Factors determining production (FDP) in basketball
DOI:
https://doi.org/10.17811/ebl.1.1.2012.21-29Abstract
The aim of this research is to introduce a simple and easily computable metric to assess the performance of basketball players through non-scoring box-score statistics. This metric is called Factors Determining Production (FDP), which is created through separating points made from the remaining variables which may be quantitatively recorded. FDP is derived from the outcome of several games, it considers both teams’ statistics, and it reflects the final result of a game with noticeable merit. It provides a simple linear weight formula which, together with the points made by each player, yields a comprehensible picture of how well a worker (player) performed. This metric has been validated through different statistical procedures and it overcomes Win Score from a theoretical viewpoint, because it departs production (points) from factors facilitating production.
References
Berri, D.J, L. Brook, S.L. and Schmidt, M.B. (2006) The Wages of Wins: Taking measure of the many myths in modern sport, Stanford University Press.
Berri, D.J. (1999) Who is most valuable? Measuring the player’s production of wins in the National Basketball Association, Managerial and Decision Economics, 20(8), 411-427.
Berri, D.J. (2008) A simple measure of Worker productivity in the National Basketball Association. In Humphreys, B and Howard, D. (Eds): The Business of Sport; Westport, Conn. Praeger: 1-40.
Berri, D.J. (2012) Measuring performance in the National Basketball Association. In Stephen Shmanske, S. and Kahane, L. (Eds): The Handbook of Sports Economics. Oxford University
Berri, D.J. and Bradbury, J.C. (2010) Working in the land of metricians, Journal of Sports Economics, 11(1), 29-47.
Berri, D.J. and Schmidt, M.B. (2010) Stumbling on Wins: Two economists explore the pitfalls on the road to victory in professional sports, Financial Times Press (Princeton, N.J.)
Berry, S.M. (2006) Statistical fallacies in sports, Chance, 19(4).
Cohen, P., Cohen, J., Aiken, L., and West, S. (1999) The problem of units and the circumstance for POMP, Multivariate Behavioral Research, 34(3), 315-346.
Martínez, J. A. (2010) Una revisión de los sistemas de valoración de jugadores de baloncesto (I). Descripción de los métodos existentes, Revista Internacional de Derecho y Gestión del Deporte, 10, 37-77.
Martínez, J.A. and Martínez, L. (2011) A stakeholder assessment of basketball player evaluation metrics, Journal of Human Sport & Exercise, 6(1), 153-183.
Shmueli, G, Patel, N. R. and Bruce, P. (2007) Data mining for business intelligence: Concepts, techniques and applications in Microsoft Office Excel with XLMiner. Wiley-Interscience.
Spanos, A. (2007) Curve fitting, the reliability of inductive inference, and the error- statistical approach, Philosophy of Science, 74, 1046–1066.
Wilcox, R. R. (2010) Fundamentals of Modern Statistical Methods: Substantially Improving Power and Accuracy, Springer, 2nd Ed.
Winston, W. (2009) Mathletics: How gamblers, managers, and sports enthusiasts use mathematics in baseball, basketball, and football, Princeton University Press.
Downloads
Published
How to Cite
Issue
Section
License
The works published in this journal are subject to the following terms:
1. Oviedo University Press (the publisher) retains the property rights (copyright) of published works, and encourages and enables the reuse of the same under the license specified in paragraph 2.
© Ediuno. Ediciones de la Universidad de Oviedo / Oviedo University Press
2. The works are published in the online edition of the journal under a Creative Commons Attribution-Non Commercial-Non Derives 3.0 Spain (legal text). You can copy, use, distribute, transmit and publicly display, provided that: i) you cite the author and the original source of publication (journal, publisher and URL of the work), ii) they are not used for commercial purposes, iii) mentions the existence and specifications of this license.
3. Conditions of self-archiving. The author can archive the post-print version of the article (publisher’s version) on the author’s personal website and/or on the web of the institution where he belong, including a link to the page of the journal and putting the way of citation of the work. Economics and Business Letters and its URL https://reunido.uniovi.es/index.php/EBL/index are the only authorized source for correctly giving the reference of the publisher’s version in every mention of the article.