Which are the Nutritional Supplements Used by Beach-Volleyball Athletes? A Cross-Sectional Study at the Italian National Championship
Abstract
:1. Introduction
2. Methods
2.1. Participants
2.2. Procedures and Instruments
2.3. Statistical Analysis
3. Results
3.1. Latent Class Analysis
3.2. Athletes Characteristics and Nutritional Supplement Use
3.3. Supplement Intake during a Competitive Beach Volleyball Match
3.4. Sources of Information and Athletes’ Motivation for Supplement Use
4. Discussion
Source of Information and Motivation to Use
5. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
- Burke, L.M.; Castell, L.M.; Casa, D.J.; Close, G.L.; Costa, R.J.S.; Desbrow, B.; Halson, S.L.; Lis, D.M.; Melin, A.K.; Peeling, P.; et al. International Association of Athletics Federations Consensus Statement 2019: Nutrition for Athletics. Int. J. Sport Nutr. Exerc. Metab. 2019, 29, 73–84. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kiraly, K.; Shewman, B. Beach Volleyball; Human Kinetics: Champaign, IL, USA, 1999. [Google Scholar]
- Palao, J.M.; Valades, D.; Ortega, E. Match Duration and Number of Rallies in Men’s and Women’s 2000–2010 FIVB World Tour Beach Volleyball. J. Hum. Kinet. 2012, 34, 99–104. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Natali, S.; Ferioli, D.; La Torre, A.; Bonato, M. Physical and technical demands of elite beach volleyball according to playing position and gender. J. Sports Med. Phys. Fit. 2019, 59, 6–9. [Google Scholar] [CrossRef] [PubMed]
- Zamparo, P.; Perini, R.; Orizio, C.; Sacher, M.; Ferretti, G. The energy cost of walking or running on sand. Eur. J. Appl. Physiol. Occup. Physiol. 1992, 65, 183–187. [Google Scholar] [CrossRef] [PubMed]
- Zetou, E.; Giatsis, G.; Mountaki, F.; Komninakidou, A. Body weight changes and voluntary fluid intakes of beach volleyball players during an official tournament. J. Sci. Med. Sport 2008, 11, 139–145. [Google Scholar] [CrossRef]
- Bahr, R.; Reeser, J.C. New guidelines are needed to manage heat stress in elite sports--The Federation Internationale de Volleyball (FIVB) Heat Stress Monitoring Programme. Br. J. Sports Med. 2012, 46, 805–809. [Google Scholar] [CrossRef] [Green Version]
- Davies, S.E.H.; Coetsee, M.F.; Siroky, M.; Leach, L.; Travill, A. Performance indicators of elite beach volleyball players. S. Afr. J. Sports Med. 1998, 5, 13–17. [Google Scholar]
- Maughan, R.J.; Burke, L.M.; Dvorak, J.; Larson-Meyer, D.E.; Peeling, P.; Phillips, S.M.; Rawson, E.S.; Walsh, N.P.; Garthe, I.; Geyer, H.; et al. IOC Consensus Statement: Dietary Supplements and the High-Performance Athlete. Int. J. Sport Nutr. Exerc. Metab. 2018, 28, 104–125. [Google Scholar] [CrossRef] [Green Version]
- Thomas, D.T.; Erdman, K.A.; Burke, L.M. Position of the Academy of Nutrition and Dietetics, Dietitians of Canada, and the American College of Sports Medicine: Nutrition and Athletic Performance. J. Acad. Nutr. Diet. 2016, 116, 501–528. [Google Scholar] [CrossRef]
- Kerksick, C.M.; Wilborn, C.D.; Roberts, M.D.; Smith-Ryan, A.; Kleiner, S.M.; Jager, R.; Collins, R.; Cooke, M.; Davis, J.N.; Galvan, E.; et al. ISSN exercise & sports nutrition review update: Research & recommendations. J. Int. Soc. Sports Nutr. 2018, 15, 38. [Google Scholar] [CrossRef] [Green Version]
- Bishop, D. Dietary supplements and team-sport performance. Sports Med. 2010, 40, 995–1017. [Google Scholar] [CrossRef] [PubMed]
- Holway, F.E.; Spriet, L.L. Sport-specific nutrition: Practical strategies for team sports. J. Sports Sci. 2011, 29 (Suppl. 1), S115–S125. [Google Scholar] [CrossRef] [PubMed]
- Williams, C.; Rollo, I. Carbohydrate Nutrition and Team Sport Performance. Sports Med. 2015, 45 (Suppl. 1), S13–S22. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Poulios, A.; Georgakouli, K.; Draganidis, D.; Deli, C.K.; Tsimeas, P.D.; Chatzinikolaou, A.; Papanikolaou, K.; Batrakoulis, A.; Mohr, M.; Jamurtas, A.Z.; et al. Protein-Based Supplementation to Enhance Recovery in Team Sports: What is the Evidence? J. Sports Sci. Med. 2019, 18, 523–536. [Google Scholar]
- Burke, L.M.; Castell, L.M.; Stear, S.J. BJSM reviews: A-Z of supplements: Dietary supplements, sports nutrition foods and ergogenic aids for health and performance Part 1. Br. J. Sports Med. 2009, 43, 728–729. [Google Scholar] [CrossRef] [PubMed]
- Stellingwerff, T.; Cox, G.R. Systematic review: Carbohydrate supplementation on exercise performance or capacity of varying durations. Appl. Physiol. Nutr. Metab. 2014, 39, 998–1011. [Google Scholar] [CrossRef] [PubMed]
- Peake, J.M.; Neubauer, O.; Walsh, N.P.; Simpson, R.J. Recovery of the immune system after exercise. J. Appl. Physiol. 2017, 122, 1077–1087. [Google Scholar] [CrossRef] [PubMed]
- Glaister, M. Multiple sprint work: Physiological responses, mechanisms of fatigue and the influence of aerobic fitness. Sports Med. 2005, 35, 757–777. [Google Scholar] [CrossRef]
- Muwonge, H.; Zavuga, R.; Kabenge, P.A.; Makubuya, T. Nutritional supplement practices of professional Ugandan athletes: A cross-sectional study. J. Int. Soc. Sports Nutr. 2017, 14, 41. [Google Scholar] [CrossRef] [Green Version]
- Linzer, D.A.; Lewis, J.B. poLCA: An R Package for Polytomous Variable Latent Class Analysis. J. Stat. Softw. 2011, 42, 1–29. [Google Scholar] [CrossRef] [Green Version]
- Lazarsfeld, P.F.; Henry, N.W. Latent Structure Analysis; Houghton Mifflin Company: Boston, MA, USA, 1968. [Google Scholar]
- Schwarz, G. Estimating the dimension of a model. Ann. Stat. 1978, 6, 461–464. [Google Scholar] [CrossRef]
- Peeling, P.; Binnie, M.J.; Goods, P.S.R.; Sim, M.; Burke, L.M. Evidence-Based Supplements for the Enhancement of Athletic Performance. Int. J. Sport Nutr. Exerc. Metab. 2018, 28, 178–187. [Google Scholar] [CrossRef]
- Lopez, R.M.; Casa, D.J. The influence of nutritional ergogenic aids on exercise heat tolerance and hydration status. Curr. Sports Med. Rep. 2009, 8, 192–199. [Google Scholar] [CrossRef]
- Zapolska, J.; Witczak, K.; Manczuk, A.; Ostrowska, L. Assessment of nutrition, supplementation and body composition parameters on the example of professional volleyball players. Rocz. Panstw. Zakl. Hig. 2014, 65, 235–242. [Google Scholar]
- Zetou, E.; Vernadaki, Z.; Mountaki, F.; Giatsis, G.; Laparidis, K. Common practices of beach volley players regarding fluid, supplements and nutrition intake during a tournament. Phys. Train. 2006. [Google Scholar]
- Wardenaar, F.C.; Ceelen, I.J.; Van Dijk, J.W.; Hangelbroek, R.W.; Van Roy, L.; Van der Pouw, B.; De Vries, J.H.; Mensink, M.; Witkamp, R.F. Nutritional Supplement Use by Dutch Elite and Sub-Elite Athletes: Does Receiving Dietary Counseling Make a Difference? Int. J. Sport Nutr. Exerc. Metab. 2017, 27, 32–42. [Google Scholar] [CrossRef] [PubMed]
- Lamontagne-Lacasse, M.; Nadon, R.; Goulet, E.D. Effect of creatine supplementation on jumping performance in elite volleyball players. Int. J. Sports Physiol. Perform. 2011, 6, 525–533. [Google Scholar] [CrossRef] [PubMed]
- Mielgo-Ayuso, J.; Zourdos, M.C.; Calleja-Gonzalez, J.; Urdampilleta, A.; Ostojic, S. Iron supplementation prevents a decline in iron stores and enhances strength performance in elite female volleyball players during the competitive season. Appl. Physiol. Nutr. Metab. 2015, 40, 615–622. [Google Scholar] [CrossRef] [PubMed]
- Pfeifer, D.R.; Arvin, K.M.; Herschberger, C.N.; Haynes, N.J.; Renfrow, M.S. A Low Dose Caffeine and Carbohydrate Supplement does not Improve Athletic Performance during Volleyball Competition. Int. J. Exerc. Sci. 2017, 10, 340–353. [Google Scholar]
- Williams, M.H. Dietary supplements and sports performance: Introduction and vitamins. J. Int. Soc. Sports Nutr. 2004, 1, 1–6. [Google Scholar] [CrossRef] [Green Version]
- Dobrowolski, H.; Wlodarek, D. Dietary Intake of Polish Female Soccer Players. Int. J. Environ. Res. Public Health 2019, 16, 1134. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Braun, H.; Koehler, K.; Geyer, H.; Kleiner, J.; Mester, J.; Schanzer, W. Dietary supplement use among elite young German athletes. Int. J. Sport Nutr. Exerc. Metab. 2009, 19, 97–109. [Google Scholar] [CrossRef] [PubMed]
- Petroczi, A.; Naughton, D.P.; Pearce, G.; Bailey, R.; Bloodworth, A.; McNamee, M. Nutritional supplement use by elite young UK athletes: Fallacies of advice regarding efficacy. J. Int. Soc. Sports Nutr. 2008, 5, 22. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Heikkinen, A.; Alaranta, A.; Helenius, I.; Vasankari, T. Dietary supplementation habits and perceptions of supplement use among elite Finnish athletes. Int. J. Sport Nutr. Exerc. Metab. 2011, 21, 271–279. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Racinais, S.; Alonso, J.M.; Coutts, A.J.; Flouris, A.D.; Girard, O.; Gonzalez-Alonso, J.; Hausswirth, C.; Jay, O.; Lee, J.K.; Mitchell, N.; et al. Consensus recommendations on training and competing in the heat. Br. J. Sports Med. 2015, 49, 1164–1173. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Sawka, M.N.; Burke, L.M.; Eichner, E.R.; Maughan, R.J.; Montain, S.J.; Stachenfeld, N.S. American College of Sports Medicine position stand. Exercise and fluid replacement. Med. Sci. Sports Exerc. 2007, 39, 377–390. [Google Scholar] [CrossRef] [Green Version]
- Mujika, I.; Burke, L.M. Nutrition in team sports. Ann. Nutr. Metab. 2010, 57 (Suppl. 2), 26–35. [Google Scholar] [CrossRef]
Variable | Frequency (n) | Percentage (%) | |
---|---|---|---|
Sex | Males | 40 | 45.5% |
Females | 48 | 54.5% | |
Age | 18–20 years | 7 | 8.0% |
21–25 years | 26 | 29.5% | |
26–30 years | 28 | 31.8% | |
31–35 years | 17 | 19.3% | |
>35 years | 9 | 10.2% | |
Education Level | High School | 24 | 27.3% |
Bachelor Degree | 34 | 38.6% | |
Master Degree | 30 | 34.1% | |
Occupation | Athlete | 19 | 21.6% |
Independent Worker | 23 | 26.1% | |
Dependent Worker | 28 | 31.9% | |
Student | 18 | 20.4% | |
Duration Playing Beach Volley | <5 years | 29 | 33.0% |
5–10 years | 45 | 51.1% | |
>10 years | 14 | 15.9% | |
Level of Competition | National | 80 | 90.9% |
International | 8 | 9.1% | |
Sponsored | Yes | 8 | 9.1% |
No | 80 | 90.9% |
Dietary and Sports Supplements | <1 Time/Week | 1–2 Times/Week | ≥3 Times/Week |
---|---|---|---|
Dietary Supplements | |||
Vitamin C | 60.8 | 16.5 | 22.8 |
Vitamin B | 60.8 | 20.3 | 19.0 |
Vitamin D | 67.9 | 16.7 | 15.4 |
Vitamin E | 67.5 | 15.0 | 17.5 |
Calcium | 70.1 | 14.3 | 15.6 |
Iron | 72.7 | 14.3 | 13.0 |
Omega-3 Fatty Acids | 74.0 | 15.6 | 10.4 |
Omega-6 Fatty Acids | 87.5 | 9.7 | 2.8 |
Herbals | 95.9 | 2.7 | 1.4 |
Sports Nutrition Products | |||
Protein | 53.2 | 23.4 | 23.4 |
BCAA | 62.5 | 18.8 | 18.8 |
Carbohydrate | 66.2 | 18.2 | 15.6 |
Ergogenic Aids | |||
Caffeine | 63.2 | 22.4 | 14.5 |
Glutamine | 82.9 | 11.8 | 5.3 |
Creatine | 81.6 | 9.2 | 9.2 |
Carnitine | 91.9 | 5.4 | 2.7 |
Sodium Bicarbonate | 94.4 | 4.2 | 1.4 |
Beta-Alanine | 89.0 | 6.8 | 4.1 |
Probiotics | 91.9 | 5.4 | 2.7 |
Phosphates | 93.2 | 5.5 | 1.4 |
Class Sizes | 56.7% | 17.0% | 26.2% | |
LC1 | LC2 | LC3 | ||
Dietary Supplements | ||||
Vitamin B | 1 | 96.0% | 0.0% | 39.2% |
2 | 2.0% | 20.0% | 52.1% | |
3 | 2.0% | 80.0% | 8.7% | |
Vitamin C | 1 | 96.0% | 0.0% | 39.4% |
2 | 2.0% | 0.0% | 52.0% | |
3 | 2.0% | 100.0% | 8.7% | |
Vitamin D | 1 | 100.0% | 6.7% | 52.3% |
2 | 0.0% | 13.3% | 47.7% | |
3 | 0.0% | 80.0% | 0.0% | |
Vitamin E | 1 | 100.0% | 6.7% | 48.0% |
2 | 0.0% | 0.0% | 52.0% | |
3 | 0.0% | 93.3% | 0.0% | |
Calcium | 1 | 100.0% | 20.0% | 52.3% |
2 | 0.0% | 6.7% | 43.3% | |
3 | 0.0% | 73.3% | 4.3% | |
Iron | 1 | 100.0% | 20.0% | 61.0% |
2 | 0.0% | 13.3% | 39.0% | |
3 | 0.0% | 66.7% | 0.0% | |
Omega-3 | 1 | 98.0% | 40.0% | 56.7% |
2 | 2.0% | 26.7% | 30.3% | |
3 | 0.0% | 33.3% | 13.0% | |
Omega-6 | 1 | 100.0% | 60.0% | 87.0% |
2 | 0.0% | 26.7% | 13.0% | |
3 | 0.0% | 13.3% | 0.0% | |
Herbals | 1 | 100.0% | 86.7% | 95.7% |
2 | 0.0% | 6.7% | 4.3% | |
3 | 0.0% | 6.7% | 0.0% | |
Sports Nutrition Products | ||||
Carbohydrate | 1 | 98.0% | 26.7% | 39.3% |
2 | 2.0% | 20.0% | 43.4% | |
3 | 0.0% | 53.3% | 17.3% | |
Protein | 1 | 84.1% | 13.3% | 34.7% |
2 | 9.9% | 33.3% | 34.9% | |
3 | 6.0% | 53.3% | 30.4% | |
BCAA | 1 | 90.0% | 40.0% | 30.6% |
2 | 6.0% | 13.3% | 43.3% | |
3 | 4.0% | 46.7% | 26.1% | |
Ergogenic Aids | ||||
Beta-Alanine | 1 | 98.0% | 73.3% | 87.0% |
2 | 2.0% | 13.3% | 8.7% | |
3 | 0.0% | 13.3% | 4.3% | |
Glutamine | 1 | 94.0% | 66.7% | 78.3% |
2 | 6.0% | 20.0% | 13.0% | |
3 | 0.0% | 13.3% | 8.7% | |
Creatine | 1 | 100.0% | 46.7% | 74.0% |
2 | 0.0% | 26.7% | 13.0% | |
3 | 0.0% | 26.7% | 13.0% | |
Caffeine | 1 | 84.0% | 33.3% | 56.6% |
2 | 8.0% | 20.0% | 43.4% | |
3 | 8.0% | 46.7% | 0.0% | |
Carnitine | 1 | 100.0% | 73.3% | 91.3% |
2 | 0.0% | 13.3% | 8.7% | |
3 | 0.0% | 13.3% | 0.0% | |
Phosphates | 1 | 100.0% | 86.7% | 87.0% |
2 | 0.0% | 6.7% | 13.0% | |
3 | 0.0% | 6.7% | 0.0% | |
Sodium Bicarbonate | 1 | 100.0% | 80.0% | 95.7% |
2 | 0.0% | 13.3% | 4.3% | |
3 | 0.0% | 6.7% | 0.0% | |
Probiotics | 1 | 94.0% | 93.3% | 91.3% |
2 | 2.0% | 6.7% | 8.7% | |
3 | 4.0% | 0.0% | 0.0% |
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Amatori, S.; Sisti, D.; Perroni, F.; Impey, S.; Lantignotti, M.; Gervasi, M.; Donati Zeppa, S.; Rocchi, M.B.L. Which are the Nutritional Supplements Used by Beach-Volleyball Athletes? A Cross-Sectional Study at the Italian National Championship. Sports 2020, 8, 31. https://doi.org/10.3390/sports8030031
Amatori S, Sisti D, Perroni F, Impey S, Lantignotti M, Gervasi M, Donati Zeppa S, Rocchi MBL. Which are the Nutritional Supplements Used by Beach-Volleyball Athletes? A Cross-Sectional Study at the Italian National Championship. Sports. 2020; 8(3):31. https://doi.org/10.3390/sports8030031
Chicago/Turabian StyleAmatori, Stefano, Davide Sisti, Fabrizio Perroni, Samuel Impey, Michela Lantignotti, Marco Gervasi, Sabrina Donati Zeppa, and Marco B. L. Rocchi. 2020. "Which are the Nutritional Supplements Used by Beach-Volleyball Athletes? A Cross-Sectional Study at the Italian National Championship" Sports 8, no. 3: 31. https://doi.org/10.3390/sports8030031
APA StyleAmatori, S., Sisti, D., Perroni, F., Impey, S., Lantignotti, M., Gervasi, M., Donati Zeppa, S., & Rocchi, M. B. L. (2020). Which are the Nutritional Supplements Used by Beach-Volleyball Athletes? A Cross-Sectional Study at the Italian National Championship. Sports, 8(3), 31. https://doi.org/10.3390/sports8030031