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April 1, 2026Textile Research Journal0 citations

A systematic review and meta-analysis on textile-based force sensing resistors in insoles and similar applications for pressure detection and gait analysis

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FMFilip MrkićLMLazar MilićSKSanja Kojić

Key Points

  • This review aims to systematically analyze the effectiveness and reliability of textile-based force sensing resistors for monitoring gait and pressure detection.
  • Conducted a literature search across multiple databases including PubMed and IEEE Xplore.
  • Included original studies on textile-based FSRs in wearable devices for pressure detection and gait analysis.
  • Performed a quantitative meta-analysis of sensor accuracy and other performance metrics.
  • Evaluated risk of bias with the Joanna Briggs Institute checklist.
  • Identified 24 studies meeting inclusion criteria for analysis.
  • The pooled mean sensor accuracy was found to be 92.28%, indicating high reliability.
  • Textile-based FSRs show potential for applications in both clinical and sports settings.

Abstract

Having in mind the goal of unobstructive, lightweight, and wearable electronics for monitoring human health, more precisely gait, textile-based force sensing resistors (FSRs) have emerged as a promising solution. These sensing elements can reliably detect plantar pressure and, through them, analyze gait, as well as continuously acquire large amounts of data, due to their flexibility, comfort, and adaptability compared with traditional rigid transducers. The review also sought to present in a tabular way quantitative outcomes, such as sensor accuracy, plantar pressure measurement, sensitivity, response time, and durability and to compare them in an objective manner. Through PubMed, IEEE Xplore, Scopus, Web of Science, and Cochrane Library, a comprehensive literature search was conducted. Inclusion criteria encompassed all original studies which pertain to textile-based FSR transducers incorporated into wearable devices for pressure detection and gait analysis, with reported quantitative outcomes. Reviews, patents and studies without experimental data were excluded from this research. Finally, risk of bias was evaluated as well, utilizing the Joanna Briggs Institute (JBI) checklist for analytical cross-sectional studies. After going through the literature and filtering studies which conform to the defined criteria, a total of 24 studies were included. As sensor accuracy is one of the most significant quantitative parameters of sensor usefulness, a meta-analysis of this parameter revealed a pooled mean of 92.28% (95% CI: 88.65%–95.91%), indicating high reliability across different applications. Textile-based FSR transducers alongside readout electronic smart systems integrated into wearable technologies demonstrate high accuracy, reliability, and sensitivity, supporting their potential for clinical and sports applications.

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Cite This Study

Mrkić et al. (2026) studied this question.

synapsesocial.com/papers/69cd7a915652765b073a7dc9https://doi.org/10.1177/00405175251397603
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