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Sands W, Kavanaugh A, Murray S, McNeal JR, Jemni M. (2016) Modern techniques and technologies applied to training and performance monitoring. Inter J of Sports Physiol and Perf. Accepted, September 2016.

Authors:
  • United States Ski and Snowboard Association

Abstract

Sands W, Kavanaugh A, Murray S, McNeal JR, Jemni M. (2016) Modern techniques and technologies applied to training and performance monitoring. Inter J of Sports Physiol and Perf. Accepted, September 2016.
Modern techniques and technologies applied to training and
performance monitoring
Sands W, Kavanaugh A, Murray S, McNeal JR, Jemni M. (2016).
Just accepted at Inter J of Sports Physiol and Perf (September 2016)
Athlete preparation and performance continues to increase in complexity and
costs. Modern coaches are shifting from reliance on personal memory,
experience, and opinion to evidence from collected training load data. Training
load monitoring may hold vital information for developing systems of
monitoring that follow the training process with such precision that both
performance prediction and day-to-day management of training become an
adjunct to preparation and performance. Time series data collection and
analyses in sport are still in their infancy with considerable efforts being
applied in “big-data” analytics and models of the appropriate variables to
monitor and methods for doing so. Training monitoring has already garnered
important applications, but lacks a theoretical framework from which to
develop further. As such, we propose a framework involving the following:
analyses of individuals, trend analyses, rules-based analysis, and statistical
process control.
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