Comparison between the traditional study method and AI use in the analysis of an occupational risk prevention law in Nursing students: An experimental study

dc.contributor.authorMayor Silva, Luis Iván
dc.contributor.authorMoreno Pimentel, Antonio Gabriel
dc.contributor.authorHernández Martín, Marta María
dc.contributor.authorMoreno Muñoz, Guillermo
dc.contributor.authorMaté Muñoz, José Luis
dc.contributor.authorMeneses Monroy, Alfonso
dc.date.accessioned2026-02-17T18:20:52Z
dc.date.available2026-02-17T18:20:52Z
dc.date.issued2025-08-14
dc.description2025 Acuerdos transformativos CRUE
dc.description.abstractBackground: The efficacy of artificial intelligence (AI) in enhancing university learning remains unproven. Aim: The aim of this study was to compare the impact of AI tools with that of traditional, text-based study methods on undergraduate nursing students' learning of legal content related to the prevention of occupational risk. Methods: Experimental study in which students were randomly assigned to two groups: one utilized AI tools, and the other employed traditional text reading methods. Both groups completed an objective multiple-choice questionnaire and a subjective self-assessment before and after the intervention. The objective questions assessed four cognitive domains: knowledge, comprehension, analysis, and application. Results: Both groups improved their overall knowledge levels (p < 0.001), with the control group exhibiting a more pronounced improvement (p = 0.002). The control group demonstrated superior performance in the knowledge-based questions (p = 0.001). However, no significant differences were observed in comprehension, analysis, or application. Conclusions: Conventional study methods provide superior knowledge acquisition in comparison to AI methods. The use of AI did not improve critical thinking skills, such as understanding or application.
dc.description.departmentDepto. de Enfermería
dc.description.facultyFac. de Enfermería, Fisioterapia y Podología
dc.description.refereedTRUE
dc.description.statuspub
dc.identifier.citationMayor-Silva, L. I., Moreno-Pimentel, A. G., Hernández-Martín, M. M., Moreno, G., Maté-Muñoz, J. L., & Meneses-Monroy, A. (2026). Comparison between the traditional study method and AI use in the analysis of an occupational risk prevention law in Nursing students: An experimental study. Teaching and Learning in Nursing, 21(1), e102-e108. https://doi.org/10.1016/J.TELN.2025.08.018
dc.identifier.doi10.1016/J.TELN.2025.08.018
dc.identifier.essn1557-2013
dc.identifier.issn1557-3087
dc.identifier.officialurlhttps://doi.org/10.1016/J.TELN.2025.08.018
dc.identifier.relatedurlhttps://www.sciencedirect.com/science/article/pii/S1557308725002513
dc.identifier.urihttps://hdl.handle.net/20.500.14352/132529
dc.issue.number1
dc.journal.titleComparison between the traditional study method and AI use in the analysis of an occupational risk prevention law in Nursing students: An experimental study
dc.language.isoeng
dc.page.finale108
dc.page.initiale102
dc.publisherElsevier
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internationalen
dc.rights.accessRightsopen access
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subject.cdu616-083
dc.subject.keywordArtificial Intelligence
dc.subject.keywordEducation
dc.subject.keywordOccupational risk prevention
dc.subject.keywordNursing students
dc.subject.ucmEnfermería
dc.subject.ucmMedicina del trabajo
dc.subject.ucmPsicología de la educación (Psicología)
dc.subject.unesco32 Ciencias Médicas
dc.subject.unesco5802 Organización y Planificación de la Educación
dc.titleComparison between the traditional study method and AI use in the analysis of an occupational risk prevention law in Nursing students: An experimental study
dc.typejournal article
dc.type.hasVersionVoR
dc.volume.number21
dspace.entity.typePublication
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