Evidence map›Paper›PMID 41595018›Full record

ArticleBehavioral sciences (Basel, Switzerland)2026

The Impact of Parental Mathematical Education Anxiety and Positive Suggestion Intervention on Children's Mathematics Achievement.

Dandan Zhou, Boyang Zheng, Yirui Chen, Shasha Yuan, Fang Zhang, Kemeng Qu, Yongxin Li

Abstract read
In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 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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0cells of the map it votes in
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

7 authors.

Dandan ZhouInstitute of Psychology and Behavior, Henan University, Kaifeng 475000, China.
Boyang ZhengInstitute of Psychology and Behavior, Henan University, Kaifeng 475000, China.
Yirui ChenInstitute of Psychology and Behavior, Henan University, Kaifeng 475000, China.
Shasha YuanInstitute of Psychology and Behavior, Henan University, Kaifeng 475000, China.
Fang ZhangKaifeng One Division Attached Elementary School, Kaifeng 475000, China.
Kemeng QuPingdingshan Hengshui Zhuoyue Senior High School, Pingdingshan 467000, China.
Yongxin LiInstitute of Psychology and Behavior, Henan University, Kaifeng 475000, China.ORCID 0000-0002-6231-9258

Funding

Henan Philosophy and Social Sciences Planning Annual Project 2022CJY044Henan Philosophy and Social Sciences Planning Annual Project (2023CJY053)
6 · The paper itself

Abstract

Parental educational anxiety poses a significant risk to children's academic development. This two-stage study first establishes Parental Mathematics Education Anxiety (PMEA) as a unique construct and then examines the complex effects of a positive suggestion intervention. Study 1, a questionnaire-based investigation, revealed that PMEA is a significant and independent negative predictor of children's mathematics achievement, distinct from parents' general state anxiety or their own mathematics anxiety. It also identified socioeconomic factors, such as family income and parental education, as key drivers of PMEA. Study 2 employed an experimental design to test an intervention, revealing that the effectiveness of positive suggestions is not universal but is significantly moderated by the three-way interaction of PMEA level, child type (with/without math learning difficulties), and suggestion frequency. Notably, for non-math-difficult children, frequent positive suggestions from high-anxiety parents were found to be potentially detrimental (a "backfire effect"), whereas for math-difficult children in high-anxiety homes, a higher frequency of suggestion was necessary to yield benefits. These findings deepen the understanding of PMEA's mechanisms and underscore the necessity of moving beyond one-size-fits-all approaches toward differentiated, context-aware intervention strategies in family education.

Indexed as

intervention studymathematics achievementmathematics education anxietymathematics learning difficultiespositive suggestion

Identifiers

PMID41595018
PMCPMC12837943

What OpenQuestion holds

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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.