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Three-dimensional multiple object tracking (3D-MOT) performance in young soccer players: Age-related development and
Yulu Zhang1, Yu Zhang2, Qi Zhang2
1Sports Coaching College, Beijing Sport University, Beijing, China.
Plos One
|August 1, 2025
Summary
Three-dimensional Multiple Object Tracking (3D-MOT) performance improves in young soccer players between ages 13 and 15. Training enhances 3D-MOT skills, but this effect doesn't significantly interact with age-related development in this cohort.
Area of Science:
- Sports Science
- Developmental Psychology
- Motor Control
Background:
- Soccer performance relies on complex cognitive-visual skills.
- Understanding the development of these skills in young athletes is crucial for talent identification and training.
- Three-dimensional Multiple Object Tracking (3D-MOT) is a key measure of visual attention and processing relevant to sports.
Purpose of the Study:
- To examine the developmental trajectory of 3D-MOT performance in male soccer players aged 12-18 years.
- To investigate the training effect on 3D-MOT performance across different age groups.
- To explore the relationship between age-related 3D-MOT development and training responsiveness.
Main Methods:
- Experiment 1: Assessed 3D-MOT performance in 404 male soccer players (ages 12-18).
- Experiment 2: Selected 127 players (ages 13, 15, 17) and randomly assigned them to an intervention or control group.
- Intervention group received 15 sessions of 3D-MOT training; post-tests evaluated performance changes.
Main Results:
- Significant age effect on peak 3D-MOT speed; players aged 15 outperformed those aged 13.
- Significant improvements in peak speed, average speed, and speed threshold following 3D-MOT training.
- No significant interaction between the training intervention and age group on 3D-MOT performance.
Conclusions:
- Young soccer players' 3D-MOT performance increases between ages 13 and 15.
- 3D-MOT training significantly improves performance in youth soccer players.
- The study suggests further research on younger players (<12 years) to understand sensitive developmental periods for 3D-MOT.

