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Accepted for/Published in: JMIR Rehabilitation and Assistive Technologies

Date Submitted: Sep 23, 2025
Open Peer Review Period: Oct 14, 2025 - Dec 9, 2025
Date Accepted: Jan 26, 2026
(closed for review but you can still tweet)

The final, peer-reviewed published version of this preprint can be found here:

Use of Wearable Devices to Augment Traditional Measurements of Postoperative Outcomes Following Total Joint Arthroplasty: Systematic Review

Hall RR III, Hamel AP, Chan PA, Zheng H, Ayers DC

Use of Wearable Devices to Augment Traditional Measurements of Postoperative Outcomes Following Total Joint Arthroplasty: Systematic Review

JMIR Rehabil Assist Technol 2026;13:e84671

DOI: 10.2196/84671

PMID: 41996659

The Use of Wearable Devices to Augment Traditional Measurements of Post-Operative Outcomes Following Total Joint Arthroplasty: A Systematic Review

  • Robert Raymond Hall III; 
  • Alexander P. Hamel; 
  • Pamela A. Chan; 
  • Hua Zheng; 
  • David C. Ayers

ABSTRACT

Background:

Wearable devices enabling remote monitoring by surgeons of their patients have gained prominence around total joint arthroplasty (TJA), offering continuous patient data to identify those not meeting postoperative goals, thereby facilitating timely interventions. While multiple studies highlight the utility of these devices in tracking postoperative progress, a standardized approach to their application is lacking. This review aims to synthesize existing literature on the use of wearable device-tracked activity for monitoring TJA outcomes.

Objective:

We examined the current literature to evaluate how wearable devices are utilized and in monitoring and improving patient rehabilitation and outcomes following TJA.

Methods:

A systematic review was conducted following Cochrane methodology. A literature search of all available literature was performed in April 2024 and identified 102 studies to undergo full-text review. Systematic reviews, duplicate articles, and theoretical articles were excluded. Ultimately, 35 studies met the selection criteria.

Results:

The review revealed that 32 out of 35 studies (91.4%) employed wearable devices to monitor step counts. Twenty-one studies (60%) incorporated joint-specific patient-reported outcome measures (PROMs), though the specific measures varied. Nine studies utilized standardized performance-based outcome measures, which also differed across studies. Finally, seven studies (20%) collected sleep data, however the methods and outcomes for sleep measurement were inconsistent among these studies.

Conclusions:

Remote monitoring via wearable devices offers a novel approach to tracking outcomes in TJA patients. Although the use of these devices in peri-operative care is expanding, significant variability exists in the data reported across studies. Wearable monitoring is often integrated with PROMs and standardized functional assessments, yet the optimal data parameters that best correlate with established outcome metrics remain undefined. Additionally, data collected by wearable has not yet been shown to predict patient recovery or satisfaction. Further research is essential to refine these data parameters and the development of post-operative protocols that leverage wearable devices to enhance patient compliance and improve clinical outcomes.


 Citation

Please cite as:

Hall RR III, Hamel AP, Chan PA, Zheng H, Ayers DC

Use of Wearable Devices to Augment Traditional Measurements of Postoperative Outcomes Following Total Joint Arthroplasty: Systematic Review

JMIR Rehabil Assist Technol 2026;13:e84671

DOI: 10.2196/84671

PMID: 41996659

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