ReviewJMIR mental health2022
Impact of the COVID-19 Pandemic on the Global Delivery of Mental Health Services and Telemental Health: Systematic Review.
Review in JMIR mental health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 61 papers, 4 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
61 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Challenges in healthcare facilities' response to past outbreaks: a systematic review of reviews.BMC health services research · 2026Pooled it
- Audio-Based Care for Managing Mental Health and Substance Use Disorders in Adults: A Systematic Review.Medical care · 2025Pooled it
- Effectiveness of technology-assisted vs face-to-face cognitive behavioural therapy for anxiety and depression in children and young people: A systematic review and meta-analysis.Clinical child psychology and psychiatry · 2024Pooled it
- Assessing the Impact of Evidence-Based Mental Health Guidance During the COVID-19 Pandemic: Systematic Review and Qualitative Evaluation.JMIR mental health · 2023Pooled it
- Model of integrated mental health video consultations for people with depression or anxiety in primary care (PROVIDE-C): assessor masked, multicentre, randomised controlled trial.BMJ (Clinical research ed.) · 2024Trial
- Big data and psychiatry: advances, constraints and future directions.World psychiatry : official journal of the World Psychiatric Association (WPA) · 2026Article
- Postpandemic Use of Video-Based Psychotherapy Among German Outpatient Psychotherapists: Repeated Cross-Sectional and Partially Longitudinal Survey Study.Journal of medical Internet research · 2026Article
- Choosing Virtual Versus In-Person Mental Health Crisis Care: A Theoretical Framework for the Decision-Making Process From the Patient's Perspective.Scandinavian journal of caring sciences · 2026Article
- How Did Women From South Asian Backgrounds and People Seeking Asylum and Refugees Look After Their Health and the Health of Others During the COVID-19 Pandemic? A Community Research Approach.Health expectations : an international journal of public participation in health care and health policy · 2026Article
- Mental Health Professionals' Perceptions of Benefits and Disadvantages of Telehealth: International Mixed Methods Study.Journal of medical Internet research · 2026Article
- Attitudes Toward Video Consultations From the Perspective of Physicians and Psychotherapists in German Outpatient Care After the COVID-19 Pandemic: Survey Study.Journal of medical Internet research · 2026Article
- Sociodemographic and mental health predictors of mental health service use across provider types.PloS one · 2026Article
- A Team-Based Partner-Driven Model for Delivering Outpatient Exposure Treatment for Pediatric Anxiety and Obsessive-Compulsive Disorder.JAACAP open · 2025Article
- Early career psychiatrists in Europe during the COVID-19 pandemic: a cross-sectional study.CNS spectrums · 2025Article
- Telehealth Family Psychoeducation for Major Depressive Disorder: A Protocol for Intervention Co-Design and Feasibility Study.Nursing reports (Pavia, Italy) · 2025Article
- Understanding Canadian experiences of suicidality during the COVID-19 pandemic: protocol of a pan-Canadian qualitative study.BMJ open · 2025Article
- BDJournal of affective disorders · 2025Article
- An observational study of socioeconomic disparities in psychiatry consultation uptake in Australia, using routinely collected national data from 2015 to 2022.The International journal of social psychiatry · 2025Observational
- Measures of the Availability and Accessibility of Behavioral Health Services: A Scoping Review.Psychiatric services (Washington, D.C.) · 2025Article
- E-Mental Health Interventions in Inpatient Care: Scoping Review.Journal of medical Internet research · 2025Article
1 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
16 authors.
Funding
Abstract
backgroundThe COVID-19 pandemic required mental health services around the world to adapt quickly to the new restrictions and regulations put in place to reduce the risk of transmission. As face-to-face contact became difficult, virtual methods were implemented to continue to safely provide mental health care. However, it is unclear to what extent service provision transitioned to telemental health worldwide.
objectiveWe aimed to systematically review the global research literature on how mental health service provision adapted during the first year of the pandemic.
methodsWe searched systematically for quantitative papers focusing on the impact of the COVID-19 pandemic on mental health services published until April 13, 2021, in the PubMed, Embase, medRxiv, and bioXriv electronic bibliographic databases, using the COVID-19 Open Access Project online platform. The screening process and data extraction were independently completed by at least two authors, and any disagreement was resolved by discussion with a senior member of the team. The findings were summarized narratively in the context of each country's COVID-19 Stringency Index, which reflects the stringency of a government's response to COVID-19 restrictions at a specific time.
resultsOf the identified 24,339 records, 101 papers were included after the screening process. Reports on general services (n=72) showed that several countries' face-to-face services reduced their activities at the start of the pandemic, with reductions in the total number of delivered visits and with some services forced to close. In contrast, telemental health use rapidly increased in many countries across the world at the beginning of the pandemic (n=55), with almost complete virtualization of general and specialistic care services by the end of the first year. Considering the reported COVID-19 Stringency Index values, the increased use of virtual means seems to correspond to periods when the Stringency Index values were at their highest in several countries. However, due to specific care requirements, telemental health could not be used in certain subgroups of patients, such as those on clozapine or depot treatments and those who continued to need face-to-face visits.
conclusionsDuring the pandemic, mental health services had to adapt quickly in the short term, implementing or increasing the use of telemental health services across the globe. Limited access to digital means, poor digital skills, and patients' preferences and individual needs may have contributed to differences in implementing and accessing telemental health services during the pandemic. In the long term, a blended approach, combining in-person and virtual modalities, that takes into consideration the needs, preferences, and digital skills of patients may better support the future development of mental health services. It will be required to improve confidence with digital device use, training, and experience in all modalities for both clinicians and service users.
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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.