Evidence map›Paper›PMID 41456009›Full record

ArticleBMC medical education2025

From burnout to balance: the role of peer-assisted learning in college life.

Natalia Jimenez, Isabel C Gomez, Eduardo J Ruiz, Ana Moreira, Legier V Rojas

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

5 authors.

Natalia Jimenez *Department of Interdisciplinary Sciences, University of Puerto Rico at Río Piedras, San Juan, Puerto Rico.
Isabel C Gomez *School of Medicine, Medical Sciences Campus, University of Puerto Rico (URP), San Juan, Puerto Rico.
Eduardo J RuizSchool of medicine, Physiology Department, Universidad Central del Caribe, Bayamon, Puerto Rico.
Ana MoreiraSchool of Psychology, Faculdade de Ciências e Tecnologia, Universidade Europeia, Lisbon, Portugal.
Legier V RojasSchool of medicine, Physiology Department, Universidad Central del Caribe, Bayamon, Puerto Rico. lrojas@uccaribe.edu.

Funding

Tracking and Evaluation CoreU54GM133807 · NIGMS · UNIVERSITY OF PUERTO RICO MED SCIENCES · PI PORTER, JAMES T. · 2020 to 2024
$17.7M
NIGMS NIH HHS U54 GM133807
6 · The paper itself

Abstract

backgroundAcademic burnout (ABO) poses a significant threat to student well-being and performance, particularly among premedical undergraduates. While informal peer-assisted learning (IPAL) may mitigate this burden, limited research has explored this relationship in nonmedical student populations. The objectives of this study are to assess the psychometric validity of the SBI-9 in the undergraduate population and to investigate whether a relationship exists between ABO and IPAL in this population.

methodsWe conducted a cross-sectional survey of 245 undergraduate students at the University of Puerto Rico, Río Piedras Campus. ABO was measured using the nine-item School Burnout Inventory (SBI-9). IPAL engagement was assessed through a single-item measure. Internal consistency, item correlations, and confirmatory factor analysis (CFA) were performed to validate the SBI-9. ABO levels were analyzed by age, gender, academic year, study preference, and IPAL engagement.

resultsThe SBI-9 demonstrated high internal consistency (Cronbach’s α = 0.872) and a validated three-factor structure. Overall, ABO levels increased slightly across academic years, with the highest scores observed in fifth-year students. Female students reported significantly higher ABO than males, particularly in the first two years. Globally, students who never engaged in IPAL reported significantly higher ABO scores (mean = 48.41) compared to those with occasional or frequent IPAL engagement (mean = 42.48, p = 0.0384). A similar trend was observed in students who preferred studying alone.

conclusionsInformal peer-assisted learning may serve as a protective factor against academic burnout among undergraduate students. Gender differences and study habits further influence ABO vulnerability. Early peer-based interventions may promote academic resilience and psychological well-being in premedical populations.

Indexed as

Burnout, ProfessionalBurnout, PsychologicalLearningPeer GroupStudentsAcademiaAdultCross-Sectional StudiesFemaleHumansMalePsychometricsPuerto RicoSurveys and QuestionnairesUniversitiesYoung AdultAcademic burnoutInformal Peer-Assisted learningPeer-Assisted learningSchool burnout inventory.

Identifiers

PMID41456009
PMCPMC12853845

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.