ArticleFrontiers in public health2025
Family outcomes of a parent-implemented early intervention for neurodevelopmental disorders: an exploratory study of family dynamics.
Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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.
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.
Who cites it
4 citing papers in PubMed.
- Congenital anomalies identified during early childhood in NICU infants with bilateral hearing loss: a multi-centre longitudinal cohort study.Frontiers in neuroscience · 2026Article
- The breakthroughs of caregivers in a parent-implemented intervention for children with neurodevelopmental disorders in Hong Kong, China: an exploratory qualitative study of change mechanisms.Frontiers in psychiatry · 2026Article
- Community education program on autism spectrum disorder: a case study of an ecosystem intervention involving family, school, NGO, and community stakeholders.Frontiers in public health · 2026Article
- Caregiver transformation and relational growth in a parent-mediated intervention for autism in Hong Kong - A qualitative study.PLOS mental health · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Neurodevelopmental disorders have become global public health challenges, and early interventions have been proved to be effective in mitigating the problems and promoting the long-term functioning of people facing such challenges. These interventions had long been provided only by health professionals, but parents are now recognized for their capabilities. Parent-implemented early interventions are devised to equip parents with specialized knowledge and skills so that they can offer tailored training for their children. As these community-based interventions are designed to be implemented at home, they inevitably influence and are influenced by the family systems. While the family dynamics play a key role in determining the efficacy of the intervention, still little is known about the familial factors, as the focus on the existing literature is on the changes of the parent-child dyads. This research bridged this knowledge gap in implementation sciences by investigating how the family members who did not partake in the training reacted to the parent-implemented interventions (PIIs) at home. Methods: A qualitative study was conducted between August 2023 and July 2024 in Hong Kong, examining the impacts of a localized version of the World Health Organization Caregiver Skills Training. In total, 22 respondents participated in five focus group discussions. Inductive reflexive thematic analysis was applied to construct codes, themes, and frameworks. Results: Four levels of responses-Level 0: Reject, Level 1: Support, Level 2: Attempt, and Level 3: Embrace-were identified, and these themes were on a continuum of families' involvement in the practice of PII. Factors that promoted or discouraged their involvement were discussed. Evidence has confirmed that PII had indirect impacts on family dynamics, and the responses of family members affected the intervention effectiveness and the mental health of the caregiver-participants. Conclusion: This research responded to the call to improve public health evaluations. It moved beyond the linear changing processes in the intervention design, addressed the complexity of the social systems, and explicated the multidimensional changing processes in a family-the immediate context where parent-implemented early intervention was implemented. It contributed to build initial frameworks on the familial influences and support the future development of the intervention and research designs.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.