Karla Vanessa Gonzalez-Contreras
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Research Interests
Karla Vanessa Gonzalez-Contreras has a total of 8 co-authors. Here are the top co-authors by number of shared publications:
- Eli Efrain Gomez-Ramirez
Unidad Académica de Medicina, Universidad Autónoma de Guadalajara, Zapopan 45129, Mexico
1 shared publication - Elvira Rodriguez-Flores
Unidad Académica de Medicina, Instituto de Ciencias Biológicas, Universidad Autónoma de Guadalajara, Zapopan 45129, Mexico
1 shared publication - Fernanda Medina-Vinelli
Programa de Servicio Social en Investigación, Facultad de Medicina, Instituto de Ciencias Biológicas, Universidad Autónoma de Guadalajara, Zapopan 45129, Mexico
1 shared publication - Karime Nereida Valdez-Toral
Programa de Servicio Social en Investigación, Facultad de Medicina, Instituto de Ciencias Biológicas, Universidad Autónoma de Guadalajara, Zapopan 45129, Mexico
1 shared publication - Maricela Casas Castañeda
Unidad Académica de Medicina, Instituto de Ciencias Biológicas, Universidad Autónoma de Guadalajara, Zapopan 45129, Mexico
1 shared publication - María Valentina Toral-Murillo
Unidad Académica de Medicina, Instituto de Ciencias Biológicas, Universidad Autónoma de Guadalajara, Zapopan 45129, Mexico
1 shared publication
Latest Publications
- Open Access
- 3 August 2026
- Published by MDPI AG in Behavioral Sciences
- Vol. 16 (8) , 1320
From Collaboration to Identity: The Role of Social Norms and Interdependence in Medical Students
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.
- 3 August 2026
- Published by MDPI AG in Behavioral Sciences
- Vol. 16 (8) , 1320
Open AccessFrom Collaboration to Identity: The Role of Social Norms and Interdependence in Medical Students
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.