Monitoring acute effects on athletic performance with mixed linear modeling

Medicine and Science in Sports and Exercise

Volumn 42, Issue 7, 2010, Pages 1339-1344

  Vandenbogaerde, Tom J ^a   Hopkins, Will G ^a  

^a AUCKLAND UNIVERSITY OF TECHNOLOGY   (New Zealand)

Author keywords

Caffeine; Elite athletes; Method; Training

Indexed keywords

CAFFEINE; CENTRAL STIMULANT AGENT;

ADULT; ARTICLE; ATHLETIC PERFORMANCE; CLINICAL TRIAL; CONTROLLED CLINICAL TRIAL; CONTROLLED STUDY; DOUBLE BLIND PROCEDURE; FEMALE; HUMAN; MALE; PHYSIOLOGY; RANDOMIZED CONTROLLED TRIAL; STATISTICAL MODEL; SWIMMING; YOUNG ADULT;

ADULT; ATHLETIC PERFORMANCE; CAFFEINE; CENTRAL NERVOUS SYSTEM STIMULANTS; DOUBLE-BLIND METHOD; FEMALE; HUMANS; LINEAR MODELS; MALE; SWIMMING; YOUNG ADULT;

EID: 77954078230     PISSN: 01959131     EISSN: 15300315     Source Type: Journal    
DOI: 10.1249/MSS.0b013e3181cf7f3f     Document Type: Article

References (31)

1. Anderson ME, Bruce CR, Fraser SF, et al. Improved 2000-meter rowing performance in competitive oarswomen after caffeine in-gestion. Int J Sport Nutr Exerc Metab. 2000;10:464-475
2. Anderson ME, Hopkins WG, Roberts AD, Pyne DB. Monitoring seasonal and long-term changes in test performance in elite swimmers. Eur J Sport Sci. 2006;6:145-154
3. Atkinson G, Reilly T. Circadian variation in sports performance. Sports Med. 1996;21:292-312.
4. Avalos M, Hellard P, Chatard JC. Modeling the training-performance relationship using a mixed model in elite swimmers. Med Sci Sports Exerc. 2003;35(5):838-846
5. Batterham AM, Hopkins WG. Making meaningful inferences about magnitudes. Int J Sports Physiol Perform. 2006;1:50-57
6. Baxter C, Reilly T. Influence of time of day on all-out swimming. Br J Sports Med. 1983;17:122-127
7. Bosquet L, Montpetit J, Arvisais D, Mujika I. Effects of tapering on performance: a meta-analysis. Med Sci Sports Exerc. 2007;39(8): 1358-1365
8. Bruce CR, Anderson ME, Fraser SF, et al. Enhancement of 2000-m rowing performance after caffeine ingestion. Med Sci Sports Exerc. 2000;32(11):1958- 1963
9. Burke LM. Caffeine and sports performance. Appl Physiol Nutr Metabol. 2008;33:1319-1334
10. Burke LM, Anderson ME, Pyne DB. Low dose caffeine intake and sprint performance in swimmers. Med Sci Sports Exerc. 2006;38(5 suppl):S174.
11. Busso T, Thomas L. Using mathematical modeling in training planning. Int J Sports Physiol Perform. 2006;1:400-405
12. Collomp K, Ahmaidi S, Chatard JC, Audran M, Prefaut C. Benefits of caffeine ingestion on sprint performance in trained and untrained swimmers. Eur J Appl Physiol. 1992;64:377-380
13. Deschodt VJ, Arsac LM. Morning vs. evening maximal cycle power and technical swimming ability. J Strength Cond Res. 2004;18:149-154
14. Doherty M, Smith PM, Richard Davison RC, Hughes MG. Caffeine is ergogenic after supplementation of oral creatine mono-hydrate. Med Sci Sports Exerc. 2002;34(11):1785-1792
15. Drust B, Waterhouse J, Atkinson G, Edwards B, Reilly T. Circa-dian rhythms in sports performance\an update. Chronobiol Int. 2005;22:21-44.
16. Fisher SM, McMurray RG, Berry M, Mar MH, Forsythe WA. Influence of caffeine on exercise performance in habitual caffeine users. Int J Sports Med. 1986;7:276-280
17. Hellard P, Avalos M, Lacoste L, Barale F, Chatard JC, Millet GP. Assessing the limitations of the banister model in monitoring training. J Sports Sci. 2006;24:509-520
18. Hoffman JR, Kang J, Ratamess NA, Hoffman MW, Tranchina CP, Faigenbaum AD. Examination of a pre-exercise, high energy supplement on exercise performance. J Int Soc Sports Nutr. 2009;6:2.
19. Hopkins WG. Spreadsheets for analysis of controlled trials, with adjustment for a subject characteristic. Sportscience. 2006; 10:46-50.
20. Hopkins WG, Marshall SW, Batterham AM, Hanin J. Progressive statistics for studies in sports medicine and exercise science. Med Sci Sports Exerc. 2009;41(1):3-12.
21. Hulston CJ, Jeukendrup AE. Substrate metabolism and exercise performance with caffeine and carbohydrate intake. Med Sci Sports Exerc. 2008;40(12):2096-2104
22. Kline CE, Durstine JL, Davis JM, et al. Circadian variation in swim performance. J Appl Physiol. 2007;102:641-649
23. Landolt HP, Werth E, Borbély AA, Dijk DJ. Caffeine intake (200 mg) in the morning affects human sleep and EEG power spectra at night. Brain Res. 1995;675:67-74.
24. Pruscino CL, Ross ML, Gregory JR, Savage B, Flanagan TR. Effects of sodium bicarbonate, caffeine, and their combination on repeated 200-m freestyle performance. Int J Sport Nutr Exerc Metab. 2008;18:116-130
25. Pyne D, Trewin C, Hopkins W. Progression and variability of competitive performance of Olympic swimmers. J Sports Sci. 2004;22:613-620 (Pubitemid 39199541)
26. Ritchie SE, Hopkins WG. The intensity of exercise in deep-water running. Int J Sports Med. 1991;1:27-29
27. Smith A. Effects of caffeine on human behavior. Food Chem Toxicol. 2002;40:1243-1255
28. Taha T, Thomas SG. Systems modelling of the relationship between training and performance. Sports Med. 2003;33: 1061-1073
29. Thomas L, Mujika I, Busso T. A model study of optimal training reduction during pre-event taper in elite swimmers. J Sports Sci. 2008;26:643-652
30. Ugrinowitsch C, Fellingham GW, Ricard MD. Limitations of ordinary least squares models in analyzing repeated measures data. Med Sci Sports Exerc. 2004;36(12):2144-2148
31. Wiles JD, Coleman D, Tegerdine M, Swaine IL. The effects of caffeine ingestion on performance time, speed and power during a laboratory-based 1 km cycling time-trial. J Sports Sci. 2006;24: 1165-1171