Development and psychometric evaluation of the artificial intelligence ethical awareness scale

The rapid integration of artificial intelligence (AI) into daily life has created ethical challenges, highlighting the need for responsible use. This methodological study developed the AI Ethical Awareness Scale to measure individuals' awareness levels. Data were collected from 616 AI users, and analyses confirmed a three-factor, nine-item structure: Transparency, Integrity, and Awareness. The scale demonstrated strong reliability and validity, explaining 74.8% of the variance. Developed within the Turkish cultural context, it is a valid and reliable tool to assess AI ethical awareness. The AIEAS can be used to assess the effectiveness of ethics education programs or inform policy recommendations regarding responsible AI use. It also holds potential for adaptation across different cultural settings to support cross-cultural research.

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Publication Details

Journal
Ethics & Behavior
Published
2025-12-08
DOI
https://doi.org/10.1080/10508422.2025.2595433
Primary Topic
Ethics in Business and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

Development and psychometric evaluation of the artificial intelligence ethical awareness scale

Ethics & Behavior
Ethics in Business and Education
article

Development and psychometric evaluation of the artificial intelligence ethical awareness scale

article en

Abstract

The rapid integration of artificial intelligence (AI) into daily life has created ethical challenges, highlighting the need for responsible use. This methodological study developed the AI Ethical Awareness Scale to measure individuals' awareness levels. Data were collected from 616 AI users, and analyses confirmed a three-factor, nine-item structure: Transparency, Integrity, and Awareness. The scale demonstrated strong reliability and validity, explaining 74.8% of the variance. Developed within the Turkish cultural context, it is a valid and reliable tool to assess AI ethical awareness. The AIEAS can be used to assess the effectiveness of ethics education programs or inform policy recommendations regarding responsible AI use. It also holds potential for adaptation across different cultural settings to support cross-cultural research.

Ethics & Behavior
Bursa Uludağ Üni̇versi̇tesi̇ (TR), Artvin Coruh University (TR), University of Health Science (KH), Necmettin Erbakan University (TR)
Openalex Percentile: Top 20%
Ethics in Business and Education
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Development and psychometric evaluation of the artificial intelligence ethical awareness scale · Ethics & Behavior (2025) | TGRS Research Map | TGRS