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...
Main Authors: | , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-02-01
|
Series: | International Journal of Environmental Research and Public Health |
Subjects: | |
Online Access: | https://www.mdpi.com/1660-4601/18/4/1984 |
id |
doaj-282a53727b954217a3b4831e37ed4c3f |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT sylviabinkley summatedhazardscoreasapowerfulpredictoroffatigueinrelationtopacingstrategy AT carlfoster summatedhazardscoreasapowerfulpredictoroffatigueinrelationtopacingstrategy AT cristinacortis summatedhazardscoreasapowerfulpredictoroffatigueinrelationtopacingstrategy AT josjdekoning summatedhazardscoreasapowerfulpredictoroffatigueinrelationtopacingstrategy AT christopherdodge summatedhazardscoreasapowerfulpredictoroffatigueinrelationtopacingstrategy AT scotttdoberstein summatedhazardscoreasapowerfulpredictoroffatigueinrelationtopacingstrategy AT andreafusco summatedhazardscoreasapowerfulpredictoroffatigueinrelationtopacingstrategy AT salvadorjjaime summatedhazardscoreasapowerfulpredictoroffatigueinrelationtopacingstrategy AT johnpporcari summatedhazardscoreasapowerfulpredictoroffatigueinrelationtopacingstrategy |
_version_ |
1724261822311170048 |