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      Volume and Intensity of Locomotor Activity in International Men's Field Hockey Matches Over a 2-Year Period

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          Abstract

          The locomotor demands of international men's field hockey matches were investigated across positions (DEF, MID, FWD) and playing quarters. Volume (i.e., total values) and intensity (i.e., relative to playing time) data were collected using 10-Hz GPS/100-Hz accelerometer units from the #11 world-ranked (WR) team, during 71 matches, against 24 opponents [WR 12 ± 11 (range, 1–60)]. Mean ± SD team total distance (TD) was 4,861 ± 871 m, with 25% (1,193 ± 329 m) “high-speed running” (>14.5 km h −1) and 8% (402 ± 144 m) “sprinting” (>19.0 km h −1). Reduced TD (range, −3 to 4%) and average speed (range, −3.4 to 4.7%) occurred through subsequent quarters, vs. Q1 ( p < 0.05). A “large” negative relationship ( r = −0.64) was found between playing duration and average speed. Positional differences ( p < 0.05) were identified for all volume metrics including; playing duration (DEF, 45:50 ± 8:00 min; MID, 37:37 ± 7:12 min; FWD, 33:32 ± 6:22 min), TD (DEF, 5,223 ± 851 m; MID, 4,945 ± 827 m; FWD, 4,453 ± 741 m), sprinting distance (DEF, 315 ± 121 m; MID, 437 ± 144 m; FWD, 445 ± 129 m), and acceleration efforts (>2 m s −2; DEF, 48 ± 12; MID, 51 ± 11; FWD, 50 ± 14). Intensity variables similarly revealed positional differences ( p < 0.05) but with a different pattern between positions; average speed (DEF, 115 ± 10 m min −1; MID, 132 ± 10 m min −1; FWD, 134 ± 15 m min −1), sprinting (DEF, 7 ± 3 m min −1; MID, 12 ± 4 m min −1; FWD, 14 ± 4 m min −1), and accelerations (DEF, 1.1 ± 0.3 n min −1; MID, 1.4 ± 0.2 n min −1; FWD, 1.5 ± 0.3 n min −1). Physical outputs reduced across playing quarters, despite unlimited substitutions, demonstrating the importance of optimizing physical preparation prior to international competition. Volume and intensity data highlight specific positional requirements, with forwards displaying shorter playing durations but greater high-intensity activities than defenders.

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          Progressive statistics for studies in sports medicine and exercise science.

          Statistical guidelines and expert statements are now available to assist in the analysis and reporting of studies in some biomedical disciplines. We present here a more progressive resource for sample-based studies, meta-analyses, and case studies in sports medicine and exercise science. We offer forthright advice on the following controversial or novel issues: using precision of estimation for inferences about population effects in preference to null-hypothesis testing, which is inadequate for assessing clinical or practical importance; justifying sample size via acceptable precision or confidence for clinical decisions rather than via adequate power for statistical significance; showing SD rather than SEM, to better communicate the magnitude of differences in means and nonuniformity of error; avoiding purely nonparametric analyses, which cannot provide inferences about magnitude and are unnecessary; using regression statistics in validity studies, in preference to the impractical and biased limits of agreement; making greater use of qualitative methods to enrich sample-based quantitative projects; and seeking ethics approval for public access to the depersonalized raw data of a study, to address the need for more scrutiny of research and better meta-analyses. Advice on less contentious issues includes the following: using covariates in linear models to adjust for confounders, to account for individual differences, and to identify potential mechanisms of an effect; using log transformation to deal with nonuniformity of effects and error; identifying and deleting outliers; presenting descriptive, effect, and inferential statistics in appropriate formats; and contending with bias arising from problems with sampling, assignment, blinding, measurement error, and researchers' prejudices. This article should advance the field by stimulating debate, promoting innovative approaches, and serving as a useful checklist for authors, reviewers, and editors.
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            Monitoring Athlete Training Loads: Consensus Statement.

            Monitoring the load placed on athletes in both training and competition has become a very hot topic in sport science. Both scientists and coaches routinely monitor training loads using multidisciplinary approaches, and the pursuit of the best methodologies to capture and interpret data has produced an exponential increase in empirical and applied research. Indeed, the field has developed with such speed in recent years that it has given rise to industries aimed at developing new and novel paradigms to allow us to precisely quantify the internal and external loads placed on athletes and to help protect them from injury and ill health. In February 2016, a conference on "Monitoring Athlete Training Loads-The Hows and the Whys" was convened in Doha, Qatar, which brought together experts from around the world to share their applied research and contemporary practices in this rapidly growing field and also to investigate where it may branch to in the future. This consensus statement brings together the key findings and recommendations from this conference in a shared conceptual framework for use by coaches, sport-science and -medicine staff, and other related professionals who have an interest in monitoring athlete training loads and serves to provide an outline on what athlete-load monitoring is and how it is being applied in research and practice, why load monitoring is important and what the underlying rationale and prospective goals of monitoring are, and where athlete-load monitoring is heading in the future.
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              Internal and External Training Load: 15 Years On

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                Author and article information

                Contributors
                Journal
                Front Sports Act Living
                Front Sports Act Living
                Front. Sports Act. Living
                Frontiers in Sports and Active Living
                Frontiers Media S.A.
                2624-9367
                28 May 2021
                2021
                : 3
                : 653364
                Affiliations
                [1] 1Sport Science Department, Institut Sukan Negara (National Sports Institute) , Kuala Lumpur, Malaysia
                [2] 2Division of Sport, Health and Exercise Sciences, Center for Human Performance, Exercise and Rehabilitation (CHPER), Brunel University London , Uxbridge, United Kingdom
                [3] 3EDGE10 Group Ltd. , London, United Kingdom
                [4] 4CS Performance, Clontarf Hockey Club , Dublin, Ireland
                [5] 5Cambridge Center for Sport and Exercise Sciences, Anglia Ruskin University , Cambridge, United Kingdom
                Author notes

                Edited by: Franck Brocherie, Institut National du Sport, de l'Expertise et de la Performance (INSEP), France

                Reviewed by: Ted Daniel Polglaze, University of Western Australia, Australia; Mohammed Ihsan, National University of Singapore, Singapore

                *Correspondence: Oliver R. Gibson oliver.gibson@ 123456brunel.ac.uk

                This article was submitted to Elite Sports and Performance Enhancement, a section of the journal Frontiers in Sports and Active Living

                Article
                10.3389/fspor.2021.653364
                8196230
                34127962
                b86fa4b6-4740-414e-a9e2-a8298698e022
                Copyright © 2021 James, Gibson, Dhawan, Stewart and Willmott.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 14 January 2021
                : 31 March 2021
                Page count
                Figures: 4, Tables: 2, Equations: 0, References: 41, Pages: 11, Words: 7229
                Categories
                Sports and Active Living
                Original Research

                acceleration,speed,team sports,gps,hockey,accelerometer
                acceleration, speed, team sports, gps, hockey, accelerometer

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