In search of artificial intelligence (AI) literacy in teacher education: A scoping review

В поисках грамотности в области искусственного интеллекта (ИИ) в педагогическом образовании: обзор области исследований
Fredrik Heintz, Cormac McGrath, Katarina Sperling, Carl-Johan Stenberg, Anna Åkerfeldt, Linnéa Stenliden
2024-03-14

AI ethicsAI literacyscoping reviewteacher educationteachers’ professional knowledge
Artificial Intelligence (AI) literacy has recently emerged on the educational agenda raising expectations on teachers’ and teacher educators’ professional knowledge. This scoping review examines how the scientific literature conceptualises AI literacy in relation to teachers’ different forms of professional knowledge relevant for Teacher Education (TE). The search strategy included papers and proceedings from 2000- to 2023 related to AI literacy and TE as well as the intersection of AI and teaching. Thirty-four papers were included in the analysis. The Aristotelian concepts episteme (theoretical-scientific knowledge), techne (practical-productive knowledge), and phronesis (professional judgement) were used as a lens to capture implicit and explicit dimensions of teachers’ professional knowledge. Results indicate that AI literacy is a globally emerging research topic in education but almost absent in the context of TE. The literature covers many different topics and draws on different methodological approaches. Computer science and exploratory teaching approaches influence the type of epistemic, practical, and ethical knowledge. Currently, teachers’ professional knowledge is not broadly addressed or captured in the research. Questions of ethics are predominantly addressed as a matter of understanding technical configurations of data-driven AI technologies. Teacher's’ practical knowledge tends to translate into the adoption of digital resources for teaching about AI or the integration of AI EdTech into teaching. By identifying several research gaps, particularly concerning teachers' practical and ethical knowledge, this paper adds to a more comprehensive understanding of AI literacy in teaching and can contribute to a more well-informed AI literacy education in TE as well as laying the ground for future research related to teachers’ professional knowledge.
1
AI literacy is a globally emerging educational research topic but remains almost absent from research specifically focused on teacher education.
2
Existing literature spans diverse topics and methods, with computer science and exploratory teaching approaches shaping epistemic, practical, and ethical knowledge.
3
Practical knowledge is typically reduced to adopting digital resources for teaching AI or integrating AI educational technologies, revealing major gaps in practical and ethical knowledge research.
4
Teachers’ professional knowledge is not comprehensively addressed; ethical issues are mainly framed as understanding the technical configurations of data-driven AI.
5
The scoping review analyzed 34 papers from 2000–2023 addressing AI literacy, teacher education, and AI in teaching.

AI literacy in the context of teacher education (teachers’ professional knowledge related to AI)

The conceptualisation and coverage of teachers’ epistemic, practical, and ethical knowledge related to AI literacy

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2024-03-14
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Fredrik Heintz
Cormac McGrath
Katarina Sperling
Carl-Johan Stenberg
Anna Åkerfeldt
Linnéa Stenliden
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