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The State and Metropolitan Area Data Book is the continuation of the U.S. Census Bureau's discontinued publication. It is a convenient summary of statistics on the social and economic structure of the states, metropolitan areas, and micropolitan areas in the United States. It is designed to serve as a statistical reference and guide to other data publications and sources.

This new edition features more than 1,500 data items from a variety of sources. It covers many key topical areas including population, birth and death rates, health coverage, school enrollment, crime rates, income and housing, employment, transportation, and government.

The metropolitan area information is based on the latest set of definitions of metropolitan and micropolitan areas including:

a complete listing and data for all states, metropolitan areas, including micropolitan areas, and their component counties2010 census counts and more recent population estimates for all areasresults of the 2016 national and state electionsexpanded vital statistics, communication, and criminal justice datadata on migration and commuting habitsAmerican Community Survey 1- and 3-year estimatesdata on health insurance and housing and finance mattersaccurate and helpful citations to allow the user to directly consult the sourcesource notes and explanationsA guide to state statistical abstracts and state information
Economic development officials, regional planners, urban researchers, college students, and data users can easily see the trends and changes affecting the nation today.

Sustainable development is the most important challenge facing humanity in the 21^st century. The global economic growth in the recent past has indeed exhibited marked progress in many countries. Nevertheless, the issues of income disparity, poverty, gender gaps, and malnutrition are not uncommon in the global landscape, in spite of the upward growth of the economy and technological advances. This grim picture is further exacerbated by our growing human population, unmindful resource use, ever-increasing consumption trends, and changing climate. In order to protect humanity and preserve the planet, the United Nations issued the "2030 agenda for sustainable development," which includes but is not limited to sustainable production and consumption practices, e.g. in a sustainable bioeconomy. The hallmark of the sustainable bioeconomy is a paradigm shift from a fossil-fuel-based economy to a biological-based one, which is driven by the virtues of sustainability, efficient utilization of resources, and "circular economy." As the sustainable bioeconomy is based on the efficient utilization of biological resources and societal transformations, it holds the immense potential to achieve the UN's Sustainable Development Goals. This book shares valuable insights into the linkages between the sustainable bioeconomy and Sustainable Development Goals, making it an essential read for policymakers, researchers and students of environmental studies.

Southern Europe has significantly changed over the last decades. At a regional level, key issues such as local and regional governance, sustainability, and preservation of heritage have presided as prime directives within the umbrella of the European Union. The recession had devastating consequences on the perception and the economies of southern Europe. However, the resilience and capacity of southern Europe to reinvent itself have been shown over the last decade. Southern Europe has since antiquity been a cradle of invention, innovation, and regional development, that under adequate and visionary governance may bring a growing engine towards sustainability.

This book features 13 Japanese entrepreneurs who made a significant contribution to the development of society from 1868, when modernization in Japan began, to the 1950s, after World War II. They worked on solving social issues at the time through their businesses and succeeded in creating social value by solving social issues and economic value through the development of their businesses.

The business philosophies they practiced have been passed on to their successors, and the companies they founded are now providing value to consumers around the world. Those 13 entrepreneurs anticipated the integration of solving social issues into corporate management, which modern companies are expected to realize under the umbrella of the Sustainable Development Goals (SDGs) adopted by United Nations in 2015. Their trajectories provide a wealth of practical knowledge necessary to survive in a changing society and provide many valuable lessons for modern companies and their managers.

This book provides the theoretical and analytical background critical to understand the process of economic development and growth at the beginning of the 21^st century. This book adopts an interdisciplinary approach, using concepts borrowed from related disciplines such as politics, anthropology, psychology, business, and more. The core theme of this book is the argument that different theoretical approaches constitute excellent creative contributions, the study of which is necessary for a complete understanding of development and growth. Thus, this book stands out for its theoretical pluralistic character. The first part of the book provides an introduction to essential methodology terms for the theory of economic development and growth, while the second part outlines important concepts of economic behavior. Part three focuses on the sources of economic growth and their evolution throughout history, and pays special attention to the main theories related to economic growth as well as to the growth and development implications of Covid-19. The book ends with an analysis of international financial architecture and the consolidated financial transaction framework.

Offers a valuable resource for scholars, teachers, students, and nonprofit practitioners interested in understanding nonprofit work from a communication perspective

This sophisticated yet accessible book explores the dynamics of organizational communication in the context of nonprofit work. It delves deeply into the subjects of communication and social construction and develops several key subject areas and issues including leadership, management, and governance; the marketization of nonprofit work; collaboration and organizational partnerships; meaningful labor; and international nonprofit work.

Understanding Nonprofit Work: A Communication Perspective is the first resource to bring together the considerable and voluminous amount of communication scholarship and nonprofit research available in academia. Moving beyond the simplistic notion of communication as merely the transmission of information, it instead develops a more insightful approach to nonprofit work based on the concept of communication as social construction, explaining the implications and applications of this distinct communication perspective in ways that will benefit both communication scholars and nonprofit practitioners. Additionally, this book:

• Brings together a wealth of information in communication theory and nonprofit organizations in a thoughtful, approachable style
• Demonstrates the application and utility of a communication perspective across several key aspects of nonprofit work
• Written by two well-known scholars in the field with considerable experience in nonprofit work-teaching, research, volunteering, consulting, and board membership

Understanding Nonprofit Work is an ideal book for advanced undergraduate and graduate level students in courses on nonprofit work, or broader classes on organizational communication and public administration that have units on the nonprofit sector. This book is also perfect for nonprofit professionals looking to develop a more sophisticated and insightful approach to their work.

Covers the latest developments in direction dependence research

Direction Dependence in Statistical Modeling: Methods of Analysis incorporates the latest research for the statistical analysis of hypotheses that are compatible with the causal direction of dependence of variable relations. Having particular application in the fields of neuroscience, clinical psychology, developmental psychology, educational psychology, and epidemiology, direction dependence methods have attracted growing attention due to their potential to help decide which of two competing statistical models is more likely to reflect the correct causal flow.

The book covers several topics in-depth, including:

• A demonstration of the importance of methods for the analysis of direction dependence hypotheses
• A presentation of the development of methods for direction dependence analysis together with recent novel, unpublished software implementations
• A review of methods of direction dependence following the copula-based tradition of Sungur and Kim
• A presentation of extensions of direction dependence methods to the domain of categorical data
• An overview of algorithms for causal structure learning

The book's fourteen chapters include a discussion of the use of custom dialogs and macros in SPSS to make direction dependence analysis accessible to empirical researchers.

Beyond Multiple Linear Regression: Applied Generalized Linear Models and Multilevel Models in R is designed for undergraduate students who have successfully completed a multiple linear regression course, helping them develop an expanded modeling toolkit that includes non-normal responses and correlated structure. Even though there is no mathematical prerequisite, the authors still introduce fairly sophisticated topics such as likelihood theory, zero-inflated Poisson, and parametric bootstrapping in an intuitive and applied manner. The case studies and exercises feature real data and real research questions; thus, most of the data in the textbook comes from collaborative research conducted by the authors and their students, or from student projects. Every chapter features a variety of conceptual exercises, guided exercises, and open-ended exercises using real data. After working through this material, students will develop an expanded toolkit and a greater appreciation for the wider world of data and statistical modeling.

A solutions manual for all exercises is available to qualified instructors at the book's website at www.routledge.com, and data sets and Rmd files for all case studies and exercises are available at the authors' GitHub repo (https://github.com/proback/BeyondMLR)

This book presents a consistent and complete framework for studying the risk management of a pension fund. It gives the reader the opportunity to understand, replicate and widen the analysis. To this aim, the book provides all the tools for computing the optimal asset allocation in a dynamic framework where the financial horizon is stochastic (longevity risk) and the investor's wealth is not self-financed. This tutorial enables the reader to replicate all the results presented. The R codes are provided alongside the presentation of the theoretical framework. The book explains and discusses the problem of hedging longevity risk even in an incomplete market, though strong theoretical results about an incomplete framework are still lacking and the problem is still being discussed in most recent literature.

This book presents a selection of peer-reviewed contributions on the latest advances in time series analysis, presented at the International Conference on Time Series and Forecasting (ITISE 2019), held in Granada, Spain, on September 25-27, 2019. The first two parts of the book present theoretical contributions on statistical and advanced mathematical methods, and on econometric models, financial forecasting and risk analysis. The remaining four parts include practical contributions on time series analysis in energy; complex/big data time series and forecasting; time series analysis with computational intelligence; and time series analysis and prediction for other real-world problems. Given this mix of topics, readers will acquire a more comprehensive perspective on the field of time series analysis and forecasting.

The ITISE conference series provides a forum for scientists, engineers, educators and students to discuss the latest advances and implementations in the foundations, theory, models and applications of time series analysis and forecasting. It focuses on interdisciplinary research encompassing computer science, mathematics, statistics and econometrics.

This is a concise, easy to use, step-by-step guide for applied researchers conducting exploratory factor analysis (EFA) using the open source software R.

In this book, Dr. Watkins systematically reviews each decision step in EFA with screen shots of R and RStudio code, and recommends evidence-based best practice procedures. This is an eminently applied, practical approach with few or no formulas and is aimed at readers with little to no mathematical background. Dr. Watkins maintains an accessible tone throughout and uses minimal jargon and formula to help facilitate grasp of the key issues users will face while applying EFA, along with how to implement, interpret, and report results. Copious scholarly references and quotations are included to support the reader in responding to editorial reviews.

This is a valuable resource for upper-level undergraduate and postgraduate students, as well as for more experienced researchers undertaking multivariate or structure equation modeling courses across the behavioral, medical, and social sciences.

Circular economy principles are driving to overcome the challenges of today's linear take-make-dispose production and consumption patterns through keeping the value of products, materials, and resources circulating in the economy as long as possible.

This book takes a wide-ranging and non-dogmatic view of SDG12, tackling various approaches as to how production and consumption can provide for human well-being while minimizing destructive effects on the biophysical environment.

With chapters focusing on circular economies, product accounting systems, and sustainable procurement, this volume presents technical information in an accessible way and provides a much-needed overview of activity and approaches to achieving the development goal.

The authors provide a thorough understanding of the history and effectiveness of SDG 12 by juxtaposing competing theories of sustainable production and consumption, from critics who advocate a "degrowth" agenda to explicitly neo- liberal approaches. They also examine the underlying contradictions in these theories and the degree to which these competing approaches can complement one another.

'Pop-up' is a fully-fledged, new urbanism. Celebrated as a flexible and exciting new form of place making, pop-up culture includes temporary or nomadic sites such as cinemas, container malls, supper clubs, even pop-up housing and is now ubiquitous in cities across the world. But what are the stakes of the 'pop-up' city?

Traversing a wealth of fascinating case studies, Rebranding Precarity shows how pop-up works to rebrand insecurity and encourages us to embrace precarity as the new normal. Revealing how urban crisis has particular temporal and spatial characteristics, defined by uncertainty, instability, fractures and gaps, it illuminates how those markers of crisis have been optimistically reimagined over the last few years, through an examination of seven logics that rebrand insecurity including within housing, labour economies and gentrifying areas. In doing so, it paints a frightening picture of how crisis conditions have become not just accepted, but are in fact desired, in today's metropolis.

As the world faces extreme economic, environmental and political crises, this bold and accessible Advanced Introduction argues for a future-facing approach to the creative economy and creative innovation. The book analyses contemporary and historical arts and culture whilst assessing historical shifts from national to global cultures; analogue to digital technologies; and individualist to systems thinking.

Key features include:

• A new approach to the creative industries based on complex systems and evolutionary dynamics
• Combining humanities-based analysis with economics of innovation
• A critique of important theorists and intellectual traditions involved in the study of modern mediated creativity
• Reconceptualizing arts, copyright, cities, time, global media and social agency
• A thought-provoking reassessment of modernity to pivot creative enterprise for the challenges of the Anthropocene era.

Scholars and students of media and communications studies, political economy and economics will benefit from the new approach to creative media and culture, and its proposals to rethink the economics of creativity and innovation. This book will be a helpful guide for policy-makers, consultants and freelancers who work across the borderlines of art, media, technology, business and regulation.

Climate scientists have determined that we must act now to prevent an irreversible and catastrophic climatic tipping point, beyond which neither our own nor many other species can be assumed likely to survive. On the way to that bleak ending, moreover, extreme socio-economic injustice and associated political breakdown-now well underway in nations already hard-hit by environmental crisis-can be expected to hasten as well.

The time has thus come to plan carefully, thoroughly, and on a scale commensurate with the crisis we face. This book, written by one of the key architects of the Green New Deal and prefaced by Representative Alexandria Ocasio-Cortez's former Chief of Staff, indicates how to structure Green New Deal finance in a manner that advances the cross-cutting goals of maximum financial and economic inclusion, maximally democratic decision-making, and an appropriate division of roles both among all levels of government and among public and private sector decision-makers.

Integrating into one complete and coherent financial architecture such bold ideas as a 'People's Fed,' an interdepartmental National Investment Council, integrated state and regional public banks, a Democratic Digital Dollar and digital Taxpayer Savings and Transaction Accounts made part of the monetary policy transmission belt, and an economy-wide Price Stabilization Fund, this book is critical reading for policymakers and citizens looking for a fresh path forward towards a revived and sustainable, progressive and productive America.

Creativity loosely refers to activities in the visual arts, music, design, film and performance that are primarily intended to produce forms of affect and social meaning. Yet, over the last few decades, creativity has also been explicitly mobilized by governments around the world as a 'resource' for achieving economic growth. The creative economy discourse emphasizes individuality, innovation, self-fulfillment, career advancement and the idea of leading exciting lives as remedies to social alienation. This book critically assesses that discourse, and explores how political shifts and new theoretical frameworks are affecting the creative economy in various parts of the world at a time when creative industries are becoming increasingly 'industrialized.' Further, it highlights how work inequalities, oligopolistic strategies, competitive logics and unsustainable models are inherent weaknesses of the industrial model of creativity. The interdisciplinary contributions presented here address the operationalization of creative practices in a variety of geographical contexts, ranging from the UK, France and Russia, to Greece, Argentina and Italy, and examine issues concerning art biennials, museums, DIY cultures, technologies, creative writing, copyright laws, ideological formations, craft production and creative co-ops.

This book addresses the role of public policy in regulating the autonomous artificial intelligence and related civil liability for damage caused by the robots (and any form of artificial intelligence). It is a very timely book, focusing on the consequences of judgment proofness of autonomous decision-making on tort law, risk and safety regulation, and the incentives stemming from these. This book is extremely important as regulatory endeavours concerning AI are in their infancy at most, whereas the industry's development is continuing in a strong way. It is an important scientific contribution that will bring scientific objectivity to a, to date, very one-sided academic treatment of legal scholarship on AI.

Capitalism and the Commons focuses on the political and social perspectives that commons offer, how they are appropriated or suppressed by capital and state, and how social initiatives and movements contest these dynamics or build their struggles on commoning.

The volume comprises theoretical and empirical approaches that engage with three main themes: conceptualizing the commons, analyzing practices of commoning, and exploring commons politics. In their contributions, the authors focus on the development of anti-capitalist commons and explore the issue of practice and politics through case studies from Colombia, the Democratic Republic of Congo, South Africa, and Africa more broadly, Austria, Germany and South Korea, ranging from peri-urban and rural agriculture to urban commons and how they manifest in the Global South as well as in the Global North. The book engages with different discourses on the commons in regard to their relevance for social change and thereby reinvigorates the political meaning of the commons. It provides an original and important approach to the topic in terms of conceptualization, detailing diverse empirical realities, and analyzing potential perspectives. In so doing, the book transcends narrow disciplinary boundaries and expands the focus to the global.

Providing a fresh perspective on the commons as a decisive component of alternatives, this title will be relevant to scholars and students of resource management, social movements, and sustainable development more broadly.