Evidence map›Paper›PMID 41239420›Full record

ArticleBMC medical education2025

Burnout and mental health in medical education.

Laurarose Dunn, Emilie Ludeman, Gerald Kayingo, Cara Felter

Abstract read
In one paragraph

Article in BMC medical education, 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

4 authors.

Laurarose DunnSchool of Graduate Studies PA Leadership and Learning Academy, Doctor of Medical Science Program, University of Maryland, 520 West Fayette St, Suite 130, Baltimore, MD, 21201, USA. ldunn-ofarrell@umaryland.edu.ORCID http://orcid.org/0009-0000-6541-2354
Emilie LudemanSchool of Graduate Studies PA Leadership and Learning Academy, Doctor of Medical Science Program, University of Maryland, 520 West Fayette St, Suite 130, Baltimore, MD, 21201, USA.ORCID http://orcid.org/0000-0002-1019-3737
Gerald KayingoSchool of Graduate Studies PA Leadership and Learning Academy, Doctor of Medical Science Program, University of Maryland, 520 West Fayette St, Suite 130, Baltimore, MD, 21201, USA.ORCID http://orcid.org/0000-0002-1807-5452
Cara FelterSchool of Graduate Studies PA Leadership and Learning Academy, Doctor of Medical Science Program, University of Maryland, 520 West Fayette St, Suite 130, Baltimore, MD, 21201, USA.ORCID http://orcid.org/0000-0001-8010-9708

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPhysician Assistant/Associate (PA) students are facing increased impairment, adverse academic experiences, and impeded performance. Despite well-documented research demonstrating the multi-factorial wellness needs of many PA students nationally, the unnecessary challenges and continuance of harm persists. Such barriers have influenced student performance, stability, outcomes, and undesirable health events. Further, evidence suggests that student learner wellness is influenced by predisposing and mitigatable factors, which can be addressed proactively at the individual and program level. Early identification of well-being needs, risk factors, and modifiable action steps can enhance student success during the intensive educational journey of the PA student pre-clinical workforce. Therefore, examining, optimizing, and integrating longitudinal wellness practices across curricular design and program operations can have a lasting impact on learners, including as the future healthcare workforce (HCW). This scoping review aims to investigate wellness practices, alignment of their terminologies and implementations for PA students in the United States (U.S.) and evaluate health profession programs' implications of the future HCW.

methodsThe authors utilized a Joanna Briggs Institute (JBI) scoping review protocol and logic model to investigate the research query. Literature retrieval was led by the research librarian using keywords, Boolean operators, and database-specific terminology. Using a population, intervention, comparison, outcome, and setting (PICOS) framework and Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) tools, studies were vetted through a phased eligibility screening process according to inclusion/exclusion criteria (PA students, wellness practices, occurred within the U.S., original research). Data extraction occurred systematically and involved categorization of terminology (constructs, positive/negative tone), wellness practices, and student impact and outcomes. Findings were mapped to best-fit wellness dimensions using the National Wellness Institute (NWI) competency-based model and to the PA Core Competencies. Thematic and directed content analysis was performed in sequence to determine culminative study results.

resultsA total of 447 studies were retrieved from database searching (n = 439) and handsearching (n = 8). After initial screening and full-text review, 25 studies met inclusion criteria for a total of 9,628 PA student participants. Out of the 25 studies examined, 13/25 (52%) explored the didactic year, 3/25 (12%) examined the clinical year, 7/25 (28%) studied both, and 2/25 (8%) did not specify (Table 1). 28% (n = 7/25) of studies were anchored in evidence-based frameworks. Terminology, wellness practices, and implementation varied across the health professions programs. The 'construct tone' across studies used was nearly equivalent when examining positive (50.89%) versus negative (49.11%) terms related to 'well-being,' Three of 7 (42.86%) dimensions of wellness were most prevalent (EP, IM, and OA) (Fig. 2), whereas the remaining 4 of 7 (57.14%) dimensions (Ph, Sp, Soc, and OWB) had less representation (Table 2). Wellness practices were siloed or brief in nature as seen in 15/25 studies (60%), such as an isolated module or class session, and none of the studies (n = 0/25) addressed all the dimensions of wellness. Findings related to PA student positive/negative wellness experiences sourced directly from the included studies showed statistical significance (p < 0.0001 to p = 0.05), a predominance of moderate to strong correlations (r = -0.802, r = 0.762), and a range of effect sizes: odds ratios (1.04 to 2.09), Cohen's d (0.09 to 0.38), and Pearson's r (0.0 to 0.16).

conclusionsUnified terminology, definitions, and implementation of wellness practices are necessary to optimize PA student success as future clinicians practicing medicine. Establishing and fostering practices that promote wellness habits, work-life balance, and modernization of antiquated health professions programs is an investment in the iterative growth toward long-term well-being, resilience, and success.

Indexed as

Burnout, ProfessionalEducation, MedicalMental HealthPhysician AssistantsStudents, Health OccupationsCurriculumHumansUnited StatesCompetency-based educationHealthcare workforceHealth professionsPhysician assistant/Associate (PA) programPre-clinicalQuality improvementResilience longevityStudent successWell-beingWellness practices

Identifiers

PMID41239420
PMCPMC12619515

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.