Int J Sports Med 2022; 43(08): 694-700
DOI: 10.1055/a-1749-5829
Training & Testing

Maximal Aerobic Power Using the Modified Heck Protocol: Prediction Models

1   Sports and exercise science, University of Central Lancashire – Cyprus Campus, Pyla, Cyprus, United States
,
Marcos A. Michaelides
1   Sports and exercise science, University of Central Lancashire – Cyprus Campus, Pyla, Cyprus, United States
› Author Affiliations

Abstract

The purpose of this study was to develop prediction models based on an incremental treadmill test to volitional exhaustion utilizing the modified Heck protocol. A total of 598 professional and youth athletes participating in different sports were recruited for this study. Specifically, the study enrolled professional male soccer players (n=380), professional male futsal players (n=24), elite male basketball players (n=27), professional male soccer referees (n=50), elite female soccer players (n=19), youth male basketball players (13–14 yrs n=15, 15–17 yrs n=20) and youth male soccer players (15 yrs n=28, 16–17 yrs n=35). Anthropometric measurements included stature, body mass, and body fat. Furthermore, all participants performed incremental cardiopulmonary exercise testing on a treadmill using the modified Heck protocol. Through multiple regression analysis, a separate prediction model was developed for each of the athletic populations. Results demonstrated that a significant (p=0.001) proportion of the variation observed in VO2max was explained by the variation in running time. The generated VO2max regression equations would allow athletes and coaches to predict VO2max in a relatively short time without the need for expensive and sophisticated equipment. To our knowledge, this is the first study that provides regression models for different athletic populations using the modified Heck protocol.



Publication History

Received: 24 April 2021

Accepted: 08 January 2022

Article published online:
18 February 2022

© 2022. Thieme. All rights reserved.

Georg Thieme Verlag
Rüdigerstraße 14, 70469 Stuttgart, Germany

 
  • References

  • 1 Hawkins MN, Raven PB, Snell PG. et al. Maximal oxygen uptake as a parametric measure of cardiorespiratory capacity. Med Sci Sports Exerc 2007; 39: 103-107
  • 2 Poole DC, Wilkerson DP, Jones AM. Validity of criteria for establishing maximal O2 uptake during ramp exercise tests. Eur J Appl Physiol 2008; 102: 403-410
  • 3 Ross WD, Marfell-Jones MJ. Kinanthropometry. In MacDougall JD, Wenger HA, Green HS (eds.). Physiological Testing of the High-Performance Athlete. Champaign IL: Human Kinetics; 1991: 223-308
  • 4 Wilmore JH, Costill DL. Physiology of Sport and Exercise. Champaign IL: Human Kinetics;; 2005
  • 5 Bassett DR, Howley ET. Limiting factors for maximum oxygen uptake and determinants of endurance performance. Med Sci Sports Exerc 2000; 32: 70-84
  • 6 Impellizzeri FM, Marcora SM, Castagna C. et al. Physiological and performance effects of generic versus specific aerobic training in soccer players. Int J Sports Med 2006; 27: 483-492
  • 7 Fay L, Londeree BR, LaFontaine TP. et al. Physiological parameters related to distance running performance in female athletes. Med Sci Sports Exerc 1989; 21: 319-324
  • 8 Noakes TD, Myburgh KH, Schall R. Peak treadmill running velocity during the VO2 max test predicts running performance. J Sports Sci 1990; 8: 35-45
  • 9 Daniels JT. A physiologist's view of running economy. Med Sci Sports Exerc 1985; 17: 332-338
  • 10 Bangsbo J, Lindquist F. Comparison of various exercise tests with endurance performance during soccer in professional players. Int J Sports Med 1992; 13: 125-132
  • 11 Mohr M, Krustrup P, Bangsbo J. Match performance of high-standard soccer players with special reference to development of fatigue. J Sports Sci 2003; 21: 519-528
  • 12 Beltz NM, Gibson AL, Janot JM. et al. Graded exercise testing protocols for the determination of VO2max: historical perspectives, progress, and future considerations. J Sports Med (Hindawi Publ Corp) 2016; 2016: 3968393
  • 13 Albouaini K, Egred M, Alahmar A. et al. Cardiopulmonary exercise testing and its application. Postgraduate Med J 2007; 83: 675-682
  • 14 Frayn KN. Calculation of substrate oxidation rates in vivo from gaseous exchange. J Appl Physiol Respir Environ Exerc Physiol 1983; 55: 628-634
  • 15 Wells GD, Norris SR. Assessment of physiological capacities of elite athletes & respiratory limitations to exercise performance. Paediatr Respir Rev 2009; 10: 91-98
  • 16 Myers J, Bellin D. Ramp exercise protocols for clinical and cardiopulmonary exercise testing. Sports Med 2000; 30: 23-29
  • 17 Bruce RA. Exercise testing of patients with coronary heart disease. Ann Clin Res 1971; 3: 323-330
  • 18 Åstrand PO, Rodahl K. Textbook of Work Physiology. 3rd ed. New York (NY): McGraw-Hill; 1986
  • 19 Naughton JP, Haiden R. Methods of Exercise Testing. In: Naughton JP, Hellerstein HK, Mohler LC (eds.). Exercise Testing and Exercise Training in Coronary Heart Disease. New York (NY): Academic Press; 1973: 79-91
  • 20 Balke B, Ware RW. An experimental study of physical fitness of Air Force personnel. US Armed Forces Med J 1959; 10: 675-688
  • 21 Santos-Silva PR, Fonseca AJ, Castro AW. et al. Reproducibility of maximum aerobic power (VO2max) among soccer players using a modified Heck protocol. Clinics (Sao Paulo) 2007; 62: 391-396
  • 22 Marcos MA, Koulla PM, Anthos ZI. Preseason maximal aerobic power in professional soccer players among different divisions. J Strength Cond Res 2018; 32: 356-363
  • 23 Larsen GE, George JD, Alexander JL. et al. Prediction of maximum oxygen consumption from walking, jogging, or running. Res Q Exerc Sport 2002; 73: 66-72
  • 24 Carling C, Gregson W, McCall A. et al. Match running performance during fixture congestion in elite soccer: research issues and future directions. Sports Med 2015; 45: 605-613
  • 25 Wicks JR, Oldridge NB. How accurate is the prediction of maximal oxygen uptake with treadmill testing?. PLoS One 2016; 11: e0166608
  • 26 Loe H, Nes BM, Wisløff U. Predicting VO2peak from submaximal- and peak exercise models: the HUNT 3 fitness study, Norway. PLoS One 2016; 11: e0144873
  • 27 Harriss DJ, MacSween A, Atkinson G. Ethical standards in sports and exercise science research: 2020 update. Int J Sports Med 2019; 40: 813-817
  • 28 Grant J, Joseph A, Campagna P. The prediction of Vo2max: a comparison of 7 indirect tests of aerobic power. J Strength Cond Res 1999; 13: 346-352
  • 29 Pollock ML, Bohannon RL, Cooper KH. et al. A comparative analysis of four protocols for maximal treadmill stress testing. Am Heart J 1976; 92: 39-46
  • 30 Pollock ML, Foster C, Schmidt D. et al. Comparative analysis of physiologic responses to three different maximal graded exercise test protocols in healthy women. Am Heart J 1982; 103: 363-373
  • 31 Seals DR, Hagberg JM, Hurley BF. et al. Endurance training in older men and women. I. cardiovascular-responses to exercise. J Appl Physiol 1984; 57: 1024-1029
  • 32 Hawkins S, Wiswell R. Rate and mechanism of maximal oxygen consumption decline with aging: Implications for exercise training. Sports Med 2003; 33: 877-888
  • 33 Tanaka H, Seals DR. Endurance exercise performance in Masters athletes: age-associated changes and underlying physiological mechanisms. J Physiol 2008; 586: 55-63
  • 34 George JD, Bradshaw DI, Hyde A. et al. A maximal graded exercise test to accurately predict VO2max in 18-65-year-old adults. Meas Phys Educ Exerc Sci 2007; 11: 149-160
  • 35 Bagger M, Petersen PH, Pedersen PK. Biological variation in variables associated with exercise training. Int J Sports Med 2003; 24: 433-440
  • 36 Froelicher VF, Thompson AJ, Noguera I. et al. Prediction of maximal oxygen consumption: comparison of the Bruce and Balke treadmill protocols. Chest 1975; 68: 331-336
  • 37 Rowland TW. Crusading for the Balke protocol. Pediatr Exerc Sci 1999; 11: 189-192
  • 38 Koutlianos N, Dimitros E, Metaxas T. et al. Indirect estimation of VO2max in athletes by ACSM's equation: Valid or not?. Hippokratia 2013; 17: 136-140
  • 39 Cunha FA, Catalão RP, Midgley AW. et al. Do the speeds defined by the American College of Sports Medicine metabolic equation for running produce target energy expenditures during isocaloric exercise bouts?. Eur J Appl Physiol 2012; 112: 3019-3026
  • 40 Rampinini E, Bishop D, Marcora SM. et al. Validity of simple field tests as indicators of match-related physical performance in top-level professional soccer players. Int J Sports Med 2007; 28: 228-325