Inter-laboratory and inter-operator reproducibility in gait analysis measurements in pediatric subjects

ABSTRACT The intra-subject, the inter-operator, and the inter-laboratory variabilities are the main sources of uncertainties in gait analysis, and their effects have been partially described in the literature for adult populations. This study aimed to extend the repeatability and reproducibility analysis to a pediatric population, accounting for the effects induced by the intra-subject variations, the measurement setup, the marker set configuration, and the involved operators in placing markers and EMG electrodes. We evaluated kinematic, kinetic and EMG outputs collected from gait analyses performed on two healthy children in two laboratories, by two operators, and with two marker placement protocols. The two involved centers previously defined a common acquisition procedure based on their routine pipelines. The similarity of kinematic, kinetic, and EMG curves were evaluated by means of the coefficients of the Linear Fit Method, and the Mean Absolute Variability with and without the offset among curves. The inter-operator variability was found to be the main contribution to the overall reproducibility of kinematic and kinetic gait data. On the contrary, the main contribution to the variability of the EMG signals was the intra-subject repeatability that is due to the physiological stride to stride muscle activation variability.

[1]  Markus Windolf,et al.  Systematic accuracy and precision analysis of video motion capturing systems--exemplified on the Vicon-460 system. , 2008, Journal of biomechanics.

[2]  G. Zilvold,et al.  Consistency of surface EMG patterns obtained during gait from three laboratories using standardised measurement technique , 1997 .

[3]  A. Cappozzo,et al.  Human movement analysis using stereophotogrammetry. Part 3. Soft tissue artifact assessment and compensation. , 2005, Gait & posture.

[4]  Darin A Padua,et al.  Repeatability of surface EMG during gait in children. , 2005, Gait & posture.

[5]  Stefano Rossi,et al.  Concurrent repeatability and reproducibility analyses of four marker placement protocols for the foot-ankle complex. , 2016, Journal of biomechanics.

[6]  Stefano Rossi,et al.  Effect of the calibration procedure of an optoelectronic system on the joint kinematics , 2015, 2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings.

[7]  K. B. Veiersted The reproducibility of test contractions for calibration of electromyographic measurements , 2004, European Journal of Applied Physiology and Occupational Physiology.

[8]  R A Brand,et al.  Surface vs. fine-wire electrode ensemble-averaged signals during gait. , 1995, Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology.

[9]  Morris Milner,et al.  An Optimality Criterion for Processing Electromyographic (EMG) Signals Relating to Human Locomotion , 1978, IEEE Transactions on Biomedical Engineering.

[10]  Stefano Rossi,et al.  Effects of the calibration procedure on the metrological performances of stereophotogrammetric systems for human movement analysis , 2017 .

[11]  D. V. Vander Linden,et al.  Reproducibility and accuracy of angle measurements obtained under static conditions with the Motion Analysis video system. , 1992, Physical therapy.

[12]  Antonie J. van den Bogert,et al.  A real-time system for biomechanical analysis of human movement and muscle function , 2013, Medical & Biological Engineering & Computing.

[13]  Pietro Garofalo,et al.  First in vivo assessment of “Outwalk”: a novel protocol for clinical gait analysis based on inertial and magnetic sensors , 2009, Medical & Biological Engineering & Computing.

[14]  Stefano Rossi,et al.  How to choose and interpret similarity indices to quantify the variability in gait joint kinematics , 2018, International Biomechanics.

[15]  Jeffrey M. Hausdorff,et al.  Maturation of gait dynamics: stride-to-stride variability and its temporal organization in children. , 1999, Journal of applied physiology.

[16]  A. Opheim,et al.  Evaluating the properties of the coefficient of multiple correlation (CMC) for kinematic gait data. , 2012, Journal of biomechanics.

[17]  Alberto Leardini,et al.  Quantitative comparison of five current protocols in gait analysis. , 2008, Gait & posture.

[18]  H. Woltring On optimal smoothing and derivative estimation from noisy displacement data in biomechanics , 1985 .

[19]  A. Cappozzo,et al.  Human movement analysis using stereophotogrammetry. Part 2: instrumental errors. , 2004, Gait & posture.

[20]  A. Cappozzo,et al.  Human movement analysis using stereophotogrammetry. Part 1: theoretical background. , 2005, Gait & posture.

[21]  H. K. Ramakrishnan,et al.  Repeatability of kinematic, kinetic, and electromyographic data in normal adult gait , 1989, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[22]  S. M. Bruijn,et al.  Maturation of gait dynamics: stride-to-stride variability and its temporal organization in children , 1999 .

[23]  A Leardini,et al.  Inter-laboratory consistency of gait analysis measurements. , 2012, Gait & posture.

[24]  George E Gorton,et al.  Assessment of the kinematic variability among 12 motion analysis laboratories. , 2009, Gait & posture.

[25]  R. B. Davis,et al.  A gait analysis data collection and reduction technique , 1991 .

[26]  Dan K Ramsey,et al.  Biomechanics of the knee: methodological considerations in the in vivo kinematic analysis of the tibiofemoral and patellofemoral joint. , 1999, Clinical biomechanics.

[27]  A. Cereatti,et al.  Assessment of Waveform Similarity in Clinical Gait Data: The Linear Fit Method , 2014, BioMed research international.

[28]  M P Kadaba,et al.  Measurement of lower extremity kinematics during level walking , 1990, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[29]  Reed Ferber,et al.  Does tester experience influence the reliability with which 3D gait kinematics are collected in healthy adults? , 2014, Physical therapy in sport : official journal of the Association of Chartered Physiotherapists in Sports Medicine.

[30]  Dara Meldrum,et al.  Test-retest reliability of three dimensional gait analysis: including a novel approach to visualising agreement of gait cycle waveforms with Bland and Altman plots. , 2014, Gait & posture.

[31]  Joyce P Trost,et al.  Measurement and management of errors in quantitative gait data. , 2004, Gait & posture.