Evidence map›Paper›PMID 40949349›Full record

ArticleFrontiers in psychology2025

The mediating role of math self-efficacy between school-based parental involvement and math performance among students in Southeast Asia: evidence from PISA 2022.

Denis Djekourmane, Yang Zhang, Xue Zhang, Zhiyuan Wang

RetractedAbstract readRetracted Publication
In one paragraph

Article in Frontiers in psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It has been retracted, and should not be counted. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

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

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Denis DjekourmaneFaculty of Education, Shaanxi Normal University, Xi'an, China.
Yang ZhangFaculty of Education, Shaanxi Normal University, Xi'an, China.
Xue ZhangDepartment of Education, Baoji University of Arts and Sciences, Baoji, China.
Zhiyuan WangFaculty of Education, Shaanxi Normal University, Xi'an, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study aims to investigates the relationship between school-based parental involvement and student math performance by examining the mediating role of student math self-efficacy in six top-performing countries and economies in Southeast Asia. Leveraging the subset data of 28,189 respondents from the Programme for International Student Assessment (PISA) 2022 and STATA version 15.1 software, we utilize partial least-squares structural equation modeling (PLS-SEM) to test the relationship. The results reveal significant positive correlations between school-based parental involvement, student math performance, and student math self-efficacy. Moreover, student math self-efficacy has a positive direct impact on student math performance. The study also finds that student math self-efficacy played a positive mediating role in the relationship between school-based parental involvement and student math performance. Based on the above findings, the study suggests that, to optimize math success, educational practices should not only foster school-based parental involvement but also create environments that foster student self-efficacy in mathematics. Further, the study emphasizes the importance of the cultural and Confucian heritage of education in Southeast Asia for contextual understanding. This approach provides a contextual cultural lens for understanding the relationship between school-based parental involvement and student math outcomes within the global for comparative interest towards student math skills. This study offers insightful theoretical and practical implications for policymakers, parents, educators, and researchers from regional and global perspectives.

Indexed as

partial least-squares structural equation modelingschool-based parental involvementSoutheast Asiastudent math performancestudent math self-efficacy

Identifiers

PMID40949349
PMCPMC12425948

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.