Socio-Economic Planning Sciences 42 (2008) 151–157 www.elsevier.com/locate/seps Evaluation of research in efficiency and productivity: A survey and analysis of the first 30 years of scholarly literature in DEA
Ali Emrouznejada,Ã, Barnett R. Parkerb, Gabriel Tavaresc a Operations &Information Management, Aston Business School, Aston University, Birmingham B4 7ET, UK b Graduate School of Business, Pfeiffer University, Charlotte, NC 28209, USA c RUTCOR, Rutgers Centre for Operations Research, Rutgers University, 640 Bartholomew Road, Piscataway, NJ, 08854-8003, USA
Available online 4 March 2008
The authors wish to dedicate this compendium of DEA’s historical accomplishments to one of its founders, Professor William W. Cooper
Abstract
Since the original Data Envelopment Analysis (DEA) study by Charnes et al. [Measuring the efficiency of decisionmaking units. European Journal of Operational Research 1978;2(6):429–44], there has been rapid and continuous growth in the field. As a result, a considerable amount of published research has appeared, with a significant portion focused on
DEA applications of efficiency and productivity in both public and private sector activities. While several bibliographic collections have been reported, a comprehensive listing and analysis of DEA research covering its first 30 years of history is not available.
This paper thus presents an extensive, if not nearly complete, listing of DEA research covering theoretical developments as well as ‘‘real-world’’ applications from inception to the year 2007.
A listing of the most utilized/relevant journals, a keyword analysis, and selected statistics are presented. r 2007 Elsevier Ltd. All rights reserved.
Keywords: Data Envelopment Analysis; Bibliography; Survey
1. Introduction
The present bibliography includes most of the references published in the field of Data Envelopment
Analysis (DEA) up to the year 2007. Some publications in 2007 are also listed, but not included in the statistics. To the best of the authors’ knowledge, this listing appears to be the most complete source of references on DEA and its applications in measuring the efficiency and productivity of decision making units
(DMUs). The authors hope that this new updated bibliography will assist researchers and other scholars as they develop new frontiers in DEA.
ÃCorresponding author. Fax: +44 121 204 5271.
E-mail addresses: a.emrouznejad@aston.ac.uk (A. Emrouznejad), Barnett.Parker@Pfeiffer.edu (B.R. Parker), rrr@rutcor.rutgers.edu
(G. Tavares).
0038-0121/$ - see front matter r 2007 Elsevier Ltd. All rights reserved. doi:10.1016/j.seps.2007.07.002 ARTICLE IN PRESS
152
A. Emrouznejad et al. / Socio-Economic Planning Sciences 42 (2008) 151–157
The authors wishes to thank all those colleagues who continue to submit copies of their papers at http:// www.deazone.com/bibliography [2], and would appreciate receiving additional DEA-related articles for incorporation into future versions of the bibliography. Due to sheer size and volume, however, it is not possible to guarantee a complete absence of inaccuracies or omission of data. Should you find any error(s), please feel free to report them to the authors at biblio@DEAzone.com.
2. DEA bibliography
In 1995, the website www.DEAzone was created with the hope of including the full set of DEA resources under a single ‘‘umbrella,’’ to be accessed by interested researchers and practitioners. Since then, our DEA bibliography has been regularly updated with the kind support of its many users.
Several other bibliographies have also been reported in the literature, including those of Tavares [3],
Emrouznejad and Thanassoulis [4–6], Seiford [7–8] and Gattoufi et al. [9–10]. In compiling the current bibliography, the authors expanded boundaries by searching a variety of both traditional and newer databases including Science Direct (www.sciencedirect.com), EBSCO (www.ebsco.com), Google
funds that are used to operate the sportswear business.” There are several operating expenses in a business, such as: labor, paper costs, and advertising.. Labor is one area to cut operating expenses, but this can cause morale killer in company. So instead of cutting the labor maximize the potential of the employees and cut the ones not operating to the highest standards. In the Journal of Management in Engineering, it is stated “one of the most important factors in the success of a professional…
salespeople have embraced the use of it and made it work to their advantage. When Twitter celebrated five years, compared to its regular forms of marketing it had 150 million users in four years. (Raj Agnihorti, 2012) For such an achievement to happen so rapidly meant that social media was the way to go. Salespeople are an important to the company. Social media similar to Facebook, Twitter, and others like them help spread the word about products. Products cannot only be order from web sites one can…
SuperTraining Corporation CS782Session2 2012 Revision: 1.6 Author: Thomas G. Meyer Date March 27, 2012 Table of Contents Assumptions 3 Section 1: Overview 3 Section 2: Manufacturing Information Systems 4 Section3: User Communication systems 5 Section4: Customer Relationship Management Systems 6 Section 5 Sales and Marketing Information Systems 7 Section 6: Firewalls 8 Section 7: Audio and Video Streaming 9 Section 8: Summary of Topics Not Chosen 11 Bibliography 12…
Case Study: UK Kitchenware This case study is a conflict between leadership and management. In this report I will be assessing how successful the change strategies have been. When two people acquire a large company with the intentions of improving it, it is possible, if the change isn’t managed correctly, for the change to fail and the company continues to be unsuccessful. Roger Gill says ‘change must be well managed, it also requires effective leadership to be successfully introduced and sustained’…
0.13.0 [2014-07-19] This version based on Qt 5 and has new modulated core, and new features (example: normal mapping) and fixes for 115 bugs, includes: New plugin: Equation of Time - provides solution for Equation of Time. New plugin: Field of View - provides shortcuts for quick changes field of view. New plugin: Navigational Stars - marks 58 navigational stars on the sky. New plugin: Pointer Coordinates - shows the coordinates of the mouse pointer. New plugin: Meteor Showers - provides visualization…
I.INTRODUCTION Experiencing low cost traditional surgical procedures, Advanced Medical Technology Corporation (AMT) wants to broadcast this tagline by manufacturing well designed medical instrument based on a massive researching. Taking into account the efforts and allowances spilled by AMT on its research and development aspect, and in invading new markets, it is not unexpected that it had gained an extraordinary growth and rapid expansion of its sales force for just a few years of being established…
Personality Type Portraits-The Personality Page, 2012). Summary of Assessments A Twenty –First-Century Manager1 My assessment score in this area was an “8”. There was a statement in this assessment that challenged me to have someone else rate me. So, I had my co-worker do it. Her score was even higher, a “10”. This was an area I have worked very hard in the last two years to develop. I’m constantly thinking of new ways to build and improve myself. How can I become more valuable to others? IT”…
the problem with these O-rings, this entire shuttle mission stands in “jeopardy of losing a flight along with all the launch pad facilities.” The choice of words seems very intentional and appropriately weighty given the possible outcome. (Boisjoly) So what was done with this information? Apparently, it was merely dismissed as being non-crucial to flight success. The morning of the shuttle launch was particularly cold and…
Scholars have showed positive and negative relations among commitment to the organization and employee well-being effected by organizational silence and top manabgmnent ignorance. (Laeeque and Bakhtawari,2014) explore the relationship between organization silence and employee’s commitment. There are three types of organization silence. Acquiescent silence that is exposed by staffs when they are uninformed from the situation (Vakola and Dimitrias, 2005). Quiescent silence is when employees are silent…
diversion” (Waste). In 2010, the company formed a team of associates across the world to lead the waste reduction initiative and move toward the ultimate goal ("Walmart", 2013). Walmart remains committed to reducing waste across its global operations so this team is in place to identify opportunity, drive innovation, and share his or her best practices ("Walmart", 2013). In 2009, Walmart developed a Sustainability index. According to “Walmart” (2013), “They are utilizing the work of the Sustainability…