Knowledge, perceptions, attitudes, and practices regarding artificial intelligence among Paraguayan medical students: a multicenter cross-sectional study
Objective To assess knowledge, perceptions, attitudes, and practices related to artificial intelligence (AI) among medical students in Paraguay in 2025. Methods A descriptive cross-sectional study was conducted through an online survey of 558 medical students in Paraguay. Sociodemographic variables, level of AI knowledge, Likert-scale perceptions, and attitudes towards AI in clinical practice were analyzed. Results Overall, 92.1% of students correctly identified the definition of AI, and 57.5% reported having received prior training in AI. A favorable attitude towards AI improving medical diagnosis was expressed by 61.3%, whereas 76.9% considered that AI complements but does not replace the physician. A total of 84.9% reported feeling comfortable using AI tools in their future practice, and 85.3% expressed interest in receiving specific training in AI in medicine. Conclusions Paraguayan medical students show an acceptable level of AI knowledge, predominantly positive perceptions, and a high willingness to incorporate AI into clinical practice. Nevertheless, the persistent training gaps observed support consideration of structured AI-related content within medical curricula. These findings should be interpreted in light of the predominance of pre-clinical students and the non-probabilistic sampling.
Authors
- Telmo Raul Aveiro‐Róbalo (ORCID: https://orcid.org/0000-0003-2409-8324)
- María Victoria Benítez Pérez (ORCID: https://orcid.org/0009-0008-5793-9795)
- Juan Manuel Invernizzi Prats (ORCID: https://orcid.org/0000-0003-2151-6543)
- Arami Ortellado González (ORCID: https://orcid.org/0009-0001-6318-8050)
- Rania Baumann
- Anapaula Thaís Giménez
- Amanda Silvana Silvana Parri Contini
- Raquel Tejada Fernández
- Laura Soledad Samudio Sanchez
- Antonio Miguel Ruiz Díaz Oviedo
- Milka Araujo Benítez
Institutions
- Universidad Católica Nuestra Señora de la Asunción (PY)
- Universidad del Pacífico (PY)
- Universidad María Auxiliadora (PE)
- Universidad María Auxiliadora (PY)
- Universidad Centro Médico Bautista (PY)
- University of the Pacific (PE)
Publication Details
- Journal
- Frontiers in Education
- Published
- 2026-11-04
- DOI
- https://doi.org/10.3389/feduc.2026.1908486
- Primary Topic
- Artificial Intelligence in Healthcare and Education
- Type
- article
- Field-Weighted Citation Impact
- 0.00