Evidence map›Paper›PMID 41749980›Full record

ArticleBehavioral sciences (Basel, Switzerland)2026

Self-Concept Clarity and AI Anxiety in Graduate Students: Mediating Roles of Intentional Self-Regulation and Perceived Stress and Moderating Role of Intolerance of Uncertainty.

Qingqing Li, Yingmin Chen, Mingyang Zhang, Jia Zhang, Zhenrong Fu, Fei Ye

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

6 authors.

Qingqing LiKey Laboratory of Adolescent Cyberpsychology and Behavior, Ministry of Education, Central China Normal University, Wuhan 430079, China.ORCID 0000-0001-7865-9081
Yingmin ChenKey Laboratory of Adolescent Cyberpsychology and Behavior, Ministry of Education, Central China Normal University, Wuhan 430079, China.
Mingyang ZhangSchool of Law, Central China Normal University, Wuhan 430079, China.ORCID 0009-0009-0159-8335
Jia ZhangKey Laboratory of Adolescent Cyberpsychology and Behavior, Ministry of Education, Central China Normal University, Wuhan 430079, China.
Zhenrong FuKey Laboratory of Adolescent Cyberpsychology and Behavior, Ministry of Education, Central China Normal University, Wuhan 430079, China.
Fei YeGraduate School, Central China Normal University, Wuhan 430079, China.

Funding

China Postdoctoral Science Foundation 2023M741316Educational Science Research Project of Tongling City tl2024102Fundamental Research Funds for the Central Universities CCNU25ZZ152; CCNU24JCPT036; CCNU24JC004; CCNU24XJ03National Natural Science Foundation of Hubei Province 2023AFB276; JCZRYB202501033
6 · The paper itself

Abstract

Research has identified self-concept clarity as a critical psychological resource; however, its mechanisms in mitigating artificial intelligence (AI) anxiety remain underexplored. This study employed a cross-sectional survey of 2176 graduate students (1584 females;

Indexed as

AI anxietyintentional self-regulationintolerance of uncertaintyperceived stressself-concept clarity

Identifiers

PMID41749980
PMCPMC12937827

What OpenQuestion holds

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Registered trials

None linked

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.