Introduction.Big data for twenty-first-century economic statistics: the future is now /Katharine G. Abraham, Ron S. Jarmin, Brian C. Moyer, and Matthew D. Shapiro --Toward comprehensive use of big data in economic statistics.Reengineering key national economic indicators /Gabriel Ehrlich, John Haltiwanger, Ron S. Jarmin, David Johnson, and Matthew D. Shapiro ;Big data in the US consumer price index: experiences and plans /Crystal G. Konny, Brendan K. Williams, and David M. Friedman ;Improving retail trade data products using alternative data sources /Rebecca J. Hutchinson ;From transaction data to economic statistics: constructing real-time, high-frequency, geographic measures of consumer spending /Aditya Aladangady, Shifrah Aron-Dine, Wendy Dunn, Laura Feiveson, Paul Lengermann, and Claudia Sahm ;Improving the accuracy of economic measurement with multiple data sources: the case of payroll employment data /Tomaz Cajner, Leland D. Crane, Ryan A. Decker, Adrian Hamins-Puertolas, and Christopher Kurz --Uses of big data for classification.Transforming naturally occurring text data into economic statistics: the case of online job vacancy postings /Arthur Turrell, Bradley Speigner, Jyldyz Djumalieva, David Copple, and James Thurgood ;Automating response evaluation for franchising questions on the 2017 economic census /Joseph Staudt, Yifang Wei, Lisa Singh, Shawn Klimek, J. Bradford Jensen, and Andrew Baer ;Using public data to generate industrial classification codes /John Cuffe, Sudip Bhattacharjee, Ugochukwu Etudo, Justin C. Smith, Nevada Basdeo, Nathaniel Burbank, and Shawn R. Roberts --Uses of big data for sectoral measurement.Nowcasting the local economy: using Yelp data to measure economic activity /Edward L. Glaeser, Hyunjin Kim, and Michael Luca ;Unit values for import and export price indexes: a proof of concept /Don A. Fast and Susan E. Fleck ;Quantifying productivity growth in the delivery of important episodes of care within the Medicare program using insurance claims and administrative data /John A. Romley, Abe Dunn, Dana Goldman, and Neeraj Sood ;Valuing housing services in the era of big data: a user cost approach leveraging Zillow microdata /Marina Gindelsky, Jeremy G. Moulton, and Scott A. Wentland --Methodological challenges and advances.Off to the races: a comparison of machine learning and alternative data for predicting economic indicators /Jeffrey C. Chen, Abe Dunn, Kyle Hood, Alexander Driessen, and Andrea Batch ;A machine learning analysis of seasonal and cyclical sales in weekly scanner data /Rishab Guha and Serena Ng ;Estimating the benefits of new products /W. Erwin Diewert and Robert C. Feenstra.

What are the grand dynamics that drive the accumulation and distribution of capital? Questions about the long-term evolution of inequality, the concentration of wealth, and the prospects for economic growth lie at the heart of political economy. But satisfactory answers have been hard to find for lack of adequate data and clear guiding theories. In this work the author analyzes a unique collection of data from twenty countries, ranging as far back as the eighteenth century, to uncover key economic and social patterns. His findings transform debate and set the agenda for the next generation of thought about wealth and inequality. He shows that modern economic growth and the diffusion of knowledge have allowed us to avoid inequalities on the apocalyptic scale predicted by Karl Marx. But we have not modified the deep structures of capital and inequality as much as we thought in the optimistic decades following World War II. The main driver of inequality--the tendency of returns on capital to exceed the rate of economic growth--today threatens to generate extreme inequalities that stir discontent and undermine democratic values if political action is not taken. But economic trends are not acts of God. Political action has curbed dangerous inequalities in the past, the author says, and may do so again. This original work reorients our understanding of economic history and confronts us with sobering lessons for today.

Helps readers to grasp the revolutionary nature of the current economic transition and to sense the power being unleashed by today’s and tomorrow’s vast technological advances.

Winner of the first Paul A. Baran-Paul M. Sweezy Memorial Award for an original monograph concerned with the political economy of imperialism, John Smith's Imperialism in the Twenty-First Century is a seminal examination of the relationship between the core capitalist countries and the rest of the world in the age of neoliberal globalization.Deploying a sophisticated Marxist methodology, Smith begins by tracing the production of certain iconic commodities-the T-shirt, the cup of coffee, and the iPhone-and demonstrates how these generate enormous outflows of money from the countries of the Global South to transnational corporations headquartered in the core capitalist nations of the Global North. From there, Smith draws on his empirical findings to powerfully theorize the current shape of imperialism. He argues that the core capitalist countries need no longer rely on military force and colonialism (although these still occur) but increasingly are able to extract profits from workers in the Global South through market mechanisms and, by aggressively favoring places with lower wages, the phenomenon of labor arbitrage. Meticulously researched and forcefully argued, Imperialism in the Twenty-First Century is a major contribution to the theorization and critique of global capitalism.

A comprehensive, accessible guide to understanding today's global economy, from the author of the bestselling A Beginner's Guide to the World Economy. While reporting on today's world, business and mainstream media alike use terms and mention trends that even the savviest consumer may find baffling. In his latest book, Randy Charles Epping uses compelling narratives and insightful analogies to clearly and concisely explain the rapidly changing way business is done in the twenty-first century, without a single chart or graph. Epping defines key ideas and commonly used words and phrases like carbon footprint, WTO, economy of scale, NAFTA, and outsourcing. He also illustrates how central banks help navigate global crises and drive the global economy, discusses the benefits of Green Economics, shows how trade wars can be avoided, and explains the virtual economy, where multimillion dollar transactions take place in the blink of an eye. Complete with 89 easy-to-master tools for surviving and thriving in the new global marketplace and an extensive glossary, The 21st Century Economy: A Beginner's Guide is essential reading for anyone interested in understanding the complex economy of the world in which we live.

The brilliant creator of NPR's Planet Money podcast and award-winning New Yorker staff writer explains our current economy: laying out its internal logic and revealing the transformative hope it offers for millions of people to thrive as they never have before. Contrary to what you may have heard, the middle class is not dying and robots are not stealing our jobs. In fact, writes Adam Davidson—one of our leading public voices on economic issues—the twenty-first-century economic paradigm offers new ways of making money, fresh paths toward professional fulfillment, and unprecedented opportunities for curious, ambitious individuals to combine the things they love with their careers. Drawing on the stories of average people doing exactly this—an accountant overturning his industry, a sweatshop owner's daughter fighting for better working conditions, an Amish craftsman meeting the technological needs of Amish farmers—as well as the latest academic research, Davidson shows us how the twentieth-century economy of scale has given way in this century to an economy of passion. He makes clear, too, that though the adjustment has brought measures of dislocation, confusion, and even panic, these are most often the result of a lack of understanding. The Passion Economy delineates the ground rules of the new economy, and armed with these, we begin to see how we can succeed in it according to its own terms—intimacy, insight, attention, automation, and, of course, passion. An indispensable road map and a refreshingly optimistic take on our economic future.

Examining the crucial topic of race relations, this book explores the economic and social environments that play a significant role in determining economic outcomes and why racial disparities persist. With contributions from a range of international contributors including Edward Wolff and Catherine Weinberger, the book compares how various racial g