Journal ArticleDOI
Two-Stage DEA: An Application to Major League Baseball
TLDR
In this article, the authors use DEA to model DMUs that produce in two stages, with output from the first stage becoming input to the second stage, and apply the model to Major League Baseball, demonstrating its advantages over a standard DEA model.Abstract:
We show how to use DEA to model DMUs that produce in two stages, with output from the first stage becoming input to the second stage. Our model allows for any orientation or scale assumption. We apply the model to Major League Baseball, demonstrating its advantages over a standard DEA model. Our model detects inefficiencies that standard DEA models miss, and it can allow for resource consumption that the standard DEA model counts towards inefficiency. Additionally, our model distinguishes inefficiency in the first stage from that in the second stage, allowing managers to target inefficient stages of the production process.read more
Citations
More filters
Journal ArticleDOI
Data Envelopment Analysis in Three-Stage Network Structure with Slack Based Measure (SBM)
TL;DR: In this paper , a non-oriented and non-radial slacks-based measure (SBM) of efficiency framework for the three-stage network production process is proposed for Indian banking efficiency.
Book ChapterDOI
Basic Two-Stage Systems
TL;DR: To assess the impact of an input on the performance of the system, it is necessary to know the division that this input is associated with, so that the true effect of this input can be identified.
Archive of SID A Network Data Envelopment Analysis Model for Supply Chain Performance Evaluation: Real Case of Iranian Pharmaceutical Industry
TL;DR: In this article, a model is presented that is able to evaluate the performance of the supply chain by a network data envelopment analysis model and by using the financial, intellectual capital (knowledge base), collaboration and responsiveness factors.
Proceedings ArticleDOI
Efficiency measurement of two stage processes with shared inputs and outputs by DEA An application on Malaysian Palm Oil refineries
TL;DR: In this paper, a relational DEA model for the two-stage process with shared inputs and outputs is introduced, where the overall efficiency is illustrated as a convex combination of efficiencies of its two stages.
Journal ArticleDOI
Salary Cap, Organizational Gap, and Catch-up in the Performance of NBA Teams: A Two-Stage DEA Model Under Heterogeneity:
Nikos Chatzistamoulou,Nikos Chatzistamoulou,Nikos Chatzistamoulou,Kounetas Kostas,Kounetas Kostas,Kounetas Kostas,Antonakis Theodor +6 more
TL;DR: In this article, the authors evaluate National Basketball Association teams performance using a two-stage approach under a metafrontier framework, decomposing overall efficiency into salary-cap and on-court efficiency.
References
More filters
Journal ArticleDOI
Productivity and intermediate products: a frontier approach
Rolf Färe,Shawna Grosskopf +1 more
TL;DR: In this paper, a non-parametric productivity measure that explicitly incorporates intermediate products is proposed, which is based on the Productivity Index (PII) and employs a nonparametric approach to measure productivity.
Journal ArticleDOI
Incorporating the Operating Environment Into a Nonparametric Measure of Technical Efficiency
TL;DR: A nonparametric, linear programming, frontier procedure for obtaining a measure of managerial efficiency that controls for exogenous features of the operating environment is introduced.
Posted Content
Productivity and Intermediate Products: A Frontier Approach
Rolf Färe,Shawna Grosskopf +1 more
TL;DR: In this article, the authors introduce a frontier model for productivity measurement that explicitly recognizes that some inputs are produced and consumed within the production technology, where intermediate inputs may also be final output.
Journal ArticleDOI
An intermediate input model of dairy production using complex survey data
Rolf Färe,Gerald Whittaker +1 more
TL;DR: It is found that the decomposition of production into subproduction processes reduces the dimensions of problem specification, with the effect that a larger number of variables may be usefully included in the model.
Related Papers (5)
Efficiency decomposition in two-stage data envelopment analysis: an application to non-life insurance companies in taiwan
Chiang Kao,Shiuh-Nan Hwang +1 more
Profitability and Marketability of the Top 55 U.S. Commercial Banks
Lawrence M. Seiford,Joe Zhu +1 more