Analysis of efficiency in under-16 basketball: A log-linear analysis in a systematic observation study

• Alsasua, Roberto ^[1] ; Arana, Javier ^[1] ; Lapresa Ajamil, Daniel ^[1] ; Anguera, M. Teresa ^[2]
  1. [1] Universidad de La Rioja

     Universidad de La Rioja

     Logroño, España

     
  2. [2] Universitat de Barcelona

     Universitat de Barcelona

     Barcelona, España

     
• Localización: Cultura, ciencia y deporte, ISSN 1696-5043, Vol. 17, Nº. 51, 2022, págs. 105-112
• Idioma: inglés
• DOI: 10.12800/ccd.v17i51.1736
• Títulos paralelos:
  • (Análisis de la eficacia en baloncesto U16: aplicación del log-linear en metodología observacional)
• Enlaces
  • Texto completo (pdf)
• Dialnet Métricas: 1 Cita
• Resumen

  • 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.

• Referencias bibliográficas
  • 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...
  • Alsasua, R., Lapresa, D., Arana, J., & Anguera, M.T. (2019). A log-linear analysis of efficiency in elite basketball applied to observational...
  • 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...
  • Anguera, M.T., Blanco-Villaseñor, A., Hernández-Mendo, A., & Losada, J.L. (2011). Diseños observacionales: ajuste y aplicación en psicología...
  • Bakeman, R. (1978). Untangling streams of behavior: Sequential analysis of observation data. En G.P. Sackett (Ed.), Observing Behavior (Vol....
  • Castellano, J., Perea, A., Alday, L., & Hernández-Mendo, A. (2008). Measuring and observation tool in sports. Behavior Research Methods,...
  • Cohen, J. (1968). Weighted Kappa: nominal scale agreement with provision for scaled disagreement or partial credit. Psychological Bulletin,...
  • Cronbach, L.J., Gleser, G.C., Nanda, H., & Rajaratnam, N. (1972). The dependability of behavioral measurements: theory of generalizability...
  • Eom, H.J., & Schutz, R.W. (1992). Transition play in team performance of volleyball: a log-linear analysis. Research Quarterly for Exercise...
  • Erculj, F., & Strumbelj, E. (2015) Basketball Shot Types and Shot Success in Different Levels of Competitive Basketball. PLoS ONE, 10(6)....
  • Fernández, J., Camerino, O., Anguera, M.T., & Jonsson, G.K. (2009). Identifying and analyzing the construction and effectiveness of offensive...
  • Fernández, J.A., & Piñar, M.I. (2017). Estudio de las fases de ataque en baloncesto infantil masculino: diferencias entre ganadores y...
  • Fewell, J.H., Armbruster, D., Ingraham, J., Petersen, A., & Waters, J.S. (2012). Basketball Teams as Strategic Networks. PLoS ONE, 7(11),...
  • García, J., Ibáñez, S.J., Martínez de Santos, R., Leite, N., & Sampaio, A.J. (2013). Identifying Basketball Performance Indicators in...
  • Gómez, M.A., Lorenzo, A., Barakat, R., Ortega, E., & Palao, J.M. (2008). Differences in Game-Related Statistics of Basketball Performance...
  • Gómez, M.A., Lorenzo, A., Ibáñez. S.J., & Sampaio, J. (2013) Ball possession effectiveness in men's and women's elite basketball...
  • Ibáñez, S.J., García, J., Feu, S., Parejo, I., & Cañadas, M. (2009). La eficacia del lanzamiento a canasta en la NBA: Análisis multifactorial...
  • Ibáñez, R., Lapresa, D., Arana, J., Camerino, O., & Anguera, M.T. (2018). Observational Analysis of the Technical-Tactical Performance...
  • Lamas, L., De Rose, J., Santana, F., Rostaiser, E., Negretti, L., & Ugrinowitsch C. (2010). Space creation dynamics in basketball offence:...
  • Lapresa, D., Anguera, M.T., Alsasua, R., Arana, J., & Garzón, B. (2013). Comparative analysis of T-patterns using real time data and simulated...
  • Lapresa, D., Alsasua, R. Arana, J. Anguera, M.T., & Garzón, B. (2014). Análisis observacional de la construcción de las secuencias ofensivas...
  • López-Roldán, P. & Fachelli, S. (2015). Metodología de la Investigación Social Cuantitativa [Methodology of Quantitative Social Research]....
  • Lorenzo, A., Gómez, M.A., Ortega, E., Ibáñez, S.J., & Sampaio, J. (2010). Game related statistics which discriminate between winning and...
  • Lozares, C., & López-Roldán, P. (1998). La complementariedad del log-lineal y del análisis de correspondencias en la elaboración y el...
  • Mexas, K., Tsitskaris, G., Kyriakou, D., & Garefis, A. (2005). Comparison of effectiveness of organized offences between two different...
  • Monteiro, I., Tavares, F., & Santos, A. (2013). Comparative study of the tactical indicators that characterize the fast break in male...
  • Muñoz, V., Serna, J., Daza, G., & Hileno, R. (2015). Influence of Direct Blocking and One-on-one on Successful Shooting in Basketball....
  • Ortega, E., & Gómez, M.A. (2009). Metodología observacional en baloncesto de formación [Observational methodology in grassroots basketball]....
  • Ortega, E., Palao, J.M., Gómez, M.A., Lorenzo, A., & Cárdenas, D. (2007). Analysis of the efficacy of possessions in boys’ 16-and-under...
  • Oudejans, R. R. D., Karamat, R. S., & Stolk, M. H. (2012). Effects of Actions Preceding the Jump Shot on Gaze Behavior and Shooting Performance...
  • Parejo, I., García, A., Antúnez, A., & Ibáñez, S.J. (2013). Differences in performance indicators among winners and losers of group A...
  • Pérez, C. (2013). Análisis multivariante de datos: aplicaciones con IBM SPSS, SAS y STATGRAPHICS [Multivariate data analysis: applications...
  • Piñar, M.I., Estévez-López, F., Ortega, V., Conde, J., Alarcón, F., & Cárdenas, D. (2014). Characteristics of attack phases in boys’ 14-and-under...
  • Refoyo, I., Romaris, I.U., & Sampedro, J. (2009). Analysis of men's and women's basketball fast-breaks. Revista de Psicología...
  • Ribeiro, H.V., Mukherjee, S., & Zeng, X.H. (2016). The Advantage of Playing Home in NBA: Microscopic, Team-Specific and Evolving Features....
  • Romaris I.U., Refoyo, I., & Coterón, J. (2012). La finalización de las posesiones en baloncesto: estudio de la acción de finalización...
  • Sampaio, J., Lago, C., & Drinkwater, E.J. (2010). Explanations for the United States of America's dominance in basketball at the Beijing...
  • Serna, J., Muñoz, V., Hileno, R., Solsona, E., & Sáez, U. (2017). Patrones temporales iniciados con bloqueo directo o uno contra uno en...
  • Simovic, S., Komic, J., Guzina, B., Pajic, Z., Karalic, T., & Pasic, G. (2021). Difference-based analysis of the impact of observed game...
  • Simovic, S., Matkovic, B., Mijanovi, M., Kocic, M., & Vojvodic, M. (2012). Structure of efficiency factor at XIII, XIV, XV and XVI World...
  • Valldecabres, R., de Benito, A.M., Losada, J.L., & Casal, C.A. (2020). Badminton World Championship stress zones and performance factors:...