Evidence map›Paper›PMID 40858981›Full record

ArticleJournal of autism and developmental disorders2025

Heterogeneity in the Resilience Intervention Receptiveness in Chinese Parents of Autistic Children.

Ho-Wai Lam, Xueke Song, Ka-Ho Lau, Sze-Man Chan, Wing-Chee So

Abstract read
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In one paragraph

Article in Journal of autism and developmental disorders, 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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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

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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

5 authors.

Ho-Wai LamDepartment of Educational Psychology, The Chinese University of Hong Kong, Shatin, NT, Hong Kong SAR, The People's Republic of China. samsonlamhw@gmail.com.
Xueke SongDepartment of Educational Psychology, The Chinese University of Hong Kong, Shatin, NT, Hong Kong SAR, The People's Republic of China.
Ka-Ho LauDepartment of Educational Psychology, The Chinese University of Hong Kong, Shatin, NT, Hong Kong SAR, The People's Republic of China.
Sze-Man ChanDepartment of Educational Psychology, The Chinese University of Hong Kong, Shatin, NT, Hong Kong SAR, The People's Republic of China.
Wing-Chee SoDepartment of Educational Psychology, The Chinese University of Hong Kong, Shatin, NT, Hong Kong SAR, The People's Republic of China.

Funding

the Mental Health Initiatives Funding Scheme Phase 2, Health Bureau, Hong Kong, S.A.R., China MHI2_0019
6 · The paper itself

Abstract

Chinese parents of autistic children experience elevated stress. However, the number of resilience interventions is limited. In this study, we aimed to examine the efficacy of an 8-week resilience-focused group intervention. In this quasi-experimental study, 92 Chinese parents of autistic children assigned to the intervention condition and 51 wait-list control. We evaluated the effectiveness of resilience-focused intervention using ANOVAs. Then, a cluster analysis was performed to identify subgroups of Chinese parents to examine whether the effectiveness of the intervention differed among those clusters and the factors accounting for these variations. There was no overall significant improvement in the parents' resilience after intervention but there were individual variations in their intervention outcomes. Four clusters were identified. Cluster 1 featured parents in with moderate levels of family quality of life, parental stress, and child behavioral problems. Clusters 2 and 4 had similarly high levels of satisfaction with their family quality of life, and relatively low parental stress. Cluster 3 represented the most troubled parents and had the lowest level of family quality of life, the highest parental stress, and the most child behavioral problems. Cluster 1 but not others benefited from our resilience intervention. It is recommended that interventions be allocated to the most receptive target groups or tailor made for different parent profiles to maximize the effectiveness.

Indexed as

AutismBehavioural problemsFamily quality of lifeParental stressResilience

Identifiers

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Textmetadata
Read underepoch 390

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.