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Sports Performance

Elite North American soccer performance in thermally challenging environments: An explorative approach to tracking outcomes

ORCID Icon, , , &
Pages 1107-1114 | Received 29 Jan 2023, Accepted 09 Aug 2023, Published online: 21 Sep 2023

References

  • Bakdash, J. Z., & Marusich, L. R. (2017). Repeated measures correlation. Frontiers in Psychology, 8(MAR), 1–13. https://doi.org/10.3389/fpsyg.2017.00456
  • Barrett, S., McLaren, S., Spears, I., Ward, P., & Weston, M. (2018). The influence of playing position and contextual factors on soccer players’ match differential ratings of perceived exertion: A preliminary investigation. Sports, 6(1), 13. https://doi.org/10.3390/sports6010013
  • Bergeron, M. F., Bahr, R., Bärtsch, P., Bourdon, L., Calbet, J., Carlsen, K., Castagna, O., González-Alonso, J., Lundby, C., Maughan, R., Millet, G., Mountjoy, M., Racinais, S., Rasmussen, P., Singh, D., Subudhi, A., Young, A., Soligard, T., & Engebretsen, L. (2012). International Olympic Committee consensus statement on thermoregulatory and altitude challenges for high-level athletes. British Journal of Sports Medicine, 46(11), 770–779. https://doi.org/10.1136/bjsports-2012-091296
  • Bishop, D. (2008). An applied research model for the sport sciences. Sports Medicine, 38(3), 253–263. https://doi.org/10.2165/00007256-200838030-00005
  • Bland, J. M., & Altman, D. G. (1995). Calculating correlation coefficients with repeated observations: Part 1- correlation within subjects. British Medical Journal, 310(6977), 446. https://doi.org/10.1136/bmj.310.6977.446
  • Bland, J. M., & Altman, D. G. (1996). Measurement error and correlation correlation. British M, 313(7048), 41–42. https://doi.org/10.1002/anie.201005078
  • Borg, E., & Borg, G. (2002). A comparison of AME and CR100 for scaling perceived exertion. Acta Psychologica, 109(2), 157–175. https://doi.org/10.1016/S0001-6918(01)00055-5
  • Borg, E., Borg, G., Larsson, K., Letzter, M., & Sundblad, B.-M. (2010). An index for breathlessness and leg fatigue. Scandinavian Journal of Medicine & Science in Sports, 20(4), 644–650. https://doi.org/10.1111/j.1600-0838.2009.00985.x
  • Brutsaert, T. D., Spielvogel, H., & Soria, R. (2000). Performance of altitude acclimatized and non acclimatized professional football (soccer) players at 3,600m. Journal of Exercise Physiology Online2, 3(2).
  • Buchheit, M., Rabbani, A., & Beigi, H. T. (2014). Predicting changes in high-intensity intermittent running performance with acute responses to short jump rope workouts in children. Journal of Sports Science and Medicine, 13(3), 476–482.
  • Carling, C., & Dupont, G. (2011). Are declines in physical performance associated with a reduction in skill-related performance during professional soccer match-play? Journal of Sports Sciences, 29(1), 63–71. https://doi.org/10.1080/02640414.2010.521945
  • Chen, M. J., Fan, X., & Moe, S. T. (2002). Criterion-related validity of the Borg ratings of perceived exertion scale in healthy individuals: A meta-analysis. Journal of Sports Sciences, 20(11), 873–899. https://doi.org/10.1080/026404102320761787
  • Cheung, S. (2010). Advanced environmental Exercise Physiology. (M. Zavala, Edited by). Human Kinetics.
  • Chmura, P., Konefał, M., Andrzejewski, M., Kosowski, J., Rokita, A., & Chmura, J. (2017). Physical activity profile of 2014 FIFA world Cup players, with regard to different ranges of air temperature and relative humidity. International Journal of Biometeorology, 61(4), 677–684. https://doi.org/10.1007/s00484-016-1245-5
  • Company, T. W. (2022) Weather History Weather Underground, Available at: https://www.wunderground.com/weather/us/fl/orlando/28.54,-81.38.
  • Coutts, A. J. (2016). Working fast and working slow: The benefits of embedding research in high-performance Sport. International Journal of Sports Physiology & Performance, 11(1), 1–2. https://doi.org/10.1123/IJSPP.2015-0781
  • Dalen, T., Sandmael, S., Stevens, T., Hjelde, G., Kjosnes, T., & Wisloff, U. (2019). Differences in acceleration and high intensity activities between small sided games and peak periods of official matches in elite soccer players. Journal of Strengt and Conditioning Research, 1–7.
  • Dellal, A., Lago-Peñas, C., Rey, E., Chamari, K., & Orhant, E. (2013). The effect of a congested fixture period on the activity of elite soccer players. British Journal of Sports Medicine, 27, 1–5. https://doi.org/10.1136/bjsports-2012-091290
  • Draper, G., Wright, M., Chesterton, P., & Atkinson, G. (2021). The tracking of internal and external training loads with next-day player-reported fatigue at different times of the season in elite soccer players. International Journal of Sports Science and Coaching, 16(3), 793–803. https://doi.org/10.1177/1747954121988960
  • Draper, G., Wright, M. D., Ishida, A., Chesterton, P., Portas, M., & Atkinson, G. (2022). Do environmental temperatures and altitudes affect physical outputs of elite football athletes in match conditions? A systematic review of the ‘real world’ studies. Science and Medicine in Football, 7(1), 81–92. https://doi.org/10.1080/24733938.2022.2033823
  • Gallo, T. F., Cormack, S. J., Gabbett, T. J., & Lorenzen, C. H. (2016). Pre-training perceived wellness impacts training output in Australian football players. Journal of Sports Sciences, 34(15), 1445–1451. https://doi.org/10.1080/02640414.2015.1119295
  • Gibson, O. R., James, C. A., Mee, J. A., Willmott, A. G. B., Turner, G., Hayes, M., & Maxwell, N. S. (2020). Heat alleviation strategies for athletic performance: A review and practitioner guidelines. Temperature, 7(1), 3–36. Routledge. https://doi.org/10.1080/23328940.2019.1666624
  • Hader, K., Rumpf, M., Hertzog, M., Kilduff, L., Giroud, O., & Silva, J. (2019). Monitoring the athlete match response : Can external load variables predict post- match acute and residual fatigue in soccer? A systematic review with meta- analysis. Sports Medicine - Open.
  • Hopkins, W. (2004) How to Interpret Changes in an Atheltic Performance Test Aukland. Available at: https://herearemycomments.files.wordpress.com/2013/03/hopkins-how-to-interpret-changes-in-an-athletic-performance-test.pdf.
  • Ihsan, M., Tan, F., Sahrom, S., Choo, H. C., Chia, M., & Aziz, A. R. (2017). Pre-game perceived wellness highly associates with match running performances during an international field hockey tournament. European Journal of Sport Science, 17(5), 593–602. https://doi.org/10.1080/17461391.2017.1301559
  • Impellizzeri, F. M., Marcora, S. M., & Coutts, A. J. (2019). Internal and external training load: 15 years on. International Journal of Sports Physiology and Performance, 14(2), 270–273. https://doi.org/10.1123/ijspp.2018-0935
  • Johnston, R. J., Watsford, M. L., Kelly, S. J., Pine, M. J., & Spurrs, R. W. (2014). Validity and interunit reliability of 10 hz and 15 hz GPS units for assessing athlete movement demands. Journal of Strength and Conditioning Research, 28(6), 1649–1655. https://doi.org/10.1519/JSC.0000000000000323
  • Julian, R., Page, R. M., & Harper, L. D. (2021). ’the effect of fixture congestion on performance during professional male soccer match-play: A systematic Critical review with meta-analysis’. Sports Medicine, 51(2), 255–273. Springer International Publishing. https://doi.org/10.1007/s40279-020-01359-9
  • Lea, J. W. D., O’Driscoll, J. M., Hulbert, S., Scales, J., & Wiles, J. D. (2022). ‘Convergent validity of ratings of perceived exertion during resistance Exercise in healthy participants: A systematic review and meta-analysis’. Sports Medicine - Open, 8(1). Springer International Publishing. https://doi.org/10.1186/s40798-021-00386-8
  • McCubbin, A. J., Allanson, B. A., Caldwell Odgers, J. N., Cort, M. M., Costa, R. J. S., Cox, G. R., Crawshay, S. T., Desbrow, B., Freney, E. G., Gaskell, S. K., Hughes, D., Irwin, C., Jay, O., Lalor, B. J., Ross, M. L. R., Shaw, G., Périard, J. D., & Burke, L. M. (2020). Sports dietitians Australia position statement: Nutrition for exercise in hot environments. International Journal of Sport Nutrition and Exercise Metabolism, 30(1), 83–98. https://doi.org/10.1123/ijsnem.2019-0300
  • Mckay, A. K. A., Stellingwerff, T., Smith, E. S., Martin, D. T., Mujika, I., Goosey-Tolfrey, V. L., Sheppard, J., & Burke, L. M. (2022). Defining training and performance caliber: A participant classification framework. International Journal of Sports Physiology and Performance, 17(2), 317–331. https://doi.org/10.1123/ijspp.2021-0451
  • McLaren, S. J., Coutts, A. J., & Impellizzeri, F. M. (2020). Chapter 17: Perception of effort and subjective monitoring. In D. N. French & L. Torres-Ronda (Eds.), Nsca’s essentials of sport science (1st ed., pp. 231). Human Kinetics.
  • Mclaren, S. J., Graham, M., Spears, I. R., & Weston, M. (2016). The sensitivity of differential ratings of perceived exertion as measures of internal load. International Journal of Sports Physiology and Performance, 11(3), 404–406. https://doi.org/10.1123/ijspp.2015-0223
  • McLaren, S., Macpherson, T. W., Coutts, A. J., Hurst, C., Spears, I. R., & Weston, M. (2017). The relationships between internal and external measures of training load and intensity in team Sports: A meta-analysis. International Journal of Sports Medicine, 48, 641–658. https://doi.org/10.1007/s40279-017-0830-z
  • McLaren, S., Smith, A., Spears, I. R., & Weston, M. (2017). A detailed quantification of differential ratings of perceived exertion during team-sport training. Journal of Science & Medicine in Sport, 20(3), 290–295. https://doi.org/10.1016/j.jsams.2016.06.011
  • Mohr, M., & Krustrup, P. (2013). Heat stress impairs repeated jump ability after competitive elite soccer games. Journal of Strength and Conditioning Research, 27(3), 683–689. https://doi.org/10.1519/JSC.0b013e31825c3266
  • Noon, M. R., James, R. S., Clarke, N. D., Akubat, I., & Thake, C. D. (2015). Perceptions of well being and physical performance in English elite Youth Footballers across a season. Journal of Sports Sciences, 33(20), 2106–2115. https://doi.org/10.1080/02640414.2015.1081393
  • Paul, D., Bradley, P., & Nassis, G. P. (2015). Factors impacting match running performances of elite soccer players: Shedding some light on the complexity. International Journal of Sports Physiology and Performance, 10(4), 516–519. https://doi.org/10.1123/ijspp.2015-0029
  • Periard, J., & Racinais, S.2019Heat stress in Sport and ExerciseFirstEdited byJ. Periard and S. Racinaishttps://doi.org/10.1007/978-3-319-93515-7
  • Périard, J. D., & Racinais, S. (2014). Football performance in the heat. Science of Sport, Exercise and Physical Activity in the Tropics, 1, 55–64.
  • Racinais, S., Alonso, J., Coutts, A., Flouris, A., Girard, O., Gonzalez-Alonso, J., Hausswirth, C., Jay, O., Lee, J., Mitchell, N., Nassis, G., Nybo, L., Pluim, B., Roelands, B., Sawka, M., Wingo, J., & Periard, J. (2015). Consensus recommendations on training and competing in the heat. Scandinavian Journal of Medicine and Science in Sports, 25(S1), 6–19. https://doi.org/10.1111/sms.12467
  • Roghanchi, P., & Kocsis, K. C. (2018). Challenges in selecting an appropriate heat stress index to protect workers in hot and humid Underground mines. Safety and Health at Work, 9(1), 10–16. https://doi.org/10.1016/j.shaw.2017.04.002
  • Sabou, V., Rush, C., Mason, L., Dupont, G., & Louis, J. (2020). ‘Effects of training intensity and environmental condition on the hydration status of elite football players’. Science and Medicine in Football, 4(4), 329–337. Routledge. https://doi.org/10.1080/24733938.2020.1761558
  • Schneider, C., Hanakam, F., Wiewelhove, T., Döweling, A., Kellmann, M., Meyer, T., Pfeiffer, M., & Ferrauti, A. (2018). Heart rate monitoring in team Sports—A conceptual framework for contextualizing Heart rate measures for training and recovery prescription. Frontiers in Physiology, 9(MAY), 1–19. https://doi.org/10.3389/fphys.2018.00639
  • Thomas, R. L., & Uminsky, D. (2022). Reliance on metrics is a fundamental challenge for AI. Patterns Elsevier Inc, 3(5), 100476. https://doi.org/10.1016/j.patter.2022.100476
  • Thorpe, R. T., Atkinson, G., Drust, B., & Gregson, W. (2017). The influence of changes in acute training load on daily sensitivity of morning-measured fatigue variables in elite soccer players. International Journal of Sports Physiology & Performance, 12(s2), S2–113. https://doi.org/10.1123/ijspp.2016-0433
  • Vanos, J. K., Thomas, W. M., Grundstein, A. J., Hosokawa, Y., Liu, Y., & Casa, D. J. (2020). A multi-scalar climatological analysis in preparation for extreme heat at the Tokyo 2020 Olympic and Paralympic games. Temperature, Routledge7(2), 191–214. https://doi.org/10.1080/23328940.2020.1737479
  • Wallace, J. L., & Norton, K. I. (2014). Evolution of World Cup soccer final games 1966-2010: Game structure, speed and play patterns. Journal of Science and Medicine in Sport, 17(2), 223–228. https://doi.org/10.1016/j.jsams.2013.03.016
  • Weather Underground. (2022) Weather Underground1. Ann Arbor, Michigan. Available at: https://www.wunderground.com/about/our-company (Retrieved December 6, 2022).
  • Wright, M. D., Songane, F., Emmonds, S., Chesterton, P., Weston, M., & Mclaren, S. J. (2020). Differential ratings of perceived match and training exertion in girls’ soccer. International Journal of Sports Physiology and Performance, 15(9), 1315–1323. https://doi.org/10.1123/IJSPP.2019-0595
  • Young, A. J., Cymerman, A., & Pandolf, K. B. (1982). Differentiated ratings of perceived exertion are influenced by high altitude exposure. Medicine & Science in Sports & Exercise, 14(3), 223–228. https://doi.org/10.1249/00005768-198203000-00013

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