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Statistical thinking is a way of understanding a complex world by describing it in relatively simple terms that nonetheless capture essential aspects of its structure, and that also provide us some idea of how uncertain we are about our knowledge. The foundations of statistical thinking come primarily from mathematics and statistics, but also from computer science, psychology, and other fields of study.
- Subjects:
- Psychology and Statistics and Research Methods
- Keywords:
- R (Computer program language) Psychology -- Statistical methods Information visualization Textbooks
- Resource Type:
- e-book
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e-book
Introducing public health ethics poses two special challenges. First, it is a relatively new field that combines public health and practical ethics. Its unfamiliarity requires considerable explanation, yet its scope and emergent qualities make delineation difficult. Moreover, while the early development of public health ethics occurred in a western context, its reach, like public health itself, has become global. A second challenge, then, is to articulate an approach specific enough to provide clear guidance yet sufficiently flexible and encompassing to adapt to global contexts. Broadly speaking, public health ethics helps guide practical decisions affecting population or community health based on scientific evidence and in accordance with accepted values and standards of right and wrong. In these ways, public health ethics builds on its parent disciplines of public health and ethics. This dual inheritance plays out in the definition the U.S. Centers for Disease Control and Prevention (CDC) offers of public health ethics: “A systematic process to clarify, prioritize, and justify possible courses of public health action based on ethical principles, values and beliefs of stakeholders, and scientific and other information” (CDC 2011). Public health ethics shares with other fields of practical and professional ethics both the general theories of ethics and a common store of ethical principles, values, and beliefs. It differs from these other fields largely in the nature of challenges that public health officials typically encounter and in the ethical frameworks it employs to address these challenges. Frameworks provide methodical approaches or procedures that tailor general ethical theories, principles, values, and beliefs to the specific ethical challenges that arise in a particular field. Although no framework is definitive, many are useful, and some are especially effective in particular contexts. This chapter will conclude by setting forth a straightforward, stepwise ethics framework that provides a tool for analyzing the cases in this volume and, more importantly, one that public health practitioners have found useful in a range of contexts. For a public health practitioner, knowing how to employ an ethics framework to address a range of ethical challenges in public health—a know-how that depends on practice—is the ultimate take-home message.
- Subjects:
- Public Health
- Keywords:
- Public health -- Moral ethical aspects Textbooks
- Resource Type:
- e-book
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e-book
The issue of sustainability and specifically sustainable business is of increasing interest and importance to students of business and also students in the sciences, government, public policy, planning and other fields. There can be significant benefits from students learning about sustainable business from the rich experiences of business practice. The Sustainable Business Case Book by Gittell, Magnusson and Merenda is one of the first of its kind. It combines the the theory of sustainability with key concepts, analytical information and contextual information with a collection of cases which provide insights, perspective and practical guidance on how sustainable businesses operate from different business functional area perspectives. The Sustainable Business Case Book can be used as a stand-alone text or as a supplemental textbook for undergraduate courses that have an interest in sustainable business. While the book's primary focus is on the relationship between business and sustainability, the book can also be used in courses offered in fields other than business, including environmental and earth systems sciences, environmental studies, urban planning, economics and public policy. The first part of The Sustainable Business Case Book, Chapter 1 through Chapter 3, introduces students to the meaning of sustainability, and the practice of sustainable business. The introductory chapters also describe key concepts, analytical frameworks, and contextual information relevant for the understanding of business sustainability. Chapter 1, defines sustainability and describes how and why businesses choose to engage in sustainable practices and how sustainable business practices relate to corporate profitability and social responsibility. Chapters 2 and 3 provide important background and contextual information affecting sustainable business practice. Chapter 2, The Science of Sustainability, reviews scientific evidence about climate change and the human and business influences on climate change. Chapter 3, Sustainability, Public Policy and Business, describes the significant role of government and public policy in sustainability, including setting the rules, regulations and laws that define the market and market opportunities for sustainable business practice. After presenting a framework for understanding business engagement in sustainability and helping your students develop a core background of information on sustainable business seven case studies across the business disciplines illustrating business sustainability practices are presented. At the beginning of each case study chapter Learning Objectives are listed with major sustainable business points and principles that the case will illustrate and illuminate. Each case chapter includes listing of Key Takeaways, Key Terms and Exercises for students. In each case chapter, there are four main areas of focus: Context and motivating interest in sustainability for company; Description of the sustainable business practice and how it was implemented; Results in terms of changes in sales/revenues, costs, profits and competitive positioning from the sustainable business practice; Challenges and opportunities, and future considerations as a result of the company implementing the sustainable business practice.
- Subjects:
- Management
- Keywords:
- Business -- Environmental aspects Sustainable development Textbooks
- Resource Type:
- e-book
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e-book
This book is intended for the Risk Management and Insurance course where Risk Management is emphasized. When we think of large risks, we often think in terms of natural hazards such as hurricanes, earthquakes or tornados. Perhaps man-made disasters come to mind such as the terrorist attacks in the U.S. on September 11, 2001. Typically we have overlooked financial crises, such as the credit crisis of 2008. However, these types of man-made disasters have the potential to devastate the global marketplace. Losses in multiple trillions of dollars and in much human suffering and insecurity are already being totaled, and the global financial markets are collapsing as never before seen. We can attribute the 2008 collapse to financially risky behavior of a magnitude never before experienced. The 2008 U.S. credit markets were a financial house of cards. A basic lack of risk management (and regulators' inattention or inability to control these overt failures) lay at the heart of the global credit crisis. This crisis started with lack of improperly underwritten mortgages and excessive debt. Companies depend on loans and lines of credit to conduct their routine business. If such credit lines dry up, production slows down and brings the global economy to the brink of deep recession—or even depression. The snowballing effect of this failure to manage the risk associated with providing mortgage loans to unqualified home buyers have been profound, indeed. When the mortgages failed because of greater risk- taking on the Street, the entire house of cards collapsed. Probably no other risk-related event has had, and will continue to have, as profound an impact world wide as this risk management failure. How was risk in this situation so badly managed? What could firms and individuals have done to protect themselves? How can government measure such risks (beforehand) to regulate and control them? These and other questions come to mind when we contemplate the consequences of this risk management fiasco. Standard risk management practice would have identified sub-prime mortgages and their bundling into mortgage-backed-securities as high risk. People would have avoided these investments or would have put enough money into reserve to be able to withstand defaults. This did not happen. Accordingly, this book may represent one of the most critical topics of study that the student of the 21st century could ever undertake. Risk management will be a major focal point of business and societal decision—making in the 21st century. A separate focused field of study, it draws on core knowledge bases from law, engineering, finance, economics, medicine, psychology, accounting, mathematics, statistics and other fields to create a holistic decision-making framework that is sustainable and value- enhancing. This is the subject of this book.
- Subjects:
- Management
- Keywords:
- Risk management Risk (Insurance) Textbooks
- Resource Type:
- e-book