Relationship between human development index and the sport results of Brazilian swimming athletes
Keywords:
Athletic performance, Censuses, Social factors, Economics factorsAbstract
The identification of sports talents has been scientifically studied exploring epidemiological factors as predictors of success. Seeking to advance research of this nature, the present study aims to identify the relationship between the human development index (HDI) and the sports outcome of Brazilian swimming athletes. Method: the ranking of the Brazilian Water Sports Confederation between 2013-2017 was used for all age categories and swimming events from 1st to 100th place. The city where the athletes train was divided into categories according to the HDI being very high (1), high (2), medium (3), low (4) and very low (5), and the HDI in four indexes: general, income, longevity and education. Descriptive statistics were made for the number of cities and athletes according to the HDI. The assumption of normality was verified by the Kolmogorov-Smirnov test. To find correlations between variables, the Spearman Rho test for nonparametric variables was used to find the chance of having sports performance as a function of the HDI. 12271 athletes, 5230 women and 7041 men in 192 cities were identified. There was a positive correlation for overall HDI, income and education for men and women (p< .00); not so for longevity. Results: higher chances of having a sports athlete in swimming were found in cities with very high overall HDI (OR = 2.83; 95% CI = 1.95-4.11), demonstrating 6.2 times more likely to have swimming athletes in HDI income city. Conclusion: The overall HDI, income and education were relevant social indicators in identifying athletes with sports performance.
Funding
Brazilian Ministry of SportDownloads
References
Baker, J. & Logan, A. J. (2007). Developmental contexts and sporting success: Birth date and birthplace effects in national hockey league draftees 2000-2005. British Journal of Sports Medicine, 41(8), 515–7. https://doi.org/10.1136/bjsm.2006.033977
Baker, J., Schorer, J., Cobley, S., Schimmer, G., & Wattie, N. (2009). Circumstantial development and athletic excellence: The role of date of birth and birthplace. European Journal of Sport Science, 9, 329–339. https://doi.org/10.1080/17461390902933812
Bruner, M. W., Macdonald, D. J., Pickett, W., & Côté J. (2011). Examination of birth- place and birthdate in World Junior ice hockey players. Journal of Sport Science. 29(12), 1337–44. https://doi.org/10.1080/02640414.2011.597419
Bruner, M. W., Macdonald, D. J., Pickett, W., & Côté J. (2011). Examination of birth- place and birthdate in World Junior ice hockey players. Journal of Sport Science. 29(12), 1337–44. https://doi.org/10.1080/02640414.2011.597419
Canan, F.; Santos, L. L. S. R.; Starepravo, F. A. Panorama geral sobre políticas e esporte no Brasil. Caderno de Educação Física e Esporte, v. 15, n. 1, p. 15-27, 2017.
Chacón-Araya, Y.; Villarreal-Ángeles, M.; Moncada-Jiménez, J. (2018). The association between socio-economic indicators and the cantonal sports perfomance in the national sport games Costa Rica 2016. Journal of Physical Education and Sport, v. 18, n. 3, p. 1549-1554. http://dx.doi.org/10.7752/jpes.2018.03229
Coakley, J. (2015). Sport in Society. Issues and Controversies. 11ª edição. McGraw-Hill Education. New York.
Cohen, J. (1988). Statistical power analysis for the behavioral science. Nova York: Academic Press.
Costa, I. T.; Cardoso, F. S. L.; Garganta, J. (2013). O Índice de Desenvolvimento Humano e a Data de Nascimento podem condicionar a ascensão de jogadores de Futebol ao alto nível de rendimento? Motriz, v. 19, n. 1, p. 34-45, jan.-mar., 2013. https://doi.org/10.1590/s1980-65742013000100004
Côté, J., MacDonald, D. J., Baker, J., & Abernethy, B. (2006). When “where” is more important than “when”: Birthplace and birthdate effects on the achievement of sporting expertise. Journal of Sports Sciences, 24(10), 1065-73. https://doi.org/10.1080/02640410500432490
De Bosscher, V.; Shibil, S.; Westerbeek, H.; Botteburg, M. V. Sucessful Elite Sport Policies. An international comparison of the Sport Policy factors leading to international sporting sucess (SPLISS 2.0) in 15 nations. Maidenhead: Mayer e Mayer Sport, UK. 2015. https://doi.org/10.4324/9781315753461-9
Dumith SC., Hallal PC, Reis RS, Kohl HW. (2011). Worldwide prevalence of physical inactivity and its association with human development index in 76 countries. Preventive medicine, v. 53, n. 1-2, p. 24-28. https://doi.org/10.1016/j.ypmed.2011.02.017
Dumuid D, Maher C, Lewis LK, Stanford TE, Martín Fernández JA, Ratcliffe J, et al. (2018). Human development index, children’s health-related quality of life and movement behaviors: a compositional data analysis. Quality of Life Research, v. 27, v. 6, p. 1473–82. https://doi.org/10.1007/s11136-018-1791-x
Faber, I. R., Bustin, P. M. J., Oosterveld, F. G. J., Elferink-Gemser, M. T., & Nijhuis-Van der Sanden, M. W. (2015). Assessing personal talent determinants in young racquet sport players: a systematic review. Journal of Sports Sciences, 34(5), 395–410. https://doi.org/10.1080/02640414.2015.1061201
Farinola, M. G., Tuñón, I., Laiño, F., Marchesich, M., & Rodríguez, M. P. (2018). Perfil socioeducativo y económico de deportistas adolescentes de élite argentinos. Retos, 34, 172-176. Retrieved from: https://recyt.fecyt.es/index.php/retos/article/view/60072/38236
Finnegan, L., Richardson, B. D., Littlewood, M. & Mcardlea, J. (2016). The influence of date and place of birth on youth player selection to a National Football Association elite development programme. Science and Medicine in Football, 1(1), 30-9. https://doi.org/10.1080/02640414.2016.1254807
Finnegan, L., Richardson, B. D., Littlewood, M. & Mcardlea, J. (2016). The influence of date and place of birth on youth player selection to a National Football Association elite development programme. Science and Medicine in Football, 1(1), 30-9. https://doi.org/10.1080/02640414.2016.1254807
Fraser-Thomas, J., Côté, J., & MacDonald, D. (2010). Community size in youth sport settings: Examining developmental assets and sport withdrawal. PHENex Journal, 2(2). Retrieved from: http://ojs.acadiau.ca/index.php/phenex/article/view/8/1172
Gomez-Lopez, M., Sanchez, S. A., Gallegos, A. G., Rios, L. J. C. (2017). Relative age effect in handball players of Murcia: influence of sex and category of game. Journal of Human Sport & Exercise, v. 12, n. 3. https://doi:10.14198/jhse.2017.123.01
González, S. A. et al. (2018). Resport card grades on the physical activity of children and youth from 10 countries with high human development index: Global Matrix 3.0. Journal of Physical Activity and Health, v. 15, suppl. 2, p. S284-297. https://doi.org/10.1123/jpah.2018-0391
Hancock, D. J., Adler, A. L., & Côté, J. (2013). A proposed theoretical model to explain relative age effects in sport. European Journal of Sport Science, 13(6), 630–7. https://doi.org/10.1080/17461391.2013.775352
Hancock, D. J., Coutinho, P., Côté, J., & Mesquita, I. (2017). Influences of population size and density on birthplace effects. Journal of Sports Sciences, 36(1), 33–38. https://doi.org/10.1080/02640414.2016.1276614
Houlihan, B.; Green, M. Elite Sport Development Policy Learning and Political Priorities. London: Routledge. 2005.
Lidor, R., Arnon, M., Maayan, Z., Gershon, T., & Côté, J. (2014). Relative age effect and birthplace effect in Division 1 female ballgame players—The relevance of sport-specific factors. International Journal of Sport and Exercise Psychology, 12(1), 19–33. https://doi.org/10.1080/1612197X.2012.756232
McGowin D. (2010). Sports, geography of. En B. Warf (Ed.), Encyclopaedia of geography (pp. 2681–3). Thousand Oaks, EE.UU.: Sage.
Ortiz, E. M., Colomina, R. A. (2019). Regression analysis model applied to age-group swimmers: 50m race component time analysis. Journal of Human Sport & Exercise, v. 14, n. 2. https://doi.org/10.14198/jhse.2019.142.05
PNUD. (2019) Programas das Nações Unidas para o Desenvolvimento. Disponível em: https://www.br.undp.org/content/brazil/pt/home.html. Acessed at: 14 de outubro de 2019.
Rossing N. N., Nielsen A. B., Elbe A. M, & Karbing, D. S. (2016). The role of community in the development of elite handball and football players in Denmark. European Journal of Sport Science. 16(2), 237–45. https://doi.org/10.1080/17461391.2015.1009492
Santos, P. A. et al. (2019). Human Development Index and the frequency of nations in athletics World Ranking. Sport Sciences for Health, v. 15, v. 2, p. 393-398. https://doi.org/10.1007/s11332-019-00529-1
The United Nations Development Programme (2018). Human Development Indices and Indicators, 2018 Statistical Update. New York: The United Nations Develepment Programme; 2018 [acessado 2018 nov 10]. Accessed at: http://hdr.undp.org/sites/default/files/2018_human_development_statistical_update.pdf
Kelley, T. L. (1935). An Unbiased Correlation Ratio Measure. Proceedings of the National Academy of Sciences of the United States of America, 21(9), 554–559. Retrieved from: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1076656/pdf/pnas01761-0040.pdf
Tomczak, M., & Tomczak, E. (2014). The need to report effect size estimates revisited. An overview of some recommended measures of effect size. TRENDS in Sport Sciences, 1(21), 19-25. Recuperado de: http://www.tss.awf.poznan.pl/files/3_Trends_Vol21_2014__no1_20.pdf
Rosenthal, R. (1991). Meta-analytic procedures for social research (Rev. ed). Newbury Park (California), EUA: Sage Publications.
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