Skip to main content
Log in

The sleep quality of medical students in China: a meta-analysis

  • Original Article
  • Published:
Sleep and Biological Rhythms Aims and scope Submit manuscript

Abstract

Sleep quality of medical students has generated conflicting results in China. The aim of this study was to evaluate the sleep quality of medical students in China by meta-analysis. Electronic databases were searched for studies concerning the sleep quality of medical students using the Pittsburgh sleep quality index (PSQI) published before March 6, 2017. Pooled weighted mean difference (WMD) and 95% confidence interval (95% CI) were estimated with fixed or random effect models depending on the heterogeneity. Subgroup analyses, sensitivity analyses and publication bias were also performed. Eleven studies (7154 medical students and 9073 non-medical students) were included in this meta-analysis. The sleep quality of medical students was significantly higher in scores of subjective sleep quality (WMD, 0.137; 95% CI 0.049–0.224; P = 0.002), sleep duration (WMD, 0.147; 95% CI 0.069–0.225; P < 0.001), daytime dysfunction (WMD, 0.194; 95% CI 0.077–0.311; P = 0.001) and the total scores (WMD, 0.524; 95% CI 0.152–0.896; P = 0.006). On the contrary, there was no significant difference in sleep latency, habitual sleep efficiency, sleep disturbance and use of sleeping medications. This meta-analysis indicates that the sleep quality of medical students is worse than non-medical students in China. Further large and well-designed studies are needed to confirm these findings.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

References

  1. Ohayon MM, Carskadon MA, Guilleminault C, et al. Meta-analysis of quantitative sleep parameters from childhood to old age in healthy individuals: developing normative sleep values across the human lifespan. Sleep. 2004;27:1255–73.

    Article  PubMed  Google Scholar 

  2. Prehn-Kristensen A, Munz M, Molzow I, et al. Sleep promotes consolidation of emotional memory in healthy children but not in children with attention-deficit hyperactivity disorder. PLoS One. 2013;8:e65098.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Assaad S, Costanian C, Haddad G, et al. Sleep patterns and disorders among university students in Lebanon. J Res Health Sci. 2014;14:198–204.

    PubMed  Google Scholar 

  4. Tononi G, Cirelli C. Sleep and the price of plasticity: from synaptic and cellular homeostasis to memory consolidation and integration. Neuron. 2014;81:12–34.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Curcio G, Tempesta D, Scarlata S, et al. Validity of the Italian version of the Pittsburgh sleep quality index (PSQI). Neurol Sci. 2013;34:511–9.

    Article  PubMed  Google Scholar 

  6. Asghari A, Farhadi M, Kamrava SK, et al. Subjective sleep quality in urban population. Arch Iran Med. 2012;15:95–8.

    PubMed  Google Scholar 

  7. Melese B, Bayu B, Wondwossen F, et al. Prevalence of mental distress and associated factors among Hawassa University medical students, Southern Ethiopia: a cross-sectional study. BMC Res Notes. 2016;9:485.

    Article  PubMed  PubMed Central  Google Scholar 

  8. Doulougeri K, Panagopoulou E, Montgomery A. (How) do medical students regulate their emotions? BMC Med Educ. 2016;16:312.

    Article  PubMed  PubMed Central  Google Scholar 

  9. 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;316:2214–36.

    Article  PubMed  Google Scholar 

  10. Earley LW, Johnson DG. Medical student health. J Med Educ. 1969;44:35–45.

    Google Scholar 

  11. Dyrbye LN, Shanafelt TD. Medical student distress: a call to action. Acad Med. 2011;86:801–3.

    Article  PubMed  Google Scholar 

  12. Surani AA, Zahid S, Surani A, et al. Sleep quality among medical students of Karachi. Pak J Pak Med Assoc. 2015;65:380–2.

    PubMed  Google Scholar 

  13. Alsaggaf MA, Wali SO, Merdad RA, et al. Sleep quantity, quality, and insomnia symptoms of medical students during clinical years. Relationship with stress and academic performance. Saudi Med J. 2016;37:173–82.

    Article  PubMed  PubMed Central  Google Scholar 

  14. Sahraian A, Javadopur A. Sleep disruption and its correlation to psychological distress among medical students. Shiraz E Med J. 2010;11:12–7.

    Google Scholar 

  15. Yin J. Comparison of academic degree and schooling length of clinical medicine between China and foreign countries [In Chinese]. China Med Educ Technol. 2016;30:502–7.

    Google Scholar 

  16. Lu GN. A comparative study based on Chinese and foreign higher medical education system [In Chinese]. Asia-Pac Educ. 2015:120.

  17. Huang ZJ, Wu YX. Medical educational model in foreign countries and schooling system reform of medical education in China [In Chinese]. Northwest Med Educ. 2007;15:573–5.

    Google Scholar 

  18. Luo BC, Shi W, Li Y, et al. Excellent doctor education and the re-orientation of the development of Chinese medical education [In Chinese]. Med Philos (A). 2016;37:74–8.

    Google Scholar 

  19. Cai Y. In the context of new medical reform policy, the employment situation of medical students and a survey of strategies. [In Chinese]. Hum Resour Dev. 2016:138–139.

  20. Krystal AD, Edinger JD. Measuring sleep quality. Sleep Med. 2008;9:S10–7.

    Article  PubMed  Google Scholar 

  21. Buysse DJ, Reynolds CF, Monk TH, et al. The Pittsburgh sleep quality index: a new instrument for psychiatric practice and research. Psychiatry Res. 1989;28:193–213.

    Article  CAS  PubMed  Google Scholar 

  22. Shim J, Kang SW. Behavioral factors related to sleep quality and duration in adults. J Lifestyle Med. 2017;7:18–26.

    Article  PubMed  PubMed Central  Google Scholar 

  23. Bertolazi AN, Fagondes SC, Hoff LS, et al. Validation of the Brazilian Portuguese version of the Pittsburgh sleep quality index. Sleep Med. 2011;12:70–5.

    Article  PubMed  Google Scholar 

  24. Doi Y, Minora M, Uchiyama M, et al. Psychometric assessment of subjective sleep quality using the Japanese version of the Pittsburgh sleep quality index (PSQI-J) in psychiatric disordered and control subjects. Psychiatry Res. 2000;97:165–72.

    Article  CAS  PubMed  Google Scholar 

  25. Liu XC, Tang MQ, Hu L, et al. Reliability and validity of the Pittsburgh sleep quality index [In Chinese]. Chin J Psychiatry. 1996;29:103–7.

    Google Scholar 

  26. Rostom A, Dubé C, Cranney A, et al. Celiac Disease. Evidence Report/Technology Assessment No. 104. Agency for Healthcare Research and Quality (US). 2004. http://www.ncbi.nlm.nih.gov/books/NBK35156/. Accessed Sept 2004.

  27. Higgins JP, Thompson SG. Quantifying heterogeneity in a meta-analysis. Stat Med. 2002;21:1539–58.

    Article  PubMed  Google Scholar 

  28. Mantel N, Haenszel W. Statistical aspects of the analysis of data from retrospective studies of disease. J Natl Cancer Inst. 1959;22:719–48.

    CAS  PubMed  Google Scholar 

  29. Der Simonian R, Laird N. Meta-analysis in clinical trials. Control Clin Trial. 1986;7:177–88.

    Article  Google Scholar 

  30. Begg CB, Mazumdar M. Operating characteristics of a rank correlation test for publication bias. Biometrics. 1994;50:1088–101.

    Article  CAS  PubMed  Google Scholar 

  31. Egger M, Davey Smith G, Schneider M, et al. Bias in meta-analysis detected by a simple, graphical test. BMJ. 1997;315:629–34.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  32. Yao XD, Shen ZF, Xiang HQ, et al. Investigation and analysis of medical students sleep quality [In Chinese]. J Jiaxing Univ. 2006;18:126–8.

    Google Scholar 

  33. Gao L, Sun HY, Jia F. Comparative analysis on sleep quality between medical and normal university students [In Chinese]. Chin J School Doctor. 2007;21:417–8.

    Google Scholar 

  34. Wei CQ. Comparative analysis on sleep quality between medical and engineering university students [In Chinese]. Chin J Sch Health. 2009;30:1027–8.

    Google Scholar 

  35. Zheng TS, Zheng YY, Mao GY, et al. The investigation of sleep quality and cognitive on college students [In Chinese]. Med Soc. 2010;23:84–6.

    Google Scholar 

  36. Chen YJ. Research on the relationship among anger, presleep through control and sleep quality of college students. [In Chinese] Master thesis, Fujian Normal University, 2011.

  37. Zhang JS. Investigation on sleeping quality of university students and its influential factors. [In Chinese] Master thesis, Wuhan University of Science and Technology, 2012.

  38. Huang L, Zhu K, Sun C, et al. Comparative analysis on sleep quality and its influencing factors between medical and non-medical undergraduate students [In Chinese]. Fudan Univ J Med Sci. 2013;40:303–8.

    Google Scholar 

  39. Luo JY, Huang JM, Wei JS, et al. Investigation on sleep quality and sleepiness of students in guangzhou college [In Chinese]. China Mod Med. 2014;21:168–74.

    Google Scholar 

  40. Zhang LL. The relationship between cyber bullying and sleep disorder among the students of three high vocational colleges in Anhui province. [In Chinese] Master thesis, Anhui Medical University, 2014.

  41. Ding J. Relationship among sleep beliefs and attitude, sleep effort, perfectionism and sleep quality in college students. [In Chinese] Master thesis, Zhengzhou University, 2015.

  42. Zheng YN, Hu W, Wen YY, et al. Quality of sleep and influencing factors among freshmen in Ganzhou [In Chinese]. Chin J Sch Health. 2017;38:57–9.

    Google Scholar 

  43. Shah M, Hasan S, Malik S, et al. Perceived stress, sources and severity of stress among medical undergraduates in a Pakistani medical school. BMC Med Educ. 2010;10:2.

    Article  PubMed  PubMed Central  Google Scholar 

  44. Purim KS, Guimarães AT, Titski AC, et al. Sleep deprivation and drowsiness of medical residents and medical students. Rev Col Bras Cir. 2016;43:438–44.

    Article  PubMed  Google Scholar 

  45. Preišegolavičiūtė E, Leskauskas D, Adomaitienė V. Associations of quality of sleep with lifestyle factors and profile of studies among Lithuanian students. Medicina (Kaunas). 2010;46:482–9.

    Google Scholar 

  46. Giri P, Baviskar M, Phalke D. Study of sleep habits and sleep problems among medical students of pravara institute of medical sciences loni, Western maharashtra, India. Ann Med Health Sci Res. 2013;3:51–4.

    Article  PubMed  PubMed Central  Google Scholar 

  47. Bruck D, Astbury J. Population study on the predictors of sleeping difficulties in young Australian women. Behav Sleep Med. 2012;10:84–95.

    Article  PubMed  Google Scholar 

  48. Zhang B, Wing YK. Sex differences in insomnia: a meta-analysis. Sleep. 2006;29:85–93.

    Article  PubMed  Google Scholar 

  49. Dyrbye LN, Thomas MR, Shanafelt TD. Medical student distress: causes, consequences, and proposed solutions. Mayo Clin Proc. 2005;80:1613–22.

    Article  PubMed  Google Scholar 

  50. Shad R, Thawani R, Goel A. Burnout and sleep quality: a cross-sectional questionnaire-based study of medical and non-medical students in India. Cureus. 2015;7:e361.

    PubMed  PubMed Central  Google Scholar 

  51. Mazurkiewicz R, Korenstein D, Fallar R, et al. The prevalence and correlations of medical student burnout in the pre-clinical years: a cross-sectional study. Psychol Health Med. 2012;17:188–95.

    Article  PubMed  Google Scholar 

  52. Waqas A, Khan S, Sharif W, et al. Association of academic stress with sleeping difficulties in medical students of a Pakistani medical school: a cross sectional survey. Peer J. 2015;3:e840.

    Article  PubMed  PubMed Central  Google Scholar 

  53. Ahrberg K, Dresler M, Niedermaier S, et al. The interaction between sleep quality and academic performance. J Psychiatr Res. 2012;46:1618–22.

    Article  CAS  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yehuan Sun.

Ethics declarations

Funding

This research received no grant from any funding agency in the public, commercial, or not-for-profit sectors.

Conflict of interest

The authors declare no conflict of interests.

Ethical approval

This article does not contain any studies with human participants or animals performed by any of the authors.

Electronic supplementary material

Below is the link to the electronic supplementary material.

41105_2017_118_MOESM1_ESM.tif

Fig. S1 Sensitivity analysis of subjective sleep quality between medical students and non-medical students (TIFF 6549 kb)

Fig. S2 Sensitivity analysis of sleep latency between medical students and non-medical students (TIFF 6549 kb)

Fig. S3 Sensitivity analysis of sleep duration between medical students and non-medical students (TIFF 6549 kb)

41105_2017_118_MOESM4_ESM.tif

Fig. S4 Sensitivity analysis of habitual sleep efficiency between medical students and non-medical students (TIFF 6549 kb)

Fig. S5 Sensitivity analysis of sleep disturbance between medical students and non-medical students (TIFF 6549 kb)

41105_2017_118_MOESM6_ESM.tif

Fig. S6 Sensitivity analysis of use of sleeping medications between medical students and non-medical students (TIFF 6549 kb)

Fig. S7 Sensitivity analysis of daytime dysfunction between medical students and non-medical students (TIFF 6549 kb)

41105_2017_118_MOESM8_ESM.tif

Fig. S8 Sensitivity analysis of the total scores of PSQI between medical students and non-medical students (TIFF 6549 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Yu, D., Ren, Q., Dong, B. et al. The sleep quality of medical students in China: a meta-analysis. Sleep Biol. Rhythms 15, 299–310 (2017). https://doi.org/10.1007/s41105-017-0118-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s41105-017-0118-6

Keywords

Navigation