Evidence map›Paper›PMID 41003251›Full record

ArticleJournal of Intelligence2025

Creative and Critical Thinking and Modelling: Confluences and Implications for Science Teaching.

Marta Gómiz-Aragón, María Del Mar Aragón-Méndez, Rui Marques Vieira, Celina Tenreiro-Vieira, José María Oliva

Abstract read
In one paragraph

Article in Journal of Intelligence, 2025. 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

5 authors.

Marta Gómiz-AragónFaculty of Science Education, University of Cádiz, 11519 Puerto Real, Spain.ORCID 0000-0002-2114-9918
María Del Mar Aragón-MéndezFaculty of Science Education, University of Cádiz, 11519 Puerto Real, Spain.ORCID 0000-0002-5997-389X
Rui Marques VieiraDepartment of Education and Psychology, Research Centre on Didactics and Technology in the Education of Trainers, University of Aveiro, 3810-198 Aveiro, Portugal.ORCID 0000-0003-0610-6896
Celina Tenreiro-VieiraDepartment of Education and Psychology, Research Centre on Didactics and Technology in the Education of Trainers, University of Aveiro, 3810-198 Aveiro, Portugal.
José María OlivaFaculty of Science Education, University of Cádiz, 11519 Puerto Real, Spain.ORCID 0000-0002-2686-6131

Funding

Ministerio de Ciencia, Innovación y Universidades PID2022-136353NB-I00
6 · The paper itself

Abstract

Contemporary society demands the development of creative critical thinking (CCT) as a fundamental objective in science education. However, there appears to be a dissonance between this recognised need and its actual implementation in educational practices. This study explores the potential of modelling practices to intentionally, explicitly, and reflectively integrate the development of CCT in educational settings. To examine this possibility while laying the foundations for future research, the theoretical frameworks of CCT and modelling are synthesised, and their possible points of convergence are analysed in order to test the proposed hypothesis. Two elements that may strengthen their synergy are identified: first, the resources for modelling, such as analogies, which activate analytical, evaluative, creative, and argumentative skills, thereby fostering critical dispositions and a deeper understanding of the nature of science. Second, argumentation, closely connected with communication and information management, is considered a relevant component, especially when addressing socioscientific issues. While further empirical research is needed, the analysis indicates that modelling practices could contribute to the development of CCT.

Indexed as

analogiesargumentationcreative and critical thinkingmodellingsocioscientific issues

Identifiers

PMID41003251
PMCPMC12470675

What OpenQuestion holds

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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 OpenQuestion graph.