Dea models for extended twostage network structures. Cooper, 9781441961501, available at book depository with free delivery worldwide. Data envelopment analysis a handbook of models and. From a methodological point of view, almost all previous studies have applied the data envelopment analysis dea approach to evaluate the efficiency of wwtps. 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. Cooper, and joe zhu introduction to data envelopment analysis and its uses with deasolver software and references, springer, new york, 2006. Handbook on data envelopment analysis ebook, 2011 worldcat. Aug 23, 2011 handbook on data envelopment analysis william w. Cooper, lawrence seiford and joe zhu in international series in operations research and management science from springer, currently edited by camille c. Data envelopment analysis a comprehensive text with. Stanford libraries official online search tool for books, media, journals, databases, government documents and more. It reflects the stateoftheart in data envelopment analysis. Handbook on data envelopment analysis springerlink. Jan 10, 2020 product modularity can be considered as a product design strategy.
Dea has been successfully applied to a host of different types of entities engaged in a wide variety of activities in many contexts worldwide. Uses of frontier efficiency methodologies and mcdm for improving service performance. This book represents a milestone in the progression of data envelop ment analysis dea. Handbook on data envelopment analysis william w cooper. Product modularity can be considered as a product design strategy. Journal international data envelopment analysis society. Handbook on data envelopment analysis by william w. It has been successfully applied to a host of different entities engaged in a wide variety of activities in many contexts worldwide. Data science, data analysis and predictive analytics for business algorithms, business intelligence, statistical analysis, decision analysis, business analytics, data. Written by experts who are often major contributors to dea. We employ data envelopment analysis on a series of experiments performed in fermilab, one of the major highenergy physics laboratories in the world, in order to test their efficiency as measured by publication and citation rates in terms of variations of team size, number of teams per experiment, and completion time. Data envelopment analysis extends the scope of tools used to analyse primary care functioning. Applications of data envelopment analysis in education. This handbook serves as a complement to the handbook on data envelopment analysis eds, w.
This handbook covers dea topics that are extensively used and solidly based. Handbook on data envelopment analysis international series. Quality and efficiency a dea based analysis of the austrian electricity distribution sector. Introduction to data envelopment analysis and its applications, in osman et al. Joe zhu data envelopment analysis dea has grown into a powerful quantitative, analytical tool for measuring and evaluating performance. It includes a collection of 18 chapters written by dea experts. Rajiv banker, temple university usa luka neralic, university of.
It defines the stateoftheart of dea methodology and its uses. Data envelopment analysis applications in primary health care. It has been successfully applied to a host of different entities. A handbook of modeling internal structure and network ebook written by wade d. Data envelopment analysis with aggregated inputs and a test of allocative efficiency when input prices vary across firms subhash c. Apr 22, 2005 this handbook has been developed as a comprehensive reference for researchers, students and practitioners. This study aims to measure the effects of product modularity on the efficiency and productivity of the product engineering area of a bus manufacturer.
A handbook of modeling internal structure and network. The main issues are setting outputs and inputs and selecting a model best suited for the range of products and services in the primary health care sector. Whether it is the researcher, the practitioner or the student, the use of the dea methodology gives rise to some important questions before proceeding to a dea analysis. His research interests are in the areas of operations and business analytics, productivity modeling, and performance evaluation and benchmarking. Introduction to data envelopment analysis and its uses.
Handbook on data envelopment analysis, kluwer academic publishers, boston, 2004. Chapter 2 describes the network operational structure of transportation organizations and the. Handbook of research on strategic performance management and measurement using data envelopment analysis. Download selected publications of professor ali emrouznejad. It provides a comprehensive source for the stateofthe art dea modeling on internal structures and network dea. Data envelopment analysis dea at ifors2020, 21st 26th, june 2020. Data envelopment analysis books pics download new books. This study presents a practical methodology developed in the r software language, which makes use of data envelopment analysis, in the constant returns of scale model, to measure the tax collection efficiency of the icms taxpayers brazilian tax on commercial operations related to the movement of goods and interstate and intermunicipal transportation and communication services, using as. In handbook on data envelopment analysis, springer us. Using data envelopment analysis to ranking icmss taxpayers. Download for offline reading, highlight, bookmark or take notes while you read data envelopment analysis. Data envelopment analysis dea has grown into a powerful quantitative, analytical tool for measuring and evaluating performance. Handbook on data envelopment analysis international.
This handbook is intended to represent a milestone in the progression of dea. Read handbook on data envelopment analysis by available from rakuten kobo. Topics include distance functions and their value duals. Apr 27, 2016 we employ data envelopment analysis on a series of experiments performed in fermilab, one of the major highenergy physics laboratories in the world, in order to test their efficiency as measured by publication and citation rates in terms of variations of team size, number of teams per experiment, and completion time. Handbook of operations analytics using data envelopment analysis, springer, 2016, isbn 9781489977052 about this book. Handbook of operations analytics using data envelopment analysis. A stochastic data envelopment analysis model considering. Data envelopment analysis dea is a mathematical programming based approach for measuring relative efficiency of decision making units dmus that have multiple inputs and outputs. However, there is little empirical evidence to support such an expectation. The assessment of the efficiency of wastewater treatment plants wwtps is essential to compare their performance and consequently to identify the best operational practices that can contribute to the reduction of operational costs.
Handbook of operations analytics using data envelopment. This handbook represents a milestone in the progression of data envelopment analysis dea. 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 applications variables are. The purpose of the handbook is to 1 describe and elucidate the state of the field. Data envelopment analysis applications in primary health. A handbook of empirical studies and applications ed. It also represents a milestone in the progression of a continuously advancing methodology, which has extensive utility. Data envelopment analysis this handbook serves as a complement to the handbook on data envelopment analysis eds, w. The purpose of the handbook is to 1 describe and elucidate the state of the field and 2, where appropriate, extend the handbook on data envelopment analysis springerlink skip to main content skip to table of contents. This chapter discusses returns to scale rts in data envelopment analysis dea. Handbook on data envelopment analysis, international series in operations research and management science, springer, number 9781441961518, march. It provides many benefits for companies that adapt it.
About the author professor joe zhu is one of the prominent researchers in the field of data envelopment analysis dea. A handbook of models and methods, springer, 2015, isbn 9781489975522 about this book table of contents. The development is anchored in a unified mathematical and graphical treatment and includes the most important modeling ex tensions. This cited by count includes citations to the following articles in scholar. Recent years have seen a great variety of applications of dea data envelopment analysis for use in evaluating the performances of many different kinds of. 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. Data envelopment analysis dea is a relatively new dataoriented approach for evaluating the performances of a set of entities called decision making units. We present the results and analyze them, focusing in particular on. Written by experts who are often major contributors to dea theory, it includes a collection of chapters that represent the current stateoftheart in. When requesting a correction, please mention this items handle. A stochastic data envelopment analysis model considering variation in input and output variables. This handbook focuses on data envelopment analysis dea applications in operations analytics which are fundamental tools and techniques for improving operation functions and attaining longterm competitiveness.
Celebrating the 40 th anniversary of data envelopment analysis and the 100 th anniversary of professor abraham charnes birthday. This handbook compiles stateoftheart empirical studies and applications using data envelopment analysis dea. It can support health economic analyses when assessing primary care efficiency. All material on this site has been provided by the respective publishers and authors. In a relatively short period of time data envelopment analysis dea has grown into a powerful quantitative, analytical tool for measuring and evaluating performance. Volume 3, issue 12 special issue on dea and regulation use of data envelopment analysis for incentive regulation of electric distribution firms. Joe zhu data envelopment analysis a handbook of empirical. Quantitative models for performance evaluation and benchmarking. 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. See general information about how to correct material in repec for technical questions regarding this item, or to correct its authors, title.
Zhu, handbook of operations analytics using data envelopment analysis. The purpose of the handbook is to 1 describe and elucidate the state of the field and 2, where appropriate, extend. As zhu 2015 stated, in dea models the efficient frontier is obtained empirically from a real database of the consumed resources inputs and generated products outputs. In fact, the handbook demonstrates that dea can be viewed as data envelopment analytics. This handbook has been developed as a comprehensive reference for researchers, students and practitioners. This handbook is intended to represent a milestone in the. Zhu, 2015, springer, and data envelopment analysis. The data envelopment analysis journal, the official journal of the international data envelopment analysis society, publishes theoretical and applied research advancing the use of data envelopment analysis dea as a methodology for improving organizational performance.
Efficiency assessment of wastewater treatment plants. This study presents a practical methodology developed in the r software language, which makes use of data envelopment analysis, in the constant returns of scale model, to measure the tax collection efficiency of the icms taxpayers brazilian tax on commercial operations related to the movement of goods and interstate and intermunicipal transportation and communication. Seiford, and j, zhu, 2011, springer in an effort to extend the frontier of dea research. Big data and analytics in data envelopment analysis. Seiford and j, zhu, 2011, springer in an effort to extend the frontier of dea research. A comprehensive text with models, applications, references, and deasolver software, 2nd edition is designed to provide a.
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