Evidence map›Paper›PMID 41668169›Full record

ArticleBMC medical education2026

Association between psychoeducational factors and perceived academic stress in medical students: a gender-based analysis.

Carolina Lagares-Franco, María Jesús Viñolo Gil, Cristina O Ferrall González, Horacio López Ruiz, Ismael García-Campanario

Abstract read
In one paragraph

Article in BMC medical education, 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
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0citing papers in PubMed
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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.

Carolina Lagares-FrancoInstitute for Biomedical Research and Innovation of Cádiz, Cadiz, 11009, Spain.
María Jesús Viñolo GilInstitute for Biomedical Research and Innovation of Cádiz, Cadiz, 11009, Spain.
Cristina O Ferrall GonzálezInstitute for Biomedical Research and Innovation of Cádiz, Cadiz, 11009, Spain.
Horacio López RuizServicio de Urgencias de Atención, Primaria Hospital Universitario de Jerez de la Frontera, Cádiz, España.
Ismael García-CampanarioDepartment of Medicine and Surgery, Faculty of Medicine, University of Cadiz, Cadiz, 11003, Spain. ismael.garcia@uca.es.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAcademic stress is a dynamic cognitive appraisal process in which students perceive educational demands as exceeding their coping resources This perception is associated with emotional and behavioral responses that relate to well-being and perceived academic stress.

objectiveThis study aimed to identify the main academic stressors in medical students and to examine their relationship with sleep quality, physical activity, and gender, specifically focusing on perceived stress rather than academic grades.

methodsAn analytical cross-sectional study was conducted including sociodemographic questions and validated instruments: the Pittsburgh Sleep Quality Index (PSQI), the Academic Stress Questionnaire (E-CEA), and the short form of the International Physical Activity Questionnaire (IPAQ). Logistic regression analyses were performed.

resultsSignificant gender-related differences were found in stress responses and coping strategies. Female students reported higher levels of academic overload (p = 0.004), emotional demands, and exam-related anxiety (p = 0.005), as well as differences in exam preparation strategies (p = 0.037). Regarding lifestyle factors, poor sleep quality was identified as a significant factor associated with higher stress levels (OR = 1.12; 95% CI: 1.03-1.22).

conclusionAcademic overload and exam anxiety were identified as significant factors associated with medical students´ well-being. Female students showed a higher probability of reporting stress (OR = 5.56). These findings highlight the need for gender-sensitive psychoeducational interventions that promote healthy sleep habits and stress management alongside physical activity recommendations.

Indexed as

Stress, PsychologicalStudents, MedicalAcademiaAdaptation, PsychologicalAdultCoping SkillsCross-Sectional StudiesExerciseFemaleHumansMaleSex FactorsSleep QualitySubjective StressSurveys and QuestionnairesYoung AdultAcademic stressGender differenceMedical educationPhysical activitySleep quality

Identifiers

PMID41668169
PMCPMC12990632

What OpenQuestion holds

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LicenceCC BY
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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.