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Systematic Review

Functional Biomechanical Tests of the Foot and Ankle in Physiotherapy and Sports—Outcome Measures, Wearable Sensor Integration, and Psychometric Properties: A Systematic Review

by
Guna Semjonova
1,
Rodrigo Vallejo-Martínez
2,
Luis Ceballos-Laita
2,*,
Sandra Jiménez-del-Barrio
2,
Sergejs Davidovics
1 and
Anna Davidovica
1
1
Department of Rehabilitation, Riga Stradins University, 16 Dzirciema Street, LV-1007 Riga, Latvia
2
Grupo de Investigación Clínica en Ciencias de la Salud, Facultad de Ciencias de la Salud, Universidad de Valladolid, 42004 Soria, Spain
*
Author to whom correspondence should be addressed.
J. Clin. Med. 2026, 15(10), 3892; https://doi.org/10.3390/jcm15103892
Submission received: 10 April 2026 / Revised: 5 May 2026 / Accepted: 15 May 2026 / Published: 18 May 2026
(This article belongs to the Special Issue Physiotherapy and Therapeutic Exercise in Modern Clinical Practice)

Abstract

Objectives: To systematically synthesize existing evidence on functional biomechanical tests of the foot and ankle in physiotherapy and sports, focusing on their outcome measures, compatibility with wearable sensor technologies, and psychometric properties. Methods: We performed a systematic review (PRISMA-guided) of PubMed, Web of Science, PEDro, and SPORTDiscus from inception to December 2025. Eligible studies evaluated functional foot/ankle biomechanics in athletes, healthy adults, or adults with musculoskeletal foot/ankle conditions using wearable sensors (e.g., IMUs, wireless pressure insoles). Two reviewers independently screened, extracted data, and appraised methodological quality using the COSMIN Risk of Bias tool, applying property-specific ratings. Heterogeneity precluded meta-analysis; findings were narratively synthesized and tabulated. Results: Twenty full texts were reviewed; four studies (n = 83 participants) met the inclusion criteria. Wearable devices included foot- or trunk-mounted IMUs and wireless pressure insoles. Reported outcomes spanned temporal gait events and inner-stance phases, vertical ground reaction force (vGRF) and centre-of-pressure trajectories, running step rate/stride length, and jump counts in competition. Validity was most frequently assessed: foot-worn IMUs showed millisecond-level agreement with in-shoe pressure references for stance and inner-stance events; pressure insoles demonstrated acceptable agreement with force plates for vGRF/COP alongside fair-to-excellent test–retest reliability; foot- vs. shank-mounted IMUs provided strong agreement for running step rate and stride length; and competition-based jump detection using IMUs achieved high sensitivity. Across studies, reliability indices were inconsistently reported, measurement error (SEM/MDC) was sparse, and MCID was not reported. The COSMIN appraisal ranged from very good/adequate to inadequate, driven primarily by small sample sizes, non-gold-standard comparators, and incomplete psychometric reporting.
Keywords: foot; ankle; wearable sensors; gait; psychometrics; validity; reliability; SEM; MDC; MCID; sports biomechanics foot; ankle; wearable sensors; gait; psychometrics; validity; reliability; SEM; MDC; MCID; sports biomechanics

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MDPI and ACS Style

Semjonova, G.; Vallejo-Martínez, R.; Ceballos-Laita, L.; Jiménez-del-Barrio, S.; Davidovics, S.; Davidovica, A. Functional Biomechanical Tests of the Foot and Ankle in Physiotherapy and Sports—Outcome Measures, Wearable Sensor Integration, and Psychometric Properties: A Systematic Review. J. Clin. Med. 2026, 15, 3892. https://doi.org/10.3390/jcm15103892

AMA Style

Semjonova G, Vallejo-Martínez R, Ceballos-Laita L, Jiménez-del-Barrio S, Davidovics S, Davidovica A. Functional Biomechanical Tests of the Foot and Ankle in Physiotherapy and Sports—Outcome Measures, Wearable Sensor Integration, and Psychometric Properties: A Systematic Review. Journal of Clinical Medicine. 2026; 15(10):3892. https://doi.org/10.3390/jcm15103892

Chicago/Turabian Style

Semjonova, Guna, Rodrigo Vallejo-Martínez, Luis Ceballos-Laita, Sandra Jiménez-del-Barrio, Sergejs Davidovics, and Anna Davidovica. 2026. "Functional Biomechanical Tests of the Foot and Ankle in Physiotherapy and Sports—Outcome Measures, Wearable Sensor Integration, and Psychometric Properties: A Systematic Review" Journal of Clinical Medicine 15, no. 10: 3892. https://doi.org/10.3390/jcm15103892

APA Style

Semjonova, G., Vallejo-Martínez, R., Ceballos-Laita, L., Jiménez-del-Barrio, S., Davidovics, S., & Davidovica, A. (2026). Functional Biomechanical Tests of the Foot and Ankle in Physiotherapy and Sports—Outcome Measures, Wearable Sensor Integration, and Psychometric Properties: A Systematic Review. Journal of Clinical Medicine, 15(10), 3892. https://doi.org/10.3390/jcm15103892

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