Literature DB >> 31795815

Real-time feedback by wearables in running: Current approaches, challenges and suggestions for improvements.

Bas Van Hooren1,2, Jos Goudsmit1,3, Juan Restrepo3, Steven Vos1,3.   

Abstract

Injuries and lack of motivation are common reasons for discontinuation of running. Real-time feedback from wearables can reduce discontinuation by reducing injury risk and improving performance and motivation. There are however several limitations and challenges with current real-time feedback approaches. We discuss these limitations and challenges and provide a framework to optimise real-time feedback for reducing injury risk and improving performance and motivation. We first discuss the reasons why individuals run and propose that feedback targeted to these reasons can improve motivation and compliance. Secondly, we review the association of running technique and running workload with injuries and performance and we elaborate how real-time feedback on running technique and workload can be applied to reduce injury risk and improve performance and motivation. We also review different feedback modalities and motor learning feedback strategies and their application to real-time feedback. Briefly, the most effective feedback modality and frequency differ between variables and individuals, but a combination of modalities and mixture of real-time and delayed feedback is most effective. Moreover, feedback promoting perceived competence, autonomy and an external focus can improve motivation, learning and performance. Although the focus is on wearables, the challenges and practical applications are also relevant for laboratory-based gait retraining.

Entities:  

Keywords:  Framework; gait-retraining; motor learning; personalised; running; sports watch

Mesh:

Year:  2019        PMID: 31795815     DOI: 10.1080/02640414.2019.1690960

Source DB:  PubMed          Journal:  J Sports Sci        ISSN: 0264-0414            Impact factor:   3.337


  13 in total

Review 1.  The Use of Wearable Sensors for Preventing, Assessing, and Informing Recovery from Sport-Related Musculoskeletal Injuries: A Systematic Scoping Review.

Authors:  Ezio Preatoni; Elena Bergamini; Silvia Fantozzi; Lucie I Giraud; Amaranta S Orejel Bustos; Giuseppe Vannozzi; Valentina Camomilla
Journal:  Sensors (Basel)       Date:  2022-04-22       Impact factor: 3.847

2.  Assessment of Peak Oxygen Uptake with a Smartwatch and its Usefulness for Training of Runners.

Authors:  Peter Düking; Bas Van Hooren; Billy Sperlich
Journal:  Int J Sports Med       Date:  2022-01-30       Impact factor: 2.997

3.  Effects of Wearable Devices with Biofeedback on Biomechanical Performance of Running-A Systematic Review.

Authors:  Alexandra Giraldo-Pedroza; Winson Chiu-Chun Lee; Wing-Kai Lam; Robyn Coman; Gursel Alici
Journal:  Sensors (Basel)       Date:  2020-11-19       Impact factor: 3.576

4.  A Random Forest Machine Learning Framework to Reduce Running Injuries in Young Triathletes.

Authors:  Javier Martínez-Gramage; Juan Pardo Albiach; Iván Nacher Moltó; Juan José Amer-Cuenca; Vanessa Huesa Moreno; Eva Segura-Ortí
Journal:  Sensors (Basel)       Date:  2020-11-09       Impact factor: 3.576

5.  Does the Position of Foot-Mounted IMU Sensors Influence the Accuracy of Spatio-Temporal Parameters in Endurance Running?

Authors:  Markus Zrenner; Arne Küderle; Nils Roth; Ulf Jensen; Burkhard Dümler; Bjoern M Eskofier
Journal:  Sensors (Basel)       Date:  2020-10-07       Impact factor: 3.576

6.  How Do Runners Experience Personalization of Their Training Scheme: The Inspirun E-Coach?

Authors:  Mark Janssen; Jos Goudsmit; Coen Lauwerijssen; Aarnout Brombacher; Carine Lallemand; Steven Vos
Journal:  Sensors (Basel)       Date:  2020-08-15       Impact factor: 3.576

7.  Discriminant Analysis of Anthropometric and Training Variables among Runners of Different Competitive Levels.

Authors:  Mabliny Thuany; Raphael F de Souza; Lee Hill; João Lino Mesquita; Thomas Rosemann; Beat Knechtle; Sara Pereira; Thayse Natacha Gomes
Journal:  Int J Environ Res Public Health       Date:  2021-04-16       Impact factor: 3.390

8.  Wearable Technology May Assist in Retraining Foot Strike Patterns in Previously Injured Military Service Members: A Prospective Case Series.

Authors:  Donald L Goss; Daniel J Watson; Erin M Miller; Amy N Weart; Eliza B Szymanek; Gregory M Freisinger
Journal:  Front Sports Act Living       Date:  2021-02-26

9.  Reliability and Validity of Running Cadence and Stance Time Derived from Instrumented Wireless Earbuds.

Authors:  Anouk Nijs; Peter J Beek; Melvyn Roerdink
Journal:  Sensors (Basel)       Date:  2021-11-30       Impact factor: 3.576

Review 10.  Wearables for Biomechanical Performance Optimization and Risk Assessment in Industrial and Sports Applications.

Authors:  Sam McDevitt; Haley Hernandez; Jamison Hicks; Russell Lowell; Hamza Bentahaikt; Reuben Burch; John Ball; Harish Chander; Charles Freeman; Courtney Taylor; Brock Anderson
Journal:  Bioengineering (Basel)       Date:  2022-01-13
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