Evidence map›Paper›PMID 40436866›Full record

ArticleNPJ science of learning2025

Triggers of curiosity in social constructivist classroom discourse.

Farhan Ali, Yuhan Wang, Serena J-W Wang, Gaoxia Zhu

Abstract read
In one paragraph

Article in NPJ science of learning, 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

4 authors.

Farhan AliLearning Sciences and Assessment, National Institute of Education, Nanyang Technological University, Singapore, Singapore. farhan.ali@nie.edu.sg.ORCID http://orcid.org/0000-0001-6773-893X
Yuhan WangLearning Sciences and Assessment, National Institute of Education, Nanyang Technological University, Singapore, Singapore.ORCID http://orcid.org/0009-0000-0365-0277
Serena J-W WangCollege of Computing and Data Science, Nanyang Technological University, Singapore, Singapore.
Gaoxia ZhuLearning Sciences and Assessment, National Institute of Education, Nanyang Technological University, Singapore, Singapore.ORCID http://orcid.org/0000-0003-4589-0775

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Arousing and sustaining young students' curiosity within school environments is an important concern in contemporary education. Our study investigated the triggers of curiosity in elementary classrooms centered around social constructivist discourse, specifically knowledge-building. To this end, we performed longitudinal network analysis on 4166 utterances over 28 lessons to extract directional relationships that best predicted expressions of curiosity in second and third grade students. For both grade levels, we found that a student's curiosity further stimulated curiosity of the same student or other students, indicating a social chain of curiosity. We further identified three types of teacher utterances-conveying information, giving positive responses, and reiterating students' opinions with uncertainty-as effective in stimulating student curiosity. The study expands our understanding of student curiosity in social constructivist classroom while offering preliminary insights into the broader question of how to design a classroom environment to promote the pursuit of knowledge.

Identifiers

PMID40436866
PMCPMC12119866

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.