Six decades of publication performances and scientific maps on sports nutrition
Keywords:
Sports nutrition, pubication performances, scientific maps, scopus database, bibliometricAbstract
A well-balanced diet is essential for individuals, particularly athletes, because it improves overall health by supplying energy besides repairing and replacing damaged cells. A well-balanced diet is also benefitting athletes to fuel their bodies before, during, and after training. This study aims to examine the intellectual structure of sports nutrition research using bibliometric measures from 1959 to 2021 based on the Scopus database. The study was investigated using SciMAT software, which employed keyword co-occurrence analysis to extract performance and scientific output vis-à-vis critical topics or themes in sports nutrition. The findings indicated that sports nutrition possesses enormous potential and growth potential. The most prevalent themes in this research area are trace elements, exercise, questionnaire, carbohydrate, and adolescent. Also, this study put up to analysing sports nutrition in countless fields, assisting in understanding its intellectual structure. Future researchers could use this data to identify the focus of awareness and make decisions in multiple ways. This study has a few limitations: 1) the researchers’ interpretation of the themes in this study was grounded on their knowledge; 2) this study only considered publication records from the Scopus database, and some sports nutrition publications may not have been included; and 3) if additional databases, such as Google Scholar, Microsoft Academics, or Dimensions, were accessed, the subject area may have shifted. The findings of this study should be accepted as a single evidence-based framework for developing future studies on sports nutrition research that will benefit researchers, practitioners, and policymakers.
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Aljaloud, S. O., & Ibrahim, S. A. (2013). Use of dietary supplements among professional athletes in Saudi Arabia. Journal of Nutrition and Metabolism, 2013. https://doi.org/10.1155/2013/245349
Amatori, S., Sisti, D., Perroni, F., Impey, S., Lantignotti, M., Gervasi, M., Zeppa, S. D., & 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), 4–15. https://doi.org/10.3390/sports8030031
Aragon, A. A., Schoenfeld, B. J., Wildman, R., Kleiner, S., VanDusseldorp, T., Taylor, L., Earnest, C. P., Arciero, P. J., Wilborn, C., Kalman, D. S., Stout, J. R., Willoughby, D. S., Campbell, B., Arent, S. M., Bannock, L., Smith-Ryan, A. E., & Antonio, J. (2017). International society of sports nutrition position stand: Diets and body composition. Journal of the International Society of Sports Nutrition, 14(1), 1–19. https://doi.org/10.1186/s12970-017-0174-y
Arenas-Jal, M., Suñé-Negre, J. M., Pérez-Lozano, P., & García-Montoya, E. (2020). Trends in the food and sports nutrition industry: A review. Critical Reviews in Food Science and Nutrition, 60(14), 2405–2421. https://doi.org/10.1080/10408398.2019.1643287
Bailey, R. L., Gahche, J. J., Lentino, C. V., Dwyer, J. T., Engel, J. S., Thomas, P. R., ... & Picciano, M. F. (2011). Dietary supplement use in the United States, 2003–2006. The Journal of nutrition, 141(2), 261-266. https://doi.org/10.3945/jn.110.133025
Burke, L. M, & Read, R. S. D. (1989). Sports Nutrition: Approaching the Nineties. Sports Medicine, 8(2), 80–100. https://doi.org/10.2165/00007256-198908020-00002
Burke, L. M., & King, C. (2012). Ramadan fasting and the goals of sports nutrition around exercise. Journal of Sports Sciences, 30(SUPPL.1), 37–41. https://doi.org/10.1080/02640414.2012.680484
Burke, L. M., Ross, M. L., Garvican-Lewis, L. A., Welvaert, M., Heikura, I. A., Forbes, S. G., Mirtschin, J. G., Cato, L. E., Strobel, N., Sharma, A. P., & Hawley, J. A. (2017). Low carbohydrate, high fat diet impairs exercise economy and negates the performance benefit from intensified training in elite race walkers. Journal of Physiology, 595(9), 2785–2807. https://doi.org/10.1113/JP273230
Burke, L. M, Cort, M., Cox, G., Crawford, R., Desbrow, B., Farthing, L., Minehan, M., Shaw, N., & Warnes, O. (2006). Supplements and sports foods. Clinical Sports Nutrition, 3, 485-580.
Campbell, B., Roberts, M., Kerksick, C., Wilborn, C., Marcello, B., Taylor, L., Nassar, E., Leutholtz, B., Bowden, R., Rasmussen, C., Greenwood, M., & Kreider, R. (2006). Pharmacokinetics, safety, and effects on exercise performance of l-arginine α-ketoglutarate in trained adult men. Nutrition, 22(9), 872–881. https://doi.org/10.1016/j.nut.2006.06.003
Ciomaga, B. (2013). Sport management: A bibliometric study on central themes and trends. European Sport Management Quarterly, 13(5), 557–578. https://doi.org/10.1080/16184742.2013.838283
Cobo, M. J., Lopez-Herrera, A. G., Herrera-Viedma, E., & Herera, F. (2011). Science Mapping Software Tools: Review, Analysis, and Cooperative Study Among Tools. Journal of the American Society for Information Science and Technology, 62(7), 1382–1402. https://doi.org/10.1002/asi
Cobo, M. J., Lopez-Herrera, A. G., Herrera-Viedma, E., & Herera, F. (2012). SciMAT: A New Science Mapping Analysis Software Tool M.J. Journal of the American Society for Information Science and Technology, 64, 1852–1863. https://doi.org/10.1002/asi.22688
Couture, S., Lamarche, B., Morissette, E., Provencher, V., Valois, P., Goulet, C., & Drapeau, V. (2015). Evaluation of sports nutrition knowledge and recommendations among high school coaches. International Journal of Sport Nutrition and Exercise Metabolism, 25(4), 326–334. https://doi.org/10.1123/ijsnem.2014-0195
Dahlquist, D. T., Dieter, B. P., & Koehle, M. S. (2015). Plausible ergogenic effects of vitamin D on athletic performance and recovery. Journal of the International Society of Sports Nutrition, 12(1), 1–12. https://doi.org/10.1186/s12970-015-0093-8
Devlin, B. L., & Belski, R. (2015). Exploring general and sports nutrition and food knowledge in elite male australian athletes. International Journal of Sport Nutrition and Exercise Metabolism, 25(3), 225–232. https://doi.org/10.1123/ijsnem.2013-0259
Durkalec-Michalski, K., Zawieja, E. E., Zawieja, B. E., Podgórski, T., Jurkowska, D., & Jeszka, J. (2018). Influence of low versus moderate glycemic index of diet on substrate oxidation and energy expenditure during incremental exercise in endurance athletes: a randomised counterbalanced cross-over trial. International Journal of Food Sciences and Nutrition, 69(6), 741–752. https://doi.org/10.1080/09637486.2017.1411891
Elliot, D. L., Goldberg, L., Moe, E. L., DeFrancesco, C. A., Durham, M. B., & Hix-Small, H. (2004). Preventing Substance Use and Disordered Eating. Archives of Pediatrics & Adolescent Medicine, 158(11), 1043. https://doi.org/10.1001/archpedi.158.11.1043
Fennell, D. (2004). Determinants of supplement usage. Preventive Medicine, 39(5), 932–939. https://doi.org/10.1016/j.ypmed.2004.03.031
Ferreira, J. J., Fernandes, C., Ratten, V., & Miragaia, D. (2020). Sports innovation: A bibliometric study. In Sport entrepreneurship and public policy (pp. 153-170). Springer, Cham. https://doi.org/10.1007/978-3-030-29458-8_10
Gavrilova, N., Chernopolskaya, N., Rebezov, M., Schetinina, E., Suyazova, I., Safronov, S., Ivanova, V., & Sultanova, E. (2020). Development of specialised food products for nutrition of sportsmen. Journal of Critical Reviews, 7(4), 233–236. https://doi.org/10.31838/jcr.07.04.43
Gazali, N., Cendra, R., Saputra, H. D., Saad, N. B., Winarno, M. E., Hanief, Y. N., ... & Tulyakul, S. (2021). Trends and patterns of 2013 curriculum research in physical education: Bibliometric analysis from 2013-2020. Multilateral: Jurnal Pendidikan Jasmani dan Olahraga, 20(3), 179-199. http://dx.doi.org/10.20527/multilateral.v20i3.11656
Goldberg, L., Elliot, D., Clarke, G. N., MacKinnon, D. P., Moe, E., Zoref, L., Green, C., Wolf, S. L., Greffrath, E., Miller, D. J., & Lapin, A. (1996). Effects of a multidimensional anabolic steroid prevention intervention: The adolescents training and learning to avoid steroids (ATLAS) program. Journal of the American Medical Association, 276(19), 1555–1562. https://doi.org/10.1001/jama.276.19.1555
Guest, N. S., Horne, J., Vanderhout, S. M., & El-Sohemy, A. (2019). Sport nutrigenomics: Personalised nutrition for athletic performance. Frontiers in Nutrition, 6. https://doi.org/10.3389/fnut.2019.00008
Ha, E., & Zemel, M. B. (2003). Functional properties of whey, whey components, and essential amino acids: Mechanisms underlying health benefits for active people (Review). Journal of Nutritional Biochemistry, 14(5), 251–258. https://doi.org/10.1016/S0955-2863(03)00030-5
Hanief, Y. N., Kardiyanto, D. W., Winarno, M. E., & Haqiyah, A. (2021). Development of Indonesia scientific publications of physical education in reputable international journals: A Bibliometric Analysis. Jurnal Pendidikan Jasmani dan Olahraga, 6(1), 59-67. https://doi.org/10.17509/jpjo.v6i1.32335
Heaney, S., O’Connor, H., Gifford, J., & Naughton, G. (2010). Comparison of strategies for assessing nutritional adequacy in elite female athletes’ dietary intake. International Journal of Sport Nutrition and Exercise Metabolism, 20(3), 245–256. https://doi.org/10.1123/ijsnem.20.3.245
Hirschbruch, M. D., Fisberg, M., & Mochizuki, L. (2008). Consumo de suplementos por jovens freqüentadores de academias de ginástica em São Paulo. Revista Brasileira de Medicina Do Esporte, 14(6), 539–543. https://doi.org/10.1590/s1517-86922008000600013
Jäger, R., Kerksick, C. M., Campbell, B. I., Cribb, P. J., Wells, S. D., Skwiat, T. M., Purpura, M., Ziegenfuss, T. N., Ferrando, A. A., Arent, S. M., Smith-Ryan, A. E., Stout, J. R., Arciero, P. J., Ormsbee, M. J., Taylor, L. W., Wilborn, C. D., Kalman, D. S., Kreider, R. B., Willoughby, D. S., … Antonio, J. (2017). International Society of Sports Nutrition Position Stand: Protein and exercise. Journal of the International Society of Sports Nutrition, 14(1), 1–25. https://doi.org/10.1186/s12970-017-0177-8
Jeukendrup, A. E., Wagenmakers, A. J. M., Stegen, J. H. C. H., Gijsen, A. P., Brouns, F., & Saris, W. H. M. (1999). Carbohydrate ingestion can completely suppress endogenous glucose production during exercise. American Journal of Physiology - Endocrinology and Metabolism, 276(4 39-4). https://doi.org/10.1152/ajpendo.1999.276.4.e672
Jiménez-García, M., Ruiz-Chico, J., Peña-Sánchez, A. R., & López-Sánchez, J. A. (2020). A bibliometric analysis of sports tourism and sustainability (2002-2019). Sustainability (Switzerland), 12(7), 1–18. https://doi.org/10.3390/su12072840
Kaur, A., & Nat, A. P. (2016). An Empirical Study on Consumption Behaviour of Sports Nutrition Products Among Wrestlers. International Journal of Fitness & Exercise Science, 5, 1–10.
Kerksick, C. M., Arent, S., Schoenfeld, B. J., Stout, J. R., Campbell, B., Wilborn, C. D., Taylor, L., Kalman, D., Smith-Ryan, A. E., Kreider, R. B., Willoughby, D., Arciero, P. J., VanDusseldorp, T. A., Ormsbee, M. J., Wildman, R., Greenwood, M., Ziegenfuss, T. N., Aragon, A. A., & Antonio, J. (2017). International society of sports nutrition position stand: Nutrient timing. Journal of the International Society of Sports Nutrition, 14(1), 1–21. https://doi.org/10.1186/s12970-017-0189-4
Kerksick, C. M., Wilborn, C. D., Roberts, M. D., Smith-Ryan, A., Kleiner, S. M., Jäger, R., Collins, R., Cooke, M., Davis, J. N., Galvan, E., Greenwood, M., Lowery, L. M., Wildman, R., Antonio, J., & Kreider, R. B. (2018). Exercise & sports nutrition review update: Research & recommend. Journal of the International Society of Sports Nutrition, 15(1), 1–57.
Kiss, A., Temesi, Á., Tompa, O., Lakner, Z., & Soós, S. (2021). Structure and trends of international sport nutrition research between 2000 and 2018: bibliometric mapping of sport nutrition science. Journal of the International Society of Sports Nutrition, 18(1), 1–17. https://doi.org/10.1186/s12970-021-00409-5
Kopp-Woodroffe, S. A., Manore, M. M., Dueck, C. A., Skinner, J. S., & Matt, K. S. (1999). Energy and nutrient status of amenorrheic athletes participating in a diet and exercise training intervention program. International Journal of Sport Nutrition and Exercise Metabolism, 9(1), 70–88. https://doi.org/10.1123/ijsn.9.1.70
Kreider, R. B. (2003). Effects of creatine supplementation on performance and training adaptations. Molecular and Cellular Biochemistry, 244(1–2), 89–94. https://doi.org/10.1023/A:1022465203458
Kreider, R. B., Ferreira, M., Wilson, M., Grindstaff, P., Plisk, S., Reinardy, J., Cantler, E., & Almada, A. L. (1998). Effects of creatine supplementation on body composition, strength, and sprint performance. Medicine and Science in Sports and Exercise, 30(1), 73–82. https://doi.org/10.1097/00005768-199801000-00011
Lindahl, J., Stenling, A., Lindwall, M., & Colliandera, C. (2015). Trends and knowledge base in sport and exercise psychology research: A bibliometric review study. International Review of Sport and Exercise Psychology, 8(1), 71–94. https://doi.org/10.1080/1750984X.2015.1019540
Loucks, A. B., Kiens, B., & Wright, H. H. (2011). Energy availability in athletes. Journal of Sports Sciences, 29(SUPPL. 1), 37–41. https://doi.org/10.1080/02640414.2011.588958
Maughan, R. J., Depiesse, F., & Geyer, H. (2007). The use of dietary supplements by athletes. Journal of Sports Sciences, 25(SUPPL. 1), 103–113. https://doi.org/10.1080/02640410701607395
Mazzeo, F., Motti, M. L., Messina, G., Monda, V., Ascione, A., Tafuri, D., Palmieri, F., Messina, A., & Monda, M. (2013). Use of nutritional supplements among south Italian students of physical training and sport university. Current Topics in Toxicology, 9(January), 21–26.
Miyaki, M., & Okajima, Y. (2018). Do external funding sources affect research productivity?: A departmental-level analysis of seven former imperial Japanese universities. Munich Personal RePEc Archive, 88931, 1–27.
Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2009). Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. Journal of Clinical Epidemiology, 62(10), 1006–1012. https://doi.org/10.1016/j.jclinepi.2009.06.005
Molinero, O., & Márquez, S. (2009). Revisión use in sports: Risks, knowledge, and behavioural-related factors. Nutricion Hospitalaria, 24(2), 128–134.
Nunes, C. L., Matias, C. N., Santos, D. A., Morgado, J. P., Monteiro, C. P., Sousa, M., Minderico, C. S., Rocha, P. M., St-Onge, M. P., Sardinha, L. B., & Silva, A. M. (2018). Characterisation and comparison of nutritional intake between preparatory and competitive phase of highly trained athletes. Medicina (Lithuania), 54(3). https://doi.org/10.3390/medicina54030041
Paule-Vianez, J., Gómez-Martínez, R., & Prado-Román, C. (2020). A bibliometric analysis of behavioural finance with mapping analysis tools. European Research on Management and Business Economics, 26(2), 71–77. https://doi.org/10.1016/j.iedeen.2020.01.001
Potgieter, S. (2013). Sport nutrition: A review of the latest guidelines for exercise and sport nutrition from the American College of Sport Nutrition, the International Olympic Committee and the International Society for Sports Nutrition. South African Journal of Clinical Nutrition, 26(1), 6–16. https://doi.org/10.1080/16070658.2013.11734434
Ravindra, P. V., Janhavi, P., Divyashree, S., & Muthukumar, S. P. (2020). Nutritional interventions for improving the endurance performance in athletes. Archives of Physiology and Biochemistry, 0(0), 1–8. https://doi.org/10.1080/13813455.2020.1733025
Roberts, S. P., Stokes, K. A., Trewartha, G., Doyle, J., Hogben, P., & Thompson, D. (2010). Effects of carbohydrate and caffeine ingestion on performance during a rugby union simulation protocol. Journal of Sports Sciences, 28(8), 833–842. https://doi.org/10.1080/02640414.2010.484069
Rockwell, M. S., Nickols-Richardson, S. M., & Thye, F. W. (2001). Nutrition knowledge, opinions, and practices of coaches and athletic trainers at a Division I University. International Journal of Sport Nutrition, 11(2), 174–185. https://doi.org/10.1123/ijsnem.11.2.174
Rogerson, D. (2017). Vegan diets: Practical advice for athletes and exercisers. Journal of the International Society of Sports Nutrition, 14(1), 1–15. https://doi.org/10.1186/s12970-017-0192-9
Santos, J. M. S., & García, P. C. (2011). A bibliometric analysis of sports economics research. International Journal of Sport Finance, 6(3), 222–244.
Thomas, D. T., Erdman, K. A., & Burke, L. M. (2016). Nutrition and Athletic Performance. Medicine and Science in Sports and Exercise, 48(3), 543–568. https://doi.org/10.1249/MSS.0000000000000852
Torres-McGehee, T. M., Pritchett, K. L., Zippel, D., Minton, D. M., Cellamare, A., & Sibilia, M. (2012). Sports Nutrition Knowledge Among Collegiate Athletes, Coaches, Athletic Trainers, and Strength and Conditioning Specialists. Journal of Athletic Training, 47(2), 205–211.
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Accepted 2021-12-29
Published 2022-02-01