Generative AI highlights the contrast between students’ dualistic epistemic practices and teacher education learning objectives

dc.contributor.authorHärkki, Tellervo
dc.contributor.authorThorström, Tarmo
dc.contributor.authorLeino, Miika
dc.contributor.authorVartiainen, Henriikka
dc.contributor.authorTedre, Matti
dc.contributor.organizationfi=opettajankoulutuslaitos (Rauma)|en=Department of Teacher Education (Rauma)|
dc.contributor.organization-code1.2.246.10.2458963.20.99310884848
dc.converis.publication-id515963273
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/515963273
dc.date.accessioned2026-06-12T20:11:26Z
dc.description.abstractThis study examines student teachers’ capabilities when adopting a generative AI system as a new cognitive tool. In our pedagogical intervention, students used ChatGPT 3.5 to support a small research task. Consistent with decades of research on higher education students’ epistemic positions, most students approached the knowledge-building task (and, respectively, ChatGPT) with dualistic epistemic practices. Notably, ChatGPT’s polished interface invites naïve dualistic interpretations. However, teacher education learning objectives and effective knowledge-building with generative AI tools require more sophisticated epistemic stances: understanding knowledge as contingent and context-bound and knowledge-building as an activity that requires validation. This suggests that the central challenge for teacher education is not generative AI per se but supporting students’ epistemic development so that they can use such tools responsibly.
dc.format.pagerange83
dc.format.pagerange59
dc.identifier.eissn1835-517X
dc.identifier.jour-issn0313-5373
dc.identifier.urihttps://www.utupub.fi/handle/11111/61840
dc.identifier.urlhttps://ro.ecu.edu.au/ajte/vol50/iss4/4/
dc.identifier.urnURN:NBN:fi-fe2026061268872
dc.language.isoen
dc.okm.affiliatedauthorHärkki, Tellervo
dc.okm.affiliatedauthorThorström, Tarmo
dc.okm.affiliatedauthorLeino, Miika
dc.okm.discipline516 Educational sciencesen_GB
dc.okm.discipline516 Kasvatustieteetfi_FI
dc.okm.internationalcopublicationnot an international co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherEdith Cowan University
dc.publisher.countryAustraliaen_GB
dc.publisher.countryAustraliafi_FI
dc.publisher.country-codeAU
dc.relation.articlenumber4
dc.relation.doi10.14221/1835-517X.6925
dc.relation.ispartofjournalAustralian Journal of Teacher Education
dc.relation.issue4
dc.relation.volume50
dc.titleGenerative AI highlights the contrast between students’ dualistic epistemic practices and teacher education learning objectives
dc.year.issued2025

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