Evidence map›Paper›PMID 42646012›Full record

ArticleJournal of Intelligence2026

The Impact of Generative AI Dependence on University Students' Creativity: The Mediating Role of Critical Thinking and the Moderating Role of Thinking Orientation.

Fang Yuan, Chunlei Liu, Jiaqin Yang

Abstract read
In one paragraph

Article in Journal of Intelligence, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

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

3 authors.

Fang YuanFaculty of Education, Qufu Normal University, Qufu 273165, China.
Chunlei LiuSchool of Psychology, Qufu Normal University, Qufu 273165, China.ORCID 0000-0002-1947-7365
Jiaqin YangSchool of Psychology, Qufu Normal University, Qufu 273165, China.

Funding

Jining City Key Research and Development Program 2025YXNS001Ministry of Education (MOE), Industry-University Collaborative Education Project not applicableTeaching Guidance Committee for Psychology Majors in Higher Education Institutions of the MOE 2024SYSJ24; 20252040
6 · The paper itself

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.

Indexed as

creativitycritical thinkinggenerative AI dependencemoderated mediationthinking orientation

Identifiers

PMID42646012
PMCPMC13514692

What OpenQuestion holds

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Registered trials

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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.