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Suri Duitch

the efficiency of breathing with every step, and artificial intelligence that reads big data sets across populations and accurately scans for patterns and anomalies to improve diagnostic work. In general, talking about the future of work and about how to prepare students for that future is daunting

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Nicholas M. Watanabe, Stephen Shapiro, and Joris Drayer

In 2003, Michael Lewis ( 2003 ) published Moneyball: The Art of Winning an Unfair Game , which forever changed the role of data in decision making in sport. However, the concepts presented in the book were not new, even in the context of baseball player evaluation. According to the Society for

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Marianne I. Clark and Matthew W. Driller

Institutional Review Boards (IRBs) alike must grapple with decisions on how to responsibly select and use digital technologies for data collection purposes. For example, concerns related to privacy, anonymity, risk, data collection and management, and informed consent take on new and nuanced dimensions

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K. Andrew R. Richards and Michael A. Hemphill

education is no exception ( Hemphill, Richards, Templin, & Blankenship, 2012 ; Rhoades, Woods, Daum, Ellison, & Trendowski, 2016 ). Proponents of collaborative data analysis note benefits related to integrating the perspectives provided by multiple researchers, which is often viewed as one way to enhance

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Steve Barrett

activities. 1 However, limited data is available on the reliability and the error of the measurement when monitoring variables in real-time (RT) compared to the postevent download (PED). External load metrics are commonly reported and downloaded immediately after the event. The PED method reduces

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Adam Karg, Ali Tamaddoni, Heath McDonald, and Michael Ewing

, Karg, & Vocino, 2013 ). As a response to STH churn, organizations are evolving their use of data and related practices to develop a deeper understanding of customer (i.e., STH) retention propensity ( Wharton Business School, 2015 ). Churn management frameworks consist of two stages—prediction of an

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Samuel Ryan, Thomas Kempton, and Aaron J. Coutts

excessive physical impairment, mental fatigue, or psychological distress. 1 Player readiness can be informed by objective and subjective information including external training load measures, 2 , 3 internal load measures, 4 exposure to maximum speed, 5 and perceptual wellness assessments. 6 These data

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Anna Pulakka, Eric J. Shiroma, Tamara B. Harris, Jaana Pentti, Jussi Vahtera, and Sari Stenholm

new challenges to accelerometer data processing ( McVeigh et al., 2016 ; Meredith-Jones, Williams, Galland, Kennedy, & Taylor, 2016 ; Tracy et al., 2014 ; van der Berg et al., 2016 ). Before being able to analyze either sleep or physical activity, one needs to separate non-wear, wake and sleep time

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Daniel J. Davis and John H. Challis

are computed from multiple input signals? The purpose of this study was to examine the appropriate filtering of nonstationary kinematic data from running gait. Specifically, the recently developed automatic segment filtering procedure 12 was used to process data from a simulation of human running

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Patrick Ippersiel, Richard Preuss, and Shawn M. Robbins

determining CRP is based on a Hilbert transform. 2 However, the Hilbert transform results in end effects (ie, data distortion), similar to the difficulties encountered during digital filtering. 3 Such distortions would preclude interpretation of CRP waveforms at the start and end of the movement. Previous