Global prevalence of anxiety and depression among medical students during the COVID-19 pandemic: a systematic review and meta-analysis.

Yen-Ko Lin, Ita Daryanti Saragih, Chia-Ju Lin, Hsin-Liang Liu, Chao-Wen Chen, Yung-Sung Yeh
Author Information
  1. Yen-Ko Lin: Department of Emergency Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan. yenko@ms16.hinet.net.
  2. Ita Daryanti Saragih: Doctoral student, College of Nursing, Kaohsiung Medical University, Kaohsiung, Taiwan.
  3. Chia-Ju Lin: College of Nursing, Kaohsiung Medical University, Kaohsiung, Taiwan.
  4. Hsin-Liang Liu: Department of Emergency Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.
  5. Chao-Wen Chen: Division of Trauma and Surgical Critical Care, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.
  6. Yung-Sung Yeh: Division of Trauma and Surgical Critical Care, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.

Abstract

PURPOSE: As future physicians, medical students have experienced tremendous pressure during the ongoing COVID-19 pandemic, which is associated with a high risk of depression and anxiety. We aimed to investigate an overview of the prevalence of anxiety and depression among medical students in various countries during the global COVID-19 pandemic, and discuss associated stressors.
METHODS: We systematically searched CINAHL, EMBASE, MEDLINE, PubMed, and Web of Science for relevant articles from December 1, 2019 to March 15, 2023. We performed meta-analysis using a random-effects model with REML method to calculate the pooled prevalence of anxiety and depression. Begg's and Egger's tests were used to identify the potential risk of publication bias. Meta-regression was used to explore potential sources of heterogeneity.
RESULTS: We identified 130 studies reporting anxiety and depression among 132,068 medical students during the COVID-19 pandemic. Eight screening tools were identified for anxiety and six for depression. The pooled prevalence of mental health outcomes for anxiety and depression was 45% (95% confidence interval [CI], 40%-49%) and 48% (95% CI, 43%-52%), respectively. The pooled prevalence of mental health outcomes for moderate and severe anxiety and moderate and severe depression was 28% (95% CI, 24%-32%) and 30% (95% CI, 26%-35%), respectively. There was high heterogeneity between studies, with I ranging from 99.58%-99.66%. Continent and survey date were included in the meta-regression model. The results of meta-regression revealed that medical students in Asia had a lower prevalence of anxiety, and depression than those in other regions. The survey date (from February to June, 2020) showed a significantly positive correlation with the prevalence of anxiety and depression.
CONCLUSIONS: We demonstrated the global prevalence of anxiety and depression among medical students during the COVID-19 pandemic. The data highlight that medical students worldwide are at high risk of experiencing anxiety and depression. The reported stressors can be categorized into personal, academic, environmental and cultural, and pandemic factors. Schools and institutions should ensure optimal alternative learning environments for uninterrupted provision of medical education. The appropriate authorities should prioritize the provision of adequate protection for medical students and establish policies to promote new methods of training and education during a disaster, such as via distance learning.

Keywords

References

  1. BMJ. 2021 Sep 24;374:n2328 [PMID: 34561215]
  2. Int J Environ Res Public Health. 2021 Apr 13;18(8): [PMID: 33924448]
  3. Int J Environ Res Public Health. 2021 May 28;18(11): [PMID: 34071234]
  4. Front Public Health. 2021 Jan 26;8:588578 [PMID: 33575239]
  5. Front Nutr. 2022 Sep 23;9:938769 [PMID: 36211498]
  6. Med Educ Online. 2022 Dec;27(1):2058866 [PMID: 35356865]
  7. J Affect Disord. 2023 Jan 15;321:167-181 [PMID: 36341802]
  8. Iran J Psychiatry. 2020 Jul;15(3):228-235 [PMID: 33193771]
  9. Med Educ Online. 2021 Dec;26(1):1919042 [PMID: 33871308]
  10. JAMA. 2020 Jun 2;323(21):2131-2132 [PMID: 32232420]
  11. Ann Med Surg (Lond). 2022 Mar;75:103408 [PMID: 35251604]
  12. J Family Med Prim Care. 2022 Oct;11(10):6402-6406 [PMID: 36618151]
  13. Risk Manag Healthc Policy. 2020 Nov 03;13:2395-2406 [PMID: 33177898]
  14. Front Psychiatry. 2020 May 13;11:459 [PMID: 32574242]
  15. Healthcare (Basel). 2020 Jul 25;8(3): [PMID: 32722402]
  16. JMIR Ment Health. 2021 Jan 20;8(1):e23125 [PMID: 33341754]
  17. Front Psychiatry. 2021 Aug 18;12:702092 [PMID: 34483994]
  18. Int J Environ Res Public Health. 2019 Jul 31;16(15): [PMID: 31370266]
  19. Front Psychol. 2022 Nov 17;13:1037786 [PMID: 36467242]
  20. Clin Epidemiol Glob Health. 2022 May-Jun;15:101004 [PMID: 35291700]
  21. Am J Trop Med Hyg. 2021 Jan;104(1):95-102 [PMID: 33205748]
  22. Saudi J Biol Sci. 2021 Nov;28(11):6508-6514 [PMID: 34764766]
  23. Int J Environ Res Public Health. 2020 Sep 10;17(18): [PMID: 32927871]
  24. BMJ. 2020 Mar 20;368:m1156 [PMID: 32198184]
  25. Front Psychiatry. 2021 Nov 04;12:761964 [PMID: 34803770]
  26. Med J Islam Repub Iran. 2020 Oct 06;34:131 [PMID: 33437727]
  27. Intern Emerg Med. 2021 Oct;16(7):1967-1974 [PMID: 33453012]
  28. Front Psychiatry. 2021 Jul 19;12:641138 [PMID: 34349677]
  29. Sleep Med. 2020 Nov;75:315-325 [PMID: 32950013]
  30. Cureus. 2020 Apr 23;12(4):e7800 [PMID: 32461867]
  31. BMJ. 2021 Mar 29;372:n71 [PMID: 33782057]
  32. Med Educ Online. 2019 Dec;24(1):1666538 [PMID: 31526248]
  33. Saudi Med J. 2020 Dec;41(12):1375-1380 [PMID: 33294898]
  34. Front Public Health. 2022 Sep 07;10:957597 [PMID: 36159294]
  35. Womens Health (Lond). 2023 Jan-Dec;19:17455057221150099 [PMID: 36714969]
  36. PLoS One. 2021 Dec 2;16(12):e0260359 [PMID: 34855803]
  37. J Yeungnam Med Sci. 2022 Oct;39(4):314-321 [PMID: 35971621]
  38. Med Sci Educ. 2021 Mar 31;31(3):1183-1185 [PMID: 33821198]
  39. PLoS One. 2021 May 27;16(5):e0252481 [PMID: 34043731]
  40. Med Educ. 2016 Apr;50(4):456-68 [PMID: 26995484]
  41. Front Psychiatry. 2021 Mar 16;12:637946 [PMID: 33796035]
  42. Mil Med Res. 2020 Feb 29;7(1):7 [PMID: 32111253]
  43. J Med Internet Res. 2021 Feb 18;23(2):e25232 [PMID: 33556033]
  44. Medicine (Baltimore). 2021 Jan 22;100(3):e23690 [PMID: 33545936]
  45. Acad Med. 2020 Aug;95(8):1149-1151 [PMID: 32349014]
  46. Int J Environ Res Public Health. 2022 Oct 11;19(20): [PMID: 36293589]
  47. BMC Psychiatry. 2022 Nov 14;22(1):704 [PMID: 36376882]
  48. BMC Med Educ. 2020 Apr 22;20(1):124 [PMID: 32321498]
  49. PLoS One. 2021 Mar 17;16(3):e0248627 [PMID: 33730091]
  50. Med Educ Online. 2021 Dec;26(1):1913785 [PMID: 33849405]
  51. Med Educ Online. 2021 Dec;26(1):1920090 [PMID: 33974523]
  52. Clin Teach. 2022 Oct;19(5):e13518 [PMID: 35909320]
  53. Cureus. 2021 Nov 4;13(11):e19250 [PMID: 34881118]
  54. Front Psychiatry. 2021 May 24;12:555893 [PMID: 34108891]
  55. Int J Environ Res Public Health. 2021 Mar 13;18(6): [PMID: 33805787]
  56. J Gen Psychol. 2022 Oct-Dec;149(4):456-467 [PMID: 33709883]
  57. Disaster Med Public Health Prep. 2022 Mar 04;17:e145 [PMID: 35241197]
  58. PLoS One. 2021 Jul 29;16(7):e0255013 [PMID: 34324555]
  59. Front Psychiatry. 2021 Dec 23;12:755503 [PMID: 35002796]
  60. Psychiatry Res. 2021 Jul;301:113863 [PMID: 33984824]
  61. Front Public Health. 2022 Apr 07;10:876298 [PMID: 35462813]
  62. Med Sci Monit. 2023 Feb 09;29:e938892 [PMID: 36755476]
  63. Int J Ment Health Addict. 2023;21(1):562-574 [PMID: 34393684]
  64. J Med Internet Res. 2021 Jul 21;23(7):e29312 [PMID: 34156961]
  65. Ann Acad Med Singap. 2009 Aug;38(8):724-6 [PMID: 19736579]
  66. Int J Environ Res Public Health. 2021 Nov 12;18(22): [PMID: 34831627]
  67. Front Psychiatry. 2021 Dec 16;12:804967 [PMID: 34975598]
  68. Int J Soc Psychiatry. 2022 Sep;68(6):1253-1262 [PMID: 34961373]
  69. BMC Public Health. 2021 Jun 4;21(1):1063 [PMID: 34088290]
  70. Sci Afr. 2022 Mar;15:e01087 [PMID: 34977441]
  71. Rev Colomb Psiquiatr (Engl Ed). 2021 Jul 2;: [PMID: 34275600]
  72. PLoS One. 2020 Oct 21;15(10):e0241032 [PMID: 33085716]
  73. Rev Colomb Psiquiatr (Engl Ed). 2021 Jul-Sep;50(3):189-198 [PMID: 34544584]
  74. Healthcare (Basel). 2021 Oct 12;9(10): [PMID: 34683036]
  75. JNMA J Nepal Med Assoc. 2021 Jul 30;59(239):645-648 [PMID: 34508516]
  76. Medicine (Baltimore). 2022 Sep 23;101(38):e30629 [PMID: 36197195]
  77. BMC Nurs. 2022 Mar 24;21(1):67 [PMID: 35331202]
  78. Lancet Psychiatry. 2020 Mar;7(3):e14 [PMID: 32035030]
  79. Int J Environ Res Public Health. 2020 Jul 14;17(14): [PMID: 32674285]
  80. Med Sci Educ. 2020 Nov 18;31(1):183-192 [PMID: 33230424]
  81. J Med Educ Curric Dev. 2021 Feb 15;8:2382120521991150 [PMID: 33644399]
  82. Psychiatry Res. 2023 Feb;320:115030 [PMID: 36623426]
  83. Medicina (Kaunas). 2021 Nov 21;57(11): [PMID: 34833496]
  84. JAMA. 2010 Sep 15;304(11):1181-90 [PMID: 20841531]
  85. Int J Environ Res Public Health. 2022 Dec 05;19(23): [PMID: 36498345]
  86. Teach Learn Med. 2021 Jun-Jul;33(3):334-342 [PMID: 33706632]
  87. Technol Health Care. 2017;25(1):163-165 [PMID: 27689560]
  88. Disaster Med Public Health Prep. 2022 Feb;16(1):360-372 [PMID: 32873349]
  89. J Affect Disord. 2022 Jun 1;306:124-130 [PMID: 35276314]
  90. Clinics (Sao Paulo). 2021 Jul 05;76:e3007 [PMID: 34231710]
  91. BMC Med Educ. 2021 Jun 10;21(1):339 [PMID: 34112155]
  92. J Affect Disord Rep. 2021 Dec;6:100260 [PMID: 34746911]
  93. BJPsych Open. 2020 Aug 17;6(5):e90 [PMID: 32799958]
  94. Child Youth Serv Rev. 2021 Mar;122:105912 [PMID: 33390637]
  95. Environ Sci Pollut Res Int. 2022 Aug;29(38):57851-57859 [PMID: 35357650]
  96. Psychol Rep. 2024 Apr;127(2):620-648 [PMID: 36130951]
  97. Int J Environ Res Public Health. 2022 Jun 20;19(12): [PMID: 35742780]
  98. J Gen Intern Med. 2021 Oct;36(10):3295-3297 [PMID: 34355345]
  99. Lancet. 2021 Apr 3;397(10281):1265-1275 [PMID: 33773118]
  100. Front Psychol. 2021 Sep 17;12:664780 [PMID: 34603119]
  101. PLoS One. 2021 Mar 31;16(3):e0248029 [PMID: 33788866]
  102. J Multidiscip Healthc. 2022 Jun 08;15:1297-1308 [PMID: 35702327]
  103. J Med Internet Res. 2020 Jul 20;22(7):e19982 [PMID: 32584779]
  104. Lancet. 2021 Feb 27;397(10276):777-778 [PMID: 33607000]
  105. Psychiatry Res. 2020 May;287:112934 [PMID: 32229390]
  106. J Educ Health Promot. 2022 Jul 29;11:214 [PMID: 36177404]
  107. Int J Environ Res Public Health. 2023 Jan 19;20(3): [PMID: 36767260]
  108. J Educ Health Promot. 2021 Jun 30;10:208 [PMID: 34395645]
  109. Front Public Health. 2022 Jan 31;9:811345 [PMID: 35174136]
  110. PLoS One. 2022 Aug 30;17(8):e0273575 [PMID: 36040873]
  111. Ann Acad Med Singap. 2020 Jan;49(3):155-160 [PMID: 32200399]
  112. Med J Armed Forces India. 2021 Feb;77(Suppl 1):S90-S98 [PMID: 33612938]
  113. Healthcare (Basel). 2023 Jan 12;11(2): [PMID: 36673603]
  114. Psychiatr Q. 2022 Jun;93(2):419-434 [PMID: 34618278]
  115. Pak J Med Sci. 2021 Sep-Oct;37(5):1402-1407 [PMID: 34475920]
  116. Front Psychol. 2021 Dec 15;12:734264 [PMID: 34975624]
  117. Kathmandu Univ Med J (KUMJ). 2020 Oct.-Dec.;18(72):333-339 [PMID: 34165087]
  118. J Family Med Prim Care. 2021 Oct;10(10):3857-3862 [PMID: 34934692]
  119. Med Teach. 2022 Feb;44(2):109-129 [PMID: 34709949]
  120. Front Psychol. 2023 Jan 11;13:1066673 [PMID: 36710743]
  121. Front Public Health. 2021 Nov 19;9:775374 [PMID: 34869189]
  122. JAMA Netw Open. 2020 Mar 2;3(3):e203976 [PMID: 32202646]
  123. Encephale. 2022 Feb;48(1):3-12 [PMID: 33863513]
  124. Front Psychol. 2020 Oct 26;11:570435 [PMID: 33192858]
  125. Lancet Psychiatry. 2020 Mar;7(3):228-229 [PMID: 32032543]
  126. J Affect Disord Rep. 2022 Apr;8:100318 [PMID: 35165671]
  127. Adv Respir Med. 2020;88(6):520-530 [PMID: 33393644]
  128. Ind Psychiatry J. 2020 Jan-Jun;29(1):51-60 [PMID: 33776276]
  129. Int J Environ Res Public Health. 2021 Oct 19;18(20): [PMID: 34682726]
  130. Psychol Res Behav Manag. 2022 May 25;15:1311-1323 [PMID: 35642191]
  131. BMC Psychiatry. 2022 Jan 7;22(1):20 [PMID: 34991506]
  132. Front Psychiatry. 2022 Feb 15;13:774467 [PMID: 35242061]
  133. Rev Med Chil. 2021 Nov;149(11):1579-1588 [PMID: 35735320]
  134. J Affect Disord Rep. 2022 Dec;10:100404 [PMID: 35992770]
  135. Egypt J Neurol Psychiatr Neurosurg. 2021;57(1):123 [PMID: 34522078]
  136. HEC Forum. 2021 Jun;33(1-2):35-43 [PMID: 33442832]
  137. J Med Internet Res. 2021 Jun 7;23(6):e25259 [PMID: 34033579]
  138. Int J Clin Pract. 2021 Jun;75(6):e14139 [PMID: 33683775]
  139. BMC Med Educ. 2020 Jun 29;20(1):206 [PMID: 32600460]
  140. Front Public Health. 2021 May 20;9:603331 [PMID: 34095044]
  141. Health Psychol Res. 2022 Jul 28;10(3):37016 [PMID: 35910242]
  142. Med Sci Monit. 2021 Apr 07;27:e929280 [PMID: 33824264]
  143. Front Psychol. 2023 Feb 06;14:1076841 [PMID: 36814663]

Grants

  1. MOST 109-2511-H-037-006/Ministry of Science and Technology, Taiwan
  2. KMUH108-8R33/Kaohsiung Medical University Chung-Ho Memorial Hospital

MeSH Term

Humans
COVID-19
Students, Medical
Prevalence
Depression
Anxiety
Global Health
SARS-CoV-2

Word Cloud

Created with Highcharts 10.0.0depressionanxietymedicalstudentsprevalenceCOVID-19pandemicamong95%highriskpooledCIassociatedglobalstressorsmeta-analysismodelusedpotentialheterogeneityidentifiedstudiesmentalhealthoutcomesrespectivelymoderateseveresurveydatemeta-regressionlearningprovisioneducationPURPOSE:futurephysiciansexperiencedtremendouspressureongoingaimedinvestigateoverviewvariouscountriesdiscussMETHODS:systematicallysearchedCINAHLEMBASEMEDLINEPubMedWebSciencerelevantarticlesDecember12019March152023performedusingrandom-effectsREMLmethodcalculateBegg'sEgger'stestsidentifypublicationbiasMeta-regressionexploresourcesRESULTS:130reporting132068Eightscreeningtoolssix45%confidenceinterval[CI]40%-49%48%43%-52%28%24%-32%30%26%-35%ranging9958%-9966%ContinentincludedresultsrevealedAsialowerregionsFebruaryJune2020showedsignificantlypositivecorrelationCONCLUSIONS:demonstrateddatahighlightworldwideexperiencingreportedcancategorizedpersonalacademicenvironmentalculturalfactorsSchoolsinstitutionsensureoptimalalternativeenvironmentsuninterruptedappropriateauthoritiesprioritizeadequateprotectionestablishpoliciespromotenewmethodstrainingdisasterviadistanceGlobalpandemic:systematicreviewAnxietyDepressionMedicalPrevalence

Similar Articles

Cited By (4)