Handbook on Data Envelopment Analysis in Business, Finance, and Sustainability


Book Description

"This Handbook seeks for methodological, empirical, and policy-oriented contributions to provide scholars, investors, regulatory bodies, and policymakers with comprehensive insights on the efficiency and performance evaluation of businesses, financial, and accounting institutions or organizations to identify important issues for future investment, regulation, and policy-making strategies. The following areas are of particular interest: Part I: DEA in Business (including but not limited to agriculture, manufacturing, healthcare, transportation, hotel, aviation, and education) Part II: DEA in Banking and Finance (including but not limited to commercial/conventional banks, Islamic banks, insurance, credit, and Fintech institutions) Part III: DEA in Sustainability"--




Handbook On Data Envelopment Analysis In Business, Finance, And Sustainability: Recent Trends And Developments


Book Description

This Handbook presents recent trends and new developments in Data Envelopment Analysis (DEA) research within the realms of business, finance, and sustainability. Divided into three distinct parts, it encompasses 19 chapters that offer insightful studies conducted in diverse national environments and organizational settings.Part I focuses on DEA applications in business, including healthcare, supply chain management, and governmental organizations. Part II delves into the application of DEA in banking and finance, providing valuable insights into the efficiency and performance of financial institutions. Part III explores DEA's diverse applications in sustainability, addressing topics such as sustainability indicators, resource mobilization, food production, and farming. In essence, this Handbook stands as an invaluable reference work for stakeholders seeking to optimize organizational efficiency and performance across a variety of sectors.




Handbook of Operations Analytics Using Data Envelopment Analysis


Book Description

This handbook focuses on Data Envelopment Analysis (DEA) applications in operations analytics which are fundamental tools and techniques for improving operation functions and attaining long-term competitiveness. In fact, the handbook demonstrates that DEA can be viewed as Data Envelopment Analytics. Chapters include a review of cross-efficiency evaluation; a case study on measuring the environmental performance of OECS countries; how to select a set of performance metrics in DEA with an application to American banks; a relational network model to take the operations of individual periods into account in measuring efficiencies; how the efficient frontier methods DEA and stochastic frontier analysis (SFA) can be used synergistically; and how to integrate DEA and multidimensional scaling. In other chapters, authors construct a dynamic three-stage network DEA model; a bootstrapping based methodology to evaluate returns to scale and convexity assumptions in DEA; hybridizing DEA and cooperative games; using DEA to represent the production technology and directional distance functions to measure band performance; an input-specific Luenberger energy and environmental productivity indicator; and the issue of reference set by differentiating between the uniquely found reference set and the unary and maximal types of the reference set. Finally, additional chapters evaluate and compare the technological advancement observed in different hybrid electric vehicles (HEV) market segments over the past 15 years; radial measurement of efficiency for the production process possessing multi-components under different production technologies; issues around the use of accounting information in DEA; how to use DEA environmental assessment to establish corporate sustainability; a summary of research efforts on DEA environmental assessment applied to energy in the last 30 years; and an overview of DEA and how it can be utilized alone and with other techniques to investigate corporate environmental sustainability questions.




Data Envelopment Analysis


Book Description

This handbook compiles state-of-the-art empirical studies and applications using Data Envelopment Analysis (DEA). It includes a collection of 18 chapters written by DEA experts. Chapter 1 examines the performance of CEOs of U.S. banks and thrifts. Chapter 2 describes the network operational structure of transportation organizations and the relative network data envelopment analysis model. Chapter 3 demonstrates how to use different types of DEA models to compute total-factor energy efficiency scores with an application to energy efficiency. In chapter 4, the authors explore the impact of incorporating customers' willingness to pay for service quality in benchmarking models on cost efficiency of distribution networks, and chapter 5 provides a brief review of previous applications of DEA to the professional baseball industry, followed by two detailed applications to Major League Baseball. Chapter 6 examines efficiency and productivity of U.S. property-liability (P-L) insurers using DEA, while chapter 7 presents a two-stage network DEA model that decomposes the overall efficiency of a decision-making unit into two components. Chapter 8 presents a review of the literature of DEA models for the perfoemance assessment of mutual funds, and chapter 9 discusses the management strategies formulation of the international tourist hotel industry in Taiwan. Chapter 10 presents a novel use of the two-stage network DEA to evaluate sustainable product design performances. In chapter 11 authors highlight limitations of some DEA environmental efficiency models, and chapter 12 reviews applications of DEA in secondary and tertiary education. Chapter 13 measures the relative performance of New York State school districts in the 2011-2012 academic year. Chapter 14 provides an introductory prelude to chapters 15 and 16, which both provide detailed applications of DEA in marketing. Chapter 17 then shows how to decompose a new total factor productivity index that satisfies all economically-relevant axioms from index theory with an application to U.S. agriculture. Finally, chapter 18 presents a unique study that conducts a DEA research front analysis, applying a network clustering method to group the DEA literature over the period 2000 to 2014.




Handbook on Data Envelopment Analysis


Book Description

This Handbook has been developed as a comprehensive reference for researchers, students and practitioners. It reflects the state-of-the-art in Data Envelopment Analysis. It also represents a milestone in the progression of a continuously advancing methodology. which has extensive utility. Written by experts - who are the major research contributors to the topics covered - the Handbook is organized in three sections. The first section is a comprehensive examination of the basic DEA models and DEA extensions. The second section consists of a collection of coverages by persons experienced in applications to the areas of banking, education, sports, retailing, health care, etc. The final section is a review of current DEA software technology.




Handbook of Research on Global Aspects of Sustainable Finance in Times of Crises


Book Description

Sustainable finance has been one of the emerging areas of finance in the last decade. With its emphasis on any form of financial services that take environmental, social and governance (ESG) considerations into account in decision-making processes, it can help to improve social well-being, preserve the ecosystems and promote sustainable economic development. Furthermore, it can contribute to economic and financial resilience, along with enabling sustainable recovery against crises arising from physical or financial shocks. The Handbook of Research on Global Aspects of Sustainable Finance in Times of Crises discusses theory and concepts, focuses on practices and strategies, addresses the recent challenges and trends, and presents future prospects regarding sustainable finance. It provides a global look at sustainable finance in a variety of contexts, along with highlighting contemporary issues in light of crises such as the climate emergency and the COVID-19 pandemic. Covering a wide range of topics such as climate finance, green finance, social finance, ESG investing and responsible banking, the book is ideal for corporate managers, portfolio managers, investors, financial analysts, researchers, academicians, students and policymakers.




Handbook of Research on Strategic Performance Management and Measurement Using Data Envelopment Analysis


Book Description

Organizations can use the valuable tool of data envelopment analysis (DEA) to make informed decisions on developing successful strategies, setting specific goals, and identifying underperforming activities to improve the output or outcome of performance measurement. 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. These recently developed theories and applications of DEA will be useful for policymakers, managers, and practitioners in the areas of sustainable development of our society including environment, agriculture, finance, and higher education sectors.




Handbook of Research on Management Techniques and Sustainability Strategies for Handling Disruptive Situations in Corporate Settings


Book Description

Faced with chaotic environments, it is not possible to make totally efficient forecasts, especially when it is necessary to analyze events with multiple variables and micro, small, and medium enterprises (MSMEs) constantly face events that escape the laws of the market. The handling that has been given to the crisis caused by the coronavirus has been trial and error, and the economic, social, and environmental results remain to be seen. The markets and the world are chaotic. With the markets in chaos due to the COVID-19 pandemic, it is important to look at the methods used in these environments to promote business success. The Handbook of Research on Management Techniques and Sustainability Strategies for Handling Disruptive Situations in Corporate Settings elaborates on the skills, techniques, and tools that are more useful for these environments and identifies what makes companies that work well in organizational chaos and in chaotic economic environments perform better than companies that are well organized. Covering topics such as strategic management, multidimensional chaos approach, and the global unstable market, this book is essential for managers, executives, academicians, policymakers, entrepreneurs, researchers, undergraduate and graduate business students, and any person interested in state-of-the-art business issues.




Environmental Assessment on Energy and Sustainability by Data Envelopment Analysis


Book Description

Introduces a bold, new model for energy industry pollution prevention and sustainable growth Balancing industrial pollution prevention with economic growth is one of the knottiest problems faced by industry today. This book introduces a novel approach to using data envelopment analysis (DEA) as a powerful tool for achieving that balance in the energy industries—the world’s largest producers of greenhouse gases. It describes a rigorous framework that integrates elements of the social sciences, corporate strategy, regional economics, energy economics, and environmental policy, and delivers a methodology and a set of strategies for promoting green innovation while solving key managerial challenges to greenhouse gas reduction and business growth. In writing this book the authors have drawn upon their pioneering work and considerable experience in the field to develop an unconventional, holistic approach to using DEA to assess key aspects of sustainability development. The book is divided into two sections, the first of which lays out a conventional framework of DEA as the basis for new research directions. In the second section, the authors delve into conceptual and methodological extensions of conventional DEA for solving problems of environmental assessment in all contemporary energy industry sectors. Introduces a powerful new approach to using DEA to achieve pollution prevention, sustainability, and business growth Covers the fundamentals of DEA, including theory, statistical models, and practical issues of conventional applications of DEA Explores new statistical modeling strategies and explores their economic and business implications Examines applications of DEA to environmental analysis across the complete range of energy industries, including coal, petroleum, shale gas, nuclear energy, renewables, and more Summarizes important studies and nearly 800 peer reviewed articles on energy, the environment, and sustainability Environmental Assessment on Energy and Sustainability by Data Envelopment Analysis is must-reading for researchers, academics, graduate students, and practitioners in the energy industries, as well as government officials and policymakers tasked with regulating the environmental impacts of industrial pollution.




Routledge Handbook of Social and Sustainable Finance


Book Description

Routledge Handbook of Social and Sustainable Finance brings together an international cast of leading authorities to map out and display the disparate voices, traditions and professional communities engaged in social finance activity. With a clear societal or environmental mission, foundations, individual and group investors, as well as public bodies around the world have become increasingly eager to finance and support innovative forms of doing business. Together, founders and established businesses alike are embracing new sustainable business models with a distinct stakeholder approach to tackle social or environmental problems in what they see as a failed economic system in crisis. As a result, the topic of social and sustainable finance is at the forefront of financial economic thought. This Handbook is divided up into three parts. The first, "The Landscape of Social and Sustainable Finance and Investments", comprises of chapters from a multitude of perspectives in an effort to grasp the entirety of the landscape. The second, "Challenges, Suggestions, Critiques and Debates", focuses on areas ranging from sociological underpinnings to critical takes on markets, and the identification of specialized business models. Amongst ethical considerations, topics include the scaling of impact, an analysis of sustainability as risk prevention and comparative analyses of various methods of justification and measurement. In the third and final section, "Markets and Institutions", contributions range from various perspectives on sustainable banking to environmental marketplaces, and finally on to practical cases and country specific observations. This volume is essential reading for both academics and students in economics and finance. It is also of interest to those who study environmental economics, microeconomics and banking.