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November 30, 2025Journal of Sports Sciences

Are we there yet? A systematic review and meta-analysis of the validity and reliability of automated markerless motion capture systems during jumping tasks

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Authors

AOAyane OguraEFEmily FlorioTWTaylor M. Wileman

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Overview

Systematic review demonstrates that automated motion capture has moderate reliability in vertical jump tasks, suggesting varying performance across systems.

Key Points

  • Reliability of automated motion capture systems in vertical jump tasks varies, with moderate performance observed.
  • Pooled root mean square error value is reported at 5.3° for hips, 4.4° for knees, indicating specific accuracy metrics.
  • Meta-analysis included 20 studies and compared motion capture kinematics with established gold-standard measures.
  • Findings highlight the need for practitioners to select systems based on specific evidence of reliability and validity.

Cite This Study

Ogura et al. (2025) studied this question.

synapsesocial.com/papers/692b94341d383f2b2a37869ahttps://doi.org/10.1080/02640414.2025.2589689
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Evaluation of the Ergomechanic markerless motion capture system for lower body kinematics during standing, squatting and walking2025 · 1 citations
  2. 2Concurrent validity of IMU and phone-based markerless systems for lower-limb kinematics during cognitively-challenging landing tasks2025
  3. 3Validation of a markerless motion capture system (OpenCap) for jump-landing kinematic in the landing error scoring system (LESS)2026
  4. 4Using markerless motion capture and musculoskeletal models: An evaluation of joint kinematics2024 · 3 citations
  5. 5Between-Day Reliability of Kinematic Variables Using Markerless Motion Capture for Single-Leg Squat and Single-Leg Landing Tasks2025