CONMEBOL Libertadores Cup: Altitude impact on goals and results in 16 years of soccer matches
DOI:
https://doi.org/10.14198/jhse.2023.181.04Keywords:
Soccer, High altitude, PerformanceAbstract
Background: The CONMEBOL Libertadores Cup, is the continent’s most important international club tournament. Teams are exposed to different altitudes with short acclimatization periods. The present study describe the effect of altitude on the results and goals of soccer club teams matches between 2000 and 2015 in the CONMEBOL Libertadores Cup. Materials & Methods: All home and away matches from the group phase onwards and which have been played at the traditional team venue were taken into account, thus, 2039 games were analysed. The teams were classified into altitude categories according to the physiological impact and registered hometown altitude. A Poisson´s generalized linear model was used to study the relationship between the altitude of both home and away teams and the number of goals scored for each team according to the altitude category. The probabilities that the home team winning, drawing, or losing the match were estimated using a regression model for ordinal variables and assuming a multinomial probability distribution with the logistic linkage. Factors as heat, temperature and general performance of the teams were not considered. Results: Home team scores more (2.62 goals) when the away team descends three altitude categories, followed by a descent of two altitude categories (2.01 goals) and an ascent of three altitude categories (1.89 goals). This is associated with an increase probability of winning for the home team, being 5.5 times more likely when the away team descends three altitude categories, 2.3 times more when it descends two categories, and 2.5 times more when it ascends three altitude categories. Conclusions: These findings suggest that the away team is more likely to lose a match when it has to descend two or three altitude categories and when it ascends three altitude categories.
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Aughey RJ, Hammond K, Varley MC, Schmidt WF, Bourdon PC, Buchheit M, Simpson B, Garvican-Lewis LA, Kley M, Soria R, Sargent C, Roach GD, Claros JCJ, Wachsmuth N, and Gore CJ (2013). Soccer activity profile of altitude versus sea-level natives during acclimatization to 3600 m (ISA3600). Br J Sports Med 47:i107-i113. https://doi.org/10.1136/bjsports-2013-092776
Bärtsch P, Saltin B, and Dvorak J (2008). Consensus statement on playing football at a different altitude. Scand J Med Sci Sports 18:96-99. https://doi.org/10.1111/j.1600-0838.2008.00837.x
Billaut F and Buchheit M (2013). Repeated-sprint performance and vast lateralis oxygenation: Effect of limited O2availability. Scand J Med Sci Sports 23:e185-e193. https://doi.org/10.1111/sms.12052
Böning D (1997). Altitude and Hypoxia Training - A Short Review. International Journal of Sports Medicine 18:565-570. https://doi.org/10.1055/s-2007-972682
Brocherie F, Millet GP, and Girard O (2017). Psychophysiological Responses to Repeated-Sprint Training in Normobaric Hypoxia and Normoxia. Int J Sports Physiol Perform 12:115-123. https://doi.org/10.1123/ijspp.2016-0052
Brutsaert T, Spielvogel H, Soria R, Araoz M, Caceres E, Buzenet G, Villena M, Paz-Zamora M, and Vargas E (2000a). Environmental Exercise Physiology Performance Of Altitude Acclimatized And Non-Acclimatized Professional Football (Soccer) Players At 3,600 M. J. Exerc. Physiol. Online 3:28-37.
Brutsaert TD, Araoz M, Soria R, Spielvogel H, and Haas JD (2000b). Higher arterial oxygen saturation during submaximal exercise in Bolivian Aymara compared to European sojourners and Europeans born and raised at high altitude. Am. J. Phys. Anthropol 113:169-181. https://doi.org/10.1002/1096-8644(200010)113:2<169::AID-AJPA3>3.0.CO;2-9
Buchheit M, Simpson BM, Garvican-Lewis LA, Hammond K, Kley M, Schmidt WF, Aughey RJ, Soria R, Sargent C, Roach GD, Claros JCJ, Wachsmuth N, Gore CJ, and Bourdon PC (2013). Wellness, fatigue, and physical performance acclimatization to a 2-week soccer camp at 3600 m (ISA3600). Br J Sports Med 47:i100-i106. https://doi.org/10.1136/bjsports-2013-092749
Chumacero RA (2009). Altitude or Hot Air? J Sports Econom 10:619-638. https://doi.org/10.1177/1527002509336217
Di Salvo V, Gregson W, Atkinson G, Tordoff P, and Drust B (2009). Analysis of High-Intensity Activity in Premier League Soccer. Int J Sports Med 30:205-212. https://doi.org/10.1055/s-0028-1105950
Faude O, Schmidt C, and Meyer T (2011). Altitude Adaptation and Team Success during the FIFA World Cup 2010. J. Exerc. Physiol. Online 14:41-48.
Faude, O., Koch, T., & Meyer, T. (2012). Straight sprinting is the most frequent action in goal situations in professional football. J. Sports Sci. 30(7), 625-631. https://doi.org/10.1080/02640414.2012.665940
Garvican LA, Hammond K, Varley MC, Gore CJ, Billaut F, and Aughey RJ (2014). Lower running performance and exacerbated fatigue in soccer played at 1600 m. Int J Sports Physiol Perform 9:397-404. https://doi.org/10.1123/ijspp.2012-0375
Girard O and Pluim BM (2013). Improving team-sport player's physical performance with altitude training: from beliefs to scientific evidence. Br J Sports Med 47:i2-i3. https://doi.org/10.1136/bjsports-2013-093119
Girard O, Amann M, Aughey R, Billaut F, Bishop DJ, Bourdon P, Buchheit M, Chapman R, D'Hooghe M, Garvican-Lewis LA, Gore CJ, Millet GP, Roach GD, Sargent C, Saunders PU, Schmidt W, and Schumacher YO (2013). Position statement-altitude training for improving team-sport players' performance: current knowledge and unresolved issues. Br J Sports Med 47:i8-i16. https://doi.org/10.1136/bjsports-2013-093109
Girard O, Brocherie F, and Millet GP (2017). Effects of altitude/hypoxia on single- and multiple-sprint performance: a comprehensive review. Sports Med 47:1931-1949. https://doi.org/10.1007/s40279-017-0733-z
Gore CJ, Little SC, Hahn AG, Scroop GC, Norton KI, Bourdon PC, Woolford SM, Buckley JD, Stanef T, Campbell DP, Watson DB, and Emonson DL (1997). Reduced performance of male and female athletes at 580?m altitude. Eur. J. Appl. Physiol. 75:136-143. https://doi.org/10.1007/s004210050138
Gore CJ, McSharry PE, Hewitt AJ, and Saunders PU (2008). Preparation for football competition at moderate to high altitude. Scand J Med Sci Sports 18:85-95. https://doi.org/10.1111/j.1600-0838.2008.00836.x
Gore CJ, Aughey RJ, Bourdon PC, Garvican-Lewis LA, Soria R, Claros JCJ, Sargent C, Roach GD, Buchheit M, Simpson BM, Hammond K, Kley M, Wachsmuth N, Pepper M, Edwards A, Cuenca D, Vidmar T, Spielvogel H, and Schmidt WF (2013). Methods of the international study on soccer at altitude 3600 m (ISA3600). Br J Sports Med 47:i80-i85. https://doi.org/10.1136/bjsports-2013-092770
Haugen T and Buchheit M (2015). Sprint Running Performance monitoring: Methodological and Practical Considerations. Sports Med 46:641-656. https://doi.org/10.1007/s40279-015-0446-0
Hörzer S, Fuchs C, Gastinger R, Sabo A, Mehnen L, Martinek J, and Reichel M (2010). Simulation of spinning soccer ball trajectories influenced by altitude. Procedia Eng. 2:2461-2466. https://doi.org/10.1016/j.proeng.2010.04.016
Levine BD, Stray-Gundersen J, and Mehta RD (2008). Effect of altitude on football performance. Scand J Med Sci Sports 18:76-84. https://doi.org/10.1111/j.1600-0838.2008.00835.x
McSharry PE (2007). Effect of altitude on physiological performance: a statistical analysis using results of international football games. BMJ 335:1278-1281. https://doi.org/10.1136/bmj.39393.451516.AD
Mureika JR (2006). The effects of temperature, humidity, and barometric pressure on short-sprint race times. Can J Phys 84:311-324. https://doi.org/10.1139/p06-057
Nassis GP (2013). Effect of Altitude on Football Performance. J. Strength Cond. Res. 27:703-707.https://doi.org/10.1519/JSC.0b013e31825d999d
Povea C, Schmitt L, Brugniaux J, Nicolet G, Richalet J-P, and Fouillot J-P (2005). Effects of Intermittent Hypoxia on Heart Rate Variability during Rest and Exercise. High Alt. Med. Biol 6:215-225. https://doi.org/10.1089/ham.2005.6.215
Saavedra García M, Gutiérrez Aguilar Ó, Marques PS, Torres Tobío G, and Romero JJF (2013). Calculating Home Advantage in the First Decade of the 21th Century UEFA Soccer Leagues. J Hum Kinet 38:141-150. https://doi.org/10.2478/hukin-2013-0054
Sarmento, H., Marcelino, R., Anguera, M. T., CampaniÇo, J., Matos, N., & LeitÃo, J. C. (2014). Match analysis in football: a systematic review. J. Sports Sci., 32(20), 1831-1843. https://doi.org/10.1080/02640414.2014.898852
Tovar J (2014). Gasping for air: soccer players' passing behavior at high-altitude. J. Quant. Anal. Sports 10. https://doi.org/10.1515/jqas-2014-0035
Tucker R, Rauch L, Harley YR, and Noakes T (2004). Impaired exercise performance in the heat is associated with an anticipatory reduction in skeletal muscle recruitment. Pflugers Arch 448. https://doi.org/10.1007/s00424-004-1267-4
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