Evidence map›Paper›PMID 41168743›Full record

ArticleBMC medical education2025

Synergy between resilience and empathy in health sciences students: a cross-sectional study.

Víctor P Díaz-Narváez, Luz Marina Alonso Palacio, Juana Borja González, J E Rod, Roxana De Las Salas, Jesús Alonso Cabrera, Juan Salcedo Salgado, Alexander Rodríguez Sanjuán, Ana Liliana Ríos García, Allison Elena Cano Barrios and 14 more

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. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

24 authors.

Víctor P Díaz-NarváezDepartment of Research, Faculty of Dentistry, Universidad Andres Bello, Santiago, Chile. victor.diaz@unab.cl.ORCID http://orcid.org/0000-0002-5486-0415
Luz Marina Alonso PalacioHealth Sciences Division, Universidad del Norte, Barranquilla, Colombia.ORCID http://orcid.org/0000-0002-7935-8042
Juana Borja GonzálezDepartment of Nursing, Universidad del Norte, Barranquilla, Colombia.ORCID http://orcid.org/0000-0003-1697-6641
J E RodDepartment of Public Health, Universidad del Norte, Barranquilla, Colombia.ORCID http://orcid.org/0000-0002-1584-1983
Roxana De Las SalasDepartment of Nursing, Universidad del Norte, Barranquilla, Colombia.ORCID http://orcid.org/0000-0002-1351-7514
Jesús Alonso CabreraDivision of Basic Sciences, Universidad del Norte, Barranquilla, Colombia.ORCID http://orcid.org/0000-0002-2372-6678
Juan Salcedo SalgadoFaculty of Dentistry, University of Magdalena, Santa Marta, Colombia.ORCID http://orcid.org/0000-0002-6813-3948
Alexander Rodríguez SanjuánUniversidad Metropolitana, Barranquilla, Colombia.ORCID http://orcid.org/0000-0001-6424-7254
Ana Liliana Ríos GarcíaDepartment of Public Health, Health Sciences Division, Universidad del Norte, Barranquilla, Colombia.ORCID http://orcid.org/0000-0003-1054-9307
Allison Elena Cano BarriosHealth Sciences Division, Universidad del Norte, Barranquilla, Colombia.ORCID http://orcid.org/0000-0002-4221-5478
Edwin Rafael De la Cruz-RochaHealth Sciences Division, Universidad del Norte, Barranquilla, Colombia.ORCID http://orcid.org/0000-0002-0983-4103
Sara CaroHealth Sciences Division, Universidad del Norte, Barranquilla, Colombia.ORCID http://orcid.org/0000-0003-0902-6066
Dolores Vanessa Serrano MariñoDepartment of Nursing, Universidad del Norte, Barranquilla, Colombia.ORCID http://orcid.org/0000-0001-9632-4998
Yanina Ferreira MedinaHealth Sciences Division, Universidad del Norte, Barranquilla, Colombia.ORCID http://orcid.org/0009-0007-3282-0889
Oscar E Hernández BustosDepartamento de Física, Universidad del Atlántico, Barranquilla, Colombia.ORCID http://orcid.org/0000-0003-4476-0055
Sandra Espitia NietoDepartment of Dentistry, Universidad del Norte, Barranquilla, Colombia.ORCID http://orcid.org/0000-0003-2606-9594
Olga Lucia Hoyos De Los RíosPsychology Program, Universidad del Norte, Barranquilla, Chile.ORCID http://orcid.org/0000-0002-2391-7204
José Gamarra-MoncayoFaculty of Medicine, Universidad Católica Santo Toribio de Mogrovejo, Chiclayo, Peru.ORCID http://orcid.org/0000-0002-0781-3616
Lindsey W VilcaDepartment of Research, Universidad Señor de Sipán, Chiclayo, Peru.ORCID http://orcid.org/0000-0002-8537-9149
Fernando Reyes-ReyesFaculty of Psychology, Institute of Socioemotional Wellbeing, Universidad del Desarrollo, Concepción, Chile.ORCID http://orcid.org/0000-0002-7902-0017
Alejandro Reyes-ReyesFaculty of Social Sciences and Communications, Universidad Santo Tomás, Chile, Peru.ORCID http://orcid.org/0000-0002-2404-0467
Ricardo CisnerosUniversity of California, Merced, USA.ORCID http://orcid.org/0000-0001-7183-932X
Katherine VelascoCollege of Dental Medicine, Nova Southeastern University, Davie, Fl, USA.ORCID http://orcid.org/0000-0002-7248-4134
Zenen Carmona-MezaFacultad de Medicina, Universidad de Cartagena, Cartagena, Colombia.ORCID https://orcid.org/0000-0001-5510-1165

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEmpathy is considered a key factor in patient satisfaction, treatment adherence, clinical outcomes, and professional fulfillment. Consequently, training health sciences students in empathy has become a priority in universities worldwide. However, empathy-focused interventions have not achieved the desired success due to the complex nature of empathy. Both internal and external factors shape and influence empathy. Resilience has been proposed as one such factor, but the association between these two concepts is poorly understood. This study aims to evaluate the association between different dimensions of resilience and empathy in health science students.

methodsA Cross-sectional analysis evaluated the levels of empathy and resilience in 993 Medical, Nursing, and Dentistry students at Universidad del Norte using the Jefferson Scale of Empathy-Health Professions Students (JSE-HPS) and the Ecological, Engineering, Adaptation (EEA) Resilience Scale. Data were examined through univariate and multivariate normality analyses and descriptive statistics. To evaluate the theoretical structure of empathy and resilience, a confirmatory factor analysis (CFA) was performed on the three-dimensional models of each construct. Reliability was established using the Omega coefficient. Finally, structural equation modeling (SEM) with a robust maximum likelihood estimator was applied to analyze the association between resilience and empathy.

resultsThe normal distribution assumptions were largely met for empathy scale data, its respective dimensions, and individual items. The theoretical model was well-supported for both constructs, and the data suggested acceptable reliability. SEM analysis revealed that the association between empathy and resilience dimensions vary. Ecological resilience was positively correlated with all empathy dimensions while engineering and adaptative resilience were negatively correlated with all three dimensions of empathy.

conclusionsThere is no universal effect of resilience on empathy. Designers of empathy-focused educational interventions and researchers should consider the potential differential effects of different dimensions of resilience on different aspects of empathy. In particular, focusing on ecological resilience may create the conditions for achieved empathy to be expressed, while strategies to mitigate the potential negative impact of adaptive resilience on empathy should be further explored.

Indexed as

EmpathyResilience, PsychologicalStudents, DentalStudents, Health OccupationsStudents, MedicalAdultCross-Sectional StudiesFemaleHumansMaleSurveys and QuestionnairesYoung AdultAdaptabilityCompassionConfirmatory factor analysisEmpathyPredictionResilienceStructural equation modeling

Identifiers

PMID41168743
PMCPMC12574201

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.