A1 Refereed original research article in a scientific journal

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




AuthorsHärkki, Tellervo; Thorström, Tarmo; Leino, Miika; Vartiainen, Henriikka; Tedre, Matti

PublisherEdith Cowan University

Publication year2025

Journal: Australian Journal of Teacher Education

Article number4

Volume50

Issue4

First page 59

Last page83

ISSN0313-5373

eISSN1835-517X

DOIhttps://doi.org/10.14221/1835-517X.6925

Publication's open availability at the time of reportingOpen Access

Publication channel's open availability Open Access publication channel

Web address https://ro.ecu.edu.au/ajte/vol50/iss4/4/


Abstract
This 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.


Funding information in the publication
Research was not funded.


Last updated on 30/03/2026 10:38:03 AM