Exploring AI integration in education: a sequential mediation analysis
Dana Rad, Alina Felicia Roman, Daniel Mara, Elena-Lucia Mara, Venera Cojocariu, Liliana Mâță, Ciprian Baciu, Mușata Bocoș, Zorica Triff, Dorin-Gheorghe Triff, Liana Tăușan-Crișan, Claudiu Langa, Mihaela Gabriela Neacșu
Center of Research Development and Innovation in Psychology, Faculty of Educational Sciences Psychology and Social Work, Aurel Vlaicu University of Arad, Romania,
Faculty of Social Sciences and Humanities, Lucian Blaga University of Sibiu, Romania
Teacher Training Department, Vasile Alecsandri University of Bacau, Romania
Faculty of Psychology and Educational Sciences, Babes-Bolyai University of Cluj-Napoca, Romania
Faculty of Letters, Department of Educational Sciences, Technical University of Cluj-Napoca, North University Center of Baia Mare, Maramures, Romania
Faculty of Engineering, Technical University of Cluj-Napoca, North University Center of Baia Mare, Baia Mare, Romania
Department of Specialty with a Psycho-Pedagogical Profile, Technical University of Cluj-Napoca, Romania
Department of Educational Sciences, Faculty of Education Social Sciences and Psychology, University of Pitesti, Romania
Faculty of Educational Sciences, Social Sciences and Psychology, National University of Science and Tehnology Politehnica Bucharest, Center Faculty of Educational Sciences, Bucharest, Romania
Abstract
This study explores the psychological impact of AI technology on students' recognition of educational benefits from AI integration, mediated by variation of the psychological influence of AI technology, benefits of rapid feedback provided by AI in the learning process, and perception of AI involvement in career and education. Conducted across six Romanian universities with 675 valid responses, it investigates a sequential mediation model linking AI technology's psychological influence, feedback benefits, career perceptions, and Benefits of AI integration in education. Results reveal a positive influence chain from AI's psychological impact to perceived educational benefits, mediated by rapid feedback provided by AI in the learning process and career perceptions. By highlighting the significance of addressing psychological effects and mediating factors that contribute to effective educational AI integration among Romanian students, an understanding of these dimensions improves AI integration strategies in education.
Keywords: artificial intelligence; education; psychological influence; sequential mediation model; Romanian students