The illogic of being data-driven: reasserting control and restoring balance in our relationship with data and technology in football

被引:23
作者
Gamble, Paul [1 ]
Chia, Lionel [2 ,3 ]
Allen, Sian [4 ]
机构
[1] Auckland Univ Technol, AUT Millennium, Sports Performance Res Inst New Zealand SPRINZ, Auckland, New Zealand
[2] Univ Sydney, Fac Med & Hlth, Discipline Physiotherapy, Sydney, NSW, Australia
[3] West Harbour Pirates Rugby Football Club, Concord, NSW, Australia
[4] Lululemon Athlet, R&D Team, Vancouver, BC, Canada
关键词
Sports technology; data; decision-making; competitive advantage; critical thinking;
D O I
10.1080/24733938.2020.1854842
中图分类号
G8 [体育];
学科分类号
04 ; 0403 ;
摘要
The ongoing advances and prevalence of technology in football is spurring a more prominent role for technology and data in driving decisions and practice. Sports science practitioners naturally play an integral part in the adoption of these technologies and are among the most enthusiastic proponents of a data-driven approach that promotes objective metrics and seeks to minimise or eliminate subjectivity. With the speed of these developments, there are a number of pitfalls that have been overlooked. In this commentary we describe the pervasive forces driving the adoption of technology solutions and critically examine the logic underpinning the present drive for metrics-based practice in football. In addition to highlighting some important gaps in what we are presently able to capture, we uncover some common flaws in how we implement new technology and use data. We propose that there is a fundamental need to reframe how we are seeking to employ data and more specifically make the necessary switch from being data-driven to data-informed. We propose some solutions to assist practitioners in being purposeful in their use of these tools and leverage the benefits of technology and data in a way that better supports decision-making and complements coaching practice.
引用
收藏
页码:338 / 341
页数:4
相关论文
共 27 条
[1]   Taking the Next Step: Ways Forward for Coaching Science [J].
Abraham, Andrew ;
Collins, Dave .
QUEST, 2011, 63 (04) :366-384
[2]   Training Load and Player Monitoring in High-Level Football: Current Practice and Perceptions [J].
Akenhead, Richard ;
Nassis, George P. .
INTERNATIONAL JOURNAL OF SPORTS PHYSIOLOGY AND PERFORMANCE, 2016, 11 (05) :587-593
[3]   The Use of Wearable Microsensors to Quantify Sport-Specific Movements [J].
Chambers, Ryan ;
Gabbett, Tim J. ;
Cole, Michael H. ;
Beard, Adam .
SPORTS MEDICINE, 2015, 45 (07) :1065-1081
[4]   Integration of professional judgement and decision-making in high-level adventure sports coaching practice [J].
Collins, Loel ;
Collins, Dave .
JOURNAL OF SPORTS SCIENCES, 2015, 33 (06) :622-633
[5]   Do Athlete Monitoring Tools Improve a Coach's Understanding of Performance Change? [J].
Crowcroft, Stephen ;
Slattery, Katie ;
McCleave, Erin ;
Coutts, Aaron J. .
INTERNATIONAL JOURNAL OF SPORTS PHYSIOLOGY AND PERFORMANCE, 2020, 15 (06) :847-852
[6]   Global Positioning Systems (GPS) and Microtechnology Sensors in Team Sports: A Systematic Review [J].
Cummins, Cloe ;
Orr, Rhonda ;
O'Connor, Helen ;
West, Cameron .
SPORTS MEDICINE, 2013, 43 (10) :1025-1042
[7]  
Diamandis P. H., 2020, FUTURE IS FASTER YOU
[8]   The Translation of Sport Science Research to the Field: A Current Opinion and Overview on the Perceptions of Practitioners, Researchers and Coaches [J].
Fullagar, Hugh H. K. ;
McCall, Alan ;
Impellizzeri, Franco M. ;
Favero, Terry ;
Coutts, Aaron J. .
SPORTS MEDICINE, 2019, 49 (12) :1817-1824
[9]  
Gamble P., 2020, Prepared: Unlocking Human Performance with Lessons from Elite Sport
[10]   Validity of the ActiGraph GT3X+and BodyMedia SenseWear Armband to estimate energy expenditure during physical activity and sport [J].
Gastin, Paul B. ;
Cayzer, Cassy ;
Dwyer, Dan ;
Robertson, Sam .
JOURNAL OF SCIENCE AND MEDICINE IN SPORT, 2018, 21 (03) :291-295