Evidence map›Paper›PMID 42310683›Full record

ArticleBMC medical education2026

Professionalism and mental health in medical and nursing students under prolonged virtual learning: a longitudinal study in Peru.

Martha H Gonzales Sota, Nancy Berduzco-Torres, Montserrat San-Martín, María Gonzalez-Álamos, Luis Vivanco

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.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

5 authors.

Martha H Gonzales SotaFacultad de Enfermería, Universidad Nacional San Antonio Abad del Cusco, Cusco, 08000, Peru.
Nancy Berduzco-TorresFacultad de Enfermería, Universidad Nacional San Antonio Abad del Cusco, Cusco, 08000, Peru.
Montserrat San-MartínDepartamento de Estadística e Investigación Operativa, Universidad de Granada, Melilla, 52005, Spain.
María Gonzalez-ÁlamosPlataforma de Bioética y Educación Médica, Fundación Rioja Salud (FRS), Logroño, 26006, Spain.
Luis VivancoPlataforma de Bioética y Educación Médica, Fundación Rioja Salud (FRS), Logroño, 26006, Spain. lvivanco@riojasalud.es.ORCID http://orcid.org/0000-0003-3747-6240

Funding

Consejo Nacional de Ciencia, Tecnología e Innovación Tecnológica PE501080607-2022-PROCIENCIA
6 · The paper itself

Abstract

backgroundAfter at least one year of virtual learning due to COVID‑19, medical and nursing faculties varied in their return to in‑person training. The absence of in‑person environments may have affected professionalism components such as empathy, teamwork, and lifelong learning abilities, while also impacting students' mental health and wellbeing. The objective of this study was to measure that effect.

methodsA longitudinal study was conducted from 2020 to 2023 in the five medical and nursing faculties of Cusco, Peru. Two cohorts were followed: one with prolonged exposure to virtual learning and another with shorter exposure before resuming in‑person activities. Empathy (JSE), teamwork (JSAPNC), lifelong learning (JeffSPLL), depression (PHQ‑9), anxiety (GAD‑7), wellbeing (SWLS), and family loneliness (SELSA) were assessed with validated instruments, together with sociodemographic and academic variables. Analyses included reliability testing, paired and independent group comparisons, and multivariate regression models.

resultsA total of 417 students (233 medicine) completed both assessments; 137 (33%) had prolonged virtual exposure. Wellbeing was positively associated with lifelong learning, age, and shorter virtual exposure, but inversely with empathy and family loneliness. Risk of depression decreased with teamwork and in nursing students but increased in those enrolled in the clinical phase at baseline. Anxiety was associated with greater family loneliness, while a history of severe COVID‑19 illness was associated with lower risk. Students with shorter virtual exposure improved in empathy, teamwork, and learning abilities, whereas those with prolonged exposure did not.

conclusionsThese findings indicate that prolonged reliance on virtual learning undermines professionalism‑related competencies, which are important for students' mental health and wellbeing. They also highlight the role of family support and the need for medical education to balance technology with in‑person training.

Indexed as

Education, DistanceMental HealthProfessionalismStudents, MedicalStudents, NursingAdultCOVID-19DepressionEmpathyFemaleHumansLongitudinal StudiesMalePeruSARS-CoV-2Young AdultAnxietyDepressionMedical professionalismMedicineNursingSubjective wellbeingVirtual learning

Identifiers

PMID42310683
PMCPMC13421740

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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.