Evidence map›Paper›PMID 42369290›Full record

ArticleFrontiers in psychology2026

The relationship between parental involvement matching and adolescents' internal locus of control: a response surface analysis.

Hongbo Cui, Yuxing Wang, Yue Tian, Zhen Zhou, Yanming Lv, Xiaoshan Lin

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In one paragraph

Article in Frontiers in psychology, 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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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.

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2 · The registry

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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Hongbo Cui *School of Education, Guangzhou University, Guangzhou, Guangdong, China.
Yuxing Wang *College of Political Science and Public Administration, Henan Normal University, Xinxiang, China.
Yue TianSchool of Education, Guangzhou University, Guangzhou, Guangdong, China.
Zhen ZhouSchool of Education, Guangzhou University, Guangzhou, Guangdong, China.
Yanming LvSchool of Computer Science and Network Engineering, Guangzhou University, Guangzhou, Guangdong, China.
Xiaoshan LinSchool of Education, Guangzhou University, Guangzhou, Guangdong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study analyzes the effects of congruence and incongruence in paternal and maternal involvement on adolescents' internal locus of control. A sample of 680 adolescents was assessed using the Parental Involvement Behavior Questionnaire and the Internal Locus of Control Scale, and response surface analyses were conducted. Results revealed that: (1) Under conditions of parental involvement congruence, adolescents exhibited significantly higher levels of internal locus of control in low paternal-low maternal involvement dyads compared to high paternal-high maternal involvement dyads. (2) Under conditions of parental involvement incongruence, adolescents demonstrated higher internal locus of control in high paternal-low maternal involvement dyads versus low paternal-high maternal involvement dyads. The findings indicate that dual-high parental involvement is associated with lower internal locus of control compared to low-low involvement, while higher paternal involvement in high paternal-low maternal configurations correlates with higher internal locus of control.

Indexed as

adolescentsinternal locus of controlmatchingparental involvementresponse surface analysis

Identifiers

PMID42369290
PMCPMC13303096

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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.