Abstract
Purpose
To examine the suitability of three versions and two levels of the Yo-Yo intermittent tests for assessing and tracking aerobic fitness status development in male recreational football players. Sixty-six untrained participants (age 39 ± 6 years, VO2max 41.2 ± 6.2 ml kg−1 min−1, body mass 81.9 ± 10.8 kg, height 173.2 ± 6.4 cm) partook in a 12-week recreational football training program. They were evaluated during the Yo-Yo intermittent endurance level 1 (YYIE1) and 2 (YYIE2) tests and the Yo-Yo intermittent recovery level 1 test (YYIR1), and during a treadmill test for VO2max assessment, at baseline. Thirty-two out of these 66 participants replicated all these tests at post-intervention. An additional group of 30 male age-matched recreational football players that afterwards started the 12-week recreational football program (age 39 ± 6 years, VO2max 45.3 ± 5.8 ml kg−1 min−1, body mass 82.5 ± 7.8 kg, height 172.8 ± 5.4 cm) was evaluated at baseline to test cross-validation.
Results
The Yo-Yo tests showed very large associations with VO2max at baseline (r = 0.75–0.77; P < 0.0001) and at post-intervention (r = 0.76–0.82; P < 0.0005). Post-training, very large associations were found between YYIE2 performance and VO2max (r = 0.65, P < 0.0001). Cross-validation revealed small to large differences between the observed and estimated VO2max values (1.5–2.96 ml kg−1 min−1) with moderate typical error of estimation (7.9–8.7%) across the tests. Performance in the YYIE1, YYIE2 and YYIR1 tests of ≥ 1760, 480 and 600 m, respectively, indicated good to excellent VO2max values.
Conclusions
The Yo-Yo tests considered here showed robust and consistent criterion validity. The YYIE2 could be a more accurate option to track aerobic fitness development in recreational football players.
Similar content being viewed by others
References
Bangsbo J, Iaia FM, Krustrup P (2008) The Yo–Yo intermittent recovery test : a useful tool for evaluation of physical performance in intermittent sports. Sports Med 38(1):37–51
Börg G, Hassmen P, Lagerstrom M (2013) De novo transcript sequence reconstruction from RNA-seq using the Trinity platform for reference generation and analysis. Nature Protocols 56(6):679–685
Bradley PS, Mohr M, Bendiksen M, Randers MB, Flindt M, Barnes C, Hood P, Gomez A, Andersen JL, Di Mascio M, Bangsbo J, Krustrup P (2011) Sub-maximal and maximal Yo–Yo intermittent endurance test level 2: heart rate response, reproducibility and application to elite soccer. Eur J Appl Physiol 111(6):969–978. https://doi.org/10.1007/s00421-010-1721-2
Castagna C, Impellizzeri FM, Belardinelli R, Abt G, Coutts A, Chamari K, D'Ottavio S (2006a) Cardiorespiratory responses to Yo–yo intermittent endurance test in nonelite youth soccer players. J Strength Cond Res 20(2):326–330
Castagna C, Impellizzeri FM, Chamari K, Carlomagno D, Rampinini E (2006b) Aerobic fitness and yo–yo continuous and intermittent tests performances in soccer players: a correlation study. J Strength Cond Res 20(2):320–325
Castagna C, Francini L, Povoas SC, D'Ottavio S (2017) Long sprint abilities in soccer: ball vs running drills. Int J Sports Physiol Perform 12(9):1256–1263. https://doi.org/10.1123/ijspp.2016-0565
Cohen J (1988) Statistical power analysis for the behavioral sciences, 2nd edn. Edn, Lawrence Erlbaum Associates, Hillsdale
Fanchini M, Castagna C, Coutts AJ, Schena F, McCall A, Impellizzeri FM (2014) Are the Yo–Yo intermittent recovery test levels 1 and 2 both useful? Reliability, responsiveness and interchangeability in young soccer players. J Sports Sci 32(20):1950–1957. https://doi.org/10.1080/02640414.2014.969295
Fanchini M, Schena F, Castagna C, Petruolo A, Combi F, McCall A, Impellizzeri M (2015) External responsiveness of the Yo–Yo IR test level 1 in high-level male soccer players. Int J Sports Med 36(9):735–741. https://doi.org/10.1055/s-0035-1547223
Fleiss J (2011) Reliability of measurements. The design and analysis of clinical experiments. Wiley, New York, pp 1–31
Herdy AH, Caixeta A (2016) Brazilian cardiorespiratory fitness classification based on maximum oxygen consumption. Arq Bras Cardiol 106(5):389–395. https://doi.org/10.5935/abc.20160070
Hopkins WG (2000) Measures of reliability in sports medicine and science. Sports Med 30(1):1–15
Hopkins WG, Marshall SW, Batterham AM, Hanin J (2009) Progressive statistics for studies in sports medicine and exercise science. Med Sci Sports Exerc 41(1):3–13. https://doi.org/10.1249/MSS.0b013e31818cb278
Impellizzeri FM, Marcora SM (2009) Test validation in sport physiology: lessons learned from clinimetrics. Int J Sports Physiol Perform 4(2):269–277
Krustrup P, Bangsbo J (2001) Physiological demands of top-class soccer refereeing in relation to physical capacity: effect of intense intermittent exercise training. J Sports Sci 19:881–891
Krustrup P, Bangsbo J (2015) Recreational football is effective in the treatment of non-communicable diseases. Br J Sports Med 49(22):1426–1427. https://doi.org/10.1136/bjsports-2015-094955
Krustrup P, Krustrup BR (2018) Football is medicine: it is time for patients to play! Br J Sports Med 52(22):1412–1414. https://doi.org/10.1136/bjsports-2018-099377
Krustrup P, Mohr M, Amstrup T, Rysgaard T, Johansen J, Steensberg A, Pedersen PK, Bangsbo J (2003) The Yo–Yo intermittent recovery test: physiological response, reliability, and validity. Med Sci Sports Exer 35(4):697–705. https://doi.org/10.1093/bioinformatics/btp616
Krustrup P, Mohr M, Nybo L, Jensen JM, Nielsen JJ, Bangsbo J (2006) The Yo–Yo IR2 test: physiological response, reliability, and application to elite soccer. Med Sci Sports Exerc 38(9):1666–1673
Krustrup P, Nielsen JJ, Krustrup BR, Christensen JF, Pedersen H, Randers MB, Aagaard P, Petersen AM, Nybo L, Bangsbo J (2009) Recreational soccer is an effective health-promoting activity for untrained men. Br J Sports Med 43(11):825–831. https://doi.org/10.1136/bjsm.2008.053124
Krustrup P, Christensen JF, Randers MB, Pedersen H, Sundstrup E, Jakobsen MD, Krustrup BR, Nielsen JJ, Suetta C, Nybo L, Bangsbo J (2010) Muscle adaptations and performance enhancements of soccer training for untrained men. Eur J Appl Physiol 108(6):1247–1258. https://doi.org/10.1007/s00421-009-1319-8
Krustrup P, Bradley PS, Christensen JF, Castagna C, Jackman S, Connolly L, Randers MB, Mohr M, Bangsbo J (2015) The Yo–Yo IE2 test: physiological response for untrained men versus trained soccer players. Med Sci Sports Exerc 47(1):100–108. https://doi.org/10.1249/MSS.0000000000000377
Krustrup P, Williams CA, Mohr M, Hansen PR, Helge EW, Elbe AM, de Sousa M, Dvorak J, Junge A, Hammami A, Holtermann A, Larsen MN, Kirkendall D, Schmidt JF, Andersen TR, Buono P, Rorth M, Parnell D, Ottesen L, Bennike S, Nielsen JJ, Mendham AE, Zar A, Uth J, Hornstrup T, Brasso K, Nybo L, Krustrup BR, Meyer T, Aagaard P, Andersen JL, Hubball H, Reddy PA, Ryom K, Lobelo F, Barene S, Helge JW, Fatouros IG, Nassis GP, Xu JC, Pettersen SA, Calbet JA, Seabra A, Rebelo AN, Figueiredo P, Povoas S, Castagna C, Milanovic Z, Bangsbo J, Randers MB, Brito J (2018) The “football is medicine” platform-scientific evidence, large-scale implementation of evidence-based concepts and future perspectives. Scand J Med Sci Sports 28(Suppl 1):3–7. https://doi.org/10.1111/sms.13220
Messick S (1995) Standards of validity and the validity of standards in performance assessment. Educ Meas 14(4):5–8
Midgley AW, Mc Naughton LR, Wilkinson M (2006) Criteria and other methodological considerations in the evaluation of time at VO2max. J Sports Med Phys Fitness 46(2):183–188
Midgley AW, McNaughton LR, Polman R, Marchant D (2007) Criteria for determination of maximal oxygen uptake: a brief critique and recommendations for future research. Sports Med 37(12):1019–1028
Milanovic Z, Pantelic S, Covic N, Sporis G, Krustrup P (2015) Is Recreational soccer effective for improving VO2max a systematic review and meta-analysis. Sports Med 45(9):1339–1353. https://doi.org/10.1007/s40279-015-0361-4
Nes BM, Vatten LJ, Nauman J, Janszky I, Wisloff U (2014) A simple nonexercise model of cardiorespiratory fitness predicts long-term mortality. Med Sci Sports Exerc 46(6):1159–1165. https://doi.org/10.1249/MSS.0000000000000219
Pate RR, Kriska A (1984) Physiological basis of the sex difference in cardiorespiratory endurance. Sports Med 1(2):87–98
Póvoas SC, Castagna C, da Costa Soares JM, Silva P, Coelho ESMJ, Matos F, Krustrup P (2016) Reliability and construct validity of Yo–Yo tests in untrained and soccer-trained schoolgirls aged 9–16. Pediatr Exerc Sci 28(2):321–330. https://doi.org/10.1123/pes.2015-0212
Póvoas SCA, Krustrup P, Castagna C, da Silva PMR, Coelho ESMJ, Pereira RLM, Larsen MN (2018) Reliability of submaximal Yo–Yo tests in 9- to 16-year-old untrained schoolchildren. Pediatr Exerc Sci 30(4):537–545. https://doi.org/10.1123/pes.2017-0139
Póvoas SCA, Krustrup P, Pereira R, Vieira S, Carneiro I, Magalhaes J, Castagna C (2019) Maximal heart rate assessment in recreational football players a study involving a multiple testing approach. Scand J Med Sci Sports. 10:11. https://doi.org/10.1111/sms.13472
Rampinini E, Sassi A, Azzalin A, Castagna C, Menaspa P, Carlomagno D, Impellizzeri FM (2010) Physiological determinants of Yo–Yo intermittent recovery tests in male soccer players. Eur J Appl Physiol 108(2):401–409. https://doi.org/10.1007/s00421-009-1221-4
Schmitz B, Pfeifer C, Kreitz K, Borowski M, Faldum A, Brand SM (2018) The Yo–Yo Intermittent tests: a systematic review and structured compendium of test results. Front Physiol 9:870. https://doi.org/10.3389/fphys.2018.00870
Tanaka H, Monahan KD, Seals DR (2001) Age-predicted maximal heart rate revisited. J Am Coll Cardiol 37(1):153–156
Thomas A, Dawson B, Goodman C (2006) The Yo–Yo test: reliability and association with a 20-m shuttle run and VO2max. Int J Sports Physiol Perf 1:137–149
Weir JP (2005) Quantifying test-retest reliability using the intraclass correlation coefficient and the SEM. J Strength Cond Res 19(1):231–240
Weston M, Siegler J, Bahnert A, McBrien J, Lovell R (2015) The application of differential ratings of perceived exertion to Australian football league matches. J Sci Med Sport 18(6):704–708. https://doi.org/10.1016/j.jsams.2014.09.001
Wong P, Chaouachi A, Castagna C, Lau PWC, Chamari K, Wisløff U (2011) Validity of the Yo–Yo intermittent endurance test in young soccer players. Eur J Sport Sci 11:309–315. https://doi.org/10.1080/17461391.2010.521579
Author information
Authors and Affiliations
Contributions
Susana Póvoas and Carlo Castagna conceived and designed the research. Testing and data collection was performed by Susana Póvoas. Carlo Castagna and Susana Póvoas analyzed the data and wrote the first draft of the manuscript. Peter Krustrup contributed for the study design, interpreted the results, and edited the manuscript. All authors read and approved the final version of the manuscript.
Corresponding author
Ethics declarations
Conflict of interest
The authors do not have any conflict of interests and state that the results of the present study do not constitute endorsement by EJAP. The authors alone are responsible for the content and writing of the manuscript.
Additional information
Communicated by Anni Vanhatalo.
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Castagna, C., Krustrup, P. & Póvoas, S. Yo-Yo intermittent tests are a valid tool for aerobic fitness assessment in recreational football. Eur J Appl Physiol 120, 137–147 (2020). https://doi.org/10.1007/s00421-019-04258-8
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00421-019-04258-8