenke & Spitzer, 2002).”
MethodBurnham, K. P., Anderson, D. R., & Huyvaert, K. P. (2011) · Behavioral Ecology and Sociobiology · doi:10.1007/s00265-010-1029-6 · Cited by 4,104
Epidemiology of insomnia: what we know and what we still need to learn
Ohayon, M. M. (2002) · Sleep Medicine Reviews · doi:10.1053/smrv.2002.0186 · Cited by 3,743 · cited 1×
“…poor sleep can be propelling and perpetuating anxiety in those at high risk (Goldstein et al., 2013) A recent meta-analysis estimated the prevalence of insomnia among university students at 18.5% (Jiang et al., 2015), compared to 7.4% of the general population of a similar age (Ohayon, 2002).”
BackgroundInfluentialOsman, A., Bagge, C. L., Gutierrez, P. M., Konick, L. C., Kopper, B. A., & Barrios, F. X. (2001) · Assessment · doi:10.1177/107319110100800409 · Cited by 2,276
Evidence for a mental health crisis in graduate education
Evans, T. M., Bira, L., Gastelum, J. B., Weiss, L. T., & Vanderford, N. L. (2018) · Nature Biotechnology · doi:10.1038/nbt.4089 · Cited by 1,441
Bayram, N., & Bilgel, N. (2008) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-008-0345-x · Cited by 1,391 · cited 1×
“…findings (e.g. UC Berkeley Graduate Assembley, 2014), studying arts had a positive relationship with wellbeing, while medical, veterinary and life sciences were linked to lower anxiety rates, supporting similar findings from undergraduate samples (Bayram & Bilgel, 2008; Bunevicius et al., 2008).”
ResultWork organization and mental health problems in PhD students
Levecque, K., Anseel, F., De Beuckelaer, A., Van der Heyden, J., & Gisle, L. (2017) · Research Policy · doi:10.1016/j.respol.2017.02.008 · Cited by 1,182 · cited 5×
“A study of 3659 PGRs in Flanders, Belgium suggests that one in two experience psychological distress, while one in three have or may be at risk of a common psychiatric disorder, such as anxiety and/or depression (Levecque et al., 2017).”
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Research works printed but not linked: 52
- Akram, U., Ypsilanti, A., Gardani, M., Irvine, K., Allen, S., Akram, A., Drabble, J., Bickle, E., Kaye, L., Lipinski, D., Matuszyk, E., Sarlak, H., Steedman, E., & Lazuras, L. (2020). Prevalence and psychiatric correlates of suicidal ideation in UK university students. Journal of Affective Disorders, 272, 191–197. https://doi.org/10.1016/j.jad.2020.03.185 · DOI · Paper page
- Ali, P., Watson, P., & Dhingra, K. (2016). Postgraduate Research Students’ and their Supervisors’ Attitudes towards Supervision. International Journal of Doctoral Studies, 11, 227–241. · DOI
- Aswini, S., & Amrita, D. (2017). Flourishing among postgraduate students: The role of resilience, meaningfulness and grit. Indian J. Commun. Psychol, 13(1), 24–37.
- Barry, K. M., Woods, M., Warnecke, E., Stirling, C., & Martin, A. (2018). Psychological health of doctoral candidates, study-related challenges and perceived performance. Higher Education Research & Development, 37(3), 468–483. https://doi.org/10.1080/07294360.2018.1425979 · DOI · Paper page
- Beasly, M., Thompson, T., & Davidson, J. (2003). Resilience in response to life stress: The effects of coping style and cognitive hardiness. Personality and Individual Differences, 34, 77–95. · DOI
- Bronfenbrenner, U. (1977). Toward an experimental ecology of human development. American Psychologist, 32(7), 513–531. https://doi.org/10.1037/0003-066X.32.7.513 · DOI · Paper page
- Bunevicius, A., Katkute, A., & Bunevicius, R. (2008). Symptoms of Anxiety and Depression in Medical Students and in Humanities Students: Relationship With Big-Five Personality Dimensions and Vulnerability To Stress. International Journal of Social Psychiatry, 54(6), 494–501. https://doi.org/10.1177/0020764008090843 · DOI
- Caesens, G., Stinglhamber, F., & Luypaert, G. (2014). The impact of work engagement and workaholism on well-being: The role of work-related social support. Career Development International, 19(7), 813–835. https://doi.org/10.1108/CDI-09-2013-0114 · DOI
- Cotterall, S. (2013). More than just a brain: Emotions and the doctoral experience. Higher Education Research & Development, 32(2), 174–187. https://doi.org/10.1080/07294360.2012.680017 · DOI · Paper page
- Dunn, P. K., & Smyth, G. K. (2018). Generalized Linear Models With Examples in R. Springer, New York. https://doi.org/10.1007/978-1-4419-0118-7 · DOI
- Ellis, S. J. (2009). Diversity and inclusivity at university: A survey of the experiences of lesbian, gay, bisexual and trans (LGBT) students in the UK. Higher Education, 57(6), 723–739. https://doi.org/10.1007/s10734-008-9172-y · DOI
- Espie, C. A., Kyle, S. D., Hames, P., Gardani, M., Fleming, L., & Cape, J. (2014). The Sleep Condition Indicator: A clinical screening tool to evaluate insomnia disorder. British Medical Journal Open, 4(3), e004183. https://doi.org/10.1136/bmjopen-2013-004183 · DOI · Paper page
- Fahrmeir, L., Kneib, T., Lang, S., & Marx, B. (2013). Regression, Models, Methods and Applications. Springer, Berlin Heidelberg. https://doi.org/10.1007/978-3-642-34333-9 · DOI
- Ferfolja, T., Asquith, N., Hanckel, B., & Brady, B. (2020). In/visibility on campus? Gender and sexuality diversity in tertiary institutions. Higher Education. https://doi.org/10.1007/s10734-020-00526-1 · DOI
- Flowers, C. P., & Robinson, B. (2002). A Structural and Discriminant Analysis of the Work Addiction Risk Test. Educational and Psychological Measurement, 62(3), 517–526. https://doi.org/10.1177/00164402062003008 · DOI
- Gardner, S. K. (2010). Contrasting the Socialization Experiences of Doctoral Students in High- and Low-Completing Departments: A Qualitative Analysis of Disciplinary Contexts at One Institution. The Journal of Higher Education, 81(1), 61–81. https://doi.org/10.1080/00221546.2010.11778970 · DOI
- Goldstein, A. N., Greer, S. M., Saletin, J. M., Harvey, A. G., Nitschke, J. B., & Walker, M. P. (2013). Tired and apprehensive: Anxiety amplifies the impact of sleep loss on aversive brain anticipation. The Journal of Neuroscience: The Official Journal of the Society for Neuroscience, 33(26), 10607–10615. https://doi.org/10.1523/JNEUROSCI.5578-12.2013 · DOI
- Grimes, D. A., & Schulz, K. F. (2002). An overview of clinical research: The lay of the land. The Lancet, 359(9300), 57–61. https://doi.org/10.1016/S0140-6736(02)07283-5 · DOI · Paper page
- Guisan, A., & Zimmermann, N. E. (2000). Predictive habitat distribution models in ecology. Ecological Modelling, 135(2–3), 147–186. https://doi.org/10.1016/S0304-3800(00)00354-9 · DOI · Paper page
- Hazell, C. M., Chapman, L., Valeix, S. F., Roberts, P., Niven, J. E., & Berry, C. (2020). Understanding the mental health of doctoral researchers: A mixed methods systematic review with meta-analysis and meta-synthesis. Systematic Reviews, 9(1), 197. https://doi.org/10.1186/s13643-020-01443-1 · DOI · Paper page
- Holdsworth, S., Turner, M., & Scott-Young, C. M. (2018). … Not drowning, waving. Resilience and university: A student perspective. Studies in Higher Education, 43(11), 1837–1853. https://doi.org/10.1080/03075079.2017.1284193 · DOI
- Howe-Walsh, L., & Turnbull, S. (2016). Barriers to women leaders in academia: Tales from science and technology. Studies in Higher Education, 41(3), 415–428. https://doi.org/10.1080/03075079.2014.929102 · DOI
- Ibrahim, M. B., & Abdelreheem, M. H. (2015). Prevalence of anxiety and depression among medical and pharmaceutical students in Alexandria University. Alexandria Journal of Medicine, 51(2), 167–173. https://doi.org/10.1016/j.ajme.2014.06.002 · DOI
- Ismail, A., Kho Khian Jui, M., Md Sham, F. F., & Abdullah, N. (2015). Effect of Mentoring Program on Mentees’ Academic Performance from an Islamic Perspective. Islamiyyat, 37(1), 29–38. https://doi.org/10.17576/islamiyyat-2015-3701-03 · DOI
- Janta, H., Lugosi, P., & Brown, L. (2014). Coping with loneliness: A netnographic study of doctoral students. Journal of Further and Higher Education, 38(4), 553–571. https://doi.org/10.1080/0309877X.2012.726972 · DOI · Paper page
- Jayakumar, U. M. (2009). The Invisible Rainbow in Diversity: Factors Influencing Sexual Prejudice Among College Students. Journal of Homosexuality, 56(6), 675–700. https://doi.org/10.1080/00918360903054095 · DOI
- Jiang, X.-L., Zheng, X.-Y., Yang, J., Ye, C.-P., Chen, Y.-Y., Zhang, Z.-G., & Xiao, Z.-J. (2015). A systematic review of studies on the prevalence of Insomnia in university students. Public Health, 129(12), 1579–1584. https://doi.org/10.1016/j.puhe.2015.07.030 · DOI · Paper page
- Kalmbach, D. A., Cuamatzi-Castelan, A. S., Tonnu, C. V., Tran, K. M., Anderson, J. R., Roth, T., & Drake, C. L. (2018). Hyperarousal and sleep reactivity in insomnia: Current insights. Nature and Science of Sleep, 10, 193–201. https://doi.org/10.2147/NSS.S138823 · DOI
- Lipson, S. K., Zhou, S., Wagner, B., Beck, K., & Eisenberg, D. (2016). Major Differences: Variations in Undergraduate and Graduate Student Mental Health and Treatment Utilization Across Academic Disciplines. Journal of College Student Psychotherapy, 30(1), 23–41. https://doi.org/10.1080/87568225.2016.1105657 · DOI
- Lucas, R. E., & Diener, E. (2009). Personality and subjective well-being. In The science of well-being: The collected works of Ed Diener (pp. 75–102). Springer Science + Business Media · DOI
- McAlpine, L., & McKinnon, M. (2013). Supervision – the most variable of variables: Student perspectives. Studies in Continuing Education, 35(3), 265–280. https://doi.org/10.1080/0158037X.2012.746227 · DOI · Paper page
- McAlpine, L., Paulson, J., Gonsalves, A., & Jazvac-Martek, M. (2012). ‘Untold’ doctoral stories: Can we move beyond cultural narratives of neglect? Higher Education Research & Development, 31(4), 511–523. https://doi.org/10.1080/07294360.2011.559199 · DOI
- McIntyre, J. C., Worsley, J., Corcoran, R., Woods, P. H., & Bentall, R. P. (2018). Academic and non-academic predictors of student psychological distress: The role of social identity and loneliness. Journal of Mental Health, 27(3), 230–239. https://doi.org/10.1080/09638237.2018.1437608 · DOI
- Merz, E. L., Roesch, S. C., Malcarne, V. L., Penedo, F. J., Llabre, M. M., Weitzman, O. B., Navas-Nacher, E. L., Perreira, K. M., Gonzalez, F., II., Ponguta, L. A., Johnson, T. P., & Gallo, L. C. (2014). Validation of Interpersonal Support Evaluation List-12 (ISEL-12) scores among English- and Spanish-speaking Hispanics/Latinos from the HCHS/SOL Sociocultural Ancillary Study. Psychological Assessment, 26(2), 384–394. https://doi.org/10.1037/a0035248 · DOI
- Moate, R. M., Gnilka, P. B., West, E. M., & Rice, K. G. (2019). Doctoral Student Perfectionism and Emotional Well-Being. Measurement and Evaluation in Counseling and Development, 52(3), 145–155. https://doi.org/10.1080/07481756.2018.1547619 · DOI
- Montgomery, D. C., Peck, E. A., & Vining, G. G. (2012). Introduction to Linear Regression Analysis. Wiley.
- Moutinho, I. L. D., Maddalena, N. de C. P., Roland, R. K., Lucchetti, A. L. G., Tibiriçá, S. H. C., Ezequiel, O. da S., Lucchetti, G., & Universidade Federal de Juiz de Fora, Brazil. (2017). Depression, stress and anxiety in medical students: A cross-sectional comparison between students from different semesters. Revista Da Associação Médica Brasileira, 63(1), 21–28. https://doi.org/10.1590/1806-9282.63.01.21 · DOI
- Nelson, N. G., Dell’Oliver, C., Koch, C., & Buckler, R. (2001). Stress, coping, and success among graduate students in clinical psychology. Psychological Reports, 88(3), 759–767. https://doi.org/10.2466/pr0.2001.88.3.759. · DOI
- Rice, K. G., Leever, B. A., Christopher, J., & Porter, J. D. (2006). Perfectionism, stress, and social (dis)connection: A short-term study of hopelessness, depression, and academic adjustment among honors students. Journal of Counseling Psychology, 53(4), 524–534. https://doi.org/10.1037/0022-0167.53.4.524 · DOI
- Rice, K. G., Richardson, C. M. E., & Tueller, S. (2014). The Short Form of the Revised Almost Perfect Scale. Journal of Personality Assessment, 96(3), 368–379. https://doi.org/10.1080/00223891.2013.838172 · DOI
- Ríos-Risquez, M. I., García-Izquierdo, M., Sabuco-Tebar, E. de los A., Carrillo-Garcia, C., & Martinez-Roche, M. E. (2016). An exploratory study of the relationship between resilience, academic burnout and psychological health in nursing students. Contemporary Nurse, 52(4), 430–439. https://doi.org/10.1080/10376178.2016.1213648 · DOI
- Roberts, B. W., & DelVecchio, W. F. (2000). The rank-order consistency of personality traits from childhood to old age: A quantitative review of longitudinal studies. Psychological Bulletin, 126(1), 3–25. https://doi.org/10.1037/0033-2909.126.1.3 · DOI · Paper page
- Robinson, B. E. (1999). The Work Addiction Risk Test: Development of a Tentative Measure of Workaholism. Perceptual and Motor Skills, 88(1), 199–210. https://doi.org/10.2466/pms.1999.88.1.199 · DOI
- Rose, G. (2005). Group differences in graduate students’ conceptions of the ideal mentor. Research in Higher Education, 46(1), 53–80. · DOI
- Russell, K., Allan, S., Beattie, L., Bohan, J., MacMahon, K., & Rasmussen, S. (2019). Sleep problem, suicide and self-harm in university students: A systematic review. Sleep Medicine Reviews, 44, 58–69. https://doi.org/10.1016/j.smrv.2018.12.008 · DOI
- Schmidt, M., & Hansson, E. (2018). Doctoral students’ well-being: A literature review. International Journal of Qualitative Studies on Health and Well-Being, 13(1), 1508171. https://doi.org/10.1080/17482631.2018.1508171 · DOI · Paper page
- Seierstad, C., & Healy, G. (2012). Women’s equality in the Scandinavian academy: A distant dream? Work, Employment and Society, 26(2), 296–313. https://doi.org/10.1177/0950017011432918 · DOI
- Spitzer, R. L., Kroenke, K., Williams, J. B. W., & Löwe, B. (2006). A Brief Measure for Assessing Generalized Anxiety Disorder: The GAD-7. Archives of Internal Medicine, 166(10), 1092–1097. https://doi.org/10.1001/archinte.166.10.1092 · DOI · Paper page
- Stewart-Brown, S., Tennant, A., Tennant, R., Platt, S., Parkinson, J., & Weich, S. (2009). Short Warwick Edinburgh Mental Well-Being Scale (SWEMWBS) (appears in: Internal Construct Validity of the Warwick-Edinburgh Mental Well-Being Scale (WEMWBS): A Rasch Analysis Using Data from the Scottish Health Education Population Survey). Copyright: Creative Commons License. Tests & Measurements, 7(Feb. 19), 15. https://doi.org/10.1186/1477-7525-7-15 · DOI · Paper page
- Väisänen, S., Pietarinen, J., Pyhältö, K., Toom, A., & Soini, T. (2017). Social support as a contributor to student teachers’ experienced well-being. Research Papers in Education, 32(1), 41–55. https://doi.org/10.1080/02671522.2015.1129643 · DOI
- Winslow, S., & Davis, S. N. (2016). Gender Inequality Across the Academic Life Course: Gender Inequality Across the Academic Life Course. Sociology Compass, 10(5), 404–416. https://doi.org/10.1111/soc4.12372 · DOI
- Woodford, M. R., Howell, M. L., Silverschanz, P., & Yu, L. (2012). “That’s So Gay!”: Examining the Covariates of Hearing This Expression Among Gay, Lesbian, and Bisexual College Students. Journal of American College Health, 60(6), 429–434. https://doi.org/10.1080/07448481.2012.673519 · DOI
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Metadata
- Authors
- Milicev, J., McCann, M., Simpson, S. A., Biello, S. M., & Gardani, M.
- Venue
- Current Psychology
- Published
- 2021-12-22
- Volume
- 42
- Issue
- 14
- Pages
- 12267-12280
- ISSN
- 1046-1310
- 1936-4733
- Cited by
- 56
- References
- 18
- Language
- en
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