Handbook on data envelopment analysis / William W. Cooper, Lawrence M. Seiford, Joe Zhu, editors.

Format:

Book

Contributor:

Cooper, William W.

Seiford, Lawrence M.

Zhu, Joe.

Series:

International series in operations research & management science ; 164.

International series in operations research & management science, 0884-8289 ; v. 164

Language:

English

Subjects (All):

Data envelopment analysis.

Physical Description:

1 online resource (512 p.)

Edition:

2nd ed.

Place of Publication:

New York : Springer, 2011.

Language Note:

English

Summary:

This handbook covers DEA topics that are extensively used and solidly based. The purpose of the handbook is to (1) describe and elucidate the state of the field and (2), where appropriate, extend the frontier of DEA research. It defines the state-of-the-art of DEA methodology and its uses. This handbook is intended to represent a milestone in the progression of DEA. Written by experts, who are generally major contributors to the topics to be covered, it includes a comprehensive review and discussion of basic DEA models, which, in the present issue extensions to the basic DEA methods, and a collection of DEA applications in the areas of banking, engineering, health care, and services. The handbook's chapters are organized into two categories: (i) basic DEA models, concepts, and their extensions, and (ii) DEA applications. First edition contributors have returned to update their work. The second edition includes updated versions of selected first edition chapters. New chapters have been added on: · Different approaches with no need for a priori choices of weights (called “multipliers) that reflect meaningful trade-offs. · Construction of static and dynamic DEA technologies. · Slacks-based model and its extensions · DEA models for DMUs that have internal structures network DEA that can be used for measuring supply chain operations. · Selection of DEA applications in the service sector with a focus on building a conceptual framework, research design and interpreting results.

Contents:

Data Envelopment Analysis: History, Models and Interpretations

Returns to Scale in DEA

Sensitivity Analysis in DEA

Choices and Uses of DEA Weights

Malmquist Productivity Index and DEA

Qualitative Data in DEA

Congestion: Its Identification and Management with DEA

Slacks-based Measure of Efficiency - SBM

Chance Constrained DEA

Performance of the Bootstrap for DEA Estimators and Iterating the Principle

Statistical Tests Based on DEA Efficiency Scores

Modeling DMU's Internal Structures: Cooperative and Non-cooperative Approaches

Assessing Bank and Bank Branch Performance: Modeling Considerations and Approaches

Engineering Applications of Data Envelopment Analysis: Issues and Opportunities

Applications of Data Envelopment Analysis in the Service Sector

Health Care Applications: From Hospitals to Physicians, From Productive Efficiency to Quality Frontiers.

Notes:

Description based upon print version of record.

Includes bibliographical references and index.

ISBN:

9781441961518

1441961518

OCLC:

759159031