Big Data for Twenty-First-Century Economic Statistics
Big Data for Twenty-First-Century Economic Statistics

Author: Katharine G. Abraham

Publisher: University of Chicago Press

Published: 2022-03-11

Total Pages: 502

ISBN-13: 022680125X

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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.

Alternative Economic Indicators
Alternative Economic Indicators

Author: C. James Hueng

Publisher: W.E. Upjohn Institute

Published: 2020-09-08

Total Pages: 133

ISBN-13: 0880996765

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Policymakers and business practitioners are eager to gain access to reliable information on the state of the economy for timely decision making. More so now than ever. Traditional economic indicators have been criticized for delayed reporting, out-of-date methodology, and neglecting some aspects of the economy. Recent advances in economic theory, econometrics, and information technology have fueled research in building broader, more accurate, and higher-frequency economic indicators. This volume contains contributions from a group of prominent economists who address alternative economic indicators, including indicators in the financial market, indicators for business cycles, and indicators of economic uncertainty.

Global Productivity
Global Productivity

Author: Alistair Dieppe

Publisher: World Bank Publications

Published: 2021-06-09

Total Pages: 552

ISBN-13: 1464816093

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The COVID-19 pandemic struck the global economy after a decade that featured a broad-based slowdown in productivity growth. Global Productivity: Trends, Drivers, and Policies presents the first comprehensive analysis of the evolution and drivers of productivity growth, examines the effects of COVID-19 on productivity, and discusses a wide range of policies needed to rekindle productivity growth. The book also provides a far-reaching data set of multiple measures of productivity for up to 164 advanced economies and emerging market and developing economies, and it introduces a new sectoral database of productivity. The World Bank has created an extraordinary book on productivity, covering a large group of countries and using a wide variety of data sources. There is an emphasis on emerging and developing economies, whereas the prior literature has concentrated on developed economies. The book seeks to understand growth patterns and quantify the role of (among other things) the reallocation of factors, technological change, and the impact of natural disasters, including the COVID-19 pandemic. This book is must-reading for specialists in emerging economies but also provides deep insights for anyone interested in economic growth and productivity. Martin Neil Baily Senior Fellow, The Brookings Institution Former Chair, U.S. President’s Council of Economic Advisers This is an important book at a critical time. As the book notes, global productivity growth had already been slowing prior to the COVID-19 pandemic and collapses with the pandemic. If we want an effective recovery, we have to understand what was driving these long-run trends. The book presents a novel global approach to examining the levels, growth rates, and drivers of productivity growth. For anyone wanting to understand or influence productivity growth, this is an essential read. Nicholas Bloom William D. Eberle Professor of Economics, Stanford University The COVID-19 pandemic hit a global economy that was already struggling with an adverse pre-existing condition—slow productivity growth. This extraordinarily valuable and timely book brings considerable new evidence that shows the broad-based, long-standing nature of the slowdown. It is comprehensive, with an exceptional focus on emerging market and developing economies. Importantly, it shows how severe disasters (of which COVID-19 is just the latest) typically harm productivity. There are no silver bullets, but the book suggests sensible strategies to improve growth prospects. John Fernald Schroders Chaired Professor of European Competitiveness and Reform and Professor of Economics, INSEAD

The Atlas of Economic Complexity
The Atlas of Economic Complexity

Author: Ricardo Hausmann

Publisher: MIT Press

Published: 2014-01-17

Total Pages: 369

ISBN-13: 0262317737

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Maps capture data expressing the economic complexity of countries from Albania to Zimbabwe, offering current economic measures and as well as a guide to achieving prosperity Why do some countries grow and others do not? The authors of The Atlas of Economic Complexity offer readers an explanation based on "Economic Complexity," a measure of a society's productive knowledge. Prosperous societies are those that have the knowledge to make a larger variety of more complex products. The Atlas of Economic Complexity attempts to measure the amount of productive knowledge countries hold and how they can move to accumulate more of it by making more complex products. Through the graphical representation of the "Product Space," the authors are able to identify each country's "adjacent possible," or potential new products, making it easier to find paths to economic diversification and growth. In addition, they argue that a country's economic complexity and its position in the product space are better predictors of economic growth than many other well-known development indicators, including measures of competitiveness, governance, finance, and schooling. Using innovative visualizations, the book locates each country in the product space, provides complexity and growth potential rankings for 128 countries, and offers individual country pages with detailed information about a country's current capabilities and its diversification options. The maps and visualizations included in the Atlas can be used to find more viable paths to greater productive knowledge and prosperity.

The Secrets of Economic Indicators
The Secrets of Economic Indicators

Author: Bernard Baumohl

Publisher: Financial Times/Prentice Hall

Published: 2005

Total Pages: 408

ISBN-13:

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Every day, stocks, bonds, and currencies bounce wildly in response to new economic indicators. Money managers obsess over those statistics, because they provide crucial clues about the future of the economy and the financial markets. Now "you "can use these indicators to make smarter investment decisions, just like the professionals do.You don't need an economics degree, or a CPA... just this easy-to-use book. Former "TIME "Magazine senior economics reporter Bernard Baumohl has done the impossible: he's made economic indicators "fascinating." Using real-world examples and stories, Baumohl illuminates every U.S. and foreign indicator that matters.Where to find them.What they look like. What the insiders know about their track records. And "exactly "how to interpret them. Whether you're an investor, broker, portfolio manager, researcher, journalist, or student, you'll find this book indispensable.Nobody can predict the future with certainty. But "The Secrets of Economic Indicators "will get you as close as humanly possible. What the numbers "really "mean... ...to stocks, bonds, rates, currencies, and you Ahead of the curve: spotting turning points Calling recessions and recoveries in time to profit from them Leading indicators: where's the economy "really "heading Decoding initial unemployment claims, housing starts, the yield curve, and other predictors Beyond the borders Why foreign indicators are increasingly important-and how to use them Making sense of indicators in conflict What to do when the numbers disagree Finding the data Free web resources for the latest economic dataInvestments ""This is the most up-to-date guide to economic indicators and their importance to financial markets in print. For anyone trying to follow the economic data, this should be next to your "computer so that you can understand and find the data on the Internet." David Wyss, Chief Economist, Standard and Poor's ""I find Baumohl's writing fascinating. Just about anyone who's serious about understanding which way the economy is headed will want to read this book. It could be a classic."" Harry Domash, Columnist for MSN Money and Publisher, Winning Investing Newsletter ""Every business person or investor should keep a copy of Baumohl's book close-at-hand. It is great, at long last, to have someone who has eliminated what may have been so perplexing to so many and to have done so with such remarkable clarity."" Hugh Johnson, Chief Investment Officer, First Albany ""Bernie Baumohl has written a "must read" educational and reference book that every individual investor will find indispensable for watching, monitoring, and interpreting the markets."" Allen Sinai, President and Chief Global Economist, Decision Economics, Inc. ""Baumohl has a gift for taking a complicated subject and allowing it to read like a fast-moving novel. I recommend this book if you care about your future finances."" Morris E. Lasky, CEO, Lodging Unlimited, Inc.-manager and consultant for $6 billion in hotel assets; Chairman, Lodging Conference; Chairman, International Hotel Conference ""I think this is an excellent book. It's well written, accessible to a variety of readers, deals with an interesting and important subject, and covers the topic well. It deserves to get a lot of notice and use."" D. Quinn Mills, Alfred J. Weatherhead Jr., Professor of Business Administration, Harvard Business School "The fascinating, plain-English guide to economic indicators: what they mean, and how to use them." "Unemployment. Inflation. Consumer confidence. Retail sales.".. Every morning brings new economic statistics. Which economic indicators really matter? What do they mean for stocks, bonds, interest rates, currencies..."your portfolio?" How can you use them to make faster, smarter investment decisions? Simple, clear, non-technical, friendly, "usable."..the "only "book of its kind! By former renowned "TIME "Magazine economics journalist Bernard Baumohl. (c) Copyright Pearson Education. All rights reserved.

The Economics of Artificial Intelligence
The Economics of Artificial Intelligence

Author: Ajay Agrawal

Publisher: University of Chicago Press

Published: 2024-03-05

Total Pages: 172

ISBN-13: 0226833127

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A timely investigation of the potential economic effects, both realized and unrealized, of artificial intelligence within the United States healthcare system. In sweeping conversations about the impact of artificial intelligence on many sectors of the economy, healthcare has received relatively little attention. Yet it seems unlikely that an industry that represents nearly one-fifth of the economy could escape the efficiency and cost-driven disruptions of AI. The Economics of Artificial Intelligence: Health Care Challenges brings together contributions from health economists, physicians, philosophers, and scholars in law, public health, and machine learning to identify the primary barriers to entry of AI in the healthcare sector. Across original papers and in wide-ranging responses, the contributors analyze barriers of four types: incentives, management, data availability, and regulation. They also suggest that AI has the potential to improve outcomes and lower costs. Understanding both the benefits of and barriers to AI adoption is essential for designing policies that will affect the evolution of the healthcare system.