Evidence map›Paper›PMID 42096414›Full record

ArticlePLOS digital health2026

Effectiveness of a universal digital-human parenting intervention in promoting early childhood development and protection: A pragmatic cluster randomized controlled trial.

Zuyi Fang, Qing Han, Ruochen Ruan, Xinyu Shi, Cheng Zhang, Dongqin Ruan, Xiangming Fang, Inge Vallance, Jamie M Lachman

Abstract read
In one paragraph

Article in PLOS digital health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Trial
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

9 authors.

Zuyi FangInstitute of Population Research, Peking University, Beijing, China.ORCID https://orcid.org/0000-0002-8619-0137
Qing HanInstitute of Population Research, Peking University, Beijing, China.ORCID https://orcid.org/0000-0002-2904-2007
Ruochen RuanFaculty of Education, Beijing Normal University, Beijing, China.ORCID https://orcid.org/0009-0006-5130-9026
Xinyu ShiSchool of Government, Beijing Normal University, Beijing, China.ORCID https://orcid.org/0009-0002-5606-1497
Cheng ZhangSchool of Sociology and Social Policy, University of Leeds, Leeds, United Kingdom.ORCID https://orcid.org/0009-0001-3388-1399
Dongqin RuanChengbei Preschool, Xinyu, China.
Xiangming FangCollege of Economics and Management, China Agricultural University, Beijing, China.ORCID https://orcid.org/0000-0001-9922-8977
Inge VallanceDepartment of Social Policy and Intervention, University of Oxford, Oxford, United Kingdom.ORCID https://orcid.org/0000-0003-3707-3580
Jamie M LachmanDepartment of Social Policy and Intervention, University of Oxford, Oxford, United Kingdom.ORCID https://orcid.org/0000-0001-9475-9218

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Delayed early childhood development and violence against children are major global challenges, particularly in low-resource settings. Universal digital-human parenting interventions may offer a scalable solution by overcoming barriers associated with traditional in-person programs. This study reports the first pragmatic randomized controlled trial evaluating a blended chatbot-based parenting intervention delivered within the Chinese preschool system. The trial was conducted in a lower-middle-income city in central China. Twenty-one preschool classes were cluster-randomized to a treatment group (n = 10) or waitlist control (n = 11). Primary caregivers of enrolled children participated following informed consent. The intervention comprised a 2.5-month chatbot-led digital parenting program supported by weekly or twice-weekly online group sessions facilitated by headteachers and social workers. Data were collected at baseline, post-intervention, and at 6- and 12-month follow-ups. Primary outcomes were caregiver-provided early learning and stimulation, and caregiver-perpetrated violence. Analyses followed the intention-to-treat principle using multilevel regression models. Equity effects related to caregiver and child disability were explored through moderation and subgroup analyses. Sustainability of impacts was assessed, and complier average causal effects examined the role of intervention completion. Between March 2024 and June 2025, 541 caregivers of children aged 3-6 years were enrolled (treatment: n = 272; control: n = 269), of whom 25.2% were male. Overall, 60.3% completed all chatbot modules. At post-intervention, the program significantly improved early learning and stimulation (β = 1.79, 95% CI [0.24, 3.34]) and reduced caregiver-perpetrated violence (IRR = 0.87, 95% CI [0.80, 0.96]). The intervention showed potential to advance equity for families affected by disability, with some effects sustained at follow-up. Complier analyses indicated reduced endorsement of corporal punishment and lower parental anxiety among participants completing at least 30 modules. Universal digital-human parenting interventions embedded in preschool systems can enhance early childhood development and reduce violence, highlighting the importance of human support and cultural adaptation to optimize engagement and outcomes.

Identifiers

PMID42096414
PMCPMC13152119

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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.