Summated Hazard Score as a Powerful Predictor of Fatigue in Relation to Pacing Strategy

During competitive events, the pacing strategy depends upon how an athlete feels at a specific moment and the distance remaining. It may be expressed as the Hazard Score (HS) with momentary HS being shown to provide a measure of the likelihood of changing power output (PO) within an event and summat...

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Main Authors: Sylvia Binkley, Carl Foster, Cristina Cortis, Jos J. de Koning, Christopher Dodge, Scott T. Doberstein, Andrea Fusco, Salvador J. Jaime, John P. Porcari
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:International Journal of Environmental Research and Public Health
Subjects:
RPE
Online Access:https://www.mdpi.com/1660-4601/18/4/1984
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spelling doaj-282a53727b954217a3b4831e37ed4c3f2021-02-19T00:05:46ZengMDPI AGInternational Journal of Environmental Research and Public Health1661-78271660-46012021-02-01181984198410.3390/ijerph18041984Summated Hazard Score as a Powerful Predictor of Fatigue in Relation to Pacing StrategySylvia Binkley0Carl Foster1Cristina Cortis2Jos J. de Koning3Christopher Dodge4Scott T. Doberstein5Andrea Fusco6Salvador J. Jaime7John P. Porcari8Department of Exercise and Sport Science, University of Wisconsin-La Crosse, La Crosse, WI 54601, USADepartment of Exercise and Sport Science, University of Wisconsin-La Crosse, La Crosse, WI 54601, USADepartment of Human Sciences, Society and Health, University of Cassino and Lazio Meridionale, 03043 Cassino, ItalyDepartment of Human Movement Science, Movement Sciences Amsterdam, Vrije Universiteit, 1081BT Amsterdam, The NetherlandsDepartment of Exercise and Sport Science, University of Wisconsin-La Crosse, La Crosse, WI 54601, USADepartment of Exercise and Sport Science, University of Wisconsin-La Crosse, La Crosse, WI 54601, USADepartment of Human Sciences, Society and Health, University of Cassino and Lazio Meridionale, 03043 Cassino, ItalyDepartment of Exercise and Sport Science, University of Wisconsin-La Crosse, La Crosse, WI 54601, USADepartment of Exercise and Sport Science, University of Wisconsin-La Crosse, La Crosse, WI 54601, USADuring competitive events, the pacing strategy depends upon how an athlete feels at a specific moment and the distance remaining. It may be expressed as the Hazard Score (HS) with momentary HS being shown to provide a measure of the likelihood of changing power output (PO) within an event and summated HS as a marker of how difficult an event is likely to be perceived to be. This study aimed to manipulate time trial (TT) starting strategies to establish whether the summated HS, as opposed to momentary HS, will improve understanding of performance during a simulated cycling competition. Seven subjects (peak PO: 286 ± 49.7 W) performed two practice 10-km cycling TTs followed by three 10-km TTs with imposed PO (±5% of mean PO achieved during second practice TT and a self-paced TT). PO, rating of perceived exertion (RPE), lactate, heart rate (HR), HS, summated HS, session RPE (sRPE) were collected. Finishing time and mean PO for self-paced (time: 17.51 ± 1.41 min; PO: 234 ± 62.6 W), fast-start (time: 17.72 ± 1.87 min; PO: 230 ± 62.0 W), and slow-start (time: 17.77 ± 1.74 min; PO: 230 ± 62.7) TT were not different. There was a significant interaction between each secondary outcome variable (PO, RPE, lactate, HR, HS, and summated HS) for starting strategy and distance. The evolution of HS reflected the imposed starting strategy, with a reduction in PO following a fast-start, an increased PO following a slow-start with similar HS during the last part of all TTs. The summated HS was strongly correlated with the sRPE of the TTs (r = 0.88). The summated HS was higher with a fast start, indicating greater effort, with limited time advantage. Thus, the HS appears to regulate both PO within a TT, but also the overall impression of the difficulty of a TT.https://www.mdpi.com/1660-4601/18/4/1984pacingcyclingtime trialRPEperformance
collection DOAJ
language English
format Article
sources DOAJ
author Sylvia Binkley
Carl Foster
Cristina Cortis
Jos J. de Koning
Christopher Dodge
Scott T. Doberstein
Andrea Fusco
Salvador J. Jaime
John P. Porcari
spellingShingle Sylvia Binkley
Carl Foster
Cristina Cortis
Jos J. de Koning
Christopher Dodge
Scott T. Doberstein
Andrea Fusco
Salvador J. Jaime
John P. Porcari
Summated Hazard Score as a Powerful Predictor of Fatigue in Relation to Pacing Strategy
International Journal of Environmental Research and Public Health
pacing
cycling
time trial
RPE
performance
author_facet Sylvia Binkley
Carl Foster
Cristina Cortis
Jos J. de Koning
Christopher Dodge
Scott T. Doberstein
Andrea Fusco
Salvador J. Jaime
John P. Porcari
author_sort Sylvia Binkley
title Summated Hazard Score as a Powerful Predictor of Fatigue in Relation to Pacing Strategy
title_short Summated Hazard Score as a Powerful Predictor of Fatigue in Relation to Pacing Strategy
title_full Summated Hazard Score as a Powerful Predictor of Fatigue in Relation to Pacing Strategy
title_fullStr Summated Hazard Score as a Powerful Predictor of Fatigue in Relation to Pacing Strategy
title_full_unstemmed Summated Hazard Score as a Powerful Predictor of Fatigue in Relation to Pacing Strategy
title_sort summated hazard score as a powerful predictor of fatigue in relation to pacing strategy
publisher MDPI AG
series International Journal of Environmental Research and Public Health
issn 1661-7827
1660-4601
publishDate 2021-02-01
description During competitive events, the pacing strategy depends upon how an athlete feels at a specific moment and the distance remaining. It may be expressed as the Hazard Score (HS) with momentary HS being shown to provide a measure of the likelihood of changing power output (PO) within an event and summated HS as a marker of how difficult an event is likely to be perceived to be. This study aimed to manipulate time trial (TT) starting strategies to establish whether the summated HS, as opposed to momentary HS, will improve understanding of performance during a simulated cycling competition. Seven subjects (peak PO: 286 ± 49.7 W) performed two practice 10-km cycling TTs followed by three 10-km TTs with imposed PO (±5% of mean PO achieved during second practice TT and a self-paced TT). PO, rating of perceived exertion (RPE), lactate, heart rate (HR), HS, summated HS, session RPE (sRPE) were collected. Finishing time and mean PO for self-paced (time: 17.51 ± 1.41 min; PO: 234 ± 62.6 W), fast-start (time: 17.72 ± 1.87 min; PO: 230 ± 62.0 W), and slow-start (time: 17.77 ± 1.74 min; PO: 230 ± 62.7) TT were not different. There was a significant interaction between each secondary outcome variable (PO, RPE, lactate, HR, HS, and summated HS) for starting strategy and distance. The evolution of HS reflected the imposed starting strategy, with a reduction in PO following a fast-start, an increased PO following a slow-start with similar HS during the last part of all TTs. The summated HS was strongly correlated with the sRPE of the TTs (r = 0.88). The summated HS was higher with a fast start, indicating greater effort, with limited time advantage. Thus, the HS appears to regulate both PO within a TT, but also the overall impression of the difficulty of a TT.
topic pacing
cycling
time trial
RPE
performance
url https://www.mdpi.com/1660-4601/18/4/1984
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