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Quantitative Models for Performance Evaluation and Benchmarking

Data Envelopment Analysis with Spreadsheets

  • Joe Zhu

Part of the International Series in Operations Research & Management Science book series (ISOR, volume 126)

Table of contents

  1. Front Matter
    Pages 1-12
  2. Joe Zhu
    Pages 1-42
  3. Joe Zhu
    Pages 1-14
  4. Joe Zhu
    Pages 1-11
  5. Joe Zhu
    Pages 1-30
  6. Joe Zhu
    Pages 1-17
  7. Joe Zhu
    Pages 1-21
  8. Joe Zhu
    Pages 1-41
  9. Joe Zhu
    Pages 1-15
  10. Back Matter
    Pages 1-14

About this book

Introduction

It is difficult to evaluate an organization’s performance when there are multiple inputs and multiple outputs to the system. The difficulties are further enhanced when the relationships between the inputs and the outputs are complex and involve unknown tradeoffs. This book introduces DEA as a multiple-measure performance evaluation and benchmarking tool. The focus of performance evaluation and benchmarking is shifted from characterizing performance in terms of single measures to evaluating performance as a multidimensional systems perspective.

This second edition improves a number of DEA spreadsheet models and provides a DEAFrontier software for use with Excel 2007. Several new DEA models and approaches are added. For example, a new DEA-based supply chain model (chapter 8) and DEA models for two-stage processes (Chapter 14) are new additions to the book. Models with restricted multipliers are also discussed and added into the DEAFrontier software. A detailed use of sensitivity analysis in identifying critical measures under DEA is provided. A demonstration of how to use the DEAFrontier software is provided at the end of related chapters.

Conventional and new DEA approaches are presented and discussed using Excel spreadsheets — one of the most effective ways to analyze and evaluate decision alternatives. The user can easily develop and customize new DEA models based upon these spreadsheets. Spreadsheets are updated and modified for use with Excel 2007.

This book also provides an easy-to-use DEA software — DEAFrontier. This DEAFrontier is an Add-In for Microsoft® Excel and provides a custom menu of DEA approaches which include more than 150 different DEA models. DEAFrontier softwares are provided for both Excel 97-2003 and Excel 2007 and can solve up to 100 DMUs. It is an extremely powerful tool that can assist decision-makers in benchmarking and analyzing complex operational efficiency issues in manufacturing organizations as well as evaluating processes in banking, retail, franchising, health care, public services and many other industries.

For a free version of DEAFrontier, please visit www.deafrontier.com.

 

Keywords

DEA (data envelopment analysis) Data Envelopment Analysis Data-Envelopment-Analysis benchmarking data envelopment efficiency evaluation health care modeling organization performance sensitivity analysis service

Authors and affiliations

  • Joe Zhu
    • 1
  1. 1.Dept. ManagementWorcester Polytechnic InstituteWorcesterU.S.A.

Bibliographic information

  • DOI https://doi.org/10.1007/978-0-387-85982-8
  • Copyright Information Springer Science+Business Media, LLC 2009
  • Publisher Name Springer, Boston, MA
  • eBook Packages Business and Economics
  • Print ISBN 978-0-387-85981-1
  • Online ISBN 978-0-387-85982-8
  • Series Print ISSN 0884-8289
  • Buy this book on publisher's site
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