With deasolver software and references ebook written by william w. He is an internationally recognized expert in methods of performance evaluation and benchmarking using data envelopment analysis dea, and his research interests are in the areas of operations and business analytics, productivity modeling, and performance evaluation and benchmarking. It is a performance measurement technique which, as we shall see, can be used for evaluating the relative efficiency of decisionmaking units dmus in organisations. A stochastic data envelopment analysis model considering variation in input and output variables. An illustrative study of economic performance of chinese cities j zhu european journal of operational research 111 1, 5061. Handbook on data envelopment analysis ebook, 2011 worldcat. Data envelopment analysis dea is a typical nonparametric method that measures relative efficiency by comparing it with the possible production frontiers of decisionmaking units dmus with multiple inputs and outputs using linear programming farrell, 1957. This chapter discusses returns to scale rts in data envelopment analysis dea. Although dea has a strong link to production theory in economics, the tool is also used for benchmarking in operations management, where a set. Lee handbook on data envelopment analysis por disponible en rakuten kobo. This handbook is intended to represent a milestone in the progression of dea. Handbook of research on strategic performance management.
Dea has been used for both production and cost data. There is a weakness in conventional dea models that it does not allow uncertainty variations in input and output variables however, in many real life. Data envelopment analysis dea is a relatively new data oriented approach for evaluating the performances of a set of entities called decision making units dmus which convert multiple inputs into multiple outputs. He is an internationally recognized expert in methods of performance evaluation and benchmarking using data envelopment analysis dea, and his research interests are in the areas of operations and business analytics, productivity modeling, and performance evaluation and. Theory and applications proceedings of the 10th international conference on dea edited by.
Broadly defined, dea partitions the records into two subsets. This handbook has been developed as a comprehensive reference for researchers, students and practitioners. Editor is one of the most prominent researchers in the field prestigious group of contributors covers all topics not covered in the latest version of the handbook on data envelopment analysis this handbook compiles stateoftheart empirical studies and applications using data envelopment analysis dea. It defines the stateoftheart of dea methodology and its uses. They include handbook on data envelopment analysis. It is used to empirically measure productive efficiency of decision making units dmus.
Handbook on data envelopment analysis second edition editors william w. This handbook represents a milestone in the progression of data envelopment analysis dea. Handbook on data envelopment analysis springerlink. It also represents a milestone in the progression of a continuously advancing methodology, which has extensive utility. A handbook of models and methods, springer, 2015, isbn 9781489975522 about this book table of contents. Cooper, 9781461429999, available at book depository with free delivery worldwide. Handbook of research on strategic performance management and. Data envelopment analysis is a novel decision making tool based on the principle of linear programming to compare the relative operational efficiency of a set of comparable decision making units even with multiple inputs and outputs. The handbook of research on strategic performance management and measurement using data envelopment analysis highlights the advantages of using dea as a tool to improve business performance and identify sources of inefficiency in public and private organizations. Joe zhu is the author of data envelopment analysis 4. How data envelopment analysis works frontier analyst. This handbook covers dea topics that are extensively used and solidly based. Nov 11, 20 handbook on data envelopment analysis by william w. The various optimisation models of data envelopment analysis, such as input minimisation or output maximisation, are described in detail.
The purpose of the handbook is to 1 describe and elucidate the state of the field and 2, where appropriate, extend. Data envelopment analysis dea is a nonparametric method in is used to measure the relative efficiency of comparable institutions and also used for benchmarking in operations management. Proceedings of the 10th international conference on dea venue. This handbook compiles stateoftheart empirical studies and applications using data envelopment analysis dea. Cooper department of management science and information systems mccombs. Utilizing the selected variables, such as unit cost and output, dea software. Seiford editor, joe zhu editor visit amazons joe zhu page.
Handbook on data envelopment analysis by william w. Data envelopment analysis an overview sciencedirect topics. Data envelopment analysis is a method that enables us compare and rank records stores, employees, factories, webpages, marketing campaigns etc based on their features weight, size, cost, revenues and other metrics or kpis without making any prior assumptions about the importance or weights of the features. Pdf in recent years, a series of handbook on data envelopment analysis dea have been published. Jul 09, 2010 we use your linkedin profile and activity data to personalize ads and to show you more relevant ads. It also represents a milestone in the progression of a continuously advancing methodology. Joe zhu is professor of operations analytics in the foisie business school, worcester polytechnic institute. Handbook on data envelopment analysis, international series in operations research and management science, springer, number 9781441961518, march.
Data envelopment analysis a handbook of empirical studies. Theory, methodology, and applications abraham charnes, william w. Data envelopment analysis dea in massive data sets. Handbook of operations analytics using data envelopment analysis by shiuhnan hwang, hsuanshih lee, joe zhu. This ranges from general considerations through use of the correlation facility to help determine appropriate inputs and outputs. Written by experts who are often major contributors to dea theory, it includes a collection of chapters that represent the current stateoftheart in dea research. Handbook on data envelopment analysis pdf free download epdf. A handbook of modeling internal structure and network ebook written by wade d. This handbook serves as a complement to the handbook on data envelopment analysis eds, w. This book represents a milestone in the progression of data envelop ment analysis dea. In about 30 years, data envelopment analysis dea has grown into a powerful quantitative, analytical tool for measuring and evaluating the performance. Handbook on data envelopment analysis international series in. How data envelopment analysis works frontier analyst is designed to help you measure and improve the performance of your organisation.
It reflects the stateoftheart in data envelopment analysis. Annotation this handbook covers dea topics that are extensively used and solidly based. Apr 22, 2005 this handbook has been developed as a comprehensive reference for researchers, students and practitioners. The results indicated higher average efficiency levels at spanish airports, but private involvement enhances efficiency at turkey airports. Handbook on data envelopment analysis second edition sprin ger. Seiford, and joe zhu 2 returns to scale in dea 41 rajiv d. Data envelopment analysis dea is a linear programming application that compares a number of service units of the same typesuch as banks, hospitals, restaurants, and schoolsbased on their inputs resources and outputs. Data envelopment analysis dea is a relatively new dataoriented approach for evaluating the performances of a set of entities called decision making units dmus which convert multiple inputs into multiple outputs. Read handbook on data envelopment analysis by available from rakuten kobo. Download for offline reading, highlight, bookmark or take notes while you read introduction to data envelopment analysis.
The quest for greater efficiency is never ending as managers are always under pressure to improve the performance of their organisations. Introduction to data envelopment analysis and its uses. Data envelopment analysis dea is a relatively new dataoriented approach for evaluating the performances of a set of entities called decision making units. Data envelopment analysis dea is a clustering methodology for records in data sets corresponding to entities sharing a common list of attributes. Handbook on data envelopment analysis international.
Socially responsible investing sri valuebased or ethical mutual funds. Create screens to prevent investment in organizations that promote or participate i. Handbook of operations analytics using data envelopment. Data envelopment analysis dea is a nonparametric method in operations research and economics for the estimation of production frontiers. A handbook of modeling internal structure and network.
Download for offline reading, highlight, bookmark or take notes while you read data envelopment analysis. Aug 23, 2011 handbook on data envelopment analysis william w. Seiford and j, zhu, 2011, springer in an effort to extend the frontier of dea research. The purpose of the handbook is to 1 describe and elucidate the state of the field.
This handbook focuses on data envelopment analysis dea applications in operations analytics which are fundamental tools and techniques for improving. The purpose of the handbook is to 1 describe and elucidate the state of the field and 2, where appropriate. Handbook of research on strategic performance management and measurement using data envelopment analysis. A data envelopment analysis example introduction to. The frontier analyst manual describes these stages in detail. Data envelopment analysis dea is a relatively new dataoriented approach for evaluating the performances of a set of entities called decisionmaking units dmus which convert multiple inputs. Cooper, lawrence seiford and joe zhu in international series in operations research and management science from springer, currently edited by camille c. Joe zhu author of handbook on data envelopment analysis. Data envelopment analysis schweitzer fachinformationen. These recently developed theories and applications of dea will be useful for. Handbook of operations analytics using data envelopment analysis. The development is anchored in a unified mathematical and graphical treatment and includes the most important modeling ex tensions.