Evidence map›Paper›PMID 42052069›Full record

ArticleFrontiers in psychology2026

Computational thinking and academic imposter syndrome: a serial mediation model of creative and critical thinking.

Adem Yilmaz, Mehmet Koray Serin

Abstract read
In one paragraph

Article in Frontiers in psychology, 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

2 authors.

Adem YilmazDepartment of Mathematics and Science Education, Faculty of Education, Kastamonu University, Kastamonu, Türkiye.
Mehmet Koray SerinDepartment of Primary Education, Faculty of Education, Kastamonu University, Kastamonu, Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study aimed to examine the relationships among computational thinking, creative thinking, critical thinking, and academic imposter syndrome within a serial mediation framework. More specifically, it investigated whether creative thinking and critical thinking sequentially mediate the relationship between computational thinking and academic imposter syndrome among university students. Methods: A quantitative, cross-sectional research design was employed. Data were collected from 728 undergraduate students enrolled at public universities in Türkiye. Participants completed validated self-report instruments assessing computational thinking, creative thinking dispositions, critical thinking dispositions, and academic imposter syndrome. Preliminary analyses were conducted to evaluate the reliability and validity of the measurement instruments. To test the proposed model, serial mediation analyses were performed using Hayes' PROCESS macro (Model 6) in SPSS. Bootstrap procedures with 5,000 resamples were used to estimate indirect effects and 95% confidence intervals. Results: Computational thinking was positively associated with both creative thinking and critical thinking, and creative thinking was also a significant positive predictor of critical thinking. In contrast, computational thinking, creative thinking, and critical thinking were all negatively associated with academic imposter syndrome. The serial mediation analyses further showed that creative thinking and critical thinking sequentially mediated the relationship between computational thinking and academic imposter syndrome. All indirect effects, including the total indirect effect, were statistically significant, as their confidence intervals did not include zero. Discussion: The findings indicate that computational thinking is associated with lower levels of academic imposter syndrome both directly and indirectly through creative and critical thinking. In this sense, higher-order cognitive skills may help explain more adaptive academic self-perceptions and lower levels of imposter-related feelings among university students. These results underscore the importance of integrating computational, creative, and critical thinking into higher education curricula to support both academic development and students' emotional adjustment.

Indexed as

academic imposter syndromecomputational thinkingcreative thinkingcritical thinkinghigher-order thinkingserial mediation

Identifiers

PMID42052069
PMCPMC13115357

What Socratic holds

Textmetadata
LicenceCC BY
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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 Socratic graph.