Evidence map›Paper›PMID 40608338›Full record

ArticleJAMA network open2025

Burnout Among Primary Care Practitioners and Staff in VA Clinics Using Virtual Contingency Staffing.

Eric A Apaydin, Caroline K Yoo, Nicholas J Jackson, Susan E Stockdale, Danielle E Rose

Abstract read
In one paragraph

Article in JAMA network open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Eric A ApaydinCenter for the Study of Healthcare Innovation, Implementation and Policy, VA Greater Los Angeles Healthcare System, Los Angeles, California.
Caroline K YooCenter for the Study of Healthcare Innovation, Implementation and Policy, VA Greater Los Angeles Healthcare System, Los Angeles, California.
Nicholas J JacksonDepartment of Medicine, David Geffen School of Medicine, University of California, Los Angeles.
Susan E StockdaleCenter for the Study of Healthcare Innovation, Implementation and Policy, VA Greater Los Angeles Healthcare System, Los Angeles, California.
Danielle E RoseCenter for the Study of Healthcare Innovation, Implementation and Policy, VA Greater Los Angeles Healthcare System, Los Angeles, California.

Funding

HSRD VA IK2 HX003534
6 · The paper itself

Abstract

Importance: Primary care practitioners (PCPs) and staff in Veterans Health Administration (VHA) clinics with staffing shortages have reported higher rates of burnout that may be associated with higher workloads. Introducing PCPs through the Clinical Research Hub (CRH) virtual contingency staffing program into these clinics may help reduce burnout but may also disrupt workflows and increase burnout. Objective: To understand how rates of burnout among VHA PCPs and staff vary by staffing level and CRH program use. Design, Setting, and Participants: This survey study used annual, repeated, cross-sectional VHA employee survey data from fiscal years 2018 to 2022 to examine associations between staffing and burnout before and after implementation of the CRH program. Exposure: Clinical Research Hub virtual contingency PCP visits. Main Outcome and Measures: The main outcome was burnout as measured using multilevel, mixed-effects logistic regression to estimate the association between health care system-level PCP staffing and individual-level PCP and staff burnout before and after implementation of the CRH program. An interaction term was used to test the association between program use and burnout in health care systems with full and less-than-full PCP staffing, controlling for PCP, staff, and health care system characteristics. Estimated marginal means of burnout were calculated from model results. Results: Survey responses from 134 640 PCPs and staff (53% younger than 49 years; 70% female) in 139 VHA health care systems were analyzed. From fiscal years 2018 to 2022, 38% of PCPs and staff experienced burnout, and CRH visits ranged from a median of 0 to 127.6 (IQR, 76.7-237.4) visits per 1000 patients at the health care system level. In estimations derived from the full model, the probability of burnout was higher in clinics without full PCP staffing before program implementation (34.3% [95% CI, 33.4%-35.2%] without full staffing vs 36.5% [95% CI, 35.3%-37.8%] with full staffing) and in the lowest tertile of CRH visits (37.4% [95% CI, 36.4%-38.4%] without full staffing vs 40.2% [95% CI, 38.3%-42.1%] with full staffing). However, burnout did not differ by staffing at higher levels of CRH visits. Conclusions and Relevance: In this survey study of VHA PCPs and staff, the association between low staffing and burnout was mitigated at higher levels of CRH program use, suggesting that contingency PCPs may alleviate high workload in short-staffed clinics.

Indexed as

Burnout, ProfessionalPersonnel Staffing and SchedulingPhysicians, Primary CareAdultCross-Sectional StudiesFemaleHumansMaleMiddle AgedPrimary Health CareSurveys and QuestionnairesUnited StatesUnited States Department of Veterans Affairs

Identifiers

PMID40608338
PMCPMC12232184

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.