Development and psychometric evaluation of the artificial intelligence ethical awareness scale

Ethics and Behavior 36 (6):494-510 (2026)
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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.

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