Evidence map›Paper›PMID 39767275›Full record

ArticleBehavioral sciences (Basel, Switzerland)2024

Effect of Growth Mindset on Mathematics Achievement Among Chinese Junior High School Students: The Mediating Roles of Academic Buoyancy and Adaptability.

Mudan Chen, Ida Ah Chee Mok, Yiming Cao, Tommy Tanu Wijaya, Yimin Ning

Abstract read
In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 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

5 authors.

Mudan ChenSchool of Mathematical Sciences, Beijing Normal University, Beijing 100875, China.
Ida Ah Chee MokFaculty of Education, The Chinese University of Hong Kong, Hong Kong, China.
Yiming CaoSchool of Mathematical Sciences, Beijing Normal University, Beijing 100875, China.
Tommy Tanu WijayaSchool of Mathematical Sciences, Beijing Normal University, Beijing 100875, China.ORCID 0000-0001-6840-3875
Yimin NingSchool of Mathematical Sciences, East China Normal University, Shanghai 200241, China.

Funding

National Research Institute for Mathematics Teaching Materials 2023GH-ZDA-JJ-Y-04
6 · The paper itself

Abstract

A growth mindset is crucial for students' academic development. Many studies have demonstrated the influence of a growth mindset on mathematics achievement, but the mediating mechanisms underlying this relationship still warrant further exploration. This study investigates the mediating roles of students' academic buoyancy and adaptability in the relationship between the student growth mindset and mathematics achievement within the Chinese cultural context. The sample included 1164 junior high school students (49.4% females). Using structural equation modeling, the results showed that, after controlling for gender, school type, and family socioeconomic status, the student growth mindset was positively related to mathematics achievement. Furthermore, the student growth mindset was significantly associated with the student academic buoyancy, cognitive-behavioral adaptability, and affective adaptability, but only cognitive-behavioral adaptability further mediated the relationship between the student growth mindset and mathematics achievement. The multi-group analysis demonstrated that the model exhibited invariance across the genders, school types, and SES levels, indicating that the associations were applicable to both boys and girls, to both boarding and day students, and to students from low-, middle-, and high-SES backgrounds. We discuss the findings by considering the Chinese cultural characteristics and provide insights that may help in the development of interventions to improve students' mathematics performance.

Indexed as

academic buoyancyadaptabilitygrowth mindsetmathematics achievement

Identifiers

PMID39767275
PMCPMC11673160

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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.