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Article

The Mediating Role of Self-Regulation and Artificial Intelligence Awareness in the Effect of Individual Entrepreneurship Tendencies on Learning Agility in High School Students

by
Merve Coşgun Demirdağ
1,
Najwa Salem Albeladi
2,
Juan Gómez-Salgado
3,4 and
Murat Yıldırım
5,6,*
1
Ministry of National Education, Ağrı 04100, Türkiye
2
Communications Skills Department, Faculty of Science and Arts—Rabigh, King Abdulaziz University, Jeddah 21589, Saudi Arabia
3
Department of Sociology, Social Work and Public Health, Faculty of Labour Sciences, University of Huelva, 21071 Huelva, Spain
4
Safety and Health Postgraduate Program, Universidad Espíritu Santo, Guayaquil 092301, Ecuador
5
Department of Psychology, Faculty of Science and Letters, Ağrı Ibrahim Cecen University, Ağrı 04100, Türkiye
6
Psychology Research Center, Khazar University, Baku AZ1096, Azerbaijan
*
Author to whom correspondence should be addressed.
Behav. Sci. 2026, 16(6), 973; https://doi.org/10.3390/bs16060973 (registering DOI)
Submission received: 23 April 2026 / Revised: 9 June 2026 / Accepted: 9 June 2026 / Published: 11 June 2026
(This article belongs to the Special Issue AI Use and Academic Development)

Abstract

Learning agility is considered a key competence for adapting to rapidly changing educational and technological environments. Although entrepreneurial tendencies have been associated with adaptive learning outcomes, the psychological mechanisms underlying this relationship remain insufficiently understood. This study examined whether self-regulation and artificial intelligence (AI) awareness sequentially mediate the relationship between individual entrepreneurial tendencies and learning agility among high school students. The study involved 564 high school students (55% girls, 45% boys; aged 14–19 years, M = 17.02, SD = 1.28) from two public schools in Türkiye. Participants completed validated measures of entrepreneurial tendencies, self-regulation, AI awareness, and learning agility. The hypothesized serial mediation model was tested using PROCESS Macro Model 6. Entrepreneurial tendencies were positively associated with learning agility both directly and indirectly. Self-regulation emerged as a significant independent mediator, and a significant sequential mediation pathway was identified through self-regulation and AI awareness. The findings suggest that entrepreneurial tendencies are associated with higher levels of self-regulation and AI awareness, which are in turn associated with learning agility. The results highlight the importance of self-regulation and AI awareness as factors associated with the relationship between entrepreneurial tendencies and learning agility. Educational practices that foster entrepreneurship, self-regulation, and AI awareness may support students’ adaptability and readiness for rapidly evolving digital learning environments.
Keywords: individual entrepreneurial tendencies; self-regulation; artificial intelligence awareness; learning agility; high school students; serial mediation individual entrepreneurial tendencies; self-regulation; artificial intelligence awareness; learning agility; high school students; serial mediation

Share and Cite

MDPI and ACS Style

Coşgun Demirdağ, M.; Salem Albeladi, N.; Gómez-Salgado, J.; Yıldırım, M. The Mediating Role of Self-Regulation and Artificial Intelligence Awareness in the Effect of Individual Entrepreneurship Tendencies on Learning Agility in High School Students. Behav. Sci. 2026, 16, 973. https://doi.org/10.3390/bs16060973

AMA Style

Coşgun Demirdağ M, Salem Albeladi N, Gómez-Salgado J, Yıldırım M. The Mediating Role of Self-Regulation and Artificial Intelligence Awareness in the Effect of Individual Entrepreneurship Tendencies on Learning Agility in High School Students. Behavioral Sciences. 2026; 16(6):973. https://doi.org/10.3390/bs16060973

Chicago/Turabian Style

Coşgun Demirdağ, Merve, Najwa Salem Albeladi, Juan Gómez-Salgado, and Murat Yıldırım. 2026. "The Mediating Role of Self-Regulation and Artificial Intelligence Awareness in the Effect of Individual Entrepreneurship Tendencies on Learning Agility in High School Students" Behavioral Sciences 16, no. 6: 973. https://doi.org/10.3390/bs16060973

APA Style

Coşgun Demirdağ, M., Salem Albeladi, N., Gómez-Salgado, J., & Yıldırım, M. (2026). The Mediating Role of Self-Regulation and Artificial Intelligence Awareness in the Effect of Individual Entrepreneurship Tendencies on Learning Agility in High School Students. Behavioral Sciences, 16(6), 973. https://doi.org/10.3390/bs16060973

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