SynthesisGlobalization and health2021
Mental burden and its risk and protective factors during the early phase of the SARS-CoV-2 pandemic: systematic review and meta-analyses.
Synthesis in Globalization and health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 131 papers, 12 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
The trial behind it
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
131 citing papers in PubMed, 12 syntheses or guidelines pooled it, 270 citations in OpenAlex.
- Utilization of mental health services during the first year of the COVID-19 pandemic - a systematic review and meta-analysis.European psychiatry : the journal of the Association of European Psychiatrists · 2026Pooled it
- Communication to promote and support physical distancing for COVID-19 prevention and control: a rapid reviewThe Cochrane database of systematic reviews · 2023Pooled it
- COVID-19 and common mental health symptoms in the early phase of the pandemic: An umbrella review of the evidence.PLoS medicine · 2023Pooled it
- The prevalence and risk factors of mental problems in medical students during COVID-19 pandemic: A systematic review and meta-analysis.Journal of affective disorders · 2023Pooled it
- Mental Health Impact of Early Stages of the COVID-19 Pandemic on Individuals with Pre-Existing Mental Disorders: A Systematic Review of Longitudinal Research.International journal of environmental research and public health · 2023Pooled it
- 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.Frontiers in psychiatry · 2023Pooled it
- The Association between Resilience and Psychological Distress during the COVID-19 Pandemic: A Systematic Review and Meta-Analysis.International journal of environmental research and public health · 2022Pooled it
- The prevalence of psychological stress in student populations during the COVID-19 epidemic: a systematic review and meta-analysis.Scientific reports · 2022Pooled it
- Estimation of sleep problems among pregnant women during COVID-19 pandemic: a systematic review and meta-analysis.BMJ open · 2022Pooled it
- Pooled it
- Molecular mimicry of NMDA receptors may contribute to neuropsychiatric symptoms in severe COVID-19 cases.Journal of neuroinflammation · 2021Pooled it
- COVID-19 Pandemic and Overall Mental Health of Healthcare Professionals Globally: A Meta-Review of Systematic Reviews.Frontiers in psychiatry · 2021Pooled it
- Effectiveness of a Videoconferencing-Delivered Psychological Intervention for Mental Health Problems during COVID-19: A Proof-of-Concept Randomized Clinical Trial.Psychotherapy and psychosomatics · 2022Trial
- Down and staying down (mostly): Mental health trajectories of emerging Australian adults through the COVID-19 pandemic, 2017-2024.Social psychiatry and psychiatric epidemiology · 2026Article
- Well-being differences and changes in people with somatic and psychiatric disorders or multimorbidities: modelling COVID-19 as a global natural experiment of stress vulnerability.BMJ mental health · 2026Article
- Mental health strain due to COVID-19: Psychological distress and somatic symptoms among health care workers and the general population in Kashmir, India.Virus research · 2026Article
- Self-rated health and mental health before and during the early phase of the COVID-19 pandemic in Germany: the population-based German National Cohort (NAKO) study.BMC public health · 2026Article
- Mental Health Symptoms Among Chinese College Students Following the Lifting of COVID-19 Restrictions: A Serial Cross-Sectional Study in Guangdong Province, China.Healthcare (Basel, Switzerland) · 2026Article
- COVID-19-related health literacy, general health literacy, and mental health problems: evidence from a population-based study in Japan.Environmental health and preventive medicine · 2026Article
- Dynamics of psychological distress: understanding the impact of intraindividual and interindividual factors in the Belgian population during the COVID-19 pandemic-a multilevel prospective cohort study.Frontiers in psychiatry · 2026Article
71 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
12 authors at 4 institutions in 1 country.
Funding
Abstract
backgroundMental burden due to the SARS-CoV-2 pandemic has been widely reported for the general public and specific risk groups like healthcare workers and different patient populations. We aimed to assess its impact on mental health during the early phase by comparing pandemic with prepandemic data and to identify potential risk and protective factors.
methodsFor this systematic review and meta-analyses, we systematically searched PubMed, PsycINFO, and Web of Science from January 1, 2019 to May 29, 2020, and screened reference lists of included studies. In addition, we searched PubMed and PsycINFO for prepandemic comparative data. Survey studies assessing mental burden by the SARS-CoV-2 pandemic in the general population, healthcare workers, or any patients (eg, COVID-19 patients), with a broad range of eligible mental health outcomes, and matching studies evaluating prepandemic comparative data in the same population (if available) were included. We used multilevel meta-analyses for main, subgroup, and sensitivity analyses, focusing on (perceived) stress, symptoms of anxiety and depression, and sleep-related symptoms as primary outcomes.
resultsOf 2429 records retrieved, 104 were included in the review (n = 208,261 participants), 43 in the meta-analysis (n = 71,613 participants). While symptoms of anxiety (standardized mean difference [SMD] 0.40; 95% CI 0.15-0.65) and depression (SMD 0.67; 95% CI 0.07-1.27) were increased in the general population during the early phase of the pandemic compared with prepandemic conditions, mental burden was not increased in patients as well as healthcare workers, irrespective of COVID-19 patient contact. Specific outcome measures (eg, Patient Health Questionnaire) and older comparative data (published ≥5 years ago) were associated with increased mental burden. Across the three population groups, existing mental disorders, female sex, and concerns about getting infected were repeatedly reported as risk factors, while older age, a good economic situation, and education were protective.
conclusionsThis meta-analysis paints a more differentiated picture of the mental health consequences in pandemic situations than previous reviews. High-quality, representative surveys, high granular longitudinal studies, and more research on protective factors are required to better understand the psychological impacts of the SARS-CoV-2 pandemic and to help design effective preventive measures and interventions that are tailored to the needs of specific population groups.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.