Evidence map›Paper›PMID 40496825›Full record

ArticleFrontiers in psychiatry2025

Latent profile analysis and influencing factors of psychological resilience in parents of children with autism.

Chunyu Wang, Yi Shuai, Huan Wang, Zhuang Ma

Abstract read
In one paragraph

Article in Frontiers in psychiatry, 2025. 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

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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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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

4 authors.

Chunyu WangSchool of Nursing, Jinzhou Medical University, Jinzhou, China.
Yi ShuaiDepartment of Pediatric Rehabilitation, Jinzhou Rehabilitation Hospital, Jinzhou, China.
Huan WangSchool of Nursing, Jinzhou Medical University, Jinzhou, China.
Zhuang MaSchool of Physical Education and Sports Rehabilitation, Jinzhou Medical University, Jinzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Based on Kumpfer's psychological resilience framework, this study aimed to explore the potential categories of psychological resilience among parents of autistic children and to analyze the influencing factors of these categories. Methods: Data were collected using a general information questionnaire, the Connor-Davidson Resilience Scale (CD-RISC), the Multidimensional Scale of Perceived Social Support (MSPSS), the General Self-Efficacy Scale (GSES), and the Simple Coping Style Questionnaire (SCSQ). From October 2023 to October 2024, a survey was conducted with 350 parents of autistic children at rehabilitation departments and hospitals in western Liaoning Province. A latent profile analysis was performed to assess the levels of psychological resilience, while univariate analysis, variance analysis, and logistic regression analysis were used to identify factors influencing the latent categories of psychological resilience. Results: The latent profile analysis identified three categories of psychological resilience among parents: low resilience - pessimistic vulnerable type (34.8%), moderate resilience - comprehensive type (42.1%), and high resilience - strong tough type (23.1%). Logistic regression analysis revealed that multidimensional perceived social support, general self-efficacy, and coping styles (both positive and negative dimensions) significantly influenced the latent categories of psychological resilience (P < 0.05). Conclusions: The psychological resilience of parents of autistic children exhibits distinct categorical characteristics. Medical staff should implement targeted and personalized interventions tailored to these categories and their influencing factors to enhance the psychological resilience of this population.

Indexed as

coping stylegeneral self-efficacylatent profile analysismultidimensional perceived social supportparents of children with autismpsychological resilience

Identifiers

PMID40496825
PMCPMC12150295

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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.