Evidence map›Paper›PMID 42137696›Full record

ArticleCureus2026

Quality of Work Life of Medical Residents: Evaluation of Positive Learning and Working Environment in a Tertiary Hospital.

Jessica Estefania Silva-Guzman, Lino Palacios-Cruz, Rodolfo Rivas-Ruiz, Eduardo Robles-Pérez, Victor Hugo Borja-Aburto

Abstract read
In one paragraph

Article in Cureus, 2026. 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.

Jessica Estefania Silva-GuzmanDepartment of Medical Education and Research, American British Cowdray Medical Center, Mexico City, MEX.
Lino Palacios-CruzDepartment of Clinical Epidemiology, National Institute of Psychiatry "Ramón de la Fuente Muñiz", Mexico City, MEX.
Rodolfo Rivas-RuizHealth Research Coordination, Mexican Social Security Institute, Mexico City, MEX.
Eduardo Robles-PérezFaculty of Medicine, National Autonomous University of Mexico, Mexico City, MEX.
Victor Hugo Borja-AburtoEpidemiology and Public Health, Federal Commission for Protection Against Health Risks, Mexico City, MEX.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background Quality of work life (QoWL) is a construct assessing the relationship between working conditions and employee well-being. Resident physicians are a vulnerable group due to high-risk hospital environments and demanding academic-labor dualities. This study is based on the premise that "it is impossible to prevent or optimize what has not been measured." This study aimed to characterize and identify the environmental, organizational, and personal factors associated with a satisfactory QoWL among resident physicians in a tertiary care hospital. Methodology An analytical cross-sectional study was conducted among 210 resident physicians. QoWL was measured using the validated CVT-GOHISALO instrument, which evaluates seven multidimensional domains through 74 items. The primary outcome, "satisfactory QoWL," was defined as a McCall T-score ≥60. Additional data on clinical and occupational history were collected via the Epidemiological Survey of Quality and Life at Work. Bivariate analyses and a multivariate logistic regression model (backward stepwise method) were employed to identify independent predictors, with model fitness assessed via the Akaike information criterion. Results Of the 210 residents, 151 (71.9%) reported a satisfactory QoWL. Multivariate analysis identified the following as significant protective factors: not smoking (odds ratio (OR) = 6.88, 95% confidence interval (CI) = 1.99-23.85), a work environment free of extreme temperatures (OR = 5.12, 95% CI = 1.49-17.63), adequate space distribution (OR = 4.17, 95% CI = 1.40-12.39), and the absence of work-related stress (OR = 7.34, 95% CI = 2.56-21.02). Conclusions This study demonstrates that specific environmental factors, primarily temperature control and spatial layout, alongside the mitigation of work-related stress, are the strongest predictors of a satisfactory QoWL. To foster a culture of prevention, hospital administrations should prioritize ergonomic workplace modifications and implement psychological support.

Indexed as

clinical learning environmentcross-sectional studymedical residencyquality of work liferesident well-beingworking environment

Identifiers

PMID42137696
PMCPMC13170979

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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.