Multimodal Assessment in Clinical Simulations: A Guide for Moving Towards Precision Education

dc.contributor.authorSchwengel, Deborahen
dc.contributor.authorVillagran, Ignacioen
dc.contributor.authorMiller, Geoffreyen
dc.contributor.authorMiranda, Constanzaen
dc.contributor.authorToy, Serkanen
dc.date.accessioned2025-10-14T12:42:16Zen
dc.date.available2025-10-14T12:42:16Zen
dc.date.issued2025-04-01en
dc.description.abstractTechnological advances and cutting-edge data analytics approaches give new prospects for using multimodal assessments in simulation-based medical education. These multimodal approaches consider the interaction of data obtained from multiple sources and can enhance our ability to assess the educational efficacy of simulations and optimize learning experiences for each individual learner. However, several challenges could jeopardize the successful implementation of this approach. We present a practical guide for integrating multimodal assessment in clinical simulation-based education, offering educators and researchers a systematic checklist to consider before undertaking these multimodal assessment initiatives.en
dc.description.sponsorshipNational Agency for Research and Development (ANID) under the Scholarship Program DOCTORADO BECAS CHILE [21202032]en
dc.format.mimetypeapplication/pdfen
dc.identifier.doihttps://doi.org/10.1007/s40670-024-02221-7en
dc.identifier.eissn2156-8650en
dc.identifier.issue2en
dc.identifier.pmid40353039en
dc.identifier.urihttps://hdl.handle.net/10919/138177en
dc.identifier.volume35en
dc.language.isoenen
dc.publisherSpringernatureen
dc.rightsCreative Commons Attribution 4.0 Internationalen
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/en
dc.subjectMultimodal assessmenten
dc.subjectSimulation-based learningen
dc.subjectPrecision educationen
dc.subjectMultimodal learning analyticsen
dc.titleMultimodal Assessment in Clinical Simulations: A Guide for Moving Towards Precision Educationen
dc.title.serialMedical Science Educatoren
dc.typeArticle - Refereeden
dc.type.dcmitypeTexten

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