Predicting Sports Injuries with Wearable Technology and Data Analysis

被引:0
|
作者
Amir Zadeh
David Taylor
Margaret Bertsos
Timothy Tillman
Nasim Nosoudi
Scott Bruce
机构
[1] Wright State University,Department of Information Systems and Supply Chain Management
[2] Wright State University,Department of kinesiology and Health
[3] Marshall University,Department of Biomedical Engineering
[4] Arkansas State University,Department of kinesiology and Health
来源
Information Systems Frontiers | 2021年 / 23卷
关键词
Sports analytics; Wearable technology; Sports Injuries; Predictive analytics; ROTC; Internet of things (IoTs);
D O I
暂无
中图分类号
学科分类号
摘要
Injuries resulting from sports and physical activities can be persistent and pose a substantial problem for player’s economic wellbeing and quality of life. Wearable technologies in conjunction with analytics can help mitigate the risk to players by identifying injury risk factors and focusing on risk reduction. Prior to engaging in strenuous sport activities, wearables can be employed to facilitate the quantification of relevant functional capabilities, ultimately advancing the field of sports injury management. In this paper, we discuss how wearable technologies can improve the health and athletic performance of athletes by monitoring participants across many variables. A cohort of 54 army ROTC cadets participated in this study. Using Zephyr BioHarness Wearable technology, we gathered quantifiable data to generate insights that allow us to predict and prevent injuries related the wearer’s physical exertion during sporting activities. This study finds that a combination of high BMI and high mechanical loads could result in injury. Therefore, in creating an exercise program, it is imperative to ensure that mechanical load is incrementally increased through the practice season as athletes become conditioned. While, a high level repetitious mechanical load with unconditioned athletes could cause injuries in short time, it is important to impose enough mechanical loads in the training program to ensure good musculoskeletal development. While our analyses identified several factors associated with injury data during ROTC activities, other wearable variables might become significant in other situations. In summary, results from this study demonstrate that wearable technology allows players with an increased risk of injury to be identified and targeted for intervention.
引用
收藏
页码:1023 / 1037
页数:14
相关论文
共 50 条
  • [1] Predicting Sports Injuries with Wearable Technology and Data Analysis
    Zadeh, Amir
    Taylor, David
    Bertsos, Margaret
    Tillman, Timothy
    Nosoudi, Nasim
    Bruce, Scott
    INFORMATION SYSTEMS FRONTIERS, 2021, 23 (04) : 1023 - 1037
  • [2] Forecasting sports-related injuries using wearable devices and data analysis methods
    Kizdarbekova, Moldir
    Kenjayeva, Balnur
    Murzabekov, Mirambek
    RETOS-NUEVAS TENDENCIAS EN EDUCACION FISICA DEPORTE Y RECREACION, 2024, (58): : 1125 - 1133
  • [3] Wearable technology for patients with brain and spinal cord injuries
    Burns, Alexis
    Adeli, Hojjat
    REVIEWS IN THE NEUROSCIENCES, 2017, 28 (08) : 913 - 920
  • [4] Wearable Sports Technology - Market Landscape and Compute SoC Trends
    Anzaldo, Damian
    2015 INTERNATIONAL SOC DESIGN CONFERENCE (ISOCC), 2015, : 217 - 218
  • [5] Analysis on Rehabilitation Status of Sports Injuries
    Li, Ming
    PROCEEDINGS OF THE 2018 4TH INTERNATIONAL CONFERENCE ON HUMANITIES AND SOCIAL SCIENCE RESEARCH (ICHSSR 2018), 2018, 213 : 137 - 140
  • [6] Diagnosis study on sports injuries combined with medical imaging technology
    Lv, Bin
    Li, Sihua
    BIOMEDICAL RESEARCH-INDIA, 2017, 28 : S118 - S124
  • [7] Wearable witnesses: Deathlogging and framing wearable technology data in "Fitbit murders"
    Gilmore, James N.
    Gruber, Cassidy
    MOBILE MEDIA & COMMUNICATION, 2024, 12 (01) : 195 - 211
  • [8] Predicting wearable technology readiness in a South African government department: Exploring the influence of wearable technology acceptance and positive attitudes
    Thomas, Henda J.
    Harmse, Cornelia P. J.
    Schultz, Cecile
    AFRICAN JOURNAL OF SCIENCE TECHNOLOGY INNOVATION & DEVELOPMENT, 2025, 17 (01) : 1 - 18
  • [9] Practitioner Usage, Applications, and Understanding of Wearable GPS and Accelerometer Technology in Team Sports
    Dawson, Laura
    McErlain-Naylor, Stuart A.
    Devereux, Gavin
    Beato, Marco
    JOURNAL OF STRENGTH AND CONDITIONING RESEARCH, 2024, 38 (07) : e373 - e382
  • [10] Camp Sports Injuries: Analysis of Causes, Modes and Frequencies
    Papageorgiou, Panagiota
    INTERNATIONAL JOURNAL OF SPORT MANAGEMENT RECREATION AND TOURISM, 2008, 2 (0B) : 14 - 25