Evidence map›Paper›PMID 41051073›Full record

ArticleThe British journal of educational psychology2026

Interest and effort in learning and performance.

Laura Kehle, Detlef Urhahne

Abstract read
In one paragraph

Article in The British journal of educational 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.

Laura KehleUniversity of Passau, Passau, Germany.ORCID https://orcid.org/0000-0001-5716-6210
Detlef UrhahneUniversity of Passau, Passau, Germany.ORCID https://orcid.org/0000-0002-7709-0011

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundInterest and effort are key motivational constructs in educational psychology, yet their interplay in learning remains underexplored. Building on Dewey's (Interest and effort in education, 1913) view that effort complements interest in fostering academic achievement, this research examines their relationship across different learning phases in accordance with a process model developed by Thoman et al. (The science of interest, 2017).

aimsThe aim of both studies is to empirically examine the interplay between interest and effort as predictors of learning outcomes. SAMPLE: The sample of Study 1 included 152 university students, and the sample of Study 2 included 120 university students.

methodsStudy 1 comprised two different learning tasks to investigate the relationship between interest and effort. Study 2 made use of a computer-supported learning environment where additional influences of prior knowledge could be controlled. Interest and effort were assessed before, during, and after the learning tasks.

resultsThe results of both studies indicate that interest and effort serve as positive predictors of learning success and actively complement each other throughout the learning process.

conclusionFindings suggest that although interest stimulates initial engagement, effort is essential for sustained learning, supporting Dewey's view of their interdependence. Educators should foster both interest and effort to enhance learning outcomes.

Indexed as

Academic PerformanceAcademic SuccessLearningMotivationStudentsAdolescentAdultFemaleHumansMaleUniversitiesYoung Adulteffortinterestlearning outcomesmotivation to learn

Identifiers

PMID41051073
PMCPMC13155066

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.