Exponential Functions Permit Estimation of Anaerobic Work Capacity and Critical Power from Less than 2 Min All-Out Test

被引:0
|
作者
Tsai, Ming-Chang [1 ]
Thomas, Scott [2 ]
Klimstra, Marc [1 ,3 ]
机构
[1] Canadian Sport Inst Pacific, Victoria, BC V9E 2C5, Canada
[2] Univ Toronto, Fac Kinesiol & Phys Educ, Grad Dept Exercise Sci, Toronto, ON M5S 1A1, Canada
[3] Univ Victoria, Sch Exercise Sci Phys & Hlth Educ, Victoria, BC V8P 5C2, Canada
关键词
exercise testing; fitness assessment; predictive algorithms; endurance performance metrics; physiological modeling;
D O I
10.3390/a17110532
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The Critical Power Model (CPM) is key for assessing athletes' aerobic and anaerobic energy systems but typically involves lengthy, exhausting protocols. The 3 min all-out test (3MT) simplifies CPM assessment, yet its duration remains demanding. Exponential decay models, specifically mono- and bi-exponential functions, offer a more efficient alternative by accurately capturing the nonlinear energy dynamics in high-intensity efforts. This study explores shortening the 3MT using these functions to reduce athlete strain while preserving the accuracy of critical power (CP) and work capacity (W ') estimates. Seventy-six competitive cyclists and triathletes completed a 3MT on a cycle ergometer, with CP and W ' calculated at shorter intervals. Results showed that a 90 s test using the bi-exponential model yielded CP and W ' values similar to those of the full 3MT. Meanwhile, the mono-exponential model required at least 135 s. Bland-Altman and linear regression analyses confirmed that a 120 s test with the mono-exponential model reliably estimated CP and W ' with minimal physical strain. These findings support a shortened, less-demanding 3MT as a valid alternative for CPM assessment.
引用
收藏
页数:13
相关论文
共 21 条
  • [1] The 3-min all-out test is valid for determining critical power but not anaerobic work capacity in tethered running
    Traina Gama, Maria Carolina
    Masselli dos Reis, Ivan Gustavo
    de Barros Sousa, Filipe Antonio
    Gobatto, Claudio Alexandre
    PLOS ONE, 2018, 13 (02):
  • [2] Gender Differences In Anaerobic Working Capacity, But Not Critical Power, During An All-out Cycling Test
    Miramonti, Amelia A.
    Fukuda, David H.
    Stout, Jeffrey R.
    Robinson, Edward H.
    Wang, Ran
    Mangine, Gerald T.
    Townsend, Jeremy R.
    Bohner, John D.
    Fragala, Maren S.
    Hoffman, Jay R.
    Oliveira, Leonardo P.
    MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2014, 46 (05): : 934 - 935
  • [3] Metabolic and neuromuscular responses at critical power from the 3-min all-out test
    Bergstrom, Haley C.
    Housh, Terry J.
    Zuniga, Jorge M.
    Traylor, Daniel A.
    Lewis, Robert W.
    Camic, Clayton L.
    Schmidt, Richard J.
    Johnson, Glen O.
    APPLIED PHYSIOLOGY NUTRITION AND METABOLISM, 2013, 38 (01) : 7 - 13
  • [4] The Reliability and Validity of the 3-min All-out Cycling Critical Power Test
    Wright, James
    Bruce-Low, Stewart
    Jobson, Simon A.
    INTERNATIONAL JOURNAL OF SPORTS MEDICINE, 2017, 38 (06) : 462 - 467
  • [5] A 3-min all-out cycling test is sensitive to a change in critical power
    Vanhatalo, Anni
    Doust, Jonathan H.
    Burnley, Mark
    MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2008, 40 (09): : 1693 - 1699
  • [6] Determination Of Critical Power In Rowing By Using 3-min All-out Test
    Cheng, Ching-Feng
    Yang, Yi-Shan
    Lin, Hui-Mei
    Lee, Chia-Lun
    Wang, Chun-Yi
    MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2011, 43 (05): : 947 - 947
  • [7] Determination of critical power using a 3-min all-out cycling test
    Vanhatalo, Anni
    Doust, Jonathan H.
    Burnley, Mark
    MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2007, 39 (03): : 548 - 555
  • [8] Differences Among Estimates of Critical Power and Anaerobic Work Capacity Derived From Five Mathematical Models and the Three-Minute All-Out Test
    Bergstrom, Haley C.
    Housh, Terry J.
    Zuniga, Jorge M.
    Traylor, Daniel A.
    Lewis, Robert W., Jr.
    Camic, Clayton L.
    Schmidt, Richard J.
    Johnson, Glen O.
    JOURNAL OF STRENGTH AND CONDITIONING RESEARCH, 2014, 28 (03) : 592 - 600
  • [9] Responses during exhaustive exercise at critical power determined from the 3-min all-out test
    Bergstrom, Haley C.
    Housh, Terry J.
    Zuniga, Jorge M.
    Traylor, Daniel A.
    Lewis, Robert W.
    Camic, Clayton L.
    Schmidt, Richard J.
    Johnson, Glen O.
    JOURNAL OF SPORTS SCIENCES, 2013, 31 (05) : 537 - 545
  • [10] Impact of Short Cranks on 3-Min All-Out Cycling Test and Critical Power Metrics
    Burrus, Boe M.
    Armendariz, Jessie
    Moscicki, Brian M.
    MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2019, 51 (06): : 942 - 942