Analysis of efficiency in under-16 basketball: A log-linear analysis in a systematic observation study (Análisis de la eficacia en baloncesto U16: aplicación del log-linear en metodología observacional)
DOI:
https://doi.org/10.12800/ccd.v17i51.1736Palabras clave:
performance analysis, under-16 basketball, observational methodologyResumen
Within the framework of an observational methodology study, we used log-linear analysis to analyze efficiency in elite under-16 basketball from the perspective of three key dimensions: shot position, last pass position, and shot result. The reliability of the observational datasets was confirmed by analysis of interobserver agreement (Cohen’s kappa statistic) and a generalizability theory analysis. The most parsimonious hierarchical model selected using backward elimination in the log-linear analysis was a conditional independence model where the association between last pass position and shot position was independent of shot result and the association between shot position and shot result was independent of last pass position. In this article, we discuss the results corresponding to the model’s first- and second-order effects and show the possibilities offered by log-linear analysis within a systematic observation study to analyze efficiency in basketball.
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Agresti, A. (2002). Categorical data analysis. New Jersey: John Wiley & Sons.
Alsasua, R., Lapresa, D., Arana, J., Anguera, M.T., & Garzón, B. (2018). Successful and unsuccessful offensive sequences ending in a shot in professional and elite under-16 basketball. Journal of Human Kinetics, 64(1), 147-159. https://doi.org/10.1515/hukin-2017-0191
Alsasua, R., Lapresa, D., Arana, J., & Anguera, M.T. (2019). A log-linear analysis of efficiency in elite basketball applied to observational methodology. International Journal of Sports Science & Coaching, 14 (3), 363-371. https://doi.org/10.1177/1747954119837819
Anguera, M.T. (1979). Observational Typology. Quality & Quantity. European-American Journal of Methodology, 13(6), 449-484.
Anguera, M.T. (2003). La observación. En C. Moreno Rosset (Ed.), Evaluación psicológica. concepto, proceso y aplicación en las áreas del desarrollo y de la inteligencia [Psychological evaluation. Concept, process and application in development and intelligence areas] (pp. 271-308). Madrid: Sanz y Torres.
Anguera, M.T., Blanco-Villaseñor, A., Hernández-Mendo, A., & Losada, J.L. (2011). Diseños observacionales: ajuste y aplicación en psicología del deporte [Observational designs: adjustment and application in sport psychology]. Cuadernos de Psicología del Deporte, 11(2), 63-76.
Bakeman, R. (1978). Untangling streams of behavior: Sequential analysis of observation data. En G.P. Sackett (Ed.), Observing Behavior (Vol. 2, pp. 63-78). Baltimore: University of Park Press.
Castellano, J., Perea, A., Alday, L., & Hernández-Mendo, A. (2008). Measuring and observation tool in sports. Behavior Research Methods, 40(3), 898-905. https://doi.org/10.3758/BRM.40.3.898
Cohen, J. (1968). Weighted Kappa: nominal scale agreement with provision for scaled disagreement or partial credit. Psychological Bulletin, 70, 213-220. https://doi.org/10.1177/001316446002000104
Cronbach, L.J., Gleser, G.C., Nanda, H., & Rajaratnam, N. (1972). The dependability of behavioral measurements: theory of generalizability for scores and profiles. New York: Wiley.
Eom, H.J., & Schutz, R.W. (1992). Transition play in team performance of volleyball: a log-linear analysis. Research Quarterly for Exercise and Sport, 63(3), 261-269. https://doi.org/10.1080/02701367.1992.10608741
Erculj, F., & Strumbelj, E. (2015) Basketball Shot Types and Shot Success in Different Levels of Competitive Basketball. PLoS ONE, 10(6). https://doi.org/10.1371/journal.pone.0128885
Fernández, J., Camerino, O., Anguera, M.T., & Jonsson, G.K. (2009). Identifying and analyzing the construction and effectiveness of offensive plays in basketball by using systematic observation. Behavior Research Methods, 41(3), 719-730. http://dx.doi.org/10.3758/BRM.41.3.719
Fernández, J.A., & Piñar, M.I. (2017). Estudio de las fases de ataque en baloncesto infantil masculino: diferencias entre ganadores y perdedores [Study of the attack phases in 14-and-under male basketball: differences between winners and losers]. Cuadernos de Psicología del Deporte, 17(3), 207-216.
Fewell, J.H., Armbruster, D., Ingraham, J., Petersen, A., & Waters, J.S. (2012). Basketball Teams as Strategic Networks. PLoS ONE, 7(11), e47445. https://doi.org/10.1371/journal.pone.0047445
García, J., Ibáñez, S.J., Martínez de Santos, R., Leite, N., & Sampaio, A.J. (2013). Identifying Basketball Performance Indicators in Regular season and Playoff Games. Journal of Human Kinetics, 36, 161-168. https://doi.org/10.2478/hukin-2013-0016
Gómez, M.A., Lorenzo, A., Barakat, R., Ortega, E., & Palao, J.M. (2008). Differences in Game-Related Statistics of Basketball Performance by Game Location for Men’s Winning and Losing Teams. Perceptual and Motor Skills, 106(1), 43-50. https://doi.org/10.2466/pms.106.1.43-50
Gómez, M.A., Lorenzo, A., Ibáñez. S.J., & Sampaio, J. (2013) Ball possession effectiveness in men's and women's elite basketball according to situational variables in different game periods. Journal of Sports Sciences, 31(14), 1578-1587. https://doi.org/10.1080/02640414.2013.792942
Ibáñez, S.J., García, J., Feu, S., Parejo, I., & Cañadas, M. (2009). La eficacia del lanzamiento a canasta en la NBA: Análisis multifactorial [Shot efficacy in the NBA: A multifactorial analysis]. Cultura, Ciencia y Deporte, 4(10), 39-47.
Ibáñez, R., Lapresa, D., Arana, J., Camerino, O., & Anguera, M.T. (2018). Observational Analysis of the Technical-Tactical Performance of Elite Karate Contestants. Cultura Ciencia y Deporte, 13(37), 61-70.
Lamas, L., De Rose, J., Santana, F., Rostaiser, E., Negretti, L., & Ugrinowitsch C. (2010). Space creation dynamics in basketball offence: validation and evaluation of elite teams. International Journal of Performance Analysis in Sport, 11(1), 71-84. https://doi.org/10.1080/24748668.2011.11868530
Lapresa, D., Anguera, M.T., Alsasua, R., Arana, J., & Garzón, B. (2013). Comparative analysis of T-patterns using real time data and simulated data by assignment of conventional durations: the construction of efficacy in children's basketball. International Journal of Performance Analysis in Sport,13(2), 321-339.
Lapresa, D., Alsasua, R. Arana, J. Anguera, M.T., & Garzón, B. (2014). Análisis observacional de la construcción de las secuencias ofensivas que acaban en lanzamiento en baloncesto de categoría infantil [Observational analysis of the construction of offensive sequences that end in a shot in youth basketball]. Revista de Psicología del Deporte, 23(2), 365-376.
López-Roldán, P. & Fachelli, S. (2015). Metodología de la Investigación Social Cuantitativa [Methodology of Quantitative Social Research]. Bellaterra: Universidad Autónoma de Barcelona.
Lorenzo, A., Gómez, M.A., Ortega, E., Ibáñez, S.J., & Sampaio, J. (2010). Game related statistics which discriminate between winning and losing under- 16 male basketball games. Journal of Sports Science and Medicine, 9, 664-668.
Lozares, C., & López-Roldán, P. (1998). La complementariedad del log-lineal y del análisis de correspondencias en la elaboración y el análisis de tipologías [Complementary use of loglinear and correspondence analyses in the development and analysis of typologies]. Papers: Revista de Sociologia, 55, 79-93.
Mexas, K., Tsitskaris, G., Kyriakou, D., & Garefis, A. (2005). Comparison of effectiveness of organized offences between two different championships in high level basketball. International Journal of Performance Analysis in Sport, 5(1), 72-82. https://doi.org/10.1080/24748668.2005.11868317
Monteiro, I., Tavares, F., & Santos, A. (2013). Comparative study of the tactical indicators that characterize the fast break in male and female under-16 Basketball teams. Revista de Psicología del Deporte, 22(1), 239-244.
Muñoz, V., Serna, J., Daza, G., & Hileno, R. (2015). Influence of Direct Blocking and One-on-one on Successful Shooting in Basketball. Apunts. Educación Física y Deportes, 119, 80-86. https://doi.org/10.5672/apunts.2014-0983.es.(2015/1).119.05
Ortega, E., & Gómez, M.A. (2009). Metodología observacional en baloncesto de formación [Observational methodology in grassroots basketball]. Murcia: Diego Marín Librero-Editor.
Ortega, E., Palao, J.M., Gómez, M.A., Lorenzo, A., & Cárdenas, D. (2007). Analysis of the efficacy of possessions in boys’ 16-and-under basketball teams: differences between winning and losing teams. Perceptual and Motor Skills, 104, 961-964. https://doi.org/10.2466/pms.104.3.961-964
Oudejans, R. R. D., Karamat, R. S., & Stolk, M. H. (2012). Effects of Actions Preceding the Jump Shot on Gaze Behavior and Shooting Performance in Elite Female Basketball Players. International Journal of Sports Science & Coaching, 7(2), 254- 267. https://doi.org/10.1260/1747-9541.7.2.255
Parejo, I., García, A., Antúnez, A., & Ibáñez, S.J. (2013). Differences in performance indicators among winners and losers of group A of the spanish basketball amateur league (EBA). Revista de Psicología del Deporte, 22 (1), 257-261.
Pérez, C. (2013). Análisis multivariante de datos: aplicaciones con IBM SPSS, SAS y STATGRAPHICS [Multivariate data analysis: applications with IBM SPSS, SAS and STATGRAPHICS]. Madrid: Ibergarceta.
Piñar, M.I., Estévez-López, F., Ortega, V., Conde, J., Alarcón, F., & Cárdenas, D. (2014). Characteristics of attack phases in boys’ 14-and-under basketball competition. Revista Internacional de Medicina y Ciencias de la Actividad Física y el Deporte, 14(54), 265-278.
Refoyo, I., Romaris, I.U., & Sampedro, J. (2009). Analysis of men's and women's basketball fast-breaks. Revista de Psicología del Deporte, 18(3), 439-444.
Ribeiro, H.V., Mukherjee, S., & Zeng, X.H. (2016). The Advantage of Playing Home in NBA: Microscopic, Team-Specific and Evolving Features. PLoS ONE 11(3). https://doi.org/10.1371/journal.pone.0152440
Romaris I.U., Refoyo, I., & Coterón, J. (2012). La finalización de las posesiones en baloncesto: estudio de la acción de finalización [The completion of the possessions in basketball: study of the completion action]. Cuadernos de Psicología del Deporte, 12(supple), 45-49.
Sampaio, J., Lago, C., & Drinkwater, E.J. (2010). Explanations for the United States of America's dominance in basketball at the Beijing Olympic Games (2008). Journal of Sports Sciences, 28(2), 147-152. https://doi.org/10.1080/02640410903380486
Serna, J., Muñoz, V., Hileno, R., Solsona, E., & Sáez, U. (2017). Patrones temporales iniciados con bloqueo directo o uno contra uno en baloncesto [T-Patterns initiated with ball screen or one-on-one in basketball]. Revista de Psicología del Deporte, 26(3), 81-86.
Simovic, S., Komic, J., Guzina, B., Pajic, Z., Karalic, T., & Pasic, G. (2021). Difference-based analysis of the impact of observed game parameters on the final score at the FIBA Eurobasket Women. Journal of Human Sport and Exercise, 16(2), 373-387. https://doi.org/10.14198/jhse.2021.162.12
Simovic, S., Matkovic, B., Mijanovi, M., Kocic, M., & Vojvodic, M. (2012). Structure of efficiency factor at XIII, XIV, XV and XVI World Championship in basketball. Journal of Human Sport and Exercise, 7(2), 527-543. https://doi.org/10.4100/jhse.2012.72.16
Valldecabres, R., de Benito, A.M., Losada, J.L., & Casal, C.A. (2020). Badminton World Championship stress zones and performance factors: The key to success through log-linear analysis. Journal of Human Sport and Exercise, in press. https://doi.org/10.14198/jhse.2022.171.02
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