Evidence map›Paper›PMID 33889116›Full record

ArticleFrontiers in psychology2021

True Grit in Learning Math: The Math Anxiety-Achievement Link Is Mediated by Math-Specific Grit.

Youqing Yu, Liyun Hua, Xingwang Feng, Yueru Wang, Zongren Yu, Tong Zi, Yajun Zhao, Jingguang Li

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Article in Frontiers in psychology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

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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

10 citing papers in PubMed.

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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

8 authors.

Youqing YuLeshan Normal University, Leshan, China.
Liyun HuaCollege of Teacher Education, Dali University, Dali, China.
Xingwang FengCollege of Teacher Education, Dali University, Dali, China.
Yueru WangCollege of Teacher Education, Dali University, Dali, China.
Zongren YuCollege of Teacher Education, Dali University, Dali, China.
Tong ZiCollege of Teacher Education, Dali University, Dali, China.
Yajun ZhaoSchool of Education and Psychology, Southwest Minzu University, Chengdu, China.
Jingguang LiCollege of Teacher Education, Dali University, Dali, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In this study, we tested a possible mechanism of the association between math anxiety and math achievement: the mediating role of math-specific grit (i.e., sustaining effort in the face of adversity when learning math). In Study 1, a sample of 10th grade students (N = 222) completed a battery of personality and attitude questionnaires, and math achievement was indexed by curriculum-based examination scores. Mediation analyses indicated that math-specific grit, but not domain-general grit, mediated the relationship between math anxiety and math achievement. In Study 2, we replicated and extended the above findings with another sample of 11th grade students (N = 465). Mediation analyses indicated that math-specific grit and math-specific procrastination played sequential mediating roles in the relationship between math anxiety and math achievement. That is, individuals with higher math anxiety were less gritty in math learning, possibly further leading them to be more procrastinated in performing math work, which may finally result in worse math achievement. In summary, the current study provides the first evidence that math-specific grit may mediate the relationship between math anxiety and math achievement. Furthermore, it also demonstrated the value of math-specific grit over domain-general grit in predicting math success, which invites a broader investigation on subject-specific grit.

Indexed as

Chinese adolescentgritmath achievementmath anxietyprocrastination

Identifiers

PMID33889116
PMCPMC8055855

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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.