Evidence map›Paper›PMID 33714167›Full record

ReviewClinical psychology review2021

Addressing the mental health impact of COVID-19 through population health.

Matt Boden, Lindsey Zimmerman, Kathryn J Azevedo, Josef I Ruzek, Sasha Gala, Hoda S Abdel Magid, Nichole Cohen, Robyn Walser, Naina D Mahtani, Katherine J Hoggatt and 1 more

Abstract readReview
In one paragraph

Review in Clinical psychology review, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 93 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
93citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

93 citing papers in PubMed, 2 syntheses or guidelines pooled it.

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  18. Impact of rural-urban residence and deprivation on care pathways for depression disorders among adults in the UK.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2025
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33 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Matt BodenCenter for Innovation to Implementation, VA Palo Alto Healthcare System, United States of America. Electronic address: Matthew.Boden@va.gov.
Lindsey ZimmermanNational Center for PTSD, Dissemination and Training Division, VA Palo Alto Care Healthcare System, United States of America; Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, United States of America; Department of Psychiatry and Behavioral Science, University of Washington School of Medicine, Seattle, WA, United States of America.
Kathryn J AzevedoNational Center for PTSD, Dissemination and Training Division, VA Palo Alto Care Healthcare System, United States of America.
Josef I RuzekCenter for m2 Health, Palo Alto University, Palo Alto, CA, United States of America; Department of Psychology, University of Colorado, Colorado Springs, United States of America.
Sasha GalaMission Rock Enterprise, LLC, United States of America.
Hoda S Abdel MagidDepartment of Epidemiology and Population Health, Stanford University, United States of America.
Nichole CohenDepartment of Psychology, University of Kansas, United States of America.
Robyn WalserNational Center for PTSD, Dissemination and Training Division, VA Palo Alto Care Healthcare System, United States of America; University of California, Berkeley, United States of America.
Naina D MahtaniCenter for Innovation to Implementation, VA Palo Alto Healthcare System, United States of America; School of Behavioral Health, Loma Linda University, United States of America.
Katherine J HoggattSan Francisco VA Health Care System, United States of America; Department of Medicine, University of California, San Francisco, United States of America.
Carmen P McLeanNational Center for PTSD, Dissemination and Training Division, VA Palo Alto Care Healthcare System, United States of America; Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, United States of America.

Funding

Participatory System Dynamics vs Audit and Feedback: A Cluster Randomized Trial of Mechanisms of Implementation Change to Expand Reach of Evidence-based Addiction and Mental Health CareR01DA046651 · NIDA · PALO ALTO VETERANS INSTIT FOR RESEARCH · PI ZIMMERMAN, LINDSEY EILEEN · 2019 to 2023
$2.9M
Participatory System Dynamics for Evidence-based Addiction and Mental HealthcareR21DA042198 · NIDA · PALO ALTO VETERANS INSTIT FOR RESEARCH · PI ZIMMERMAN, LINDSEY EILEEN · 2016 to 2017
$399k
NIDA NIH HHS R01 DA046651NIDA NIH HHS R21 DA042198
6 · The paper itself

Abstract

The COVID-19 pandemic has and will continue to result in negative mental health outcomes such as depression, anxiety and traumatic stress in people and populations throughout the world. A population mental health perspective informed by clinical psychology, psychiatry and dissemination and implementation science is ideally suited to address the broad, multi-faceted and long-lasting mental health impact of the pandemic. Informed by a systematic review of the burgeoning empirical research on the COVID-19 pandemic and research on prior coronavirus pandemics, we link pandemic risk factors, negative mental health outcomes and appropriate intervention strategies. We describe how social risk factors and pandemic stressors will contribute to negative mental health outcomes, especially among vulnerable populations. We evaluate the scalability of primary, secondary and tertiary interventions according to mental health target, population, modality, intensity and provider type to provide a unified strategy for meeting population mental health needs. Traditional models, in which evidence-based therapies delivered are delivered in-person, by a trained expert, at a specialty care location have proved difficult to scale. The use of non-traditional models, tailoring preventive interventions to populations based on their needs, and ongoing coordinated evaluation of intervention implementation and effectiveness will be critical to refining our efforts to increase reach.

Indexed as

COVID-19HumansMental DisordersPopulation HealthSARS-CoV-2COVID-19Evidence-based psychotherapyInterventionMental healthPopulation mental healthRisk factor

Identifiers

PMID33714167
PMCPMC7934657

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.