Submitted:
16 June 2026
Posted:
17 June 2026
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Participants
2.2. Apparatus
2.2.1. Augmented Reality Motor Training (ARMT)
2.2.2. Assessment of Potential Effects
2.3. Data Analysis
3. Results
| Pre intervention | Post intervention | ||||||
| Mdn | IQR | Mdn | IQR | ||||
| Pediatric Balance Scale | (total score) | Control group | 53.0 | 7.0 | 54.0 | 5.0 | |
| Intervention group | 53.0 | 3.8 | 55.0 | 3.0 | |||
| MABC Balance R | (s) | Control group | 7.0 | 12.0 | 6.0 | 14.0 | |
| Intervention group | 8.0 | 22.3 | 12.0 | 28.5 | |||
| MABC Balance L | (s) | Control group | 9.0 | 16.0 | 10.0 | 16.0 | |
| Intervention group | 11.5 | 25.5 | 20.0 | 25.3 | |||
| MABC-Balance of affected side | (s) | Control group | 6.0 | 8.8 | 8.0 | 9.5 | |
| Intervention group | 6.0 | 7.0 | 7.0 | 12.3 | |||
| MABC-Balance of less affected side | (s) | Control group | 28.5 | 33.3 | 20.5 | 37.3 | |
| Intervention group | 20.0 | 23.0 | 24.5 | 33.0 | |||
| effect size r | |
| Stride cycle duration left CV% | -0.237 |
| 1st double support right CV% | -0.355 |
| Propulsion index left CV% | -0.287 |
| Pediatric Balance Scale score | 0.203 |
| MABC-2 Balance left | 0.345 |
| MABC-2 Balance less affected leg | 0.276 |
4. Discussion
4.1. ARMT and the Gait Pattern
4.2. ARMT and Balance
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| AR | Augmented reality |
| ARMT | Augmented reality motor training |
| CP | Cerebral palsy |
| LLL | Left lower limb |
| MABC-2 | Movement Assessment Battery for Children-2nd edition Test |
| MR | Mixed reality |
| PBS | Pediatric Balance Scale |
| RLL | Right lower limb |
| SW | Software |
| VR | Virtual reality |
References
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| ARMT group | Control group | W | p | |
| Age | 9.9 ± 2.9 years | 10.1 ± 2.2 years | 1405.0 | 0.6 |
| Sex | 13 males, 7 females | 6 males, 9 females | ||
| Body height | 140.3 ± 15.1 cm | 135.5 ± 15.6 cm | 390.5 | 0.2 |
| Body weight | 33.2 ± 11.9 kg | 33.5 ± 10.6 kg | 348.5 | 0.6 |
| Unilateral spastic CP | n = 13 (65.0%) | n = 9 (66.7%) | ||
| Bilateral spastic CP | n = 7 | n = 6 | ||
| GMFCS | I - n = 14 (57.1%) | I - n = 9 (33.3%) | 342.0 | 0.8 |
| II - n = 6 | II - n = 6 | |||
| MAS | 4.4 ± 4.2 score | 5.2 ± 5.9 score | 514.5 | 0.5 |
| Gestational age | 35.0 ± 5.9 weeks | 34.4 ± 5.4 weeks | 649.5 | 0.3 |
| Intervention group | Pre intervention | Post intervention | ||||||||
| Mdn | IQR | CV % Mdn | CV % IQR | Mdn | IQR | CV % Mdn | CV % IQR | |||
| Cadence | (steps/min) | 114.4 | 22.3 | 15.3 | 10.8 | 116.4 | 17.6 | 9.5 | 7.7 | |
| Speed | (m/s) | 0.95 | 0.5 | 1.5 | 4.8 | 1.0 | 0.3 | 1.1 | 1.4 | |
| Stride length | (m) | 1.00 | 0.4 | 7.3 | 5.7 | 1.1 | 0.2 | 5.9 | 4.3 | |
| Stride length | (% height) | 72.0 | 17.8 | 7.4 | 5.2 | 75.7 | 12.5 | 5.6 | 4.6 | |
| Stride cycle duration – left | (s) | 1.10 | 0.2 | 7.8 | 5.4 | 1.0 | 0.1 | 4.8 | 3.3 | |
| Stride cycle duration – right | (s) | 1.11 | 0.2 | 5.7 | 6.1 | 1.1 | 0.2 | 4.9 | 4.0 | |
| Stance phase – left | (% stride cycle) | 59.7 | 5.0 | 7.0 | 4.6 | 59.7 | 3.9 | 5.2 | 6.1 | |
| Stance phase – right | (% stride cycle) | 59.2 | 4.5 | 6.4 | 4.3 | 59.3 | 4.1 | 6.1 | 2.9 | |
| Swing phase – left | (% stride cycle) | 40.3 | 5.0 | 9.4 | 6.1 | 40.3 | 3.9 | 7.2 | 7.5 | |
| Swing phase – right | (% stride cycle) | 40.8 | 4.5 | 10.0 | 5.4 | 40.7 | 4.1 | 9.8 | 5.3 | |
| 1st double support phase – left | (% stride cycle) | 8.7 | 3.6 | 32.3 | 13.3 | 8.9 | 3.9 | 29.3 | 19.0 | |
| 1st double support phase – right | (% stride cycle) | 9.3 | 3.1 | 32.7 | 23.4 | 9.5 | 2.4 | 26.3 | 15.0 | |
| Single support phase – left | (% stride cycle) | 40.7 | 3.7 | 9.0 | 7.6 | 40.6 | 4.0 | 9.7 | 5.6 | |
| Single support phase – right | (% stride cycle) | 40.4 | 5.5 | 12.7 | 5.8 | 40.4 | 4.5 | 8.5 | 8.7 | |
| Propulsion index – left | 7.8 | 3.1 | 23.9 | 33.4 | 9.5 | 3.6 | 21.4 | 17.9 | ||
| Propulsion index – right | 7.6 | 2.8 | 28.3 | 26.7 | 8.7 | 3.1 | 22.1 | 19.0 | ||
| Walk quality index – left | (%) | 95.2 | 6.9 | 96.1 | 7.6 | |||||
| Walk quality index – right | (%) | 96.4 | 6.1 | 97.0 | 5.6 | |||||
| Symmetry index | (%) | 91.2 | 9.7 | 89.5 | 16.0 | |||||
| Tilt symmetry index | (anterior/posterior) | 53.4 | 26.6 | 51.4 | 36.6 | |||||
| Obliquity symmetry index | (up/down) | 95.2 | 8.1 | 95.5 | 6.7 | |||||
| Rotation symmetry index | (intra/extra) | 95.1 | 4.3 | 95.1 | 4.6 | |||||
| Control group | Pre intervention | Post intervention | ||||||||
| Mdn | IQR | CV % Mdn | CV % IQR | Mdn | IQR | CV % Mdn | CV % IQR | |||
| Cadence | (steps/min) | 128.3 | 20.5 | 11.2 | 10.8 | 124.6 | 25.0 | 12.6 | 10.6 | |
| Speed | (m/s) | 1.1 | 0.3 | 1.5 | 8.9 | 1.0 | 0.4 | 2.9 | 4.3 | |
| Stride length | (m) | 1.1 | 0.3 | 7.3 | 7.8 | 1.0 | 0.5 | 7.7 | 4.5 | |
| Stride length | (% height) | 73.1 | 25.9 | 7.3 | 7.7 | 74.7 | 28.6 | 6.0 | 6.7 | |
| Stride cycle duration – left | (s) | 0.9 | 0.1 | 8.0 | 7.7 | 1.0 | 0.2 | 7.6 | 4.0 | |
| Stride cycle duration – right | (s) | 0.9 | 0.1 | 4.3 | 4.2 | 1.0 | 0.2 | 5.3 | 6.4 | |
| Stance phase – left | (% stride cycle) | 59.9 | 4.4 | 5.4 | 6.9 | 60.6 | 2.4 | 5.7 | 8.8 | |
| Stance phase – right | (% stride cycle) | 60.4 | 2.9 | 4.7 | 7.2 | 60.6 | 5.0 | 5.6 | 5.3 | |
| Swing phase – left | (% stride cycle) | 40.1 | 4.4 | 7.2 | 9.6 | 39.5 | 2.4 | 9.4 | 13.5 | |
| Swing phase – right | (% stride cycle) | 39.7 | 2.9 | 8.3 | 10.7 | 39.4 | 5.0 | 8.7 | 5.8 | |
| 1st double support phase – left | (% stride cycle) | 9.7 | 3.8 | 25.2 | 8.2 | 9.8 | 3.1 | 25.6 | 27.9 | |
| 1st double support phase – right | (% stride cycle) | 10.2 | 3.3 | 20.9 | 19.4 | 10.0 | 3.4 | 21.8 | 10.6 | |
| Single support phase – left | (% stride cycle) | 39.3 | 3.0 | 8.8 | 7.6 | 40.8 | 4.4 | 9.0 | 6.3 | |
| Single support phase – right | (% stride cycle) | 40.6 | 5.0 | 11.0 | 14.1 | 39.4 | 3.6 | 12.3 | 9.2 | |
| Propulsion index – left | 13.3 | 4.7 | 18.2 | 16.6 | 9.7 | 6.5 | 16.8 | 17.3 | ||
| Propulsion index – right | 11.9 | 4.1 | 27.7 | 18.2 | 8.6 | 5.6 | 23.0 | 6.7 | ||
| Walk quality index – left | (%) | 94.9 | 4.3 | 98.0 | 5.6 | |||||
| Walk quality index – right | (%) | 97.9 | 5.7 | 96.7 | 8.4 | |||||
| Symmetry index | (%) | 90.0 | 9.1 | 88.8 | 6.1 | |||||
| Tilt symmetry index | (anterior/posterior) | 54.1 | 40.6 | 57.6 | 44.4 | |||||
| Obliquity symmetry index | (up/down) | 92.7 | 10.9 | 95.6 | 17.9 | |||||
| Rotation symmetry index | (intra/extra) | 95.4 | 6.6 | 94.7 | 9.1 | |||||
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