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Published on: September 25, 2014
Tracking Recovery in Motion: Longitudinal, Multi-Contextual Monitoring of Return-to-Play in Collegiate Basketball
Tamar D Kritzer1, Kaylee White1, Meaghan Maynard2
1Department of Kinesiology, McMaster University, Hamilton, ON L8S 4L8, Canada.
Sensors (Basel, Switzerland)
|August 13, 2026
Summary
Effective return-to-play (RTP) after anterior cruciate ligament (ACL) reconstruction requires monitoring physical, psychological, and sport-specific factors. Integrated assessments reveal subtle deficits missed by traditional methods, optimizing recovery for female athletes.
Area of Science:
- Sports Medicine
- Orthopedics
- Biomechanics
Background:
- Anterior cruciate ligament (ACL) injuries are common and disruptive in sports.
- Current return-to-play (RTP) protocols often rely on isolated benchmarks, potentially missing critical deficits.
- Multidimensional monitoring is essential for comprehensive athlete recovery.
Purpose of the Study:
- To longitudinally assess the RTP process in a female basketball player post-ACL reconstruction.
- To integrate physical, biomechanical, and psychological data relative to pre-injury baselines.
- To evaluate the effectiveness of multidimensional monitoring for RTP decision-making.
Main Methods:
- Utilized countermovement jump testing with force plates and inertial measurement units (IMUs) for biomechanical analysis.
- Employed psychological questionnaires to assess athlete confidence.
- Compared post-surgical data against individualized pre-injury baselines using minimal detectable change thresholds.
Main Results:
- Jump height recovered within seven weeks, but inter-limb asymmetries persisted in force plate and IMU data.
- High confidence scores were reported despite persistent biomechanical deficits.
- On-court loading variability remained even after clinical clearance.
Conclusions:
- Integrated, multidimensional monitoring detects residual deficits missed by traditional assessments.
- Individualized, pre-injury baselines are crucial for interpreting post-surgical recovery.
- This framework supports enhanced, individualized RTP decision-making for female athletes.

