The Impact of Generative AI Dependence on University Students’ Creativity: The Mediating Role of Critical Thinking and the Moderating Role of Thinking Orientation
Aug 2026· Journal of Intelligence· Vol 14, pp. 168· 0 citations· 29 references
Medicine
TL;DR
Findings indicate that critical thinking is a central pathway through which AI dependence undermines creativity, and process-oriented thinking buffers this negative impact by safeguarding critical thinking.
Abstract
The rapid proliferation of generative artificial intelligence (AI) has raised concerns about its impact on creativity, yet mechanisms and boundary conditions remain underexplored. Using one survey and two experiments, we investigated how AI dependence affects university students’ creativity. Study 1 (cross-sectional) found AI dependence was negatively related to creativity, fully mediated by critical thinking. Study 2 (between-subjects experiment) experimentally demonstrated that high AI dependence was associated with lower creativity than low dependence, with critical thinking again mediating. Study 3 employed a 2 × 2 design with thinking orientation as a moderator in a first-stage moderated mediation model. Thinking orientation moderated the “AI dependence → critical thinking → creativity” pathway: the indirect effect was significant under an outcome-oriented condition but non-significant under a process-oriented condition; the index of moderated mediation was 0.22. These findings indicate that critical thinking is a central pathway through which AI dependence undermines creativity, and process-oriented thinking buffers this negative impact by safeguarding critical thinking. The study provides theoretical foundations and intervention directions for the judicious use of AI in education.
Introduction As generative artificial intelligence (GenAI) becomes increasingly integrated into graduate students’ academic research, the relationships between GenAI dependence and research creativity have attracted growing scholarly attention. This study distinguishes task-oriented functional dependence from deeper ps...
Shi Yin, Ru-Qiao Wu, Xue-Jun Liu et al.· Frontiers in Psychology· 0 citations
Generative artificial intelligence (GenAI) has rapidly become an everyday learning resource for university students, yet evidence on whether such use is associated with stronger or weaker critical thinking is sharply divided. Recent work documents both cognitive scaffolding and “metacognitive laziness” effects, suggest...
Background/ problem: The rise of artificial intelligence (AI) use in education has sparked debate about its potential association with students’ critical thinking, while existing studies have reported inconsistent findings.
Objective/ purpose: This study examined how AI dependency affects students’ critical thinking di...
M. Rafsanjani, R. Kurniawan, Handri Dian Wahyudi et al.· Journal of behavioral scienc...· 0 citations
The adoption of Generative Artificial Intelligence (GenAI), particularly ChatGPT, has transformed learning processes in Higher education by enabling AI-assisted problem solving. However, concerns remain regarding its impact on Self-Regulated Learning (SRL), Critical Thinking, and Academic Integrity among students. This...
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Critical Thinking and Decision Fatigue moderated the relationship between Critical Thinking and passive acceptance in several academic activities, with the strength of this evidence varying according to the applied correction for multiple comparisons.
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The growing adoption of AI in higher learning institutions poses important questions regarding its effects on higher-order cognitive competencies of students. Although previous studies have investigated perceptions of learning influenced by AI, very little information exists regarding the cognitive processes involved i...
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