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Game, set and match: evaluating the efficiency of male professional tennis players
journal contribution
posted on 2015-05-26, 14:37 authored by Anthony Glass, Karligash GlassKarligash Glass, Jason TaylorWe exploit the natural distinction between the attacking and defensive aspects of tennis to get a better understanding of the origins of relative inefficiency. Attacking is simply when a player is serving and defending is when a player is returning serve. We use data envelopment analysis (DEA) to compute the attacking, defensive and overall efficiencies of the top 100 male professional players for the 2009 season. An analysis of the efficiency scores using non-parametric kernel smoothing suggests that there are four groups of players in the sample- those that are relatively efficient in attack and defence; those that are relatively inefficient in attack and defence; and those that are relatively efficient in attack or defence. Truncated regression equations for the technical and super attacking, defensive and overall efficiencies as a function of off-court variables (e.g. height, age, etc.) suggest that being a left-handed player has a significant positive effect on the overall efficiencies.
History
School
- Business and Economics
Department
- Economics
Published in
JOURNAL OF PRODUCTIVITY ANALYSISVolume
43Issue
2Pages
119 - 131 (13)Citation
GLASS, A.J., KENJEGALIEVA, K. ad TAYLOR, J., 2015. Game, set and match: evaluating the efficiency of male professional tennis players. Journal of Productivity Analysis, 43 (2), pp.119-131.Publisher
© SpringerVersion
- AM (Accepted Manuscript)
Publisher statement
This work is made available according to the conditions of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) licence. Full details of this licence are available at: https://creativecommons.org/licenses/by-nc-nd/4.0/Publication date
2015Notes
The final publication is available at Springer via http://dx.doi.org/10.1007/s11123-014-0401-3ISSN
0895-562XPublisher version
Language
- en