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Published on: January 12, 2019
Exercise dose and multidimensional motor function in young people with Down syndrome: a Bayesian network
Xinxin Zhang1, Qiang Xiong2, Shiyang Weng3
1College of Physical Education, Hainan Normal University, Haikou, Hainan, China.
Objective:
This study utilizes Bayesian network dose-response meta-analysis (MBNMA) to assess the effects of total exercise dose on balance, stability, motor skills, functional mobility, and coordination in children and adolescents with Down syndrome.
Methods:
RCTs were identified from Cochrane Library, Web of Science, PubMed, Embase, and SPORTDiscus. Analyses were conducted in R (4.4.2); exercise dose was standardized as METs·min/week, and Bayesian network dose-response models were fitted using the MBNMAdose package. Study quality was assessed with the PEDro scale.
Results:
A total of 23 studies were included. The analysis revealed significant positive dose-response relationships between overall exercise dose and balance, motor skills, and coordination, particularly in the moderate to high dose range (around 750 METs/week). Optimal improvements in balance occurred at 440 METs/week, while motor skills and coordination showed maximum effects at 750 METs/week. No statistically significant improvements were observed for stability and functional mobility, indicating that these outcomes may not be reliant on increased exercise dose.
Conclusions:
This study quantifies exercise dose optimization in children and adolescents with Down syndrome using a continuous network dose-response framework, revealing outcome-specific effects. The findings support goal-oriented exercise design and highlight transparent dose reporting, standardized outcomes, and long-term follow-up for rehabilitation decision-making.
Impact:
This study used a Bayesian network dose-response meta-analysis to quantify the association between total exercise dose and multidimensional motor outcomes in children and adolescents with Down syndrome. Dose-response patterns were outcome-specific rather than linear. Balance was optimized at 440 METs/week, whereas motor skill and motor coordination improved beyond a higher-dose threshold and peaked at 750 METs/week. These findings define functional dose boundaries and support goal-oriented exercise prescription for children and adolescents with Down syndrome across clinical, school, and community settings.
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