Evidence map›Paper›PMID 42352806›Full record

ArticleBehavioral sciences (Basel, Switzerland)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.

Merve Coşgun Demirdağ, Najwa Salem Albeladi, Juan Gómez-Salgado, Murat Yıldırım

Abstract read
In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Merve Coşgun DemirdağMinistry of National Education, Ağrı 04100, Türkiye.ORCID 0000-0003-2652-020X
Najwa Salem AlbeladiCommunications Skills Department, Faculty of Science and Arts-Rabigh, King Abdulaziz University, Jeddah 21589, Saudi Arabia.ORCID 0000-0003-2940-2479
Juan Gómez-SalgadoDepartment of Sociology, Social Work and Public Health, Faculty of Labour Sciences, University of Huelva, 21071 Huelva, Spain.ORCID 0000-0001-9053-7730
Murat YıldırımDepartment of Psychology, Faculty of Science and Letters, Ağrı Ibrahim Cecen University, Ağrı 04100, Türkiye.ORCID 0000-0003-1089-1380

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

artificial intelligence awarenesshigh school studentsindividual entrepreneurial tendencieslearning agilityself-regulationserial mediation

Identifiers

PMID42352806
PMCPMC13295356

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.