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Are 4D Motion Sensors Valid and Reliable for Studying Baseball Pitching?
Stacy R Loushin1, Martijn Verhoeven2, Daniel J Christoffer3
1Motion Analysis Laboratory, Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.
The American Journal of Sports Medicine
|April 17, 2023
Summary
Inertial measurement units (IMUs) show significant differences compared to marker-based motion capture for baseball pitching analysis. The 4D Motion system lacks consistency, cautioning against its use for individualized athlete monitoring.
Area of Science:
- Sports biomechanics
- Wearable sensor technology
- Injury prevention in athletes
Background:
- Baseball pitching injuries are increasing, necessitating advanced monitoring tools.
- Inertial measurement units (IMUs) offer real-time feedback and data collection outside labs.
- The 4D Motion system's kinematic analysis for throwing athletes requires validation.
Purpose of the Study:
- To assess the validity of the 4D Motion IMU system against marker-based motion capture for baseball pitching.
- To evaluate the internal reliability and consistency of the 4D Motion IMU system.
Main Methods:
- A controlled laboratory study involving ten high school pitchers.
- Simultaneous use of 4D Motion IMU sensors and retroreflective markers.
- Comparison of key pitching kinematics (e.g., shoulder rotation, elbow flexion, velocities, accelerations).
Main Results:
- Five of seven analyzed metrics showed significant differences between IMU and marker-based systems.
- The IMU system generally overreported metrics, with notable exceptions.
- Root mean square and percentage errors indicated varying discrepancies, with elbow flexion showing the largest variance.
Conclusions:
- 4D Motion IMU system data is not equivalent to marker-based motion capture for pitching analysis.
- The system demonstrated a lack of internal consistency and reliability.
- Caution is advised when using IMU data for individualized athlete monitoring and injury prevention programs.

