Evidence map›Paper›PMID 42651498›Full record

ArticleBehavioral sciences (Basel, Switzerland)2026

From Collaboration to Identity: The Role of Social Norms and Interdependence in Medical Students.

Elvira Rodriguez-Flores, Maria Valentina Toral-Murillo, Fernanda Medina-Vinelli, Karime Nereida Valdez-Toral, Karla Vanessa Gonzalez-Contreras, Yussef Esparza-Guerrero, Yasaman Gomez-Mazinani, Maricela Casas-Castañeda, Eli Efrain Gomez-Ramirez

Abstract read
In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 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
–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

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.

Elvira Rodriguez-FloresUnidad Académica de Medicina, Instituto de Ciencias Biológicas, Universidad Autónoma de Guadalajara, Zapopan 45129, Mexico.ORCID 0000-0001-9258-8486
Maria Valentina Toral-MurilloUnidad Académica de Medicina, Instituto de Ciencias Biológicas, Universidad Autónoma de Guadalajara, Zapopan 45129, Mexico.ORCID 0000-0001-6691-2975
Fernanda Medina-VinelliPrograma de Servicio Social en Investigación, Facultad de Medicina, Instituto de Ciencias Biológicas, Universidad Autónoma de Guadalajara, Zapopan 45129, Mexico.
Karime Nereida Valdez-ToralPrograma de Servicio Social en Investigación, Facultad de Medicina, Instituto de Ciencias Biológicas, Universidad Autónoma de Guadalajara, Zapopan 45129, Mexico.ORCID 0009-0004-3138-2168
Karla Vanessa Gonzalez-ContrerasPrograma de Semillero Científico, Facultad de Medicina, Instituto de Ciencias Biológicas, Universidad Autónoma de Guadalajara, Zapopan 45129, Mexico.
Yussef Esparza-GuerreroUnidad Académica de Medicina, Instituto de Ciencias Biológicas, Universidad Autónoma de Guadalajara, Zapopan 45129, Mexico.ORCID 0000-0001-6871-9052
Yasaman Gomez-MazinaniPrograma de Servicio Social en Investigación, Facultad de Medicina, Instituto de Ciencias Biológicas, Universidad Autónoma de Guadalajara, Zapopan 45129, Mexico.
Maricela Casas-CastañedaUnidad Académica de Medicina, Instituto de Ciencias Biológicas, Universidad Autónoma de Guadalajara, Zapopan 45129, Mexico.
Eli Efrain Gomez-RamirezUnidad Académica de Medicina, Instituto de Ciencias Biológicas, Universidad Autónoma de Guadalajara, Zapopan 45129, Mexico.ORCID 0000-0002-2052-4755

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Social Interdependence Theory posits that cooperative behavior emerges when individuals perceive that their outcomes depend on the actions of others, a dynamic that is central to collaborative learning in medical education. Professional identity formation is recognized as a key developmental process during early medical training; however, quantitative evidence examining its association with collaborative interdependence in preclinical cohorts remains limited. This cross-sectional, correlational, non-experimental study examined the associations between perceived social interdependence and professional identity among 108 fourth-semester medical students enrolled in a Musculoskeletal and Integumentary System course. Professional identity was assessed using the Professional Identity Questionnaire, and social interdependence was measured using the Social Interdependence in Collaborative Learning Scale. To explore the relationship between these constructs, we conducted a series of descriptive and inferential statistical analyses. The results indicated generally high levels of professional attachment and a strong sense of belonging to the medical profession. Dimensions of social interdependence, particularly boundary interdependence and collaborative work, showed strong positive associations, while professional identity was also positively related to attachment. Regression analyses further suggested that collaborative work remained independently associated with professional identity after accounting for relevant sociodemographic and vocational factors. These findings indicate that positive interdependence-particularly group cohesion and shared boundaries-is associated with higher levels of professional identity. Strengthening collaborative learning structures in early medical education may support students' sense of belonging, norm internalization, and commitment to the medical profession.

Indexed as

cooperative behaviorprofessional identitysocial cognitionsocial interdependencesocial norms

Identifiers

PMID42651498
PMCPMC13509807

What OpenQuestion holds

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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.