Evidence map›Paper›PMID 42324563›Full record

ArticleBMC psychology2026

The role of problem-solving and decision-making skills in linking critical thinking dispositions to perceptions of success.

Ahmet Oğuz Akçay, Engin Karahan, Ahmet Kara

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In one paragraph

Article in BMC psychology, 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

The trial behind it

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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.

Ahmet Oğuz AkçayDepartment of Elementary and Early Childhood Education, Eskisehir Osmangazi University, Eskisehir, Türkiye. aoakcay@ogu.edu.tr.ORCID http://orcid.org/0000-0003-2109-976X
Engin KarahanDepartment of Mathematics and Science Education, Middle East Technical University, Ankara, Türkiye.ORCID http://orcid.org/0000-0003-4530-211X
Ahmet KaraDepartment of Psychology, Kastamonu University, Kastamonu, Türkiye.ORCID http://orcid.org/0000-0002-1155-619X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAs educational priorities increasingly emphasize higher-order cognitive skills over rote memorization, it has become essential to clarify how these competencies interact in young learners. To address this, the current study examines how primary school students' problem-solving and decision-making skills mediate the relationship between their critical thinking dispositions and self-perceptions of success.

methodThe sample consisted of 285 third- and fourth-grade students in Türkiye, aged 8 to 10 years, who were selected based on their enrollment status, absence of psychiatric diagnoses, and voluntary participation. Data were collected in person using paper-based surveys. Four instruments were administered: the Critical Thinking Dispositions Scale, the Problem-Solving Inventory for Children, the Decision-Making Skills Scale, and the Perception of Success Scale. Direct and indirect relationships between variables were assessed using path analysis. Bootstrapping procedures determined the statistical significance of the mediating effects.

resultsThe indirect effects of decision-making and problem-solving skills on the relationship between critical thinking disposition and perception of success were statistically significant [β = .20, SE = .05 (95% CI = .095, .308)]. The results indicate that students with advanced critical thinking, problem-solving, and decision-making skills are more likely to perceive themselves as academically successful.

conclusionThe study confirms that critical thinking, problem-solving, and decision-making are interconnected competencies that significantly predict students' perceptions of success. These results support educational initiatives that prioritize higher-order cognitive abilities over basic knowledge retention. Ultimately, educators are encouraged to implement comprehensive curricula that simultaneously develop these skills to prepare students for real-world challenges.

Indexed as

Academic SuccessDecision MakingProblem SolvingSelf ConceptStudentsThinkingChildFemaleHumansMaleCritical thinking dispositionsDecision-making skillsMediating effectsPerceptions of successPrimary school studentsProblem-solving skills

Identifiers

PMID42324563
PMCPMC13536696

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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.