Evidence map›Paper›PMID 36416816›Full record

ArticleJAMA health forum2022

Trends in Clinician Burnout With Associated Mitigating and Aggravating Factors During the COVID-19 Pandemic.

Mark Linzer, Jill O Jin, Purva Shah, Martin Stillman, Roger Brown, Sara Poplau, Nancy Nankivil, Kyra Cappelucci, Christine A Sinsky

Erratum issuedAbstract read
In one paragraph

Article in JAMA health forum, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 80 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
80citing 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

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

  1. Pooled it
  2. Pooled it
  3. Trial
  4. Article
  5. The Empathy Paradox: AI in Clinical Diagnosis.Journal of evaluation in clinical practice · 2026
    Article
  6. Article
  7. Article
  8. A Community-based Cross-sectional Study of a Tiered Mental Health Support Model for Frontline Workers in Andhra Pradesh during the COVID-19 Pandemic.Indian journal of community medicine : official publication of Indian Association of Preventive & Social Medicine · 2026
    Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article

20 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors.

Mark LinzerDepartment of Medicine, Hennepin Healthcare, Minneapolis, Minnesota.
Jill O JinDepartment of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Purva ShahAmerican Medical Association, Chicago, Illinois.
Martin StillmanDepartment of Medicine, Hennepin Healthcare, Minneapolis, Minnesota.
Roger BrownUniversity of Wisconsin School of Nursing, Madison.
Sara PoplauDepartment of Medicine, Hennepin Healthcare, Minneapolis, Minnesota.
Nancy NankivilAmerican Medical Association, Chicago, Illinois.
Kyra CappelucciAmerican Medical Association, Chicago, Illinois.
Christine A SinskyAmerican Medical Association, Chicago, Illinois.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: The COVID-19 pandemic has affected clinician health and retention. Objective: To describe trends in burnout from 2019 through 2021 with associated mitigating and aggravating factors. Design, Setting, and Participants: Cross-sectional surveys were sent to physicians and advanced practice clinicians throughout 120 large US health care organizations between February 2019 and December 2021. From 56 090 surveys, there were 20 627 respondents. Exposures: Work conditions and COVID-19. Main Outcomes and Measures: Surveys measured time pressure, chaos, work control, teamwork, electronic health record use, values alignment, satisfaction, burnout, intent to leave, and in 2021, feeling valued. Multivariate regressions controlling for gender, race and ethnicity, years in practice, and role determined burnout, satisfaction, and intent-to-leave correlates. Results: Of the 20 627 respondents (median response rate, 58% [IQR, 34%-86%; difference, 52%]), 67% were physicians, 51% female, and 66% White. Burnout was 45% in 2019, 40% to 45% in early 2020, 50% in late 2020, and 60% in late 2021. Intent to leave increased from 24% in 2019 to more than 40% as job satisfaction decreased. Higher burnout was seen in chaotic workplaces (odds ratio [OR], 1.51; 95% CI, 1.38-1.66; P < .001) and with low work control (OR, 2.10; 95% CI, 1.91-2.30; P < .001). Higher burnout was associated with poor teamwork (OR, 2.08; 95% CI, 1.78-2.43; P < .001), while feeling valued was associated with lower burnout (OR, 0.22; 95% CI, 0.18-0.27; P < .001). In time trends, burnout was consistently higher with chaos and poor work control. For example, in the fourth quarter of 2021 burnout was 36% (95% CI, 31%-42%) in calm environments vs 78% (95% CI, 73%-84%) if chaotic (absolute difference, 42%; 95% CI, 34%-49%; P < .001), and 39% (95% CI, 33%-44%) with good work control vs 75% (95% CI, 69%-81%) if poor (absolute difference, 36%; 95% CI, 27%-44%; P < .001). Good teamwork was associated with lower burnout rates (49%; 95% CI, 44%-54%) vs poor teamwork (88%; 95% CI, 80%-97%; absolute difference, 39%; 95% CI, 29%-48%; P < .001), as was feeling valued (37%; 95% CI, 31%-44%) vs not feeling valued (69%; 95% CI, 63%-74%; absolute difference, 32%; 95% CI, 22%-39%; P < .001). Conclusions and Relevance: Results of this survey study show that in 2020 through 2021, burnout and intent to leave gradually increased, rose sharply in late 2021, and varied by chaos, work control, teamwork, and feeling valued. Monitoring these variables could provide mechanisms for worker protection.

Indexed as

Burnout, ProfessionalCOVID-19Cross-Sectional StudiesFemaleHumansJob SatisfactionMalePandemics

Identifiers

PMID36416816
PMCPMC9685483

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.