Evidence map›Paper›PMID 42756258›Full record

ArticleFrontiers in psychology2026

Does artificial intelligence-supported rhythm-enhanced phonological awareness training improve early reading in children with attention-deficit/hyperactivity disorder? A randomised controlled intervention study.

Linzi Zhang, Fangya Huang, Panpan Li

Abstract read
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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.

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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

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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Linzi ZhangDepartment of English, Hainan University, Haikou, China.
Fangya HuangSchool of International Communication and Arts, Hainan University, Haikou, China.
Panpan LiSchool of International Studies, Hainan University, Haikou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Children with attention-deficit/hyperactivity disorder (ADHD) are at increased risk of reading-related difficulties, and phonological awareness (PA) plays a vital role in early reading development. Rhythm may serve as a temporal scaffold for PA, yet whether rhythm-enhanced PA training produces additional benefits beyond typical PA training for children with ADHD remains unclear. This study examined whether rhythm-enhanced PA training, delivered through an artificial intelligence (AI)-supported and research-assistant-facilitated interactive teaching model, could improve early reading-related abilities and rhythm discrimination in Mandarin-speaking kindergarten children with ADHD. Methods: A total of 165 eligible kindergarten children with ADHD were stratified by gender and randomly allocated in a 1:1:1 ratio to the rhythm-based phonological awareness (RPA) intervention group, the phonological-awareness-only (PAO) intervention group, or the control group. Of these, 146 children completed the intervention and were included in the final analysis. Both intervention groups received AI-supported instruction for 8 weeks, with two 30-min sessions per week, while the control group received AI-supported oral storybook activities. Outcome measures included character reading, four PA measures (syllable, rhyme, tone, and phoneme-level awareness), and rhythm discrimination. Results: Significant time × group interactions were found for character reading, all four PA measures, and rhythm discrimination (all Discussion: Within the shared AI-supported and human-facilitated interactive teaching model, PA intervention improved PA-related outcomes, while rhythm enhancement provided additional benefits for character reading, syllable awareness, rhyme awareness, and rhythm discrimination. This study further extends the Temporal Sampling Framework by demonstrating that rhythm may serve as a temporal scaffold for PA and early reading development in children with ADHD.

Indexed as

ADHDAIphonological awarenessreadingrhythm

Identifiers

PMID42756258
PMCPMC13582397

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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.