ReviewSensors (Basel, Switzerland)2019
Validity of Instrumented Insoles for Step Counting, Posture and Activity Recognition: A Systematic Review.
Review in Sensors (Basel, Switzerland), 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 19 papers, 4 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Research on Evaluation of Home-based Rehabilitation Monitoring System With Wearable Devices and Self-Report Application
Development and Feasibility Study of the Home-based Gait Rehabilitation Service by Using the Insole-type Gait Analysis Device for Children With Cerebral Palsy
Who cites it
19 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Impact of Pathway Shape and Length on the Validity of the 6-Minute Walking Test: A Systematic Review and Meta-Analysis.Sensors (Basel, Switzerland) · 2024Pooled it
- Human Posture Estimation: A Systematic Review on Force-Based Methods-Analyzing the Differences in Required Expertise and Result Benefits for Their Utilization.Sensors (Basel, Switzerland) · 2023Pooled it
- Recommendations for determining the validity of consumer wearable and smartphone step count: expert statement and checklist of the INTERLIVE network.British journal of sports medicine · 2021Guideline
- Wearable Solutions for Patients with Parkinson's Disease and Neurocognitive Disorder: A Systematic Review.Sensors (Basel, Switzerland) · 2020Pooled it
- A Smart Shoe Insole to Monitor Frail Older Adults' Walking Speed: Results of Two Evaluation Phases Completed in a Living Lab and Through a 12-Week Pilot Study.JMIR mHealth and uHealth · 2021Trial
- Validation of IMU-Based Insoles (LUBU) for the Estimation of Gait Spatio-Temporal Parameters.Sensors (Basel, Switzerland) · 2026Article
- Classification of daily activities using a wireless instrumented insole (WalkinSense) in a semi free-living setting.PloS one · 2026Article
- Long-term continuous instrumented insole-based gait analyses in daily life have advantages over longitudinal gait analyses in the lab to monitor healing of tibial fractures.Frontiers in bioengineering and biotechnology · 2024Article
- The Use of Embedded IMU Insoles to Assess Gait Parameters: A Validation and Test-Retest Reliability Study.Sensors (Basel, Switzerland) · 2023Article
- Productivity Measurement through IMU-Based Detailed Activity Recognition Using Machine Learning: A Case Study of Masonry Work.Sensors (Basel, Switzerland) · 2023Article
- Monitoring External Workload With Wearable Technology After Anterior Cruciate Ligament Reconstruction: A Scoping Review.Orthopaedic journal of sports medicine · 2023Article
- Open-Source Strain Gauge System for Monitoring Pressure Distribution of Runner's Feet.Sensors (Basel, Switzerland) · 2023Article
- Article
- A 6-Month Home-Based Functional Electrical Stimulation Program for Foot Drop in a Post-Stroke Patient: Considerations on a Time Course Analysis of Walking Performance.International journal of environmental research and public health · 2022Article
- Applications and Innovations on Sensor-Enabled Wearable Devices.Sensors (Basel, Switzerland) · 2022Article
- A Novel Tool for Gait Analysis: Validation Study of the Smart Insole PODOSmartSensors (Basel, Switzerland) · 2021Article
- Evaluation of Prolonged Walking in Persons with Multiple Sclerosis: Reliability of the Spatio-Temporal Walking Variables during the 6-Minute Walk Test.Sensors (Basel, Switzerland) · 2021Article
- Article
- Workplace activity classification from shoe-based movement sensors.BMC biomedical engineering · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
With the growing interest in daily activity monitoring, several insole designs have been developed to identify postures, detect activities, and count steps. However, the validity of these devices is not clearly established. The aim of this systematic review was to synthesize the available information on the criterion validity of instrumented insoles in detecting postures activities and steps. The literature search through six databases led to 33 articles that met inclusion criteria. These studies evaluated 17 different insole models and involved 290 participants from 16 to 75 years old. Criterion validity was assessed using six statistical indicators. For posture and activity recognition, accuracy varied from 75.0% to 100%, precision from 65.8% to 100%, specificity from 98.1% to 100%, sensitivity from 73.0% to 100%, and identification rate from 66.2% to 100%. For step counting, accuracies were very high (94.8% to 100%). Across studies, different postures and activities were assessed using different criterion validity indicators, leading to heterogeneous results. Instrumented insoles appeared to be highly accurate for steps counting. However, measurement properties were variable for posture and activity recognition. These findings call for a standardized methodology to investigate the measurement properties of such devices.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.