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An Econometric Analysis of Determinants Influencing NBA Team Performance: Insights from 2018-2023 Data
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Abstract
This study examines the determinants of NBA group execution from 2018 to 2023. It investigates the relationship between key variables such as group finance, player productivity, harm status, and coaching encounter, employing a fixed-effects board relapse demonstrate. The point is to get it how these factors impact a team's winning rate, with a center on the interaction between monetary venture and on-court victory. The discoveries uncover that higher finance, effective players, and solid home-court execution essentially improve a team's winning rate. Moreover, the ponder highlights the antagonistic impacts of player wounds and the basic part of adjusted hostile and cautious methodologies. The comes about emphasize the require for NBA groups to embrace a multifaceted approach, combining monetary speculation with vital gameplay and group cohesion to realize maintained victory. This research offers important experiences for group directors and decision-makers within the NBA, giving a establishment for arrangement suggestions to optimize group execution in future seasons. The study's inventive utilize of comprehensive information and econometric modeling contributes to the writing on sports financial matters and group execution examination.
Keywords
TNBA Team Performance, Econometric Analysis, Fixed Effects Regression, Player Efficiency Rating (PER).
[1]. Berri, D. J., & Schmidt, M. B. (2010). Stumbling on Wins: Two Economists Expose the Pitfalls on the Road to Victory in Professional Sports. FT Press.
[2]. Courneya, K. S., & Carron, A. V. (1992). The home advantage in sport competitions: A literature review. Journal of Sport and Exercise Psychology, 14(1), 13-27.
[3]. Goodall, A. H., Kahn, L. M., & Oswald, A. J. (2011). Why do leaders matter? A study of expert knowledge in a superstar setting. Journal of Economic Behavior & Organization, 77(3), 265-284.
[4]. Kahn, L. M. (2000). The sports business as a labor market laboratory. Journal of Economic Perspectives, 14(3), 75-94.
[5]. Oliver, D. (2004). Basketball on Paper: Rules and Tools for Performance Analysis. Potomac Books Inc.
[6]. Simmons, R., & Berri, D. J. (2011). The Wages of Wins: Taking Measure of the Many Myths in Modern Sport. Stanford Economics and Finance.
[7]. Scully, G. W. (1995). The Market Structure of Sports. University of Chicago Press.
[8]. Szymanski, S. (2003). The economic design of sporting contests. Journal of Economic Literature, 41(4), 1137-1187.
[9]. Wolfers, J. (2006). Point shaving: Corruption in NCAA basketball. American Economic Review, 96(2), 279-283.
[10]. Koch, T., & Schoen, M. (2017). The impact of star players on team performance in the NBA: A panel data analysis. Applied Economics Letters, 24(6), 407-410.
Cite this article
Zeng,M. (2024). An Econometric Analysis of Determinants Influencing NBA Team Performance: Insights from 2018-2023 Data. Advances in Economics, Management and Political Sciences,123,49-54.
Data availability
The datasets used and/or analyzed during the current study will be available from the authors upon reasonable request.
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Volume title: Proceedings of ICEMGD 2024 Workshop: Policies to Enhance Sustainable Development through the Green Economy
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