Evidence map›Paper›PMID 41159769›Full record

ArticleThe British journal of educational psychology2026

Beyond performance: Emotions before and after semi-high-stakes mathematics testing among school-aged students.

Reetta Kyynäräinen, Santeri Holopainen, Jari Metsämuuronen, Umar Bin Qushem, Mikko-Jussi Laakso, Katarina Alanko

Abstract read
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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. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Reetta KyynäräinenTurku Research Institute for Learning Analytics, University of Turku, Turku, Finland.ORCID https://orcid.org/0009-0000-1592-7384
Santeri HolopainenTurku Research Institute for Learning Analytics, University of Turku, Turku, Finland.ORCID https://orcid.org/0000-0002-6777-6247
Jari MetsämuuronenTurku Research Institute for Learning Analytics, University of Turku, Turku, Finland.ORCID https://orcid.org/0000-0001-6027-0799
Umar Bin QushemTurku Research Institute for Learning Analytics, University of Turku, Turku, Finland.ORCID https://orcid.org/0000-0003-0845-3285
Mikko-Jussi LaaksoTurku Research Institute for Learning Analytics, University of Turku, Turku, Finland.ORCID https://orcid.org/0000-0001-9163-2676
Katarina AlankoTurku Research Institute for Learning Analytics, University of Turku, Turku, Finland.ORCID https://orcid.org/0000-0003-0513-377X

Funding

Academy of FinlandOpetus- ja Kulttuuriministeriö
6 · The paper itself

Abstract

backgroundPrevious research has shown that testing differs significantly from other classroom activities and is associated with heightened negative emotions and lower levels of positive emotions. However, relatively little is known about students' emotions surrounding testing, particularly in higher-stakes assessment settings.

aimsThis study aims to examine how students' levels of four emotions (i.e., happiness, relaxation, anxiety and boredom) develop from pre to-post-test, and it investigates how individual factors (i.e., gender, grade level, perceived mathematical competence and test performance), impact students' emotional states and moderate their emotional trajectories. SAMPLE: The sample (N = 2179) consists of 692 third-grade, 605 sixth-grade, 413 eighth-grade and 469 ninth-grade students from various schools across Finland, who participated in a digital, semi-high-stakes, end-of-year mathematics assessment.

methodsAn in-situ approach was used to assess students' emotions immediately before and after testing. Analyses were conducted using linear mixed-effects modelling to account for the repeated-measurements structure. RESULTS AND

conclusionsStudents generally reported lower positive emotions after the assessment. The measured individual factors significantly predict both students' emotional states and their development during the assessment. Boys reported higher levels of positive emotions and lower anxiety, while younger students remained more positive during the assessment. Students who perceived themselves as competent experienced higher levels of positive and lower levels of negative emotions, whereas students who performed poorly showed a decline in positive emotions during the assessment. Future research could focus on whether support for emotional regulation affects student performance in test situations.

Indexed as

Academic PerformanceEducational MeasurementEmotionsMathematicsStudentsAdolescentAnxietyChildFemaleFinlandHumansMaleSchoolsassessmentcompetence beliefemotionsgender differencessemi‐high‐stakes testingtest performance

Identifiers

PMID41159769
PMCPMC13155070

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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.