Evidence map›Paper›PMID 42389087›Full record

ArticleFrontiers in psychology2026

Soft skills and potential covariates in first year health science students in Latin America: a cross-sectional study.

Víctor P Díaz-Narváez, Fernando Reyes-Reyes, Alejandro Reyes-Reyes, J E Rod, José Gamarra-Moncayo, Oscar Emilio Hernández Bustos, Ayleen Indira Lubo Gelvez

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Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

7 authors.

Víctor P Díaz-NarváezDepartamento de Investigación, Facultad de Odontología, Universidad Andres Bello, Santiago, Chile.
Fernando Reyes-ReyesFacultad de Psicología, Instituto de Bienestar Socioemocional, Universidad del Desarrollo, Concepción, Chile.
Alejandro Reyes-ReyesFacultad de Ciencias Sociales y Comunicación, Universidad Santo Tomás, Concepción, Chile.
J E RodDivisión de Ciencias de la Salud, Departamento de Salud Pública, Universidad del Norte, Barranquilla, Colombia.
José Gamarra-MoncayoFacultad de Medicina, Universidad Católica Santo Toribio de Mogrovejo, Chiclayo, Peru.
Oscar Emilio Hernández BustosInstitución Universitaria de Barranquilla, Barranquilla, Colombia.
Ayleen Indira Lubo GelvezFacultad de Medicina, Universidad del Norte, Barranquilla, Colombia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Latin American health education institutions traditionally prioritize technical skills over "soft" psychosocial competencies. However, empathy and resilience are vital for quality clinical care. This study aimed to explore the psychometric properties, gender differences, and correlations between soft skills (empathy, resilience) and psychosocial covariates (affect, family functioning, satisfaction with life) in first-year students. Methods: A quantitative, cross-sectional study was conducted with a convenience sample of 896 first-year students (59% female, 41% male) from Dentistry, Kinesiology, and Nursing programs at three universities in Chile. Participants completed five validated instruments: JSE-HPS (Empathy), EEA (Resilience), PANAS (positive and negative affect), FACES-20 (Family Functioning), and SWLS (Satisfaction with Life). Data were analyzed using Confirmatory Factor Analysis (CFA) and Pearson correlations. Results: CFA confirmed adequate structural validity and reliability for most scales, though gender invariance was only strictly met for affect and family functioning. Significant gender differences were observed: men scored higher in compassionate care, positive affect, and engineering/adaptive resilience, while women scored higher in perspective taking and negative affect. Resilience showed moderate positive correlations with positive affect ( Conclusion: The study provides a psychometric foundation for assessing soft skills in Latin American health students. The results highlight the need for early risk gender and sub dimensions adjusted profiling to identify students more susceptible of soft skill decline during training. Furthermore, further research is needed to develop training interventions to improve soft skills during academic years.

Indexed as

global southhumanizationnon-cognitive traitssocio-emotional competencyundergraduate

Identifiers

PMID42389087
PMCPMC13318982

What Socratic 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 Socratic graph.