Evidence map›Paper›PMID 41173882›Full record

ArticleNPJ science of learning2025

A strategic mindset predicts and promotes effective learning and academic performance.

Patricia Chen, Qiao Kang Teo, Daniel X Y Foo, Yifan Jiang, Lining Sun, Xiang Ling Ong, Delphinna Neo, Don J H Pereira, Bernard Tan, Khai Qing Chua and 2 more

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

12 authors.

Patricia ChenThe University of Texas at Austin, Austin, TX, USA. patchen@utexas.edu.
Qiao Kang TeoNational University of Singapore, Singapore, Singapore.
Daniel X Y FooNational University of Singapore, Singapore, Singapore.
Yifan JiangNational University of Singapore, Singapore, Singapore.
Lining SunNational University of Singapore, Singapore, Singapore.
Xiang Ling OngNational University of Singapore, Singapore, Singapore.
Delphinna NeoNational University of Singapore, Singapore, Singapore.
Don J H PereiraNational University of Singapore, Singapore, Singapore.
Bernard TanNational University of Singapore, Singapore, Singapore.
Khai Qing ChuaNational University of Singapore, Singapore, Singapore.
Joyce X F GanNational University of Singapore, Singapore, Singapore.
Desmond C OngThe University of Texas at Austin, Austin, TX, USA.

Funding

Ministry of Education - Singapore MOE 2017-SSRTG-023National Research Foundation Singapore NRF-NRFF11-2019-0007
6 · The paper itself

Abstract

Using effective learning methods is central to self-regulated learning and contributes to academic achievement. We examined one psychological factor-a strategic mindset-that predicts differences in effective strategy use, and intervened on it. A strategic mindset is an orientation toward asking oneself questions that elicit the access and use of task-appropriate methods, especially in moments of difficulty or unproductivity. To investigate the implications of a strategic mindset on real-world academic outcomes, we conducted four studies with 7475 adolescent and adult students from over 30 Singapore schools. In correlational surveys, a strategic mindset predicted greater use of effective learning strategies, and in turn, higher exam performance. In a field experiment with 1070 students, a strategic mindset intervention increased students' reported use of effective learning strategies, and in turn, exam performance, among more academically prepared students and in conducive peer environments. This research advances self-regulated learning theory in a practically impactful way.

Identifiers

PMID41173882
PMCPMC12578917

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.