Evidence map›Paper›PMID 42440720›Full record

ArticleFrontiers in psychology2026

The impact of early childhood grandparenting on deviant behaviors among rural junior high school students.

Yipu Hao

Abstract read
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.

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

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

1 author.

Yipu HaoCentral China Normal University, Wuhan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Grandparenting is a prevalent form of early childcare in rural China, yet its long-term effects on adolescent development remain controversial. This study investigates whether early childhood grandparenting, compared with parental care, influences deviant behaviors among rural junior high school students and explores the mediating mechanisms and heterogeneous effects. Methods: Using data from the China Education Panel Survey, this study analyzed a sample of 4,746 rural junior high students. Multiple linear regression and propensity score matching were employed to estimate the effect of early childhood grandparenting on deviant behaviors. Mediation analysis was conducted using the KHB method to examine four pathways derived from Problem Behavior Theory: parent-child relationship, parent-child communication, future-oriented confidence, and self-control. Heterogeneity in the effects by gender, only-child status, early family economic conditions, and preschool education was also assessed. Results: Early childhood grandparenting significantly increased deviant behaviors among rural junior high students. This effect was robust to various specification checks, including doubly robust models and omitted variable tests. Heterogeneity analyses showed stronger effects among female students, those from poorer early economic backgrounds, and those without preschool education. Mediation analysis revealed that the four mechanisms jointly explained 80.44% of the total effect, with future-oriented confidence exhibiting the largest mediating proportion (25.67%), followed by parent-child communication (23.01%). Discussion: Early childhood grandparenting poses a long-term risk of exhibiting deviant behaviors among rural adolescents, primarily by weakening the perceived environment and personality systems within Problem Behavior Theory. These findings highlight the need for targeted interventions that enhance parent-child communication and strengthen future-oriented confidence, particularly for economically disadvantaged children and those without preschool education.

Indexed as

China Education Panel Surveydeviant behaviorsearly childhood grandparentingProblem Behavior Theoryrural junior high students

Identifiers

PMID42440720
PMCPMC13333468

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.