Evidence map›Paper›PMID 41188992›Full record

ArticleBMC psychology2025

The relationships between parental involvement, teacher support, and mathematics performance: mediating roles of academic self-efficacy and academic buoyancy.

İlhan İlter, Nuri Can Aksoy, Mehmet Ceylan

Abstract read
In one paragraph

Article in BMC psychology, 2025. 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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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

3 authors.

İlhan İlterKahramanmaraş Sütçü İmam University, Kahramanmaraş, Türkiye.
Nuri Can AksoyHasan Kalyoncu University, Gaziantep, Türkiye. ncan.aksoy@hku.edu.tr.
Mehmet CeylanHasan Kalyoncu University, Gaziantep, Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThis study examined how parental involvement (PI) and perceived teacher support (TS) influence middle school students' mathematics performance (MP) through the mediating roles of academic self-efficacy (ASE) and academic buoyancy (AB). Unlike previous research, it simultaneously investigated these dual support systems and their indirect effects on math achievement, providing a comprehensive model that integrates both external support mechanisms with non-cognitive attributes affecting mathematics performance.

methodsParticipants were 363 sixth-grade students (51% boys, 49% girls) from middle schools in Türkiye. Data were analyzed using the Partial Least Squares Structural Equation Modeling (PLS-SEM) method.

resultsThe results revealed that PI had a significant positive effect on both ASE and AB, as well as a direct positive effect on MP. Similarly, perceived TS positively influenced both ASE and AB, and had both direct and indirect positive effects on MP. Both ASE and AB mediated the effects of PI and TS on MP.

conclusionsThis study reveals that students supported by teachers and parents tend to perform better in mathematics. This effect is related both directly and indirectly through increased ASE and AB. By identifying these dual pathways, the study deepens our understanding by providing important insights into the critical interaction between external supports and non-cognitive attributes in improving mathematics achievement.

Indexed as

Academic PerformanceAcademic SuccessMathematicsParent-Child RelationsParentsSchool TeachersSelf EfficacySocial SupportStudentsChildFemaleHumansMaleAcademic buoyancyAcademic self-efficacyMathematics performanceParental involvementTeacher support

Identifiers

PMID41188992
PMCPMC12584415

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Registered trials

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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.