Ethics Awareness As A Moderating Factor In Generative AI Adoption Among Business School Students

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Authors: Aivars Spilbergs, Biruta Sloka, Gunta Innuse-Breidaka, Laima Čable, Ginta Tora, Kristīne Liepiņa
Cited by: 1

Abstract

The rapid proliferation of generative artificial intelligence (GAI) tools has transformed higher education, raising urgent questions about their ethical use and acceptance. This study examines the moderating effect of ethics awareness on the adoption of GAI among business school students in the Baltic Sea region. Designing on the Unified Theory of Acceptance and Use of Technology (UTAUT2) and its extensions, the research integrates constructs of performance expectancy, effort expectancy, social influence, study value, habit, and ethics awareness. A survey of 441 students across Baltic Sea region business schools was analyzed using partial least squares structural equation modeling (PLS-SEM). Results indicate that performance expectancy, social influence, study value, habit, and ethics awareness significantly predict GAI use, whereas effort expectancy has a limited influence. Habit emerged as the strongest driver, underscoring the importance of routinized engagement. Moderation analyses reveal that ethics awareness amplifies the effects of social influence and habit but attenuates the impacts of performance expectancy, effort expectancy, and study value. These findings suggest that ethical sensitivity does not discourage adoption but channels it toward socially validated and responsible practices. The study contributes to theory by extending UTAUT2 with ethics awareness as a critical construct and offers practical implications for business schools. Embedding ethical literacy alongside technical proficiency is crucial to ensure the responsible integration of AI. Limitations include regional sampling; future research is encouraged to explore cross-cultural contexts and longitudinal adoption patterns.

Fields of Study & Subjects

Ethics and Social Impacts of AI AI in Service Interactions Ethics in Business and Education

Publication details

Journal / source
International Journal of Advances in Signal and Image Sciences
Publisher
XLE Science
Volume
12
Issue
1s
Pages
181–192
Publication date
10 January 2026