More than 300 years ago, Isaac Newton created a mathematical model of the solar system that predicted the existence of a yet unknown planet: Neptune. Today, driven by the digital revolution, modern scientists are creating complex models of society itself to shed light on topics as far-ranging as epidemic outbreaks and economic growth. But how do these scientists gather and interpret their data? How accurate are their models? Can we trust the numbers? With a rare background in physics, economics and sociology, the author is able to present an insider’s view of the strengths, weaknesses and dangers of transforming our lives into numbers. After reading this book, you’ll understand how different numerical models work and how they are used in practice. The author begins by exploring several simple, easy-to-understand models that form the basis for more complex simulations. What follows is an exploration of the myriad ways that models have come to describe and define our world, from epidemiology and climate change to urban planning and the world chess championship. Highly engaging and nontechnical, this book will appeal to any readers interested in understanding the links between data and society and how our lives are being increasingly captured in numbers.

This handbook offers a unique approach to the question: How do scholars write the future of global politics? Written in futur antérieur style, around the 200-year anniversary of the birth of International Relations (IR) as an academic discipline, the contributions engage in world-building and imagine different futures of IR. Set in a multiverse, 23 chapters draw on a range of possible themes and imaginaries, for instance post-pandemic conditions, the Anthropocene, and not least academic practices and the role of researchers. A concluding chapter anchors these explorations in contemporary discussions. The book mirrors the format and style of existing handbooks, combining outlines and discussions of theories, structures, processes, and core issues in IR with an academic science fiction account of how these might play out over the course of the next century. In doing so, the book challenges IR and provides alternative imaginaries, rather than predicting future conditions for all humanity. The book invites readers to reflect on how thinking about the future has become an increasingly radical, but more than ever necessary act.

The demand for health information continues to increase, but the ability of health professionals to provide it clearly remains variable. The aim of this book is (1) to summarize and synthesize research on the selection and presentation of data pertinent to public health, and (2) to provide practical suggestions, based on this research summary and synthesis, on how scientists and other public health practitioners can better communicate data to the public, policy makers, and the press in typical real-world situations. Because communication is complex and no one approach works for all audiences, the authors emphasize how to communicate data "better" (and in some instances, contrast this with how to communicate data "worse"), rather than attempting a cookbook approach. The book contains a wealth of case studies and other examples to illustrate major points, and actual situations whenever possible. Key principles and recommendations are summarized at the end of each chapter. This book will stimulate interest among public health practitioners, scholars, and students to more seriously consider ways they can understand and improve communication about data and other types of scientific information with the public, policy makers, and the press. Improved data communication will increase the chances that evidence-based scientific findings can play a greater role in improving the public's health.

Calculus for the Life Sciences is an entire reimagining of the standard calculus sequence with the needs of life science students as the fundamental organizing principle. Those needs, according to the National Academy of Science, include: the mathematical concepts of change, modeling, equilibria and stability, structure of a system, interactions among components, data and measurement, visualization, and algorithms. This book addresses, in a deep and significant way, every concept on that list. The book begins with a primer on modeling in the biological realm and biological modeling is the theme and frame for the entire book. The authors build models of bacterial growth, light penetration through a column of water, and dynamics of a colony of mold in the first few pages. In each case there is actual data that needs fitting. In the case of the mold colony that data is a set of photographs of the colony growing on a ruled sheet of graph paper and the students need to make their own approximations. Fundamental questions about the nature of mathematical modeling—trying to approximate a real-world phenomenon with an equation—are all laid out for the students to wrestle with. The authors have produced a beautifully written introduction to the uses of mathematics in the life sciences. The exposition is crystalline, the problems are overwhelmingly from biology and interesting and rich, and the emphasis on modeling is pervasive. An instructor's manual for this title is available electronically to those instructors who have adopted the textbook for classroom use. Please send email to [email protected] for more information. Online question content and interactive step-by-step tutorials are available for this title in WebAssign. WebAssign is a leading provider of online instructional tools for both faculty and students.

A Mezze of Mathematical Methods is Volume 1 of Science by Simulation. It is a recipe book of mathematical models that can be enlivened by the transmutation of equations into computer code. In this volume, the examples chosen are an eclectic mix of systems and stories rooted in common experience, rather than those normally associated with constrained courses on Physics, Chemistry or Biology which are taught in isolation and susceptible to going out of date in a few years. Rather than a 'what' of Science, this book is aimed at the 'how', readily applied to projects by students and professionals. Written in a friendly style based upon the author's expertise in teaching and pedagogy, this mathematically rigorous book is designed for readers to follow arguments step-by-step with stand-alone chapters which can be read independently. This approach will provide a tangible and readily accessible context for the development of a wide range of interconnected mathematical ideas and computing methods that underpin the practice of Science.

A foundational work on historical and social studies of quantification What accounts for the prestige of quantitative methods? The usual answer is that quantification is desirable in social investigation as a result of its successes in science. Trust in Numbers questions whether such success in the study of stars, molecules, or cells should be an attractive model for research on human societies, and examines why the natural sciences are highly quantitative in the first place. Theodore Porter argues that a better understanding of the attractions of quantification in business, government, and social research brings a fresh perspective to its role in psychology, physics, and medicine. Quantitative rigor is not inherent in science but arises from political and social pressures, and objectivity derives its impetus from cultural contexts. In a new preface, the author sheds light on the current infatuation with quantitative methods, particularly at the intersection of science and bureaucracy.

Today we are witnessing an increased use of data visualization in society. Across domains such as work, education and the news, various forms of graphs, charts and maps are used to explain, convince and tell stories. In an era in which more and more data are produced and circulated digitally, and digital tools make visualization production increasingly accessible, it is important to study the conditions under which such visual texts are generated, disseminated and thought to be of societal benefit. This book is a contribution to the multi-disciplined and multi-faceted conversation concerning the forms, uses and roles of data visualization in society. Do data visualizations do 'good' or 'bad'? Do they promote understanding and engagement, or do they do ideological work, privileging certain views of the world over others? The contributions in the book engage with these core questions from a range of disciplinary perspectives.

Work with data like a pro using this guide that breaks down how to organize, apply, and most importantly, understand what you are analyzing in order to become a true data ninja. From the stock market to genomics laboratories, census figures to marketing email blasts, we are awash with data. But as anyone who has ever opened up a spreadsheet packed with seemingly infinite lines of data knows, numbers aren't enough: we need to know how to make those numbers talk. In The Model Thinker, social scientist Scott E. Page shows us the mathematical, statistical, and computational models—from linear regression to random walks and far beyond—that can turn anyone into a genius. At the core of the book is Page's "many-model paradigm," which shows the reader how to apply multiple models to organize the data, leading to wiser choices, more accurate predictions, and more robust designs. The Model Thinker provides a toolkit for business people, students, scientists, pollsters, and bloggers to make them better, clearer thinkers, able to leverage data and information to their advantage.

Destiny may be written in the stars, but you have the power to shape it. In Pans Script, author Elkie White, offers a treasure trove of vital information about you, your loved ones, and your life, through astrology and numerology, combined. Pans Script guides you to the discovery of your Astro-Number Signature: the governing resonance of your entire energy-field. It paints a multidimensional personal portrait by showing you how to: enact the power and potential within your date of birth and your name apply your birthday number to make headway in life identify your true personality assess the forces shaping your life time your personal cycles appreciate the various types of intelligence, yours and others interpret your personal years within the context of the worlds year correlate numerology and astrology unite your numbers and your horoscope calculate and interpret your Astro-Number Signature explore the implications of your astronumerology for your career-path and relationships Based on careful research and the refinement of formulae from thousands of case studies, Pans Script teaches you about yourself as it reveals your Astronumerological DNA, because to know is to understand.

Journeys through Emerging Adulthood takes the reader on a tour of contemporary transitions to adulthood, reporting on the latest cross-national and cross-cultural research into young adulthood and separating fact from fiction about this important life phase. Alan Reifman shows how today’s youth are taking more time to enter traditional adult roles, and explores the benefits and disadvantages of this gradual emergence into adulthood. This essential textbook navigates the research that reveals the substantial variety in young people’s paths to adulthood. It covers the spectrum of the young adult experience, examining the influence that parents have on their grown children’s progress and identity as adults, and considering the impact of traditional milestones such as higher education, establishing a career, forming romantic relationships and becoming a parent. It examines key topics including mental health in emerging adults and the likelihood of substance abuse, and how young adults might reach out into the community through volunteerism, religious involvement and political activism. Each section includes examples and studies conducted in a range of countries, exploring how the journey to adulthood can vary according to cultural context as well as individual circumstance. The book affirms that while there is great variety in how one transitions to adulthood, there is no correct path, and most people fare well – or even thrive – in adulthood. Featuring end-of-chapter summaries, quizzes and activities, Journeys Through Emerging Adulthood provides an accessible yet comprehensive overview of this significant life stage, connecting fundamental psychological theories with modern social phenomena. Reifman’s text is essential reading for both undergraduate and graduate students of psychology, human development and sociology, as well as students and researchers of any discipline interested in the path to adulthood.