Statistical data with nutritional information to develop personalized dietary strategies

Authors

  • Lida de la Caridad Sánchez Ramírez Universidad Oriente, Cuba
  • Elizabeth Duany Sánchez
  • Anne Milán Reyes Universidad Oriente, Cuba

Keywords:

Sports nutrition, Handball, Statistical analysis, Personalized dietary strategies, Athletic performance, Athlete’s health

Abstract

This study aims to propose a framework that combines statistical data with detailed nutritional information to design personalized dietary strategies for athletes. It begins with an introduction to the importance of nutrition in sports performance, emphasizing the need to address this area more precisely and personalized. The methodology involves collecting dietary and performance data from a group of athletes, followed by statistical analysis including correlation tests, regression, and analysis of variance. The results reveal significant relationships between certain nutrients and athletic performance, as well as differences in nutritional requirements among different sports disciplines. The conclusions highlight the importance of developing personalized dietary strategies tailored to the individual needs of each athlete, which can significantly improve their performance and overall well-being. Future research is suggested to further explore this area to validate and enhance the proposed analytical framework.

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References

Alam, S., Bhuiyan, F. R., Emon, T. H., & Hasan, M. (2021). Prospects of nutritional interventions in the care of COVID-19 patients. Heliyon, 7(2), e06285. https://doi.org/10.1016/j.heliyon.2021.e06285

Ali, z., Eltayeb, L. B., Fattiny, S. Z., Mallhi, I., Javed, F., Alyousef, A. A., & Ahmad, M. (2024). COVID-19 and diet: efforts towards a balanced diet and sustainable nutrition among university students in Pakistan. PeerJ, 12, e16730. https://doi.org/10.7717/peerj.16730

Alison Coenen, Marijka J. Batterham, & Eleanor J. Beck (2021) Statistical methods and software used in nutrition and dietetics research: A review of the published literature using text Nutr Diet. Jul; 78(3): 333–342 mininghttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8362035/

Blach, W., Smolders, P., Simenko, J., & Mackala, K. (2022). Diagnostics of tissue involved injury occurrence of top-level judokas during the competition: Suggestion for prevention. PeerJ, 10, e13074. https://doi.org/10.7717/peerj.13074

Brini, S., Ardigò, L. P., Clemente, F. M., Raya-González, J., Kurtz, J. A., Casazza, G. A., & Nobari, H. (2023). Increased game frequency period crossing Ramadan intermittent fasting decreases fat mass, sleep duration, and recovery in male professional basketball players. Peer J, 11, e16507. https://doi.org/10.7717/peerj.16507

Burke, Louise M. (2016). Métodos de evaluación de la dieta para el atleta: pros y contras de diferentes métodos https://www.gssiweb.org/docs/librariesprovider9/sse-pdfs/150_louise_m_burke.pdf?sfvrsn=2

Castro-Jiménez, R. A., Del Pozo, F. J., Moral, G. J., & Fruet-Cardozo, J. V. (2020). Analysis of health habits, vices and interpersonal relationships of Spanish adolescents, using SEM statistical model. Heliyon, 6(8), e64699. https://doi.org/10.1016/j.heliyon.2020.e04699

Chen, J. S., Xie, P. F., & Feng, H. (2023). The role of exercise in improving hyperlipidemia-renal injuries induced by a high-fat diet: a literature review. PeerJ, 11, e15435. https://doi.org/10.7717/peerj.15435

Clavijo-Robinsón, I. V., & Márquez-Ramírez, J. (2021). Effectiveness of leisure activities for working with asthma schools. Arrancada, 21(39), 71-82. https://revistarrancada.cujae.edu.cu/index.php/arrancada/article/view/391

Close, G. L., Hamilton, D. L., Philp, A., Burke, L. M., & Morton, J. P. (2016). New strategies in sport nutrition to increase exercise performance. Free Radical Biology and Medicine, 98, 144-158 https://www.sciencedirect.com/science/article/abs/pii/S0891584916000307

Elsayed, M. M., El Refaye, G. E., Rabiee, A., Abouzeid, S., & Elsisi, H. F. (2022). Aerobic exercise with diet induces hormonal, metabolic, and psychological changes in postmenopausal obese women. Heliyon, 8(3), e09165. https://doi.org/10.1016/j.heliyon.2022.e09165

Ferreira, L., Gomes Pogere, P. A., Cardoso Amorim, A., de Costa Trindade, M. C., Lopes Vieira, J. L., & Crepaldi Borsatto, R. (2023). Do lifestyle and socioeconomic level influence the sporting performance of amateur volleyball athletes? Retos, 50, 1140–1146. https://doi.org/10.47197/retos.v50.100020

Ghazzawi, H. A., Hussain, M. A., Raziq, K. M., Alsendi, K. K., Alaamer, R. O., Jaradat, M., & Jahrami, H. (2023). Exploring the Relationship between Micronutrients and Athletic Performance: A Comprehensive Scientific Systematic Review of the Literature in Sports Medicine. Sports, 11(6), 109. https://doi.org/10.3390/sports11060109

González Hermida, A., Vila Díaz, J., Guerra Cabrera, C., Quintero Rodríguez, O., Dorta Figueredo, M., & Pacheco, J. (2010). Estado nutricional en niños escolares. Valoración clínica, antropométrica y alimentaria. MediSur, 8(2), 15-22. http://scielo.sld.cu/scielo.php?pid=S1727-897X2010000200004&script=sci_arttext&tlng=en

Haubenstricker, J. E., Lee, J. W., Segovia-Siapco, G., & Medina, E. (2023). Dietary Intake and Supplement Use in Competitive Women Bodybuilders. Sports, 11(8), 158. https://doi.org/10.3390/sports11080158

Jeukendrup, A. E. (2017). Periodized Nutrition for Athletes. Sports Medicine, 47(S1), 51-63. https://www.researchgate.net/publication/315535056_Periodized_Nutrition_for_Athletes

Jiménez Alfageme, Rubén, Aguirre López, Leixuri, Mielgo-Ayuso, Juan, & Martínez-Sanz, José Miguel. (2021). Análisis de la ingesta nutricional en corredores de montaña durante una prueba deportiva. Nutrición Hospitalaria, 38(2), 321-327. Epub 24 de mayo de 2021.https://dx.doi.org/10.20960/nh.03388

Kerksick, C. M., Wilborn, C. D., Roberts, M. D., Smith-Ryan, A., Kleiner, S. M., Jäger, R., ... & Kreider, R. B. (2018). ISSN exercise & sports nutrition review update: research & recommendations. Journal of the International Society of Sports Nutrition, 15(1), 38 https://www.researchgate.net/publication/326760123_ISSN_exercise_sports_nutrition_review_update_Research_recommendations

Kwon, J., Nishisaka, M. M., McGrath, A. F., Kristo, A. S., Sikalidis, A. K., & Reaves, A. K. (2023). Protein Intake in NCAA Division 1 Soccer Players: Assessment of Daily Amounts, Distribution Patterns, and Leucine Levels as a Quality Indicator. Sports, 11(2), 45. https://doi.org/10.3390/sports11020045

Li, X., Lin, Y., Chen, Y., Sui, H., Chen, J., Li, J., & Yan, Y. (2023). The effects of race and probiotic supplementation on the intestinal microbiota of 10-km open-water swimmers. Heliyon, 9(12), e22735. https://doi.org/10.1016/j.heliyon.2023.e22735

Ma, S., Ono, M., Mizugaki, A., Kato, H., Miyashita, M., & Suzuki, K. (2022). Cystine/Glutamine Mixture Supplementation Attenuated Fatigue during Endurance Exercise in Healthy Young Men by Enhancing Fatty Acid Utilization. Sports, 10(10), 147. https://doi.org/10.3390/sports10100147

Malque, J. J., Lozano, B. C., Milla, Y. E., Milla, S. E., García, W. C., & Saintila, J. (2023). Relationship between sleep quality, eating habits, and anthropometric profile in adolescents: A cross-sectional survey. Retos: nuevas tendencias en educación física, deporte y recreación, 48, 341–348. https://doi.org/10.47197/retos.v48.96283

Mihajlovic, M., Cabarkapa, D., Cabarkapa, D. V., Philipp, N. M., & Fry, A. C. (2023). Recovery Methods in Basketball: A Systematic Review. Sports, 11(11), 230. https://doi.org/10.3390/sports11110230

Morales., S. C., Vinueza, G. C., Yance, C. L., & Paguay, W. J. (2023). Gross motor development in preschoolers through conductivist and contructivist physical-recreational activities: Comparative research. Sports, 11(3), 61. https://doi.org/10.3390/sports11030061

Morales, S. C., Lorenzo, A. F., López, P. A., & Cevallos, E. C. (2017). Anomalies in effectiveness: A mathematical model used in international volleyball. RETOS. Nuevas Tendencias en Educación Física, Deporte y Recreación, 32, 194-198. https://doi.org/10.47197/retos.v0i32.49650

Norton, K. M., Davies, R. S., LeCheminant, J. D., & Fullmer, S. (2023). Educational Preparation and Course Approach of Undergraduate Sports Nutrition instructors in Large US Institutions. Sports, 11(9), 176. https://doi.org/10.3390/sports11090176

Paredes, A. F., Pino, E. H., Pino, A. Y., Mamani, S. M., Pancca, D. C., Ayma, L. J., & Vanegas, Y. M. (2023). Lifestyles and body mass index in university students. Retos: nuevas tendencias en educación física, deporte y recreación, 50, 950-957. https://doi.org/10.47197/retos.v50.99499

Portal Amador, M., González Hermida, A. E., Suárez López, H., & Rodríguez Padrón, I. (2023). Maternal and Child Program’s behavior of some indicators in a family medical office. Cienfuegos, 2013-2022. MediSur, 21(5), 1046-1053. http://scielo.sld.cu/scielo.php?pid=S1727-897X2023000501046&script=sci_arttext&tlng=pt

Ramos Espinoza, M. A., Narrea Vargas, J. J., & Castillo-Paredes, A. (2022). Nutrition and exercise, a considerable proposal for non-pharmacological help against COVID-19. Retos: Nuevas Perspectivas de Educación Física, Deporte y Recreación, 45, 538–557. https://doi.org/10.47197/retos.v45i0.91455

Ranchordas, M. K. (Ed.). (2017). Nutrition for elite athletes. CRC Press https://jissn.biomedcentral.com/articles/10.1186/s12970-018-0242-y

Ren, L., Yang, F., & Gu, C. (2023). A study of the purchase intention of insect protein food as alternative foods for fitness proteins. Heliyon, 9(9), e20239. https://doi.org/10.1016/j.heliyon.2023.e20239

Rodríguez, L. P., Díaz, G. U., & Yanes, P. L. (2021). Preconception reproductive risk factors in women from Office 12 of Area II. MediSur, 19(4), 572-579. https://www.medigraphic.com/cgi-bin/new/resumen.cgi?IDARTICULO=110822

Rodríguez-Ferrer, J. M., León, A. M., Tadeu, P. C., Camacho-Sánchez, R., & Aguilar-Parra, J. M. (2024). Gamification to Engage Healthy Habits in Socially Deprived Secondary School Students. Retos, 53, 539-546. https://doi.org/10.47197/retos.v53.102849

Sagarra-Romero, L., Monroy Antón, A., Calero Morales, S., & Ruidiaz Peña, M. (2017). ithlete Heart Rate Variability app: knowing when to train. British Journal of Sports Medicine, 51, 1-3. https://doi.org/10.1136/bjsports-2016-097303

Sagarra-Romero, L., Ruidiaz, M., Calero Morales, S., Anton-Solanas, I., & Monroy Anton, A. (2018). Influence of an exercise program on blood immune function in women with breast cancer. Medicina Dello Sport, 71(4), 604-616. https://doi.org/10.23736/S0025-7826.18.03244-1

Sánchez Oliver, Antonio J, Miranda León, María Teresa, & Guerra Hernández, Eduardo. (2008). Estudio estadístico del consumo de suplementos nutricionales y dietéticos en gimnasios. Archivos Latinoamericanos de Nutrición, 58(3), 221-227. Recuperado en 12 de febrero de 2024, de http://ve.scielo.org/scielo.php?script=sci_arttext&pid=S0004-06222008000300002&lng=es&tlng=es.

Sánchez, G. L., Ayuso, Y. L., Bautista, C. V., & Llussà, A. S. (2023). Evolution of knowledge about food and nutrition in ESO and high school. Retos: nuevas tendencias en educación física, deporte y recreación, 48, 312-326. https://doi.org/10.47197/retos.v48.97093

Takayama, F., & Mori, H. (2022). The Relationship between 24 h Ultramarathon Performance and the “Big Three” Strategies of Training, Nutrition, and Pacing. Sports, 10(10), 162. https://doi.org/10.3390/sports10100162

Troncoso Pantoja, C., Monsalve Reyes, C., & Alarcón Riveros, M. A. (2022). Food environments and their role in food safety and malnutrition due to excess. MediSur, 20(6), 1200-1210. http://scielo.sld.cu/scielo.php?pid=S1727-897X2022000601200&script=sci_arttext

Yamamoto, K., Takita, M., Kami, M. T., Tsubokura, M., Tanimoto, T., Kitamura, T., & Takemoto, Y. (2022). Profiles of anemia in adolescent students with sports club membership in an outpatient clinic setting: a retrospective study. PeerJ, 10, e13004. https://doi.org/10.7717/peerj.13004

Zheng, Z., Luo, H., Sun, C., & Xue, Q. (2023). The influence of zinc and iron intake on osteoarthritis patients’ subchondral sclerosis progression: A prospective observational study using data from the osteoarthritis Initiative. Heliyon, 9(11), e22046. https://doi.org/10.1016/j.heliyon.2023.e22046

Published

2024-04-01

How to Cite

Sánchez Ramírez, L. de la C., Duany Sánchez , E., & Milán Reyes, A. (2024). Statistical data with nutritional information to develop personalized dietary strategies. Arrancada, 24(47), 1–10. Retrieved from https://revistarrancada.cujae.edu.cu/index.php/arrancada/article/view/649

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