What question did this study set out to answer?

To describe the design of an assessor-blinded randomized superiority controlled trial evaluating a parent-led neuromotor training program paired with markerless AI movement analysis in children with developmental coordination disorder.

September 14, 2026Frontiers in Human NeuroscienceOpen Access

Development, validation and effectiveness of a parents led neuromotor training module with AI-based movement analysis for improving motor proficiency and sports participation in children with developmental coordination disorder: a protocol for an assessor-blinded randomized superiority controlled trial

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Authors

SHSharath Hullumani IQIrshad Qureshi

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Overview

Randomized superiority trial investigates parent-led neuromotor training with AI movement analysis in children with coordination disorder, highlighting scalable home rehabilitation strategies.

Key Points

To describe the design of an assessor-blinded randomized superiority controlled trial evaluating a parent-led neuromotor training program paired with markerless AI movement analysis in children with developmental coordination disorder.
The trial will randomly assign (1:1) 62 children aged 7–14 years with developmental coordination disorder to either parent-led neuromotor training plus conventional physiotherapy or conventional physiotherapy alone.
The intervention requires parents to administer supervised home sessions for 30–45 minutes daily, 5 days per week, over 12 weeks.
Video recordings will be evaluated using Google MediaPipe Pose for markerless kinematic tracking, with the primary outcome of motor proficiency assessed via the Bruininks–Oseretsky Test of Motor Proficiency, Second Edition (BOT-2).
Primary efficacy will be evaluated by comparing between-group improvements in BOT-2 motor proficiency scores at the end of the 12-week intervention using intention-to-treat linear mixed-effects models.
Secondary analyses will assess AI-derived kinematic parameters, including symmetry indices, coordination scores, movement smoothness, and completion time, alongside parental adherence and satisfaction.

Cite This Study

Hullumani et al. (2026) studied this question.

synapsesocial.com/papers/6aa7b3060926e14a848b1b97 https://doi.org/10.3389/fnhum.2026.1931622

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September 14, 2026Frontiers in Human NeuroscienceOpen Access

Development, validation and effectiveness of a parents led neuromotor training module with AI-based movement analysis for improving motor proficiency and sports participation in children with developmental coordination disorder: a protocol for an assessor-blinded randomized superiority controlled trial

View Full Paper

Ask AI

Bookmark

Authors

SHSharath Hullumani IQIrshad Qureshi

Discussion

Member takes

Overview

Randomized superiority trial investigates parent-led neuromotor training with AI movement analysis in children with coordination disorder, highlighting scalable home rehabilitation strategies.

Key Points

To describe the design of an assessor-blinded randomized superiority controlled trial evaluating a parent-led neuromotor training program paired with markerless AI movement analysis in children with developmental coordination disorder.
The trial will randomly assign (1:1) 62 children aged 7–14 years with developmental coordination disorder to either parent-led neuromotor training plus conventional physiotherapy or conventional physiotherapy alone.
The intervention requires parents to administer supervised home sessions for 30–45 minutes daily, 5 days per week, over 12 weeks.
Video recordings will be evaluated using Google MediaPipe Pose for markerless kinematic tracking, with the primary outcome of motor proficiency assessed via the Bruininks–Oseretsky Test of Motor Proficiency, Second Edition (BOT-2).
Primary efficacy will be evaluated by comparing between-group improvements in BOT-2 motor proficiency scores at the end of the 12-week intervention using intention-to-treat linear mixed-effects models.
Secondary analyses will assess AI-derived kinematic parameters, including symmetry indices, coordination scores, movement smoothness, and completion time, alongside parental adherence and satisfaction.

Cite This Study

Hullumani et al. (2026) studied this question.

synapsesocial.com/papers/6aa7b3060926e14a848b1b97 https://doi.org/10.3389/fnhum.2026.1931622

View Full Paper

Ask AI

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