Changes in sleep quality and sleep disturbances in the general population from before to during the COVID-19 lockdown: A systematic review and meta-analysis

Introduction This systematic review and meta-analysis aims to explore changes in sleep quality and sleep disturbances in the general population from before to during the COVID-19 lockdown. Methods The protocol was registered in PROSPERO (CRD42021256378) and the PRISMA guidelines were followed. The major databases and gray literature were systematically searched from inception to 28/05/2021 to identify observational studies evaluating sleep changes in the general population during the lockdown with respect to the pre-lockdown period. A random effects meta-analysis was undertaken for studies reporting (a) the means of the Pittsburgh Sleep Quality Index (PSQI) global scores or the means of the sleep onset latency (SOL) times (minutes - min) before and during the lockdown, (b) the percentages of poor sleep quality before and during the lockdown, or (c) the percentages of changes in sleep quality. Subgroup analysis by risk of bias and measurement tool utilized was carried out. A narrative synthesis on sleep efficiency, sleep disturbances, insomnia and sleep medication consumption was also performed. Results Sixty-three studies were included. A decline in sleep quality, reflected in a pooled increase in the PSQI global scores (standardized mean difference (SMD) = 0.26; 95% CI 0.17–0.34) and in SOL (SMD = 0.38 min; 95% CI 0.30–0.45) were found. The percentage of individuals with poor sleep quality increased during the lockdown (pooled relative risk 1.4; 95% CI 1.24–1.61). Moreover, 57.3% (95% CI 50.01–61.55) of the individuals reported a change in sleep quality; in 37.3% (95% CI 34.27–40.39) of these, it was a worsening. The studies included in the systematic review reported a decrease in sleep efficiency and an increase in sleep disturbances, insomnia, and in sleep medication consumption. Discussion Timely interventions are warranted in view of the decline in sleep quality and the increase in sleep disturbances uncovered and their potentially negative impact on health. Further research and in particular longitudinal studies using validated instruments examining the long-term impact of the lockdown on sleep variables is needed. Systematic review registration https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42021256378, identifier CRD42021256378.

[1]  R. Kessler,et al.  The Impact of the COVID-19 Pandemic and Associated Control Measures on the Mental Health of the General Population , 2022, Annals of Internal Medicine.

[2]  M. Terraneo,et al.  The prevalence of insomnia in different COVID-19 policy phases: Longitudinal evidence from ITA.LI – Italian Lives , 2022, BMC Public Health.

[3]  Xiang Ma,et al.  Association of sleep-related disorders with cardiovascular disease among adults in the United States: A cross-sectional study based on national health and nutrition examination survey 2005–2008 , 2022, Frontiers in Cardiovascular Medicine.

[4]  G. Plazzi,et al.  Subjective sleep alterations in healthy subjects worldwide during COVID-19 pandemic: A systematic review, meta-analysis and meta-regression , 2022, Sleep Medicine.

[5]  Ahmad F. Alenezi,et al.  The prevalence and severity of insomnia symptoms during COVID-19: A global systematic review and individual participant data meta-analysis , 2022, Sleep medicine.

[6]  Kirsi-Marja Zitting,et al.  Increased sleep duration and delayed sleep timing during the COVID-19 pandemic , 2022, Scientific Reports.

[7]  S. Czaja,et al.  Loneliness before and during the COVID-19 pandemic: A systematic review with meta-analysis. , 2022, The American psychologist.

[8]  Sohee Park,et al.  Association between sleep quality and depressive symptoms. , 2022, Journal of affective disorders.

[9]  Xiancang Ma,et al.  Sleep Efficiency May Predict Depression in a Large Population-Based Study , 2022, Frontiers in Psychiatry.

[10]  E. Stuart,et al.  Association of Non-Pharmaceutical Interventions to Reduce the Spread of SARS-CoV-2 With Anxiety and Depressive Symptoms: A Multi-National Study of 43 Countries , 2022, International Journal of Public Health.

[11]  Teodora Maksimovic,et al.  The association between COVID-19 policy responses and mental well-being: Evidence from 28 European countries , 2022, Social Science & Medicine.

[12]  Kathrin Wunsch,et al.  Changes in Physical Activity Patterns Due to the Covid-19 Pandemic: A Systematic Review and Meta-Analysis , 2022, International journal of environmental research and public health.

[13]  Y. Sumi,et al.  Prolonged Sleep Latency and Reduced REM Latency Are Associated with Depressive Symptoms in a Japanese Working Population , 2022, International journal of environmental research and public health.

[14]  Ahmad F. Alenezi,et al.  Sleep disturbances during the COVID-19 pandemic: A systematic review, meta-analysis, and meta-regression , 2022, Sleep Medicine Reviews.

[15]  G. Plazzi,et al.  The Relationship Between Resilience and Sleep Quality During the Second Wave of the COVID-19 Pandemic: A Longitudinal Study , 2022, Nature and science of sleep.

[16]  A. Pakpour,et al.  Gender‐specific estimates of sleep problems during the COVID‐19 pandemic: Systematic review and meta‐analysis , 2021, Sleep Medicine.

[17]  M. Siemiński,et al.  Sleep and daytime problems during the COVID-19 pandemic and effects of coronavirus infection, confinement and financial suffering: a multinational survey using a harmonised questionnaire , 2021, BMJ Open.

[18]  Reed J. D. Sorensen,et al.  Global prevalence and burden of depressive and anxiety disorders in 204 countries and territories in 2020 due to the COVID-19 pandemic , 2021, The Lancet.

[19]  G. Ficca,et al.  Dissociated profiles of sleep timing and sleep quality changes across the first and second wave of the COVID-19 pandemic , 2021, Journal of Psychiatric Research.

[20]  G. Úrrutia,et al.  The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. , 2021, Revista espanola de cardiologia.

[21]  J. Rowley,et al.  Sleep is essential to health: an American Academy of Sleep Medicine position statement. , 2021, Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine.

[22]  A. Schlarb,et al.  Sleep and stress in times of the COVID‐19 pandemic: The role of personal resources , 2021, Applied psychology. Health and well-being.

[23]  T. Wongpakaran,et al.  Global prevalence of mental health issues among the general population during the coronavirus disease-2019 pandemic: a systematic review and meta-analysis , 2021, Scientific Reports.

[24]  A. Okely,et al.  Changes in physical activity and sleep habits among adults in Russian Federation during COVID-19: a cross-sectional study , 2021, BMC Public Health.

[25]  A. Tahrani,et al.  Lifestyle changes associated with COVID-19 quarantine among young Saudi women: A prospective study , 2021, PloS one.

[26]  J. Serra-Negra,et al.  The impact of social distancing caused by the COVID-19 pandemic in dietary and sleep features of graduate and postgraduate university students with different chronotype profiles , 2021, Biological Rhythm Research.

[27]  M. Urpi-Sardà,et al.  Effect of COVID-19 Lockdown on Dietary Habits and Lifestyle of Food Science Students and Professionals from Spain , 2021, Nutrients.

[28]  B. Leipold,et al.  Well‐being and sleep in stressful times of the COVID‐19 pandemic: Relations to worrying and different coping strategies , 2021, Stress and health : journal of the International Society for the Investigation of Stress.

[29]  Jodie C. Stevenson,et al.  The role of the COVID-19 pandemic in altered psychological well-being, mental health and sleep: an online cross-sectional study , 2021, Psychology, health & medicine.

[30]  J. Steinacker,et al.  Sleep Quality and Physical Activity as Predictors of Mental Wellbeing Variance in Older Adults during COVID-19 Lockdown: ECLB COVID-19 International Online Survey , 2021, International journal of environmental research and public health.

[31]  M. Elhadi,et al.  Psychological Health, Sleep Quality, Behavior, and Internet Use Among People During the COVID-19 Pandemic: A Cross-Sectional Study , 2021, Frontiers in Psychiatry.

[32]  O. Tüscher,et al.  Mental burden and its risk and protective factors during the early phase of the SARS-CoV-2 pandemic: systematic review and meta-analyses , 2021, Globalization and Health.

[33]  E. Mayo-Wilson,et al.  The PRISMA 2020 statement: an updated guideline for reporting systematic reviews , 2021, BMJ.

[34]  J. Pépin,et al.  Greatest changes in objective sleep architecture during COVID-19 lockdown in night owls with increased REM sleep , 2021, Sleep.

[35]  Mary C. Jobe,et al.  COVID-19 fear, stress, sleep quality and coping activities during lockdown, and personality traits: A person-centered approach analysis , 2021, Personality and Individual Differences.

[36]  J. Twenge,et al.  Sleep characteristics of U.S. adults before and during the COVID-19 pandemic , 2021, Social Science & Medicine.

[37]  M. Grandner,et al.  Changes in sleep duration, timing, and variability during the COVID-19 pandemic: Large-scale Fitbit data from 6 major US cities , 2021, Sleep Health.

[38]  B. Yan,et al.  Objective Sleep Efficiency Predicts Cardiovascular Disease in a Community Population: The Sleep Heart Health Study , 2021, Journal of the American Heart Association.

[39]  J. Ryan,et al.  Individual differences and changes in lifestyle behaviours predict decreased subjective well-being during COVID-19 restrictions in an Australian sample , 2021, Journal of public health.

[40]  A. Rainoldi,et al.  Relation among Perceived Weight Change, Sedentary Activities and Sleep Quality during COVID-19 Lockdown: A Study in an Academic Community in Northern Italy , 2021, International journal of environmental research and public health.

[41]  R. Fernández‐Ballesteros,et al.  Health, Psycho-Social Factors, and Ageism in Older Adults in Spain during the COVID-19 Pandemic , 2021, Healthcare.

[42]  A. Pop,et al.  THE IMPACT OF COVID-19 LOCKDOWN ON THE LIFESTYLE AND DIETARY PATTERNS AMONG ROMANIAN POPULATION , 2021, FARMACIA.

[43]  Guan Luo,et al.  Psychological State Among the General Chinese Population Before and During the COVID-19 Epidemic: A Network Analysis , 2021, Frontiers in Psychiatry.

[44]  H. Tenenbaum,et al.  Effects of the COVID-19 lockdown on mental health, wellbeing, sleep, and alcohol use in a UK student sample , 2021, Psychiatry Research.

[45]  E. Borella,et al.  Self-reported sleep quality and dysfunctional sleep-related beliefs in young and older adults: changes in times of COVID-19 lockdown , 2021, Sleep Medicine.

[46]  J. Ayuso-Mateos,et al.  Changes in Health Behaviors, Mental and Physical Health among Older Adults under Severe Lockdown Restrictions during the COVID-19 Pandemic in Spain , 2021, medRxiv.

[47]  Jie Zhou,et al.  “Stay-at-Home” Lifestyle Effect on Weight Gain during the COVID-19 Outbreak Confinement in China , 2021, International journal of environmental research and public health.

[48]  C. Demetriou,et al.  Lifestyle habits of adults during the COVID-19 pandemic lockdown in Cyprus: evidence from a cross-sectional study , 2021, BMC Public Health.

[49]  D. Tempesta,et al.  Sleeping under the waves: A longitudinal study across the contagion peaks of the COVID‐19 pandemic in Italy , 2021, medRxiv.

[50]  C. Ayán,et al.  [Effect of confinement during COVID-19 outbreak on sleep quality in Galicia.] , 2021, Revista espanola de salud publica.

[51]  M. al’Absi,et al.  Resilience and the Role of Depressed and Anxious Mood in the Relationship Between Perceived Social Isolation and Perceived Sleep Quality During the COVID-19 Pandemic , 2021, International Journal of Behavioral Medicine.

[52]  G. Prati,et al.  The psychological impact of COVID-19 pandemic lockdowns: a review and meta-analysis of longitudinal studies and natural experiments , 2021, Psychological Medicine.

[53]  Nicola Perra,et al.  Non-pharmaceutical interventions during the COVID-19 pandemic: A review , 2020, Physics Reports.

[54]  J. Steinacker,et al.  Globally altered sleep patterns and physical activity levels by confinement in 5056 individuals: ECLB COVID-19 international online survey , 2020, Biology of sport.

[55]  C. Schmidt,et al.  Changes in sleep timing and subjective sleep quality during the COVID-19 lockdown in Italy and Belgium: age, gender and working status as modulating factors , 2020, Sleep Medicine.

[56]  D. Suárez-Iglesias,et al.  Physical activity, dietary habits and sleep quality before and during COVID-19 lockdown: A longitudinal study , 2020, Appetite.

[57]  E. Boyland,et al.  Obesity, eating behavior and physical activity during COVID-19 lockdown: A study of UK adults , 2020, Appetite.

[58]  J. Steinacker,et al.  Effects of home confinement on mental health and lifestyle behaviours during the COVID-19 outbreak: insights from the ECLB-COVID19 multicentre study , 2020, Biology of sport.

[59]  Afifa Tanweer,et al.  Evidence From a Cross-sectional Study in Lahore, Pakistan , 2021 .

[60]  J. Corley,et al.  Change in Physical Activity, Sleep Quality, and Psychosocial Variables during COVID-19 Lockdown: Evidence from the Lothian Birth Cohort 1936 , 2020, International journal of environmental research and public health.

[61]  V. Bacaro,et al.  Insomnia in the Italian Population During Covid-19 Outbreak: A Snapshot on One Major Risk Factor for Depression and Anxiety , 2020, Frontiers in Psychiatry.

[62]  R. Ritti-Dias,et al.  Reduction of Physical Activity Levels During the COVID-19 Pandemic Might Negatively Disturb Sleep Pattern , 2020, Frontiers in Psychology.

[63]  P. Puccinelli,et al.  Sleep During “Lockdown” in the COVID-19 Pandemic , 2020, International journal of environmental research and public health.

[64]  Amjad H. Jarrar,et al.  Assessment of eating habits and lifestyle during the coronavirus 2019 pandemic in the Middle East and North Africa region: a cross-sectional study , 2020, British Journal of Nutrition.

[65]  Mario Del Líbano,et al.  Influence of Confinement by COVID-19 on the Quality of Sleep and the Interests of University Students , 2020, Nature and science of sleep.

[66]  Amjad H. Jarrar,et al.  Eating Habits and Lifestyle during COVID-19 Lockdown in the United Arab Emirates: A Cross-Sectional Study , 2020, Nutrients.

[67]  M. Vitiello,et al.  Sleep problems during COVID-19 pandemic by population: a systematic review and meta-analysis. , 2020, Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine.

[68]  P. Manganotti,et al.  Smart technology for physical activity and health assessment during COVID-19 lockdown. , 2020, The Journal of sports medicine and physical fitness.

[69]  D. Tempesta,et al.  Changes of evening exposure to electronic devices during the COVID-19 lockdown affect the time course of sleep disturbances , 2020, medRxiv.

[70]  R. Fantin,et al.  Behavioral Changes During COVID-19 Confinement in France: A Web-Based Study , 2020, International journal of environmental research and public health.

[71]  Jaclyn P. Maher,et al.  Physical activity is positively associated with college students' positive affect regardless of stressful life events during the COVID-19 pandemic , 2020, Psychology of Sport and Exercise.

[72]  M. Miguel,et al.  Physical and Psychological Effects Related to Food Habits and Lifestyle Changes Derived from COVID-19 Home Confinement in the Spanish Population , 2020, Nutrients.

[73]  Ramanjan Sinha,et al.  Association of mid sleep time and social jetlag with psychosocial behaviour of Indian population during COVID-19 lockdown , 2020, Journal of Public Health Research.

[74]  J. Carter,et al.  Sex differences in self-report anxiety and sleep quality during COVID-19 stay-at-home orders , 2020, Biology of sex differences.

[75]  Corby K. Martin,et al.  The Impact of COVID‐19 Stay‐At‐Home Orders on Health Behaviors in Adults , 2020, Obesity.

[76]  E. V. van Someren,et al.  Sleep quality during the COVID-19 pandemic: not one size fits all , 2020, Sleep Medicine.

[77]  A. Kumari,et al.  Impact of COVID-19 on lifestyle-related behaviours- a cross-sectional audit of responses from nine hundred and ninety-five participants from India , 2020, Diabetes & Metabolic Syndrome: Clinical Research & Reviews.

[78]  G. Leschziner,et al.  Impact of the novel coronavirus (COVID-19) pandemic on sleep , 2020, Journal of thoracic disease.

[79]  S. Katikireddi,et al.  Mental health and health behaviours before and during the initial phase of the COVID-19 lockdown: longitudinal analyses of the UK Household Longitudinal Study , 2020, Journal of Epidemiology & Community Health.

[80]  G. Dalleau,et al.  The importance of sleep and physical activity on well-being during COVID-19 lockdown: reunion island as a case study , 2020, Sleep Medicine.

[81]  M. Nitsche,et al.  Negative impact of COVID-19 pandemic on sleep quantitative parameters, quality, and circadian alignment: Implications for health and psychological well-being , 2020, EXCLI journal.

[82]  L. Kheirandish-Gozal,et al.  Escalation of sleep disturbances amid the COVID-19 pandemic: a cross-sectional international study. , 2020, Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine.

[83]  M. Teufel,et al.  Sleep disturbances, fear, and generalized anxiety during the COVID-19 shut down phase in Germany: relation to infection rates, deaths, and German stock index DAX , 2020, Sleep Medicine.

[84]  Christopher J. Hand,et al.  Changes in Diet, Sleep, and Physical Activity Are Associated With Differences in Negative Mood During COVID-19 Lockdown , 2020, Frontiers in Psychology.

[85]  E. Dooley,et al.  Health Behavior Changes During COVID-19 Pandemic and Subsequent “Stay-at-Home” Orders , 2020, International journal of environmental research and public health.

[86]  C. Invitti,et al.  Determinants of the Lifestyle Changes during COVID-19 Pandemic in the Residents of Northern Italy , 2020, International journal of environmental research and public health.

[87]  S. Wong,et al.  COVID-19 Pandemic Brings a Sedentary Lifestyle in Young Adults: A Cross-Sectional and Longitudinal Study , 2020, International journal of environmental research and public health.

[88]  Yanxiang Yang,et al.  Bidirectional Influence of the COVID-19 Pandemic Lockdowns on Health Behaviors and Quality of Life among Chinese Adults , 2020, International journal of environmental research and public health.

[89]  T. Joiner,et al.  A Meta-Analysis of the Relationship Between Sleep Problems and Loneliness , 2020, Clinical Psychological Science.

[90]  B. Sañudo,et al.  Objectively-Assessed Physical Activity, Sedentary Behavior, Smartphone Use, and Sleep Patterns Pre- and during-COVID-19 Quarantine in Young Adults from Spain , 2020, Sustainability.

[91]  S. Sahu,et al.  COVID-19 pandemic and lockdown: cause of sleep disruption, depression, somatic pain, and increased screen exposure of office workers and students of India , 2020, Chronobiology international.

[92]  L. Ferini-Strambi,et al.  Impact of COVID-19 lockdown on sleep quality in university students and administration staff , 2020, Journal of Neurology.

[93]  M. Sigman,et al.  Effects of lockdown on human sleep and chronotype during the COVID-19 pandemic , 2020, Current Biology.

[94]  P. Dalal,et al.  Changes in sleep pattern and sleep quality during COVID-19 lockdown , 2020, Indian journal of psychiatry.

[95]  O. Bruni,et al.  Letter to editor: CoVID-19 pandemic and sleep disorders—a web survey in Italy , 2020, Neurological Sciences.

[96]  D. Léger,et al.  Covid‐19 health crisis and lockdown associated with high level of sleep complaints and hypnotic uptake at the population level , 2020, Journal of sleep research.

[97]  M. Scullin,et al.  Sleep health early in the coronavirus disease 2019 (COVID-19) outbreak in the United States: integrating longitudinal, cross-sectional, and retrospective recall data , 2020, Sleep Medicine.

[98]  C. Cajochen,et al.  Effects of the COVID-19 lockdown on human sleep and rest-activity rhythms , 2020, Current Biology.

[99]  M. Chee,et al.  COVID-19-related mobility reduction: heterogenous effects on sleep and physical activity rhythms , 2020, Sleep.

[100]  M. Hotopf,et al.  Says who? The significance of sampling in mental health surveys during COVID-19 , 2020, The Lancet Psychiatry.

[101]  C. Vandelanotte,et al.  Depression, Anxiety and Stress during COVID-19: Associations with Changes in Physical Activity, Sleep, Tobacco and Alcohol Use in Australian Adults , 2020, International journal of environmental research and public health.

[102]  Rui Chen,et al.  The immediate impact of the 2019 novel coronavirus (COVID-19) outbreak on subjective sleep status , 2020, Sleep Medicine.

[103]  Natale Canale,et al.  Changes in sleep pattern, sense of time and digital media use during COVID‐19 lockdown in Italy , 2020, Journal of sleep research.

[104]  Ruiying Li,et al.  Dose-response association of sleep quality with anxiety symptoms in Chinese rural population: the Henan rural cohort , 2020, BMC Public Health.

[105]  Daniel J. Taylor,et al.  Insomnia and cognitive performance: A systematic review and meta-analysis. , 2019, Sleep medicine reviews.

[106]  Zhengming Chen,et al.  Insomnia symptoms and risk of cardiovascular diseases among 0.5 million adults , 2019, Neurology.

[107]  Ilene M Rosen,et al.  Polysomnography for Obstructive Sleep Apnea Should Include Arousal-Based Scoring: An American Academy of Sleep Medicine Position Statement. , 2018, Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine.

[108]  G. Sporiš,et al.  The Associations between Sleep Duration and Sleep Quality with Body-Mass Index in a Large Sample of Young Adults , 2018, International journal of environmental research and public health.

[109]  M. Delgado-Rodríguez,et al.  Systematic review and meta-analysis. , 2017, Medicina intensiva.

[110]  Jaap Lancee,et al.  Cognitive and behavioral therapies in the treatment of insomnia: A meta-analysis. , 2017, Sleep medicine reviews.

[111]  Claudio Luchini,et al.  Assessing the quality of studies in meta-analyses: Advantages and limitations of the Newcastle Ottawa Scale , 2017 .

[112]  C. Pan,et al.  Self-Reported Sleep Quality, Duration, and Health-Related Quality of Life in Older Chinese: Evidence From a Rural Town in Suzhou, China. , 2017, Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine.

[113]  Goran Medic,et al.  Short- and long-term health consequences of sleep disruption , 2017, Nature and science of sleep.

[114]  Andrew Krystal,et al.  National Sleep Foundation's sleep quality recommendations: first report☆ , 2017, Sleep health.

[115]  Y. Gan,et al.  Insomnia and the risk of depression: a meta-analysis of prospective cohort studies , 2016, BMC Psychiatry.

[116]  Young Sik Kim,et al.  The Effect of Sleep Quality on the Development of Type 2 Diabetes in Primary Care Patients , 2016, Journal of Korean medical science.

[117]  G. Parati,et al.  Panethnic Differences in Blood Pressure in Europe: A Systematic Review and Meta-Analysis , 2016, PloS one.

[118]  藤倉雄二,et al.  わが国における成人市中肺炎原因微生物についてのsystematic review/meta‐analysis , 2016 .

[119]  K. Sawada,et al.  Relationship between self-reported sleep quality and metabolic syndrome in general population , 2014, BMC Public Health.

[120]  P. Tugwell,et al.  The Newcastle-Ottawa Scale (NOS) for Assessing the Quality of Nonrandomised Studies in Meta-Analyses , 2014 .

[121]  R. Karl Rethemeyer,et al.  Network analysis , 2011 .

[122]  R. Roberts,et al.  A Systematic Review Assessing Bidirectionality between Sleep Disturbances, Anxiety, and Depression. , 2013, Sleep.

[123]  Maja O’Connor LONGITUDINAL STUDY , 2013 .

[124]  F. Schmidt Meta-Analysis , 2008 .

[125]  Pedagógia,et al.  Cross Sectional Study , 2019 .

[126]  J. Manson,et al.  Prospective Study of , 2007 .

[127]  D. Altman,et al.  Measuring inconsistency in meta-analyses , 2003, BMJ : British Medical Journal.

[128]  C. Morin,et al.  Validation of the Insomnia Severity Index as an outcome measure for insomnia research. , 2001, Sleep medicine.

[129]  G. Smith,et al.  Bias in meta-analysis detected by a simple, graphical test , 1997, BMJ.

[130]  Shaun Wilson,et al.  First report , 1992 .

[131]  Daniel J Buysse,et al.  The Pittsburgh sleep quality index: A new instrument for psychiatric practice and research , 1989, Psychiatry Research.

[132]  Robert C. Wolpert,et al.  A Review of the , 1985 .

[133]  Junshi Chen,et al.  A 10-year cohort , 2022 .