Journal ArticleParallel publicationPublished versionDOI: 10.48548/pubdata-3016

Artificial intelligence in K-12 instruction: the role of teacher professional development

Chronological data

Date of first publication2026-02-13
Date of publication in PubData 2026-02-17

Language of the resource

English

Related external resources

Variant form of DOI: 10.1186/s40561-026-00442-4
Mah, D., Groß, N., Egloffstein, M., Prilop, C. (2026). Artificial intelligence in K-12 instruction: the role of teacher professional development. Smart Learning Environments, 13(1), Article 16.
Published in ISSN: 2196-7091
Smart Learning Environments

Abstract

This study examines 532 school teachers’ perspectives on instructional quality, new teaching and learning opportunities, and the necessity for professional development (PD) activities related to artificial intelligence (AI) for K-12 education. Quantitative analyses revealed that AI-related PD opportunities are utilized to a limited extent thus far. However, the frequency of participation and satisfaction with the training are significantly and positively associated with key aspects of instructional quality (cognitive activation, classroom management, individualization, supportive climate). Furthermore, qualitative analyses indicate that the teaching profession is in its early stages of AI integration. The findings suggest that the transformative potential of AI for instruction remains either unclear to practitioners or beyond their current capacity for implementation. These results emphasize the importance of PD in AI for teaching in K-12 schools in the age of AI.

Keywords

Artificial Intelligence; Teachers; Germany; Denmark; Instructional Quality; Professional Development

Faculty / department

More information

DDC

Creation Context

Research