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

Author

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  • Sylvia Binkley

    (Department of Exercise and Sport Science, University of Wisconsin-La Crosse, La Crosse, WI 54601, USA)

  • Carl Foster

    (Department of Exercise and Sport Science, University of Wisconsin-La Crosse, La Crosse, WI 54601, USA)

  • Cristina Cortis

    (Department of Human Sciences, Society and Health, University of Cassino and Lazio Meridionale, 03043 Cassino, Italy)

  • Jos J. de Koning

    (Department of Human Movement Science, Movement Sciences Amsterdam, Vrije Universiteit, 1081BT Amsterdam, The Netherlands)

  • Christopher Dodge

    (Department of Exercise and Sport Science, University of Wisconsin-La Crosse, La Crosse, WI 54601, USA)

  • Scott T. Doberstein

    (Department of Exercise and Sport Science, University of Wisconsin-La Crosse, La Crosse, WI 54601, USA)

  • Andrea Fusco

    (Department of Human Sciences, Society and Health, University of Cassino and Lazio Meridionale, 03043 Cassino, Italy)

  • Salvador J. Jaime

    (Department of Exercise and Sport Science, University of Wisconsin-La Crosse, La Crosse, WI 54601, USA)

  • John P. Porcari

    (Department of Exercise and Sport Science, University of Wisconsin-La Crosse, La Crosse, WI 54601, USA)

Abstract

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.

Suggested Citation

  • Sylvia Binkley & Carl Foster & Cristina Cortis & Jos J. de Koning & Christopher Dodge & Scott T. Doberstein & Andrea Fusco & Salvador J. Jaime & John P. Porcari, 2021. "Summated Hazard Score as a Powerful Predictor of Fatigue in Relation to Pacing Strategy," IJERPH, MDPI, vol. 18(4), pages 1-14, February.
  • Handle: RePEc:gam:jijerp:v:18:y:2021:i:4:p:1984-:d:501631
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    References listed on IDEAS

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    1. Cristina Cortis & Andrea Fusco & Mitchell Cook & Scott T. Doberstein & Cordial Gillette & John P. Porcari & Carl Foster, 2021. "Indoor Cycling Energy Expenditure: Does Sequence Matter?," IJERPH, MDPI, vol. 18(3), pages 1-8, January.
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    Cited by:

    1. Véronique Billat & Florent Palacin & Luc Poinsard & Johnathan Edwards & Michael Maron, 2022. "Heart Rate Does Not Reflect the %VO 2 max in Recreational Runners during the Marathon," IJERPH, MDPI, vol. 19(19), pages 1-13, September.
    2. Gustavo C. Vasconcelos & Cayque Brietzke & Paulo E. Franco-Alvarenga & Florentina J. Hettinga & Flávio O. Pires, 2023. "Music Alters Conscious Distance Monitoring without Changing Pacing and Performance during a Cycling Time Trial," IJERPH, MDPI, vol. 20(5), pages 1-11, February.

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