Araştırma Makalesi

Correlation between artificial intelligence in education and teacher self-efficacy beliefs: a review

Sayı: 34 22 Haziran 2023
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Correlation between artificial intelligence in education and teacher self-efficacy beliefs: a review

Abstract

Teachers' self-efficacy (TSE) beliefs affect not just their performance and motivation, but also the academic success of their pupils. As a result, researchers focused on the crucial self-beliefs of educators and its origins. This review article seeks to fill a gap regarding the correlation of teacher self-efficacy and its relation with the recently developed and ever-growing artificial intelligence (AI) technology by combining literature reviews from both of the topics to get a whole understanding and provide a solid framework for the suggestions of this paper. In addition, examples of how AI can be used in the classroom and the skills required for this use are mentioned and linked to educators' self-efficacy beliefs. Findings of literature review suggested that teacher self-efficacy is affected by various factors, but no studies which measured the correlation between AI literacy and teacher self-efficacy beliefs were found, thus, it is suggested that future research should be conducted to measure the correlation between AI literacy and teacher self-efficacy beliefs. Based on studies on these main topics that were reviewed separately, following implications were reached: (1) identifying ways that educators can take AI's advantage to improve their work efficiency rather than just relying on the tool to get the job done is crucial, (2) Policymakers should set up both pre-service and in-service training programs because they might offer novice teachers and seasoned educators the chance to learn through observational learning to increase their teacher self-efficacy regarding the use of AI in education.

Keywords

Kaynakça

  1. Atlas, S. (2023). ChatGPT for higher education and professional development: A guide to conversational AI. https://digitalcommons.uri.edu/cba_facpubs/548
  2. Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behavioral change. Psychological Review, 84, 191-215.
  3. Bandura, A., (1986). Social Foundations of Thought and Action: A Social Cognitive Theory. Prentice-Hall, Englewood Cliffs, NJ.
  4. Bandura, A., (1997). Self-efficacy: The Exercise of Control. Freeman, New York.
  5. Brockman, G., Cheung, V., Pettersson, L., Schneider, J., Schulman, J., Tang, J., & Zaremba, W. (2016). OpenAI Gym. arXiv. https://doi.org/10.48550/arXiv.1606.01540
  6. Budzianowski, P., & Vulić, I. (2019). Hello, it's GPT-2--how can I help you? towards the use of pretrained language models for task-oriented dialogue systems. arXiv. https://doi.org/10.48550/arXiv.1907.05774
  7. Cassady, J. C., & Johnson, R. E. (2002). Cognitive test anxiety and academic performance. Contemporary Educational Psychology, 27(2), 270–295. https://doi.org/10.1006/ceps.2001.1094
  8. Cassidy, C. (2023). Australian universities to return to ‘pen and paper’ exams after students caught using AI to write essays. The Guardian Online. Available at https://www.theguardian.com/australia-news/2023/jan/10/universities-to-return-to-pen-and-paper-exams-after-students-caught-using-ai-to-write-essays, accessed 11/05/23.

Ayrıntılar

Birincil Dil

İngilizce

Konular

-

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

22 Haziran 2023

Gönderilme Tarihi

18 Mayıs 2023

Kabul Tarihi

20 Haziran 2023

Yayımlandığı Sayı

Yıl 2023 Sayı: 34

Kaynak Göster

APA
Oran, B. B. (2023). Correlation between artificial intelligence in education and teacher self-efficacy beliefs: a review. RumeliDE Dil ve Edebiyat Araştırmaları Dergisi, 34, 1354-1365. https://doi.org/10.29000/rumelide.1316378

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