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Accelerometers can correctly count orthopaedic patients' early post-operative steps while using walking aids.

Spiros Tsamassiotis1, Michael Schwarze2, Philipp Gehring2

  • 1Department of Orthopaedic Surgery Hannover Medical School, Diakovere Annastift Hannover Germany.

Journal of Experimental Orthopaedics
|January 6, 2025
PubMed
Summary

Commercial wearables struggle to accurately count steps post-orthopaedic surgery. Accelerometers, particularly when worn on the ankle, show promise for monitoring patient rehabilitation progress.

Keywords:
accelerometeraccuracyassistive deviceearly post‐operative periodorthopaedic rehabilitationspeedstep countwalking aidwearableweight‐bearing

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Area of Science:

  • Orthopaedic rehabilitation
  • Wearable technology
  • Biomechanical monitoring

Background:

  • Effective post-orthopaedic surgery rehabilitation is crucial.
  • Outpatient management necessitates objective progress monitoring like step counts.
  • Accuracy of commercial wearables for step counting in early post-operative conditions is uncertain.

Purpose of the Study:

  • To evaluate the accuracy of commercial wearables and accelerometers in counting steps during early post-operative conditions.
  • To determine if accelerometers are more accurate than wearables for step counting in this context.

Main Methods:

  • A case series of 20 healthy subjects simulated post-operative gait patterns with walking aids.
  • Four commercial wearables and one accelerometer (AX6) were tested at wrist, hip, and ankle locations.
  • Relative error (RE) was calculated against manual and video step counts.

Main Results:

  • The AX6 accelerometer and Fitbit showed RE < 0.1 for most walking aids.
  • AX6 demonstrated the lowest standard deviation in accuracy.
  • Accuracy generally improved with gait speed, except for AX6; the ankle was the optimal sensor location.

Conclusions:

  • Commercial wearables have limitations in accurately counting steps during early post-operative rehabilitation.
  • Accelerometers, with appropriate algorithms, show potential for reliable step monitoring in this phase.
  • Cautious use of wearables is advised for monitoring post-operative rehabilitation progress.