SynthesisSports medicine - open2022
Validity and Reliability of Inertial Measurement Units on Lower Extremity Kinematics During Running: A Systematic Review and Meta-Analysis.
Synthesis in Sports medicine - open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 40 papers, 5 of them syntheses that pooled it.
What it found
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Who cites it
40 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- In vivo biomechanics after total hip arthroplasty: a state-of-the-art systematic review.EFORT open reviews · 2026Pooled it
- Gait analysis methods in people with spinal cord injury: a systematic review.Journal of neuroengineering and rehabilitation · 2026Pooled it
- The Correlations Between Training Load Parameters and Physical Performance Adaptations in Team Sports: A Systematic Review and Meta-analysis.Sports medicine - open · 2025Pooled it
- Concurrent validity of wearable IMUs for sagittal plane lower-limb range of motion during walking and estimated ground reaction forces: a systematic review and meta-analysis.Journal of orthopaedic surgery and research · 2025Pooled it
- Accuracy, Validity, and Reliability of Markerless Camera-Based 3D Motion Capture Systems versus Marker-Based 3D Motion Capture Systems in Gait Analysis: A Systematic Review and Meta-Analysis.Sensors (Basel, Switzerland) · 2024Pooled it
- Changes and Compensatory Gait Mechanisms in Lower Extremity Kinematics in Patients With ACL Rupture: A Cross-sectional Controlled Study.Sports health · 2026Article
- IMU- and Vision-Based Measurement Techniques for Joint Kinematics: A Narrative Review.Sensors (Basel, Switzerland) · 2026Review
- Predicting Subsequent Overuse Knee Injury Among Military Cadets and Midshipmen.Military medicine · 2026Article
- 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 · 2026Review
- Effect of various carbon plate running shoes on peak tibial accelerations, lateral asymmetry and residual shock in running.Frontiers in sports and active living · 2026Article
- Sex Differences in Speed-Related Running Mechanics Using IMU in Runners.Translational sports medicine · 2026Article
- Can OpenCap deliver valid and reliable kinematic data for motion analysis? A systematic review and three-level meta-analysis.Biology of sport · 2026Review
- Analysis of the Temporo-Spatial and Electromyographic Characteristics of Gait in a Hemiplegic Patient: A Single-Subject Case Report.Reports (MDPI) · 2025Article
- Wearable Sensors for Precise Exercise Monitoring and Analysis.Biosensors · 2025Review
- Artificial Intelligence in Endurance Sports: Metabolic, Recovery, and Nutritional Perspectives.Nutrients · 2025Review
- The Impact of Lower Back Pain on Hip Extension and Lumbosacral Lateral Flexion in Junior Gymnasts during Back-Bending.Journal of human kinetics · 2025Article
- Article
- REEV SENSE IMUs for Gait Analysis in Stroke: A Clinical Study on Lower Limb Kinematics.Sensors (Basel, Switzerland) · 2025Article
- Assessment of Pelvic Motion During Single-Leg Weight-Bearing Tasks Using Smartphone Sensors: Validity Study.JMIR rehabilitation and assistive technologies · 2025Article
- Utilising Inertial Measurement Units and Force-Velocity Profiling to Explore the Relationship Between Hamstring Strain Injury and Running Biomechanics.Sensors (Basel, Switzerland) · 2025Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundInertial measurement units (IMUs) are useful in monitoring running and alerting running-related injuries in various sports settings. However, the quantitative summaries of the validity and reliability of the measurements from IMUs during running are still lacking. The purpose of this review was to investigate the concurrent validity and test-retest reliability of IMUs for measuring gait spatiotemporal outcomes and lower extremity kinematics of health adults during running.
methodsPubMed, CINAHL, Embase, Scopus and Web of Science electronic databases were searched from inception until September 2021. The inclusion criteria were as follows: (1) evaluated the validity or reliability of measurements from IMUs, (2) measured specific kinematic outcomes, (3) compared measurements using IMUs with those obtained using reference systems, (4) collected data during running, (5) assessed human beings and (6) were published in English. Eligible articles were reviewed using a modified quality assessment. A meta-analysis was performed to assess the pooled correlation coefficients of validity and reliability.
resultsTwenty-five articles were included in the systematic review, and data from 12 were pooled for meta-analysis. The methodological quality of studies ranged from low to moderate. Concurrent validity is excellent for stride length (intraclass correlation coefficient (ICC) (95% confidence interval (CI)) = 0.937 (0.859, 0.972), p < 0.001), step frequency (ICC (95% CI) = 0.926 (0.896, 0.948), r (95% CI) = 0.989 (0.957, 0.997), p < 0.001) and ankle angle in the sagittal plane (r (95% CI) = 0.939 (0.544, 0.993), p = 0.002), moderate to excellent for stance time (ICC (95% CI) = 0.664 (0.354, 0.845), r (95% CI) = 0.811 (0.701, 0.881), p < 0.001) and good for running speed (ICC (95% CI) = 0.848 (0.523, 0.958), p = 0.0003). The summary Fisher's Z value of flight time was not statistically significant (p = 0.13). Similarly, the stance time showed excellent test-retest reliability (ICC (95% CI) = 0.954 (0.903, 0.978), p < 0.001) and step frequency showed good test-retest reliability (ICC (95% CI) = 0.896 (0.837, 0.933), p < 0.001).
conclusionsFindings in the current review support IMUs measurement of running gait spatiotemporal parameters, but IMUs measurement of running kinematics on lower extremity joints needs to be reported with caution in healthy adults.
trial registrationPROSPERO Registration Number: CRD42021279395.
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