Submitted:
10 January 2023
Posted:
16 January 2023
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
Statistical analysis
3. Results
Mechanical Variables
Physiological Variables
Psychological Variable and Efficiency Index (EI)
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Silva et al. Acute and residual soccer match-related fatigue: a systematic review and meta-analysis. Sports Med. 2018, 48(3), 539-583. [CrossRef]
- Goulart et al. Fatigue and recovery time course after female soccer macthes: a systematic review and meta-analysis. Sports Med. 2022, 8, 72. [CrossRef]
- Kerksick et al. ISSN exercise & sports nutrition review update: research & recommendations. J Int Soc Sports Nutr. 2018, 15, 38. [CrossRef]
- Guest et al. international society of sports nutrition position stand: caffeine and exercise performance. J Int Soc Sports Nutr. 2021, 18(1), 1. [CrossRef]
- Souza et al. Risk or benefit? Side effects of caffeine supplementation in sport: a systematic review. Eur J Nutr. 2022, 61(8), 3823-3834. 3823–3834. [CrossRef]
- Mielgo-Ayuso et al. Caffeine supplementation and physical performance, muscle damage and perception of fatigue in soccer players: A systematic review. Nutrients. 2019, 11, 440. [CrossRef]
- Del Coso et al. Effects of a Caffeine-Containing Energy Drink on Simulated Soccer Performance. Plos One. 2012, 7(2), e31380. [CrossRef]
- Lara et al. Caffeine-containing energy drink improves physical performance in female soccer players. Amino Acids. 2014, 46(5), 1385-1392. [CrossRef]
- Pettersen et al. Caffeine supplementation does not affect match activities and fatigue resistance during match play in young football players. J Sports Sci. 2014, 32(20), 1958-1965. [CrossRef]
- Teixeira et al. Monitoring Accumulated Training and Match Load in Football: A Systematic Review. Int J Environ Res Public Health. 2021, 18(8), 3906. [CrossRef]
- Akyildiz, Z., Yildiz, Y., Clemente, F. The reliability and accuracy of Polar Team Pro GPS units. J Sports Eng Tech. 2020, 236(2), 1-7. [CrossRef]
- Barnes et al. The Evolution of Physical and Technical Performance Parameters in the English Premier League. International Journal of Sports Med. 2014, 35(13), 1095-1100. [CrossRef]
- Silva, H., Nakamura, F.Y., Beato, M., Marcelino, R. Acceleration and deceleration demand during training sessions in football: a systematic review. Sci Med Footb. 2022, 1-16. [CrossRef]
- Edwards, Sally. The heart rate monitor book. Polar CIC: Fleet Fleet Press, 1992.
- Morandi et al. Preliminary Validation of Mirrored Scales for Monitoring Professional Soccer Training Sessions. J Human Kinetics. 2020, 72(1), 265-278. [CrossRef]
- Krustrup, P., Mohr, M., Ellingsgaard, H., Bangsbo, J. Physical demands during elite female soccer game: importante the training status. Med Sci Sports Exerc. 2005, 37(7), 1242-1248. [CrossRef]
- Taylor et al. Activity Demands During Multi-Directional Team Sports: A Systematic Review. Sports Med. 2017, 47(12), 2533-2551. [CrossRef]
- Mohr, M, Krustrup, P, and Bangsbo, J. Match performance of high-standard soccer players with special reference to development of fatigue. J Sports Sci. 2003, 21, 519–528. [CrossRef]
- Vieira et al. Match running performance in young soccer players: a systematic review. Sports Med. 2019, 49(2), 289-318. [CrossRef]
- Anderson, H., Ekblom, B., Krustrup, P. Elite football on artificial turf versus natural grass: movement patterns, technical standards, and player impressions. J Sports Sci. 2008, 26(2), 113-122. [CrossRef]
- Sanchez-Sanchez et al. Influence of the artificial turf certification on physical performance and muscle damage in football players. Sci Rep. 2021, 11(1), 8625. [CrossRef]
- Mohr, M. e Krustrup, P. Heat stress impairs repeated jump ability after competitive elite soccer games. J Strength Cond Res. 2013, 27(3), 683-689. [CrossRef]
- Draper et al. Do environmental temperatures and altitudes affect physical outputs of elite football athletes in match conditions? A systematic review of the 'real world' studies. Sci Med Footb. 2022, 1, 12. [CrossRef]
- Bradley et al. Match performance and physical capacity of players in the top three competitive standards of English professional soccer. Hum Mov Sci. 2013, 32(4), 808-821. [CrossRef]
- Wang, S.H., Qin, Y., Jia, Y., Igor, K.E. A systematic review about the performance indicators related to ball possession. PloS One. 2022, 17(3), e0265540. [CrossRef]
- Apostolidis et al. Caffeine supplementation: Ergogenic in both high and low caffeine responders. Int J Sports Physiol Perform. 2019, 14, 650–657. [CrossRef]
- Ellis, M., Noon, M., Myers, T., and Clarke, N. Low doses of caffeine: Enhancement of physical performance in elite adolescent male soccer players. Int J Sports Physiol Perform. 2019, 14, 569–575. [CrossRef]
- Filip, A., Wilk, M., Krzysztofik, M. and Del Coso, J. Inconsistency in the Ergogenic effect of Caffeine in Athletes Who Regularly Consume Caffeine: Is It Due to the Disparity in the Criteria That Defines Habitual Caffeine Intake? Nutrients. 2020, 12(4), 1087-1092. [CrossRef]
- McLaren et al. The Relationships Between Internal and External Measures of Training Load and Intensity in Team Sports: A Meta-Analysis. Sports Med. 2018, 48(3), 641-658. [CrossRef]
- Borg, G.A.V. Borg’s perceived exertion and pain scales. Ed. Champaign IL: Hum Kinetics. 1998.
- Del Coso et al. Prevalence of caffeine use in elite athletes following its removal from the World Anti-Doping Agency list of banned substances. Appl Physiol Nutr Metab. 2011, 36(4), 555-561. [CrossRef]
- Salinero, J.J., Lara, B., Del Coso, J. Effects of acute ingestion of caffeine on team sports performance: a systematic review and meta-analysis. Research in Sports Med. 2018, 27(2), 238-256. [CrossRef]
- Suarez-Arrones et al. Match-play activity profile in professional soccer players during official games and the relationship between external and internal load. J Sports Med Phys Fitness. 2015, 55(12), 1417-1422.
- Lima-Alves et al. The relationship between internal and external loads as a tool to monitor physical fitness status of team sport athletes: a systematic review. Bio Sport. 2022, 39(3), 629-638. 3. [CrossRef]
| Placebo | Caffeine | |||
|---|---|---|---|---|
| 1st half | 2nd half | 1st half | 2nd half | |
| TD (m) | 4714 ± 376* | 4051 ± 997 | 4707 ± 363* | 3835 ± 908 |
| RD1 (m) | 1969 ± 156 | 1759 ± 318 | 1910 ± 144 | 1748 ± 485 |
| RD2 (m) | 1986 ± 317* | 1616 ± 592 | 2026 ± 334* | 1464 ± 398 |
| RD3 (m) | 531 ± 151* | 434 ± 152 | 540 ± 140* | 414 ± 123 |
| RD4 (m) | 165 ± 78 | 168 ± 51 | 175 ± 56 | 145 ± 56 |
| RD5 (m) | 61 ± 35 | 76 ± 49 | 54 ± 25 | 63 ± 47 |
| AC1 (n) | 43.3 ± 8.5* | 36.1 ± 12.0 | 42.5 ± 6.6* | 33.3 ± 9.2 |
| AC2 (n) | 11.5 ± 4.8* | 9.3 ± 3.6 | 11.5 ± 4.5* | 8.3 ± 3.8 |
| DC1 (n) | 40.2 ± 10.3* | 31.7 ± 8.9 | 39.0 ± 10.3* | 27.3 ±7.0 |
| DC2 (n) | 12.6 ± 4.6 | 11.1 ± 4.45 | 12.8 ± 3.4 | 10.4 ± 4.2 |
| Sprint (n) | 4.9 ± 3.1 | 4.9 ± 2.5 | 4.8 ± 2.2 | 4.2 ± 2.9 |
| Speed (km/h) | 31.6 ± 3.5** | 31.3 ± 2.9** | 29.9 ± 1.7 | 30.2 ± 2.6 |
| PLA | CAF | |||
|---|---|---|---|---|
| 1st half | 2nd half | 1st half | 2nd half | |
| HRmean (bpm) | 169 ± 12* | 158 ± 12 | 168 ± 11* | 157 ± 11 |
| HRmax (bpm) | 188 ± 11 | 191 ± 14 | 189 ± 10 | 192 ± 12 |
| HRmean (%) | 87 ± 6* | 81 ± 6 | 86 ± 6* | 81 ± 6 |
| HRmax (%) | 97 ± 6 | 98 ± 7 | 97 ± 6 | 99 ± 6 |
| TRIMP | 155 ± 37* | 127 ± 42 | 152 ± 32* | 124 ± 43 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).