Workload a-WEAR-ness: Monitoring Workload in Team Sports With Wearable Technology. A Scoping Review

被引:44
作者
Benson, Lauren C. [1 ]
Raisanen, Anu M. [1 ]
Volkova, Valeriya G. [1 ]
Pasanen, Kati [1 ,2 ,3 ,4 ]
Emery, Carolyn A. [1 ,3 ,4 ,5 ,6 ]
机构
[1] Univ Calgary, Fac Kinesiol, Sport Injury Prevent Res Ctr, Calgary, AB, Canada
[2] Tampere Res Ctr Sport Med, UKK Inst Hlth Promot Res, Tampere, Finland
[3] Univ Calgary, Alberta Childrens Hosp, Res Inst, Calgary, AB, Canada
[4] Univ Calgary, McCaig Inst Bone & Joint Hlth, Cumming Sch Med, Calgary, AB, Canada
[5] Univ Calgary, Cumming Sch Med, Dept Community Hlth Sci, Calgary, AB, Canada
[6] Univ Calgary, Cumming Sch Med, Dept Paediat, Calgary, AB, Canada
基金
加拿大自然科学与工程研究理事会; 加拿大健康研究院;
关键词
athlete; injury; longitudinal; training load; Olympic; IN-SEASON INJURY; TRAINING LOAD; NONCONTACT INJURY; OVERUSE INJURIES; RUNNING LOADS; RISK-FACTORS; ELITE; RATIO; GAIT; PARTICIPATION;
D O I
10.2519/jospt.2020.9753
中图分类号
R826.8 [整形外科学]; R782.2 [口腔颌面部整形外科学]; R726.2 [小儿整形外科学]; R62 [整形外科学(修复外科学)];
学科分类号
摘要
OBJECTIVES: To (1) identify the wearable devices and associated metrics used to monitor workload and assess injury risk, (2) describe the situations in which workload was monitored using wearable technology (including sports, purpose of the analysis, location and duration of monitoring, and athlete characteristics), and (3) evaluate the quality of evidence that workload monitoring can inform injury prevention. DESIGN: Scoping review. LITERATURE SEARCH: We searched the CINAHL, Cochrane Central Register of Controlled Trials, Cochrane Database of Systematic Reviews, Embase, HealthSTAR, MEDLINE, PsycINFO, SPORT Discus, and Web of Science databases. STUDY SELECTION CRITERIA: We included all studies that used wearable devices (eg, heart rate monitor, inertial measurement units, global positioning system) to monitor athlete workload in a team sport setting. DATA SYNTHESIS: We provided visualizations that represented the workload metrics reported, sensors used, sports investigated, athlete characteristics, and the duration of monitoring. RESULTS: The 407 included studies focused on team ball sports (67% soccer, rugby, or Australian football), male athletes (81% of studies), elite or professional level of competition (74% of studies), and young adults (69% of studies included athletes aged between 20 and 28 years). Thirty-six studies of 7 sports investigated the association between workload measured with wearable devices and injury. CONCLUSION: Distance-based metrics derived from global positioning system units were common for monitoring workload and are frequently used to assess injury risk. Workload monitoring studies have focused on specific populations (eg, elite male soccer players in Europe and elite male rugby and Australian football players in Oceania). Different injury definitions and reported workload metrics and poor study quality impeded conclusions regarding the relationship between workload and injury.
引用
收藏
页码:549 / +
页数:16
相关论文
共 89 条
[1]   A season long investigation into the effects of injury, match selection and training load on mental wellbeing in professional under 23 soccer players: A team case study [J].
Abbott, Will ;
Brownlee, Thomas E. ;
Harper, Liam D. ;
Naughton, Robert J. ;
Richardson, Andy ;
Clifford, Tom .
EUROPEAN JOURNAL OF SPORT SCIENCE, 2019, 19 (09) :1250-1256
[2]   Subject-specific and group-based running pattern classification using art single wearable sensor [J].
Ahamed, Nizam Uddin ;
Kobsar, Dylan ;
Benson, Lauren C. ;
Clermont, Christian A. ;
Osis, Sean T. ;
Ferber, Reed .
JOURNAL OF BIOMECHANICS, 2019, 84 :227-233
[3]   PREDICTION OF OVERUSE INJURIES IN PROFESSIONAL U18-U21 FOOTBALLERS USING METRICS OF TRAINING DISTANCE AND INTENSITY [J].
Bacon, Christopher S. ;
Mauger, Alexis R. .
JOURNAL OF STRENGTH AND CONDITIONING RESEARCH, 2017, 31 (11) :3067-3076
[4]  
Banister E.W., 1975, Australian Journal of Sports Medicine, V7, P57
[5]   Training theory and taper: validation in triathlon athletes [J].
Banister, EW ;
Carter, JB ;
Zarkadas, PC .
EUROPEAN JOURNAL OF APPLIED PHYSIOLOGY AND OCCUPATIONAL PHYSIOLOGY, 1999, 79 (02) :182-191
[6]   New considerations for collecting biomechanical data using wearable sensors: Number of level runs to define a stable running pattern with a single IMU [J].
Benson, Lauren C. ;
Ahamed, Nizam U. ;
Kobsar, Dylan ;
Ferber, Reed .
JOURNAL OF BIOMECHANICS, 2019, 85 :187-192
[7]   The use of wearable devices for walking and running gait analysis outside of the lab: A systematic review [J].
Benson, Lauren C. ;
Clermont, Christian A. ;
Bosnjak, Eva ;
Ferber, Reed .
GAIT & POSTURE, 2018, 63 :124-138
[8]   Classifying running speed conditions using a single wearable sensor: Optimal segmentation and feature extraction methods [J].
Benson, Lauren C. ;
Clermont, Christian A. ;
Osis, Sean T. ;
Kobsar, Dylan ;
Ferber, Reed .
JOURNAL OF BIOMECHANICS, 2018, 71 :94-99
[9]   CHANGES IN PHYSICAL-FITNESS AND ALL-CAUSE MORTALITY - A PROSPECTIVE-STUDY OF HEALTHY AND UNHEALTHY MEN [J].
BLAIR, SN ;
KOHL, HW ;
BARLOW, CE ;
PAFFENBARGER, RS ;
GIBBONS, LW ;
MACERA, CA .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 1995, 273 (14) :1093-1098
[10]   Spikes in acute:chronic workload ratio (ACWR) associated with a 5-7 times greater injury rate in English Premier League football players: a comprehensive 3-year study [J].
Bowen, Laura ;
Gross, Aleksander Stephan ;
Gimpel, Mo ;
Bruce-Low, Stewart ;
Li, Francois-Xavier .
BRITISH JOURNAL OF SPORTS MEDICINE, 2020, 54 (12) :731-739