The Prospective Use of Smart Wearable Technology: Objective Functional Evaluation Following Endoscopic Spine Surgery

Objective: This study aimed to assess the relationship between subjective measures and wearable technology-based parameters, including heart rate, step count, and distance traveled, in the evaluation of postoperative status among patients with lumbar disc herniation undergoing interlaminar percutaneous endoscopic lumbar discectomy (PELD).Methods: This pilot prospective cohort study used consecutive sampling in patients with lumbar disc herniation who underwent interlaminar PELD at Dr. Sardjito Hospital. Objective parameters obtained from wearable devices, including heart rate, average daily step count, and distance traveled, and subjective parameters obtained from questionnaires, including the visual analogue scale (VAS), Oswestry Disability Index (ODI), and Sciatica Bothersomeness Index (SBI), were assessed from 2 weeks before surgery to 4 weeks after surgery. The wearable device used in this study was the Xiaomi Mi Band 4. Parameters were analyzed using paired-sample t-tests for preoperative and postoperative comparisons, Pearson correlation analysis to assess associations between wearable-based and questionnaire-based parameters, and multivariate linear regression for exploratory predictive analysis.Results: Results from 21 patients showed significant correlations between daily step count and distance traveled and the VAS, ODI, and SBI measures. However, heart rate was significantly correlated only with SBI. Multivariate linear regression analysis evaluating the predictive ability of objective parameters for surgical outcomes yielded nonsignificant results.Conclusion: Objective parameters derived from wearable technology did not predict patient satisfaction as measured by standardized questionnaire-based instruments after interlaminar PELD. Therefore, these measures appear to be complementary, together providing a more comprehensive assessment of surgical outcomes.

Authors

Institutions

Publication Details

Journal
Journal of Minimally Invasive Spine Surgery and Technique
Published
2026-07-30
DOI
https://doi.org/10.21182/jmisst.2025.03041
Citations
1
Primary Topic
Cervical and Thoracic Myelopathy
Type
article
Field-Weighted Citation Impact
10.27
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Prospective Use of Smart Wearable Technology: Objective Functional Evaluation Following Endoscopic Spine Surgery

Anak Agung Ngurah Nata Baskara, Yudha Mathan Sakti, Deas Makalingga Emiri, Emir Riandika Samyudia et al.
1 citations
Journal of Minimally Invasive Spine Surgery and Technique
Cervical and Thoracic Myelopathy
10.27
article

The Prospective Use of Smart Wearable Technology: Objective Functional Evaluation Following Endoscopic Spine Surgery

Anak Agung Ngurah Nata Baskara, Yudha Mathan Sakti, Deas Makalingga Emiri, Emir Riandika Samyudia, Zikrina Abyanti Lanodiyu, Wilhelmina Wilma Wijaya
article en
1 citations

Abstract

Objective: This study aimed to assess the relationship between subjective measures and wearable technology-based parameters, including heart rate, step count, and distance traveled, in the evaluation of postoperative status among patients with lumbar disc herniation undergoing interlaminar percutaneous endoscopic lumbar discectomy (PELD).Methods: This pilot prospective cohort study used consecutive sampling in patients with lumbar disc herniation who underwent interlaminar PELD at Dr. Sardjito Hospital. Objective parameters obtained from wearable devices, including heart rate, average daily step count, and distance traveled, and subjective parameters obtained from questionnaires, including the visual analogue scale (VAS), Oswestry Disability Index (ODI), and Sciatica Bothersomeness Index (SBI), were assessed from 2 weeks before surgery to 4 weeks after surgery. The wearable device used in this study was the Xiaomi Mi Band 4. Parameters were analyzed using paired-sample t-tests for preoperative and postoperative comparisons, Pearson correlation analysis to assess associations between wearable-based and questionnaire-based parameters, and multivariate linear regression for exploratory predictive analysis.Results: Results from 21 patients showed significant correlations between daily step count and distance traveled and the VAS, ODI, and SBI measures. However, heart rate was significantly correlated only with SBI. Multivariate linear regression analysis evaluating the predictive ability of objective parameters for surgical outcomes yielded nonsignificant results.Conclusion: Objective parameters derived from wearable technology did not predict patient satisfaction as measured by standardized questionnaire-based instruments after interlaminar PELD. Therefore, these measures appear to be complementary, together providing a more comprehensive assessment of surgical outcomes.

Journal of Minimally Invasive Spine Surgery and TechniqueVol. 11(Suppl 2)
Universitas Gadjah Mada (ID)
Openalex Percentile: Top 2%
Cervical and Thoracic Myelopathy
10.27
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.