Global prevalence and burden of depressive and anxiety disorders in 204 countries and territories in 2020 due to the COVID-19 pandemic

COVID-19 Mental Disorders Collaborators, Damian F Santomauro, Ana M Mantilla Herrera, Jamileh Shadid, Peng Zheng, Charlie Ashbaugh, David M Pigott, Cristiana Abbafati, Christopher Adolph, Joanne O Amlag, Aleksandr Y Aravkin, Bree L Bang-Jensen, Gregory J Bertolacci, Sabina S Bloom, Rachel Castellano, Emma Castro, Suman Chakrabarti, Jhilik Chattopadhyay, Rebecca M Cogen, James K Collins, Xiaochen Dai, William James Dangel, Carolyn Dapper, Amanda Deen, Megan Erickson, Samuel B Ewald, Abraham D Flaxman, Joseph Jon Frostad, Nancy Fullman, John R Giles, Ababi Zergaw Giref, Gaorui Guo, Jiawei He, Monika Helak, Erin N Hulland, Bulat Idrisov, Akiaja Lindstrom, Emily Linebarger, Paulo A Lotufo, Rafael Lozano, Beatrice Magistro, Deborah Carvalho Malta, Johan C Månsson, Fatima Marinho, Ali H Mokdad, Lorenzo Monasta, Paulami Naik, Shuhei Nomura, James Kevin O'Halloran, Samuel M Ostroff, Maja Pasovic, Louise Penberthy, Robert C Reiner Jr, Grace Reinke, Antonio Luiz P Ribeiro, Aleksei Sholokhov, Reed J D Sorensen, Elena Varavikova, Anh Truc Vo, Rebecca Walcott, Stefanie Watson, Charles Shey Wiysonge, Bethany Zigler, Simon I Hay, Theo Vos, Christopher J L Murray, Harvey A Whiteford, Alize J Ferrari, COVID-19 Mental Disorders Collaborators, Damian F Santomauro, Ana M Mantilla Herrera, Jamileh Shadid, Peng Zheng, Charlie Ashbaugh, David M Pigott, Cristiana Abbafati, Christopher Adolph, Joanne O Amlag, Aleksandr Y Aravkin, Bree L Bang-Jensen, Gregory J Bertolacci, Sabina S Bloom, Rachel Castellano, Emma Castro, Suman Chakrabarti, Jhilik Chattopadhyay, Rebecca M Cogen, James K Collins, Xiaochen Dai, William James Dangel, Carolyn Dapper, Amanda Deen, Megan Erickson, Samuel B Ewald, Abraham D Flaxman, Joseph Jon Frostad, Nancy Fullman, John R Giles, Ababi Zergaw Giref, Gaorui Guo, Jiawei He, Monika Helak, Erin N Hulland, Bulat Idrisov, Akiaja Lindstrom, Emily Linebarger, Paulo A Lotufo, Rafael Lozano, Beatrice Magistro, Deborah Carvalho Malta, Johan C Månsson, Fatima Marinho, Ali H Mokdad, Lorenzo Monasta, Paulami Naik, Shuhei Nomura, James Kevin O'Halloran, Samuel M Ostroff, Maja Pasovic, Louise Penberthy, Robert C Reiner Jr, Grace Reinke, Antonio Luiz P Ribeiro, Aleksei Sholokhov, Reed J D Sorensen, Elena Varavikova, Anh Truc Vo, Rebecca Walcott, Stefanie Watson, Charles Shey Wiysonge, Bethany Zigler, Simon I Hay, Theo Vos, Christopher J L Murray, Harvey A Whiteford, Alize J Ferrari

Abstract

Background: Before 2020, mental disorders were leading causes of the global health-related burden, with depressive and anxiety disorders being leading contributors to this burden. The emergence of the COVID-19 pandemic has created an environment where many determinants of poor mental health are exacerbated. The need for up-to-date information on the mental health impacts of COVID-19 in a way that informs health system responses is imperative. In this study, we aimed to quantify the impact of the COVID-19 pandemic on the prevalence and burden of major depressive disorder and anxiety disorders globally in 2020.

Methods: We conducted a systematic review of data reporting the prevalence of major depressive disorder and anxiety disorders during the COVID-19 pandemic and published between Jan 1, 2020, and Jan 29, 2021. We searched PubMed, Google Scholar, preprint servers, grey literature sources, and consulted experts. Eligible studies reported prevalence of depressive or anxiety disorders that were representative of the general population during the COVID-19 pandemic and had a pre-pandemic baseline. We used the assembled data in a meta-regression to estimate change in the prevalence of major depressive disorder and anxiety disorders between pre-pandemic and mid-pandemic (using periods as defined by each study) via COVID-19 impact indicators (human mobility, daily SARS-CoV-2 infection rate, and daily excess mortality rate). We then used this model to estimate the change from pre-pandemic prevalence (estimated using Disease Modelling Meta-Regression version 2.1 [known as DisMod-MR 2.1]) by age, sex, and location. We used final prevalence estimates and disability weights to estimate years lived with disability and disability-adjusted life-years (DALYs) for major depressive disorder and anxiety disorders.

Findings: We identified 5683 unique data sources, of which 48 met inclusion criteria (46 studies met criteria for major depressive disorder and 27 for anxiety disorders). Two COVID-19 impact indicators, specifically daily SARS-CoV-2 infection rates and reductions in human mobility, were associated with increased prevalence of major depressive disorder (regression coefficient [B] 0·9 [95% uncertainty interval 0·1 to 1·8; p=0·029] for human mobility, 18·1 [7·9 to 28·3; p=0·0005] for daily SARS-CoV-2 infection) and anxiety disorders (0·9 [0·1 to 1·7; p=0·022] and 13·8 [10·7 to 17·0; p<0·0001]. Females were affected more by the pandemic than males (B 0·1 [0·1 to 0·2; p=0·0001] for major depressive disorder, 0·1 [0·1 to 0·2; p=0·0001] for anxiety disorders) and younger age groups were more affected than older age groups (-0·007 [-0·009 to -0·006; p=0·0001] for major depressive disorder, -0·003 [-0·005 to -0·002; p=0·0001] for anxiety disorders). We estimated that the locations hit hardest by the pandemic in 2020, as measured with decreased human mobility and daily SARS-CoV-2 infection rate, had the greatest increases in prevalence of major depressive disorder and anxiety disorders. We estimated an additional 53·2 million (44·8 to 62·9) cases of major depressive disorder globally (an increase of 27·6% [25·1 to 30·3]) due to the COVID-19 pandemic, such that the total prevalence was 3152·9 cases (2722·5 to 3654·5) per 100 000 population. We also estimated an additional 76·2 million (64·3 to 90·6) cases of anxiety disorders globally (an increase of 25·6% [23·2 to 28·0]), such that the total prevalence was 4802·4 cases (4108·2 to 5588·6) per 100 000 population. Altogether, major depressive disorder caused 49·4 million (33·6 to 68·7) DALYs and anxiety disorders caused 44·5 million (30·2 to 62·5) DALYs globally in 2020.

Interpretation: This pandemic has created an increased urgency to strengthen mental health systems in most countries. Mitigation strategies could incorporate ways to promote mental wellbeing and target determinants of poor mental health and interventions to treat those with a mental disorder. Taking no action to address the burden of major depressive disorder and anxiety disorders should not be an option.

Funding: Queensland Health, National Health and Medical Research Council, and the Bill and Melinda Gates Foundation.

Conflict of interest statement

Declaration of interests C Adolph reports support from the Benifcus Foundation. A Flaxman holds stock in Agathos, and consults and advises Janssen, SwissRe, Sanofi, and Merck for Mothers on simulation modeling, outside of the submitted work. S Nomura reports support from the Ministry of Education, Culture, Sports, Science and Technology of Japan. All other authors declare no competing interests.

Copyright © 2021 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license. Published by Elsevier Ltd.. All rights reserved.

Figures

Figure 1
Figure 1
Global prevalence of major depressive disorder (A) and anxiety disorders (B) before and after adjustment for (ie, during) the COVID-19 pandemic, 2020, by age and sex
Figure 2
Figure 2
Change in the prevalence of major depressive disorder after adjustment for (ie, during) the COVID−19 pandemic, 2020
Figure 3
Figure 3
Change in the prevalence of anxiety disorders after adjustment for (ie, during) the COVID−19 pandemic, 2020
Figure 4
Figure 4
Global burden of major depressive disorder and anxiety disorders by age and sex, 2020 Baseline refers to pre-pandemic DALYs and additional refers to additional burden due to the COVID−19 pandemic. DALYs=disability-adjusted life-years.

References

    1. GBD 2019 Disease and Injuries Collaborators Global burden of 369 diseases and injuries in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019. Lancet. 2020;396:1204–1222.
    1. GBD 2019 Mental Disorders Collaborators. Global, regional, and national burden of mental disorders in 204 countries and territories, 1990–2019: a systematic analysis from the Global Burden of Disease Study 2019. Lancet Psychiatry (in press).
    1. Patel V, Chisholm D, Parikh R, et al. Addressing the burden of mental, neurological, and substance use disorders: key messages from Disease Control Priorities, 3rd edition. Lancet. 2016;387:1672–1685.
    1. Kola L, Kohrt BA, Hanlon C, et al. COVID-19 mental health impact and responses in low-income and middle-income countries: reimagining global mental health. Lancet Psychiatry. 2021;8:535–550.
    1. Institute for Health Metrics and Evaluation . Institute for Health Metrics and Evaluation, University of Washington; Seattle, WA: 2020. COVID-19 projections.
    1. Stevens GA, Alkema L, Black RE, et al. Guidelines for Accurate and Transparent Health Estimates Reporting: the GATHER statement. PLoS Med. 2016;13
    1. American Psychiatric Association . 4th edn, text revised. American Psychiatric Association; Washington, DC: 2000. Diagnostic and statistical manual of mental disorder: DSM-IV-TR.
    1. WHO . World Health Organization; Geneva: 1992. The ICD-10 Classification of Mental and Behavioural Disorders: clinical descriptions and diagnostic guidelines.
    1. Page MJ, McKenzie JE, Bossuyt PM, et al. The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ. 2021;372:n71.
    1. Lavrakas PJ. Encyclopedia of survey research methods. Sage Publications; Thousand Oaks, CA: 2008. Quota sampling.
    1. Heen M, Lieberman J, Miethe T. UNLV Center for Crime and Justice Policy; 2014. A comparison of different online sampling approaches for generating national samples.
    1. Levay KE, Freese J, Druckman JN. The demographic and political composition of Mechanical Turk samples. SAGE Open. 2016;6 2158244016636433.
    1. Institute for Health Metrics and Evaluation COVID-19 Forecasting Team Modeling COVID-19 scenarios for the United States. Nat Med. 2021;27:94–105.
    1. Flaxman AD, Vos T, Murray CJL. 1st edn. University of Washington Press; Seattle, WA: 2015. An integrative metaregression framework for descriptive epidemiology.
    1. Burstein R, Fleming T, Haagsma J, Salomon JA, Vos T, Murray CJL. Estimating distributions of health state severity for the Global Burden of Disease Study. Popul Health Metr. 2015;13:31.
    1. Zheng P, Barber R, Sorensen RJD, Murray CJL, Aravkin AY. Trimmed constrained mixed effects models: formulations and algorithms. J Comput Graph Stat. 2021 doi: 10.1080/10618600.2020.1868303. published online Feb 12.
    1. UN . United Nations; April 9, 2020. Policy brief: the impact of COVID-19 on women.
    1. Wenham C, Smith J, Davies SE, et al. Women are most affected by pandemics - lessons from past outbreaks. Nature. 2020;583:194–198.
    1. Burki T. The indirect impact of COVID-19 on women. Lancet Infect Dis. 2020;20:904–905.
    1. Piquero AR, Jennings WG, Jemison E, Kaukinen C, Knaul FM. Domestic violence during the COVID-19 pandemic - evidence from a systematic review and meta-analysis. J Crim Justice. 2021;74
    1. Arenas-Arroyo E, Fernandez-Kranz D, Nollenberger N. Intimate partner violence under forced cohabitation and economic stress: evidence from the COVID-19 pandemic. J Public Econ. 2021;194
    1. UNESCO . UNESCO; 2021. Education: from disruption to recovery.
    1. Bell DNF, Blanchflower DG. Young people and the Great Recession. Oxf Rev Econ Policy. 2011;27:241–267.
    1. Frasquilho D, Matos MG, Salonna F, et al. Mental health outcomes in times of economic recession: a systematic literature review. BMC Public Health. 2016;16:115.
    1. Economou M, Madianos M, Peppou LE, Patelakis A, Stefanis CN. Major depression in the era of economic crisis: a replication of a cross-sectional study across Greece. J Affect Disord. 2013;145:308–314.
    1. Madianos M, Economou M, Alexiou T, Stefanis C. Depression and economic hardship across Greece in 2008 and 2009: two cross-sectional surveys nationwide. Soc Psychiatry Psychiatr Epidemiol. 2011;46:943–952.
    1. Lee S, Guo WJ, Tsang A, et al. Evidence for the 2008 economic crisis exacerbating depression in Hong Kong. J Affect Disord. 2010;126:125–133.
    1. Clarke DM, Currie KC. Depression, anxiety and their relationship with chronic diseases: a review of the epidemiology, risk and treatment evidence. Med J Aust. 2009;190:S54–S60.
    1. Moitra M, Santomauro D, Degenhardt L, et al. Estimating the risk of suicide associated with mental disorders: a systematic review and meta-regression analysis. J Psychiatr Res. 2021;137:242–249.
    1. Pirkis J, John A, Shin S, et al. Suicide trends in the early months of the COVID-19 pandemic: an interrupted time-series analysis of preliminary data from 21 countries. Lancet Psychiatry. 2021;8:579–588.
    1. Tanaka T, Okamoto S. Increase in suicide following an initial decline during the COVID-19 pandemic in Japan. Nat Hum Behav. 2021;5:229–238.
    1. Jorm AF, Patten SB, Brugha TS, Mojtabai R. Has increased provision of treatment reduced the prevalence of common mental disorders? Review of the evidence from four countries. World Psychiatry. 2017;16:90–99.
    1. Thornicroft G. Most people with mental illness are not treated. Lancet. 2007;370:807–808.
    1. Maulik PK, Thornicroft G, Saxena S. Roadmap to strengthen global mental health systems to tackle the impact of the COVID-19 pandemic. Int J Ment Health Syst. 2020;14:57.
    1. Campion J, Javed A, Sartorius N, Marmot M. Addressing the public mental health challenge of COVID-19. Lancet Psychiatry. 2020;7:657–659.
    1. Moreno C, Wykes T, Galderisi S, et al. How mental health care should change as a consequence of the COVID-19 pandemic. Lancet Psychiatry. 2020;7:813–824.
    1. Huang C, Huang L, Wang Y, et al. 6-month consequences of COVID-19 in patients discharged from hospital: a cohort study. Lancet. 2021;397:220–232.
    1. Taquet M, Geddes JR, Husain M, Luciano S, Harrison PJ. 6-month neurological and psychiatric outcomes in 236 379 survivors of COVID-19: a retrospective cohort study using electronic health records. Lancet Psychiatry. 2021;8:416–427.
    1. Winkler P, Formanek T, Mlada K, et al. Increase in prevalence of current mental disorders in the context of COVID-19: analysis of repeated nationwide cross-sectional surveys. Epidemiol Psychiatr Sci. 2020;29:e173.
    1. Ayuso-Mateos JL, Morillo D, Haro JM, Olaya B, Lara E, Miret M. Changes in depression and suicidal ideation under severe lockdown restrictions during the first wave of the COVID-19 pandemic in Spain: a longitudinal study in the general population. Epidemiol Psychiatr Sci. 2021;30:e49.
    1. Knudsen AKS, Stene-Larsen K, Gustavson K, et al. Prevalence of mental disorders, suicidal ideation and suicides in the general population before and during the COVID-19 pandemic in Norway: a population-based repeated cross-sectional analysis. Lancet Reg Health Eur. 2021;4
    1. Solmi F, Downs JL, Nicholls DE. COVID-19 and eating disorders in young people. Lancet Child Adolesc Health. 2021;5:316–318.

Source: PubMed

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