Transfer Learning Effects of Biofeedback Running Retraining in Untrained Conditions.

PURPOSE Running gait retraining via peak tibial shock biofeedback has been previously shown to reduce impact loading and mitigate running-related symptoms. In previous research, peak tibal shock is typically measured and trained for one limb at a single constant training speed during all training sessions. The goal of this study was to determine how runners transfer learning in the trained limb to the untrained limb at different unconstrained speeds. METHODS Thirteen runners (3 females, age = 41.1 ± 6.9 years, running experience = 6.8 ± 4.4 years, weekly running distance = 30.7 ± 22.2 km) underwent running gait biofeedback retraining via continuous tibial acceleration measured at the right distal tibia. Before and after the training, participants were asked to run at their self-selected constrained training speeds (2.8 ± 0.2 m·s) and at 110% and 90% of the training speed. Pre- and post-training peak tibial shock values for each limb were compared. RESULTS Participants reduced peak tibial shock in the trained limb by 35-37% (p<0.05, Cohen's d = 0.78-0.85), and in the untrained limb by 20-23% (p<0.05, Cohen's d = 0.51-0.71) across the three testing speeds. The reduction was not significantly different between the trained and untrained limbs (p = 0.31-0.79, Cohen's d = 0.18-0.45). Similarly, there was no difference in peak tibial shock reduction among the three running speeds (p = 0.48-0.61, Cohen's d = 0.06-0.45). CONCLUSION Participants demonstrated transfer learning effects evidenced by concomitant reduced peak tibial shock in the untrained limb, and the learning effects were retrained when running at a 10% variance of the training speed.

[1]  Jacob Cohen Statistical Power Analysis for the Behavioral Sciences , 1969, The SAGE Encyclopedia of Research Design.

[2]  D. Harrington,et al.  Hemispheric specialization for motor sequencing: Abnormalities in levels of programming , 1991, Neuropsychologia.

[3]  Georg Deutsch,et al.  Left brain, right brain : perspectives from cognitive neuroscience , 1998 .

[4]  R. Sainburg Evidence for a dynamic-dominance hypothesis of handedness , 2001, Experimental Brain Research.

[5]  V. Dietz,et al.  Obstacle avoidance during human walking: transfer of motor skill from one leg to the other , 2002, The Journal of physiology.

[6]  Clare E. Milner,et al.  Does increased loading during running lead to tibial stress fractures? A prospective study , 2004 .

[7]  Timothy D Noakes,et al.  Reduced eccentric loading of the knee with the pose running method. , 2004, Medicine and science in sports and exercise.

[8]  Clare E. Milner,et al.  Biomechanical factors associated with tibial stress fracture in female runners. , 2006, Medicine and science in sports and exercise.

[9]  Joseph Hamill,et al.  Kinetic asymmetry in female runners with and without retrospective tibial stress fractures , 2006 .

[10]  J. Hamill,et al.  Kinetic asymmetry in female runners with and without retrospective tibial stress fractures. , 2005, Journal of biomechanics.

[11]  G. Wulf,et al.  An External Focus of Attention Enhances Golf Shot Accuracy in Beginners and Experts , 2007, Research quarterly for exercise and sport.

[12]  Clare E. Milner,et al.  Biomechanical predictors of retrospective tibial stress fractures in runners. , 2008, Journal of biomechanics.

[13]  I. Davis,et al.  The effect of real-time gait retraining on hip kinematics, pain and function in subjects with patellofemoral pain syndrome , 2010, British Journal of Sports Medicine.

[14]  Clare E. Milner,et al.  Reducing impact loading during running with the use of real-time visual feedback. , 2010, The Journal of orthopaedic and sports physical therapy.

[15]  J. Barrios,et al.  Gait retraining to reduce the knee adduction moment through real-time visual feedback of dynamic knee alignment. , 2010, Journal of biomechanics.

[16]  T. Stöckel,et al.  Transfer of short-term motor learning across the lower limbs as a function of task conception and practice order , 2011, Brain and Cognition.

[17]  H. P. Crowell,et al.  Gait retraining to reduce lower extremity loading in runners. , 2011, Clinical biomechanics.

[18]  Roy T H Cheung,et al.  Landing pattern modification to improve patellofemoral pain in runners: a case series. , 2011, The Journal of orthopaedic and sports physical therapy.

[19]  Christa M. Wille,et al.  Effects of step rate manipulation on joint mechanics during running. , 2011, Medicine and science in sports and exercise.

[20]  J. Sinclair,et al.  Gender Differences in the Kinetics and Kinematics of Distance Running: Implications for Footwear Design , 2012 .

[21]  T. Lam,et al.  Limited interlimb transfer of locomotor adaptations to a velocity-dependent force field during unipedal walking. , 2012, Journal of neurophysiology.

[22]  Kenton R Kaufman,et al.  Assessment of gait kinetics using triaxial accelerometers. , 2014, Journal of applied biomechanics.

[23]  Alan Nevill,et al.  Influence of tibial shock feedback training on impact loading and running economy. , 2014, Medicine and science in sports and exercise.

[24]  Kristof Kipp,et al.  Use of audio biofeedback to reduce tibial impact accelerations during running. , 2014, Journal of biomechanics.

[25]  Effects of Surface Inclination on the Vertical Loading Rates and Landing Pattern during the First Attempt of Barefoot Running in Habitual Shod Runners , 2015, BioMed research international.

[26]  M. F. Franettovich Smith,et al.  Retraining running gait to reduce tibial loads with clinician or accelerometry guided feedback. , 2016, Journal of science and medicine in sport.

[27]  R. Cheung,et al.  Comparison of the correlations between impact loading rates and peak accelerations measured at two different body sites: Intra- and inter-subject analysis. , 2016, Gait & posture.

[28]  G. Wulf,et al.  Optimizing performance through intrinsic motivation and attention for learning: The OPTIMAL theory of motor learning , 2016, Psychonomic Bulletin & Review.

[29]  Z. Y. Chan,et al.  Immediate effects of modified landing pattern on a probabilistic tibial stress fracture model in runners. , 2016, Clinical biomechanics.

[30]  R. Ranganathan,et al.  Interlimb transfer of motor skill learning during walking: No evidence for asymmetric transfer. , 2017, Gait & posture.

[31]  I. Davis Optimising the efficacy of gait retraining , 2017, British Journal of Sports Medicine.

[32]  L. Bouyer,et al.  Is combining gait retraining or an exercise programme with education better than education alone in treating runners with patellofemoral pain?A randomised clinical trial , 2017, British Journal of Sports Medicine.

[33]  T. Kesar,et al.  Effects of unilateral real-time biofeedback on propulsive forces during gait , 2017, Journal of NeuroEngineering and Rehabilitation.

[34]  K. Tamura,et al.  Asymmetry between lower limbs during rested and fatigued state running gait in healthy individuals. , 2017, Gait & posture.

[35]  Zoe Y S Chan,et al.  Control of impact loading during distracted running before and after gait retraining in runners , 2018, Journal of sports sciences.

[36]  Jeremy Witchalls,et al.  Use of a tibial accelerometer to measure ground reaction force in running: A reliability and validity comparison with force plates. , 2018, Journal of science and medicine in sport.

[37]  Zoe Y. S. Chan,et al.  Gait Retraining for the Reduction of Injury Occurrence in Novice Distance Runners: 1-Year Follow-up of a Randomized Controlled Trial , 2018, The American journal of sports medicine.

[38]  Kelly R Sheerin,et al.  The measurement of tibial acceleration in runners-A review of the factors that can affect tibial acceleration during running and evidence-based guidelines for its use. , 2019, Gait & posture.

[39]  D. Nemet,et al.  Repeatability of tibial acceleration measurements made on children during walking and running. , 2019, Journal of science and medicine in sport.