SynthesisPLoS medicine2023
COVID-19 and common mental health symptoms in the early phase of the pandemic: An umbrella review of the evidence.
Synthesis in PLoS medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 77 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
77 citing papers in PubMed, 1 synthesis or guideline pooled it, 131 citations in OpenAlex.
- Evidence linking COVID-19 and the health/well-being of children and adolescents: an umbrella review.BMC medicine · 2024Pooled it
- Monthly changes in well-being among Danish employees from 2018 to 2022. Was there an influence of the COVID-19 pandemic?Scandinavian journal of public health · 2026Article
- The Mental Health Impact of the COVID-19 Pandemic on Health and Social Care Workers.Health economics · 2026Article
- COVID-19 and risk of first-time major depressive disorder in patients without history of psychiatric disorders.BMC psychiatry · 2026Observational
- Impact of the COVID-19 pandemic on antidepressant use in eleven European regions: a comparative time series analysis 2018-2022.Social psychiatry and psychiatric epidemiology · 2026Article
- Disrespectful Maternity Care and Postpartum Depression at 2 Months: A Population-Based Study.BJOG : an international journal of obstetrics and gynaecology · 2026Article
- Article
- Trends in referrals to psychosocial services in a pediatric emergency department before and after the onset of the COVID-19 pandemic.Social work in health care · 2026Article
- Depression prevalence estimates in Spain (1995-2021): a systematic review.Open medicine (Warsaw, Poland) · 2026Review
- Anxiety and Depressive Symptoms Before and During the COVID-19 Pandemic: A Longitudinal Network Analysis.Depression and anxiety · 2026Article
- Prevalence and epidemiology of depression symptoms among Pakistani students: a systematic review and meta-analysis (2000-2025).Global mental health (Cambridge, England) · 2026Review
- Mental health during and after the COVID-19 pandemic - a longitudinal study over 42 months in five European countries.European journal of psychotraumatology · 2025Article
- Co-RESPOND: a federated network of cohorts on mental health and adversity during the COVID-19 pandemic. Challenges, solutions and recommendations for retrospective data harmonization.European journal of psychotraumatology · 2025Observational
- A Multi-site, longitudinal investigation of emerging adult mental health across multiple stages of the COVID-19 pandemic.Scientific reports · 2025Article
- An Umbrella Review of Quality of Life Among the General Population During the COVID-19 Pandemic.Journal of clinical medicine · 2025Review
- Psychological distress and loneliness among European university students during the COVID-19 pandemic: a European survey.BMC public health · 2025Article
- Incidence of Anxiety Diagnosis up to Four Years Post SARS-CoV-2 Infection in the Montefiore Medical Center in the Bronx and New York.Diagnostics (Basel, Switzerland) · 2025Article
- Global, regional, and national burden of mental disorders among adolescents and young adults, 1990-2021: a systematic analysis for the Global Burden of Disease Study 2021.Translational psychiatry · 2025Article
- Study on fatigue, sleep quality and PTSD symptoms and influencing factors among prevention and control workers during the COVID-19 outbreak in China.Scientific reports · 2025Article
- Unguided self-help to bridge waiting time for face-to-face therapy in a university student mental health service: interrupted time series analysis.BJPsych open · 2025Article
17 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
19 authors at 6 institutions in 6 countries.
Funding
Abstract
backgroundThere remains uncertainty about the impact of the Coronavirus Disease 2019 (COVID-19) pandemic on mental health. This umbrella review provides a comprehensive overview of the association between the pandemic and common mental disorders. We qualitatively summarized evidence from reviews with meta-analyses of individual study-data in the general population, healthcare workers, and specific at-risk populations. METHODS AND
findingsA systematic search was carried out in 5 databases for peer-reviewed systematic reviews with meta-analyses of prevalence of depression, anxiety, and post-traumatic stress disorder (PTSD) symptoms during the pandemic published between December 31, 2019 until August 12, 2022. We identified 123 reviews of which 7 provided standardized mean differences (SMDs) either from longitudinal pre- to during pandemic study-data or from cross-sectional study-data compared to matched pre-pandemic data. Methodological quality rated with the Assessment of Multiple Systematic Reviews checklist scores (AMSTAR 2) instrument was generally low to moderate. Small but significant increases of depression, anxiety, and/or general mental health symptoms were reported in the general population, in people with preexisting physical health conditions, and in children (3 reviews; SMDs ranged from 0.11 to 0.28). Mental health and depression symptoms significantly increased during periods of social restrictions (1 review; SMDs of 0.41 and 0.83, respectively) but anxiety symptoms did not (SMD: 0.26). Increases of depression symptoms were generally larger and longer-lasting during the pandemic (3 reviews; SMDs depression ranged from 0.16 to 0.23) than those of anxiety (2 reviews: SMDs 0.12 and 0.18). Females showed a significantly larger increase in anxiety symptoms than males (1 review: SMD 0.15). In healthcare workers, people with preexisting mental disorders, any patient group, children and adolescents, and in students, no significant differences from pre- to during pandemic were found (2 reviews; SMD's ranging from -0.16 to 0.48). In 116 reviews pooled cross-sectional prevalence rates of depression, anxiety, and PTSD symptoms ranged from 9% to 48% across populations. Although heterogeneity between studies was high and largely unexplained, assessment tools and cut-offs used, age, sex or gender, and COVID-19 exposure factors were found to be moderators in some reviews. The major limitations are the inability to quantify and explain the high heterogeneity across reviews included and the shortage of within-person data from multiple longitudinal studies.
conclusionsA small but consistent deterioration of mental health and particularly depression during early pandemic and during social restrictions has been found in the general population and in people with chronic somatic disorders. Also, associations between mental health and the pandemic were stronger in females and younger age groups than in others. Explanatory individual-level, COVID-19 exposure, and time-course factors were scarce and showed inconsistencies across reviews. For policy and research, repeated assessments of mental health in population panels including vulnerable individuals are recommended to respond to current and future health crises.
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