ArticlePsychological research2022
Math anxiety relates positively to metacognitive insight into mathematical decision making.
Article in Psychological research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.
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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.
The trial behind it
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Who cites it
7 citing papers in PubMed, 1 synthesis or guideline pooled it.
- What shapes mathematics anxiety in K-12 education? A scoping review of research from 2019 to 2025.Frontiers in psychology · 2026Pooled it
- The role of math anxiety in U.S. adults' ability to metacognitively monitor their fraction arithmetic performance.Frontiers in psychology · 2026Article
- High Impostors Are More Hesitant to Ask for Help.Behavioral sciences (Basel, Switzerland) · 2024Article
- Understanding the social-emotional components of our "number sense": insights from a novel non-symbolic numerical comparison task.Frontiers in psychology · 2024Article
- Low self-esteem and the formation of global self-performance estimates in emerging adulthood.Translational psychiatry · 2022Article
- Teasing apart the unique contributions of cognitive and affective predictors of math performance.Annals of the New York Academy of Sciences · 2022Article
- Students With High Metacognition Are Favourable Towards Individualism When Anxious.Frontiers in psychology · 2022Article
Corrections and comments
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Authors and funding
2 authors.
Funding
Abstract
The current study reports a pre-registered investigation into the interrelations between mathematics anxiety, metacognition and mathematical decision-making. Although this question has already received some attention in previous work, reliance on self-report measures of metacognition has hindered its interpretation. Here, a novel experimental mathematical decision-making task was used in which participants solved mathematical assignments of varying difficulty, and expressed their level of confidence in the accuracy of their decision both prospectively and retrospectively. Mathematics anxiety was measured using a standardized questionnaire. Both prospective and retrospective confidence judgments predicted unique variation in accuracy; however, the explanatory effect of prospective confidence disappeared after taking task difficulty into account. This suggests that prospective, but not retrospective, confidence is largely based on easily available cues indicative of performance. Results of a multiple regression analysis indicated that individual differences in mathematics anxiety were negatively related to the overall level of confidence (both prospectively and retrospectively), and positively related to metacognitive efficiency (only prospectively). Having insight in these interrelationships is important in the context of remediating mathematics anxiety, which might in turn be useful with regard to the worldwide need for more workers with degrees in science, technology, engineering, or mathematics (STEM).
Indexed as
Identifiers
34008046What OpenQuestion holds
Registered trials
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.