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Article Commentary

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

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Pages 338-341 | Accepted 01 Oct 2020, Published online: 02 Dec 2020

References

  • Abraham A, Collins D. 2011. Taking the next step: ways forward for coaching science. Quest. 63(4):366–384. doi:10.1080/00336297.2011.10483687.
  • Akenhead R, Nassis GP. 2016. Training load and player monitoring in high-level football: current practice and perceptions. Int J Sports Physiol Perform. 11(5):587–593.
  • Chambers R, Gabbett TJ, Cole MH, Beard A. 2015. The use of wearable microsensors to quantify sport-specific movements. Sports Med. 45(7):1065–1081. doi:10.1007/s40279-015-0332-9.
  • Collins L, Collins D. 2015. Integration of professional judgement and decision-making in high-level adventure sports coaching practice. J Sports Sci. 33(6):622–633. doi:10.1080/02640414.2014.953980.
  • Crowcroft S, Slattery K, McCleave E, Coutts AJ. 2020. Do athlete monitoring tools improve a coach’s understanding of performance change? Int J Sports Physiol Perform. 15(6):847–852. doi:10.1123/ijspp.2019-0338.
  • Cummins C, Orr R, O’Connor H, West C. 2013. Global positioning systems (GPS) and microtechnology sensors in team sports: a systematic review. Sports Med. 43(10):1025–1042. doi:10.1007/s40279-013-0069-2.
  • Diamandis PH, Kotler S. 2020. The future is faster than you think: how converging technologies are transforming business, industries, and our lives. New York, NY: Simon & Schuster.
  • Fullagar HH, McCall A, Impellizzeri FM, Favero T, Coutts AJ. 2019. The translation of sport science research to the field: A current opinion and overview on the perceptions of practitioners, researchers and coaches. Sports Med. 49(12):1817–1824. doi:10.1007/s40279-019-01139-0.
  • Gamble P. 2020. Prepared: unlocking human performance with lessons from elite sport. Vancouver (CA): Informed in Sport Publishing.
  • Gastin PB, Cayzer C, Dwyer D, Robertson S. 2018. Validity of the ActiGraph GT3X+ and BodyMedia SenseWear Armband to estimate energy expenditure during physical activity and sport. J Sci Med Sport. 21(3):291–295. doi:10.1016/j.jsams.2017.07.022.
  • Higham DG, Hopkins WG, Pyne DB, Anson JM. 2014. Performance indicators related to points scoring and winning in international rugby sevens. J Sports Sci Med. 13(2):358–364.
  • Hopkins WG, Marshall SW, Batterham AM, Hanin J. 2009. Progressive statistics for studies in sports medicine and exercise science. Med Sci Sports Exerc. 41(1):3–13. doi:10.1249/MSS.0b013e31818cb278.
  • Howe ST, Aughey RJ, Hopkins WG, Cavanagh BP, Stewart AM. 2020. Sensitivity, reliability and construct validity of GPS and accelerometers for quantifying peak periods of rugby competition. PloS One. 15(7):e0236024. doi:10.1371/journal.pone.0236024.
  • Impellizzeri FM, Tenan MS, Kempton T, Novak A, Coutts AJ. 2020. Acute:chronic workload ratio: conceptual issues and fundamental pitfalls. Int J Sports Physiol Perform. 15(6):1–7. doi:10.1123/ijspp.2019-0864.
  • Lewis M. 2004. Moneyball: the art of winning an unfair game. New York, NY: WW Norton & Company.
  • Lolli L, Batterham AM, Hawkins R, Kelly DM, Strudwick AJ, Thorpe RT, Gregson W, Atkinson G. 2019. The acute-to-chronic workload ratio: an inaccurate scaling index for an unnecessary normalisation process? Br J Sports Med. 53(24):1510–1512. doi:10.1136/bjsports-2017-098884.
  • Malcata RM, Hopkins WG. 2014. Variability of competitive performance of elite athletes: a systematic review. Sports Med. 44(12):1763–1774. doi:10.1007/s40279-014-0239-x.
  • Malone JJ, Barrett S, Barnes C, Twist C, Drust B. 2019. To infinity and beyond: the use of GPS devices within the football codes. Sci Med Football. 4(1):82–84. doi:10.1080/24733938.2019.1679871.
  • Malone JJ, Lovell R, Varley MC, Coutts AJ. 2017. Unpacking the black box: applications and considerations for using GPS devices in sport. Int J Sports Physiol Perform. 12(Suppl 2):S218–S26. doi:10.1123/ijspp.2016-0236.
  • McGuigan M. 2017. Monitoring training and performance in athletes. Champaign, IL: Human Kinetics.
  • Nicolella DP, Torres-Ronda L, Saylor KJ, Schelling X. 2018. Validity and reliability of an accelerometer-based player tracking device. PloS One. 13(2):e0191823. doi:10.1371/journal.pone.0191823.
  • Nosek P, Brownlee TE, Drust B, Andrew M. 2020. Feedback of GPS training data within professional English soccer: a comparison of decision making and perceptions between coaches, players and performance staff. Sci Med Football. 1–13. doi:10.1080/24733938.2020.1770320.
  • Robertson PS. 2020. Man & machine: adaptive tools for the contemporary performance analyst. J Sports Sci. 38(18):2118–2126.
  • Robertson S, Joyce D. 2019. Bounded rationality revisited: making sense of complexity in applied sport science. SportRxiv.
  • Rosling H. 2019. Factfulness. London, UK: Hodder & Stoughton.
  • Schelling X, Robertson S. 2020. A development framework for decision support systems in high-performance sport. Int J Comp Sci Sport. 19(1):1–23. doi:10.2478/ijcss-2020-0001.
  • Sieghartsleitner R, Zuber C, Zibung M, Conzelmann A. 2019. Science or coaches’ eye? - both! beneficial collaboration of multidimensional measurements and coach assessments for efficient talent selection in elite youth football. J Sports Sci Med. 18(1):32–43.
  • Tetlock PE, Gardner D. 2016. Superforecasting: the art and science of prediction. London, UK: Random House.

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