Evidence map›Paper›PMID 41706683›Full record

ArticlePloS one2026

Association between social skills and mental health outcomes in Health Science Residents in Brazil.

Carina Rodrigues da Silva, Andreia Gonçalves Arruda, João Wellinton Pletti, Ana Amélia Domingues Gomes, Thaís Rabelo Dos Santos-Doni, Rafael Felipe da Costa Vieira, Alexandre Coutinho Antonelli, Dagma Venturini Marques Abramides, Alexandre Redson Soares da Silva

Abstract read
In one paragraph

Article in PloS one, 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
0cells of the map it votes in
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

9 authors.

Carina Rodrigues da SilvaGraduate Program in Veterinary Sciences in the Semi-arid Region, Agricultural Sciences Campus, Federal University of São Francisco Valley, Petrolina, PE, Brazil.ORCID https://orcid.org/0000-0002-4158-1708
Andreia Gonçalves ArrudaDepartment of Veterinary Preventive Medicine, College of Veterinary Medicine, Ohio State University, Columbus, Ohio, United States of America.ORCID https://orcid.org/0000-0001-7040-9686
João Wellinton PlettiFaculty of Dentistry of Bauru, University of São Paulo, Bauru, SP, Brazil.
Ana Amélia Domingues GomesGraduate Program in Veterinary Sciences in the Semi-arid Region, Agricultural Sciences Campus, Federal University of São Francisco Valley, Petrolina, PE, Brazil.
Thaís Rabelo Dos Santos-DoniInstitute of Agricultural Sciences, Unaí Campus, Federal University of the Jequitinhonha and Mucuri Valleys, Unai, MG, Brazil.
Rafael Felipe da Costa VieiraCenter for Computational Intelligence to Predict Health and Environmental Risks, University of North Carolina at Charlotte, Charlotte, North Carolina, United States of America.
Alexandre Coutinho AntonelliGraduate Program in Veterinary Sciences in the Semi-arid Region, Agricultural Sciences Campus, Federal University of São Francisco Valley, Petrolina, PE, Brazil.ORCID https://orcid.org/0000-0002-8284-0067
Dagma Venturini Marques AbramidesFaculty of Dentistry of Bauru, University of São Paulo, Bauru, SP, Brazil.
Alexandre Redson Soares da SilvaGraduate Program in Veterinary Sciences in the Semi-arid Region, Agricultural Sciences Campus, Federal University of São Francisco Valley, Petrolina, PE, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Residency programs play a crucial role in the development and technical training of young health professionals. However, mental health issues such as psychological distress, anxiety, and depression are prevalent, often influenced by work satisfaction and the learning environment. Despite their relevance, studies investigating the prevalence and associated factors of these conditions across medical, multidisciplinary, and veterinary residency programs remain scarce. This study aimed to determine the prevalence of psychological distress, anxiety, and depression, and to examine their association with social skills among residents in Brazilian health science programs. We conducted a voluntary online survey with residents from three major residency programs (medical, multidisciplinary, and veterinary) across different Brazilian institutions. The cross-sectional study sample consisted of a total of 51 participants. Mental health outcomes were assessed using validated instruments: the Resident Questionnaire (RQ) for emotional distress, General Anxiety Disorder (GAD-7) for anxiety, and Patient Health Questionnaire (PHQ-9) for depression. The Multidimensional Scale of Social Expression (MSSE-M) measured social skills. Multivariable mixed-effects linear regression models addressed each mental health outcome separately, with social skill scores as primary explanatory variables. The results revealed a high prevalence of emotional distress (86.3%), anxiety (58.8%), and depression (56.9%) among residents. Greater satisfaction with the learning environment was significantly associated with lower mental health symptom levels. Residents demonstrated a generally satisfactory overall repertoire of social skills (60.78%), with the "Start and keeping conversations" and "Express positive affect" subscales scoring highest across all programs. For emotional distress, the "ability to defend rights" subscale was significantly associated with its reduction (-0.58), while a broader overall social skill repertoire was significantly associated with reductions in anxiety (-3.14) and depression (-3.92). These findings highlight the significant burden of mental health challenges among residents and emphasize the role of a supportive environment. Social skills training may help mitigate psychological distress and support resident well-being.

Indexed as

Internship and ResidencyMental HealthSocial SkillsAdultAnxietyBrazilCross-Sectional StudiesDepressionFemaleHumansMaleStress, PsychologicalSurveys and Questionnaires

Identifiers

PMID41706683
PMCPMC12915928

What OpenQuestion 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 OpenQuestion graph.