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AC-Our Future Physicians: An Examination of Medical Students’ Psychological Health

Uncovering heterogeneity in mental health changes among first-year medical students

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Article: 2317493 | Received 01 Dec 2023, Accepted 07 Feb 2024, Published online: 23 Feb 2024

References

  • Polujanski S, Rotthoff T, Nett U, et al. First-year medical students’ varying vulnerability to developing depressive symptoms and its predictors: a latent profile analysis. Acad Psychiatry. 2023;47(2):143–11. doi: 10.1007/s40596-023-01757-x
  • Pelzer A, Sapalidis A, Rabkow N, et al. Does medical school cause depression or do medical students already begin their studies depressed? A longitudinal study over the first semester about depression and influencing factors. GMS J Med Educ. 2022;39(5). doi: 10.3205/zma001579
  • Schindler A-K, Polujanski S, Rotthoff T. A longitudinal investigation of mental health, perceived learning environment and burdens in a cohort of first-year German medical students’ before and during the COVID-19 ‘new normal’. BMC Med Educ. 2021;21(1):1–11. doi: 10.1186/s12909-021-02798-2
  • McKerrow I, Carney PA, Caretta-Weyer H, et al. Trends in medical students’ stress, physical, and emotional health throughout training. Med Educ Online. 2020;25(1):1709278. doi: 10.1080/10872981.2019.1709278
  • Greenspoon PJ, Saklofske DH. Toward an integration of subjective well-being and psychopathology. Soc Indic Res. 2001;54(1):81–108. doi: 10.1023/A:1007219227883
  • Keyes CL. The mental health continuum: from languishing to flourishing in life. J Health Soc Behav. 2002;43(2):207–222. doi: 10.2307/3090197
  • Suldo SM, Shaffer EJ. Looking beyond psychopathology: the dual-factor model of mental health in youth. Sch Psychol Rev. 2008;37(1):52–68. doi: 10.1080/02796015.2008.12087908
  • Silva V, Costa P, Pereira I, et al. Depression in medical students: insights from a longitudinal study. BMC Med Educ. 2017;17(1):184. doi: 10.1186/s12909-017-1006-0
  • Mahroon ZA, Borgan SM, Kamel C, et al. Factors associated with depression and anxiety symptoms among medical students in Bahrain. Acad Psychiatry. 2018;42(1):31–40. doi: 10.1007/s40596-017-0733-1
  • Yusoff MSB, Rahim AFA, Baba AA, et al. Prevalence and associated factors of stress, anxiety and depression among prospective medical students. Asian J Psychiatr. 2013;6(2):128–133. doi: 10.1016/j.ajp.2012.09.012
  • Salzer MS. A comparative study of campus experiences of college students with mental illnesses versus a general college sample. J Am Coll Health. 2012;60(1):1–7. doi: 10.1080/07448481.2011.552537
  • Puthran R, Zhang MW, Tam WW, et al. Prevalence of depression amongst medical students: a meta‐analysis. Med Educ. 2016;50(4):456–468. doi: 10.1111/medu.12962
  • Rotenstein LS, Ramos MA, Torre M, et al. Prevalence of depression, depressive symptoms, and suicidal ideation among medical students: a systematic review and meta-analysis. JAMA. 2016;316(21):2214–2236. doi: 10.1001/jama.2016.17324
  • Heinen I, Bullinger M, Kocalevent R-D. Perceived stress in first year medical students-associations with personal resources and emotional distress. BMC Med Educ. 2017;17(1):1–14. doi: 10.1186/s12909-016-0841-8
  • Picton A, Greenfield S, Parry J. Why do students struggle in their first year of medical school? A qualitative study of student voices. BMC Med Educ. 2022;22(1):100. doi: 10.1186/s12909-022-03158-4
  • Duffy A, Keown-Stoneman C, Goodday S, et al. Predictors of mental health and academic outcomes in first-year university students: identifying prevention and early-intervention targets. BJPsych Open. 2020;6(3):e46. doi: 10.1192/bjo.2020.24
  • Yusoff MSB, Abdul Rahim AF, Baba AA, et al. The impact of medical education on psychological health of students: a cohort study. Psychol Health Med. 2013;18(4):420–430. doi: 10.1080/13548506.2012.740162
  • Westerhof GJ, Keyes CL. Mental illness and mental health: The two continua model across the lifespan. J Adult Dev. 2010;17(2):110–119. doi: 10.1007/s10804-009-9082-y
  • Compton AL Examining the longitudinal stability of a dual-factor model of mental health in early elementary school students [ dissertation]. 2016.
  • Kelly RM, Hills KJ, Huebner ES, et al. The longitudinal stability and dynamics of group membership in the dual-factor model of mental health: psychosocial predictors of mental health. Can J Sch Psychol. 2012;27(4):337–355. doi: 10.1177/0829573512458505
  • Xiong J, Qin Y, Gao M, et al. Longitudinal study of a dual-factor model of mental health in Chinese youth. Sch Psychol Int. 2017;38(3):287–303. doi: 10.1177/0143034317689970
  • Antaramian SP, Huebner ES, Hills KJ, et al. A dual‐factor model of mental health: toward a more comprehensive understanding of youth functioning. Am J Orthopsychiatry. 2010;80(4):462. doi: 10.1111/j.1939-0025.2010.01049.x
  • Suldo SM, Thalji-Raitano A, Kiefer SM, et al. Conceptualizing high school students’ mental health through a dual-factor model. Sch Psychol Rev. 2016;45(4):434–457. doi: 10.17105/SPR45-4.434-457
  • DiLeo LL, Suldo SM, Ferron JM, et al. Three-wave longitudinal study of a dual-factor model: mental health status and academic outcomes for high school students in academically accelerated curricula. School Ment Health. 2022;14(3):514–530. doi: 10.1007/s12310-021-09497-9
  • Eklund K, Dowdy E, Jones C, et al. Applicability of the dual-factor model of mental health for college students. J Coll Stud Psychother. 2010;25(1):79–92. doi: 10.1080/87568225.2011.532677
  • Xiao R, Zhang C, Lai Q, et al. Applicability of the dual-factor model of mental health in the mental health screening of Chinese college students. Front Psychol. 2021;11:549036. doi: 10.3389/fpsyg.2020.549036
  • Zhang Q, Lu J, Quan P. Application of the dual-factor model of mental health among Chinese new generation of migrant workers. BMC Psychol. 2021;9(1):1–7. doi: 10.1186/s40359-021-00693-5
  • Iasiello M, Van Agteren J. Mental health and/or mental illness: a scoping review of the evidence and implications of the dual-continua model of mental health. Evid Base. 2020;2020(1):1–45. doi: 10.21307/eb-2020-001
  • Carver K, Ismail H, Reed C, et al. High levels of anxiety and psychological well-being in college students: a dual factor model of mental health approach. J Posit Sch Psychol. 2021;5(1):32–41. doi: 10.47602/jpsp.v5i1.242
  • Renshaw TL, Cohen AS. Life satisfaction as a distinguishing indicator of college student functioning: further validation of the two-continua model of mental health. Soc Indic Res. 2014;117(1):319–334. doi: 10.1007/s11205-013-0342-7
  • Jiang Y, Ding C, Shen B, editors. Latent profile analysis of mental health among Chinese university students: evidence for the dual-factor model. Healthcare. MDPI; 2023. doi: 10.3390/healthcare11202719
  • Moore SA, Dowdy E, Nylund-Gibson K, et al. A latent transition analysis of the longitudinal stability of dual-factor mental health in adolescence. J School Psychol. 2019;73:56–73. doi: 10.1016/j.jsp.2019.03.003
  • Mcmahan MM. A longitudinal examination of high school students’ group membership in a dual-factor model of mental health: Stability of mental health status and predictors of change [ dissertation]. University of South Florida; 2012.
  • Petersen KJ, Humphrey N, Qualter P. Dual-factor mental health from childhood to early adolescence and associated factors: a latent transition analysis. J Youth Adolesc. 2022;51(6):1118–1133. doi: 10.1007/s10964-021-01550-9
  • Dowdy E, Kamphaus RW. A comparison of classification methods for use in predicting school-based outcomes. Calif School Psychol. 2007;12(1):121–132. doi: 10.1007/BF03340936
  • Lanza ST, Bray BC, Collins LM. An introduction to latent class and latent transition analysis. Handbook Of Psychology. 2013;2:691–716.
  • Moffa K, Dowdy E, Furlong MJ. Does including school belonging measures enhance complete mental health screening in schools? In: Allen K, Boyle C, editors. Pathways to belonging. Brill; 2018. pp. 65–81. doi: 10.1163/9789004386969_005
  • Zhou J, Jiang S, Zhu X, et al. Profiles and transitions of dual-factor mental health among Chinese early adolescents: the predictive roles of perceived psychological need satisfaction and stress in school. J Youth Adolesc. 2020;49(10):2090–2108. doi: 10.1007/s10964-020-01253-7
  • Clark KN, Malecki CK. Adolescent mental health profiles through a latent dual-factor approach. J School Psychol. 2022;91:112–128. doi: 10.1016/j.jsp.2022.01.003
  • Kroenke K, Spitzer RL, Williams JBW. The PHQ-9. J Gen Intern Med. 2001;16(9):606–613. doi: 10.1046/j.1525-1497.2001.016009606.x
  • Löwe B, Spitzer R, Zipfel S, et al. Gesundheitsfragebogen für Patienten (PHQ-D). Komplettversion und Kurzform Testmappe mit Manual, Fragebögen, Schablonen. 2002;2:90–93.
  • Martin A, Rief W, Klaiberg A, et al. Validity of the brief patient health questionnaire mood scale (PHQ-9) in the general population. Gen Hosp Psychiatry. 2006;28(1):71–77. doi: 10.1016/j.genhosppsych.2005.07.003
  • Kocalevent R-D, Hinz A, Brähler E. Standardization of the depression screener patient health questionnaire (PHQ-9) in the general population. Gen Hosp Psychiatry. 2013;35(5):551–555. doi: 10.1016/j.genhosppsych.2013.04.006
  • Beierlein C, Kovaleva A, Lászlo Z, et al. Eine Single-Item-Skala zur Erfassung der Allgemeinen Lebenszufriedenheit: Die Kurzskala Lebenszufriedenheit-1 (L-1). (GESIS-Working Papers, 2014/33). Mannheim: GESIS - Leibniz-Institut für Sozialwissenschaften; 2014.
  • Wydra G. Der Fragebogen zum allgemeinen habituellen Wohlbefinden (FAHW und FAHW­12). Entwicklung und Evaluation eines mehrdimensionalen Fragebogens. 5. überarbeitete und erweiterte Version; 2015 [accessed 2023 Nov 28]. Available from: https://www.sportpaedagogik-sb.de/pdf/FAHW-Manual.pdf.
  • IBM Corp. IBM SPSS Statistics for Windows (Version 29.0) [statistical software]. Armonk (NY), USA. 2021.
  • Muthén LK, Muthén BO. Mplus (version 8.8) [statistical software]. Los Angeles (CA), USA. 2021.
  • Ferguson SL, Moore EWG, Hull DM. Finding latent groups in observed data: a primer on latent profile analysis in Mplus for applied researchers. Int J Behav Dev. 2020;44(5):458–468. doi: 10.1177/0165025419881721
  • Nylund KL, Asparouhov T, Muthén BO. Deciding on the number of classes in latent class analysis and growth mixture modeling: a monte carlo simulation study. Struc Equ Mod. 2007;14(4):535–569. doi: 10.1080/10705510701575396
  • Spurk D, Hirschi A, Wang M, et al. Latent profile analysis: a review and “how to” guide of its application within vocational behavior research. J Vocat Behav. 2020;120:103445. doi: 10.1016/j.jvb.2020.103445
  • Moore SA, Dowdy E, Nylund-Gibson K, et al. An empirical approach to complete mental health classification in adolescents. School Ment Health. 2019;11(3):438–453. doi: 10.1007/s12310-019-09311-7
  • Akinla O, Hagan P, Atiomo W. A systematic review of the literature describing the outcomes of near-peer mentoring programs for first year medical students. BMC Med Educ. 2018;18(1):1–10. doi: 10.1186/s12909-018-1195-1
  • Yusoff MSB, Rahim AFA, Noor AR, et al. Evaluation of medical students’ perception towards the BigSib Programme in the School of Medical Sciences, USM. Educ Med J. 2010;2(1):e2–11. doi: 10.5959/eimj.v2i1.71
  • Singh S, Singh N, Dhaliwal U. Near-peer mentoring to complement faculty mentoring of first-year medical students in India. J Educ Eval Health Prof. 2014;11:11. doi: 10.3352/jeehp.2014.11.12
  • Chen L, Wang L, Qiu XH, et al. Depression among Chinese university students: prevalence and socio-demographic correlates. PLoS One. 2013;8(3):e58379. doi: 10.1371/journal.pone.0058379