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ERIC Number: EJ1475307
Record Type: Journal
Publication Date: 2025-Jun
Pages: 28
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-1360-2357
EISSN: EISSN-1573-7608
Available Date: 2025-01-13
A Psychometric Analysis of the Artificial Intelligence Skills Scale Developed through Chat GPT
Education and Information Technologies, v30 n9 p12489-12516 2025
This study aims to examine the psychometric properties of a scale developed to measure teachers' ability to use artificial intelligence tools in education. The scale was originally proposed as having 33 items across 5 sub-dimensions by Chat GPT-4, an AI system. To establish content validity, the scale form was submitted to expert review. An exploratory factor analysis (EFA) was then conducted on a sample of 347 teachers to determine if the 33-item, 5-subdimensional structure proposed by Chat GPT was confirmed by empirical data. The EFA results supported Chat GPT-4's proposed structure. A confirmatory factor analysis (CFA) was applied to a new sample of 603 teachers to assess the scale's validity in an independent sample. The CFA results did not fully support the structure consisting of 33 items and 5 subdimensions proposed by Chat GPT. Reliability was analyzed using Cronbach's Alpha and test-retest methods.
Springer. Available from: Springer Nature. One New York Plaza, Suite 4600, New York, NY 10004. Tel: 800-777-4643; Tel: 212-460-1500; Fax: 212-460-1700; e-mail: customerservice@springernature.com; Web site: https://link.springer.com/
Publication Type: Journal Articles; Reports - Research
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A
Author Affiliations: 1Selçuklu Science and Art Centre, Konya, Türkiye; 2Kahramanmaras Sütçü Imam University, Kahramanmaras, Türkiye; 3Bayburt University Faculty of Education, Bayburt, Türkiye; 4Samsun University, Samsun, Türkiye