Evidence map›Paper›PMID 41126247›Full record

ArticleBMC medical education2025

Resilience as a predictor of mental health among medical students: a cross-sectional study using PLS-SEM.

Ali Reza Yusefi, Amin Beigzadeh, Feridun Kaya

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Article in BMC medical education, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

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6citing papers in PubMed
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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Ali Reza YusefiStudent Research Committee, Sirjan School of Medical Sciences, Sirjan, Iran.
Amin BeigzadehEducation Development Center, Sirjan School of Medical Sciences, Sirjan, Iran. beigzadeh.amin@gmail.com.
Feridun KayaFaculty of Letters, Ataturk University, Erzurum, Türkiye, Turkey.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionResilience is recognized as a crucial psychological resource that enables individuals, particularly medical students, to cope with academic and emotional stress. Given the rising concern over students' mental health, this study aimed to investigate the relationship between resilience and psychological well-being among medical students.

methodsA cross-sectional, analytical study was conducted from March to May 2025 among medical students at Kerman University of Medical Sciences. Participants (n = 385) completed standardized questionnaires assessing resilience (Connor-Davidson Resilience Scale, CD-RISC) and mental health (Symptom Checklist-90-Revised, SCL-90-R). Data were analyzed using Pearson correlation coefficients and Partial Least Squares Structural Equation Modeling (PLS-SEM) to test both direct and moderated relationships.

resultsThe mean resilience score was 83.42 out of 125 (SD = 12.35), indicating a moderate to high level of resilience. The mean Global Severity Index (GSI) for mental health was 1.37 out of 4 (SD = 0.71), suggesting mild psychological symptoms. Pearson correlations showed significant negative relationships between resilience and GSI (r = - 0.45, p < 0.001). PLS-SEM results confirmed that resilience may significantly predicted lower mental health symptoms (β = - 0.41, t = 9.14, p < 0.001). Among resilience dimensions, "perception of competence" and "trust in one's instincts" had the strongest effects. Marital status moderated this relationship (β = - 0.11, p = 0.01), indicating a possibly stronger protective effect for married students.

conclusionResilience may play a protective role against psychological distress among medical students. Specific dimensions such as perceived competence and trust in one's instincts appear particularly influential. Strengthening resilience, especially through social support mechanisms, may serve as a valuable strategy in promoting student mental health and academic performance. It is recommended that universities implement targeted resilience-building programs, such as peer support groups and stress management workshops, to enhance students' psychological well-being.

Indexed as

Mental HealthResilience, PsychologicalStudents, MedicalAdaptation, PsychologicalAdultCross-Sectional StudiesFemaleHumansIranLatent Class AnalysisLeast-Squares AnalysisMaleStress, PsychologicalSurveys and QuestionnairesYoung AdultMedical studentsMental healthModerationPsychological distressResilienceStructural equation modeling

Identifiers

PMID41126247
PMCPMC12542435

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LicenceCC BY-NC-ND
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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.