Evidence map›Paper›PMID 41559091›Full record

ArticleNPJ science of learning2026

The dynamics of state math anxiety vary by paradigm and timing during arithmetic.

Xinru Yao, Julia F Huber, Zixu Li, Yaren Findik, Hans-Christoph Nuerk, Christina Artemenko

Abstract read
In one paragraph

Article in NPJ science of learning, 2026. 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
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0citing papers in PubMed
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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

6 authors.

Xinru YaoDepartment of Psychology, University of Tuebingen, Tuebingen, Germany. xinru.yao.tuebingen@gmail.com.
Julia F HuberDepartment of Psychology, University of Tuebingen, Tuebingen, Germany.
Zixu LiDepartment of Social Work and Social Administration, University of Hong Kong, Hong Kong, China.
Yaren FindikDepartment of Psychology, University of Tuebingen, Tuebingen, Germany.
Hans-Christoph NuerkDepartment of Psychology, University of Tuebingen, Tuebingen, Germany. hc.nuerk@uni-tuebingen.de.
Christina ArtemenkoDepartment of Psychology, University of Tuebingen, Tuebingen, Germany.

Funding

DFG 468460838Excellence Initiative of the German federal and state governments GSC1028
6 · The paper itself

Abstract

Math anxiety impairs performance, but how its state and trait components interact with task characteristics remains unclear. We examined how state math anxiety varies as a function of trait math anxiety, task paradigm, and temporal dynamics, and how trait math anxiety relates to arithmetic performance. Results revealed that production paradigms, which require generating answers, elicited higher state math anxiety compared to decision paradigms, particularly for individuals with high trait math anxiety. Looking into different task phases, state math anxiety decreased during arithmetic due to habituation and after arithmetic due to relief. Additionally, the anxiety-complexity effect was replicated: Individuals with higher trait math anxiety were slower in solving complex arithmetic with a carry or borrow operation. This study confirmed the situation-dependent characteristics of state math anxiety and its dependency on paradigm and trait math anxiety, with implications for designing interventions that mitigate anxiety and optimize learning.

Identifiers

PMID41559091
PMCPMC12847727

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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.