Journal article
Vertical ground reaction force variables derived from Loadsol® insoles during overground walking are valid and reliable
PloS one, v 20(12), pe0339481
29 Dec 2025
PMID: 41460864
Featured in Collection : UN Sustainable Development Goals @ Drexel
Abstract
Force sensing insoles for measuring vertical ground reaction force (VGRF) have several advantages over laboratory-based force plates. Data can easily be collected in real-world environments and long duration trials with multiple steps are feasible. However, the sampling rate of insoles is lower and only vertical force is recorded. The reliability and validity of Loadsol® force sensing insoles have been evaluated for treadmill walking, but not overground walking. The purpose of the study was to determine criterion-related validity and test-retest reliability of Loadsol® compared to gold standard force plates. Twenty healthy young adults walked overground across force plates while wearing insoles for two blocks of five trials. Variables of interest were extracted from each trial and averaged across trials and participants. Intraclass correlation coefficients (ICCs) determined criterion-related validity for Loadsol® variables compared to force plate variables. ICCs also determined within session test-retest reliability for Loadsol® and force plates. Bland Altman plots were generated to assess bias and 95% limits of agreement. Additionally, standard error of measurements (SEMs) and minimum detectable differences (MDDs) were calculated. Excellent validity and minimal bias with Loadsol® was found for passive peak, active peak, instantaneous loading rate, impulse, and stance time, with good validity and an overestimation bias for average loading rate. Excellent test-retest reliability comparable to force plate reliability was also found for all variables. The SEMs and MDDs reported here help to inform researchers about whether the Loadsol® are suited to answering their research questions. By comparing the anticipated changes in a VGRF variable with the MDD of that variable, researchers can determine if Loadsol® are appropriate for the context of their study.
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Details
- Title
- Vertical ground reaction force variables derived from Loadsol® insoles during overground walking are valid and reliable
- Creators
- Dylan J Mulligan - Department of Physical Therapy and Rehabilitation Sciences, Drexel University, Philadelphia, Pennsylvania, United States of AmericaClare E Milner - Department of Physical Therapy and Rehabilitation Sciences, Drexel University, Philadelphia, Pennsylvania, United States of America
- Publication Details
- PloS one, v 20(12), pe0339481
- Publisher
- PUBLIC LIBRARY SCIENCE; SAN FRANCISCO
- Number of pages
- 9
- Grant note
- Drexel University College of Nursing and Health Professions Drexel Areas of Research Excellence seed grant
This study was partially supported by a Drexel University College of Nursing and Health Professions Drexel Areas of Research Excellence seed grant (CM). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. The specific roles of these authors are articulated in the 'author contributions' section.
- Resource Type
- Journal article
- Language
- English
- Academic Unit
- Physical Therapy (and Rehabilitation Sciences)
- Web of Science ID
- WOS:001650641300030
- Scopus ID
- 2-s2.0-105026323473
- Other Identifier
- 991022148088104721
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- Web of Science research areas
- Sport Sciences