TY - JOUR
T1 - Generative AI and education
T2 - Exploring the interplay between teachers' epistemic beliefs and self-regulated learning
AU - Sui, Chi Jung
AU - Chang, Chun Yen
N1 - Publisher Copyright:
This article of Educational Technology & Society is available under Creative Commons CC-BY NC-ND 3.0 license (https://creativecommons.org/licenses/by-nc-nd/3.0/).
PY - 2026/7
Y1 - 2026/7
N2 - The rapid advancement of generative AI (GenAI) technologies, such as ChatGPT, has significantly transformed the educational landscape. Previous research highlights the impact of teachers' beliefs on their professional development and instructional methods. There is a growing need to align teachers' beliefs with the latest technological advancements. This study investigates the relationships between teachers' epistemic beliefs and their self-regulated learning under GenAI contexts. With a sample of 687 educators, this research employs exploratory and confirmatory factor analyses to validate the GenAI Epistemic Beliefs Questionnaire and the GenAI Self-regulated Learning Questionnaire. Structural equation modeling reveals that specific dimensions of GenAI epistemic beliefs, particularly the justification for GenAI-generated content and the structure of GenAI-generated content, significantly influence the planning phase of self-regulated learning. Teachers with sophisticated beliefs in justifying GenAI-generated content demonstrate more effective planning strategies. In contrast, those with structured beliefs in GenAI-generated content exhibit a more rigid approach to planning. However, these epistemic beliefs do not directly impact the adaptation phase of self-regulated learning; instead, planning serves as a full mediator, emphasizing the critical role of initial self-regulated learning planning in fostering adaptability. This study underscores the importance of understanding how educators' beliefs about GenAI influence their self-regulated learning.
AB - The rapid advancement of generative AI (GenAI) technologies, such as ChatGPT, has significantly transformed the educational landscape. Previous research highlights the impact of teachers' beliefs on their professional development and instructional methods. There is a growing need to align teachers' beliefs with the latest technological advancements. This study investigates the relationships between teachers' epistemic beliefs and their self-regulated learning under GenAI contexts. With a sample of 687 educators, this research employs exploratory and confirmatory factor analyses to validate the GenAI Epistemic Beliefs Questionnaire and the GenAI Self-regulated Learning Questionnaire. Structural equation modeling reveals that specific dimensions of GenAI epistemic beliefs, particularly the justification for GenAI-generated content and the structure of GenAI-generated content, significantly influence the planning phase of self-regulated learning. Teachers with sophisticated beliefs in justifying GenAI-generated content demonstrate more effective planning strategies. In contrast, those with structured beliefs in GenAI-generated content exhibit a more rigid approach to planning. However, these epistemic beliefs do not directly impact the adaptation phase of self-regulated learning; instead, planning serves as a full mediator, emphasizing the critical role of initial self-regulated learning planning in fostering adaptability. This study underscores the importance of understanding how educators' beliefs about GenAI influence their self-regulated learning.
KW - Epistemic beliefs
KW - Generative AI
KW - Self-regulated learning
KW - Structural model
UR - https://www.scopus.com/pages/publications/105043704109
UR - https://www.scopus.com/pages/publications/105043704109#tab=citedBy
U2 - 10.30191/ETS.202607_29(3).RP03
DO - 10.30191/ETS.202607_29(3).RP03
M3 - Article
AN - SCOPUS:105043704109
SN - 1176-3647
VL - 29
SP - 34
EP - 50
JO - Educational Technology and Society
JF - Educational Technology and Society
IS - 3
ER -