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.


Labor Statistics Measurement Issues

Labor Statistics Measurement Issues

Author: John Haltiwanger

Publisher: University of Chicago Press

Published: 2007-12-01

Total Pages: 494

ISBN-13: 0226314596

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Rapidly changing technology, the globalization of markets, and the declining role of unions are just some of the factors that have led to dramatic changes in working conditions in the United States. Little attention has been paid to the difficult measurement problems underlying analysis of the labor market. Labor Statistics Measurement Issues helps to fill this gap by exploring key theoretical and practical issues in the measurement of employment, wages, and workplace practices. Some of the chapters in this volume explore the conceptual issues of what is needed, what is known, or what can be learned from existing data, and what needs have not been met by available data sources. Others make innovative uses of existing data to analyze these topics. Also included are papers examining how answers to important questions are affected by alternative measures used and how these can be reconciled. This important and useful book will find a large audience among labor economists and consumers of labor statistics.


The Construction Chart Book

The Construction Chart Book

Author: CPWR--The Center for Construction Research and Training

Publisher: Cpwr - The Center for Construction Research and Training

Published: 2008

Total Pages: 160

ISBN-13:

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The Construction Chart Book presents the most complete data available on all facets of the U.S. construction industry: economic, demographic, employment/income, education/training, and safety and health issues. The book presents this information in a series of 50 topics, each with a description of the subject matter and corresponding charts and graphs. The contents of The Construction Chart Book are relevant to owners, contractors, unions, workers, and other organizations affiliated with the construction industry, such as health providers and workers compensation insurance companies, as well as researchers, economists, trainers, safety and health professionals, and industry observers.


Occupational Outlook Handbook, 2019-2029

Occupational Outlook Handbook, 2019-2029

Author: Bureau of Labor Statistics

Publisher: Bernan Press

Published: 2021-02-28

Total Pages: 1350

ISBN-13: 9781641434836

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As the federal government's premier career guide, the Occupational Outlook Handbook, has been used by millions of people since the 1940s. This edition reflects the latest employment projections to 2028 that have been developed by the U.S. Bureau of Labor Statistics.


What Editors Do

What Editors Do

Author: Peter Ginna

Publisher: University of Chicago Press

Published: 2017-10-06

Total Pages: 319

ISBN-13: 022630003X

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Essays from twenty-seven leading book editors: “Honest and unflinching accounts from publishing insiders . . . a valuable primer on the field.” —Publishers Weekly Editing is an invisible art in which the very best work goes undetected. Editors strive to create books that are enlightening, seamless, and pleasurable to read, all while giving credit to the author. This makes it all the more difficult to truly understand the range of roles they inhabit while shepherding a project from concept to publication. What Editors Do gathers essays from twenty-seven leading figures in book publishing about their work. Representing both large houses and small, and encompassing trade, textbook, academic, and children’s publishing, the contributors make the case for why editing remains a vital function to writers—and readers—everywhere. Ironically for an industry built on words, there has been a scarcity of written guidance on how to approach the work of editing. Serving as a compendium of professional advice and a portrait of what goes on behind the scenes, this book sheds light on how editors acquire books, what constitutes a strong author-editor relationship, and the editor’s vital role at each stage of the publishing process—a role that extends far beyond marking up the author’s text. This collection treats editing as both art and craft, and also as a career. It explores how editors balance passion against the economic realities of publishing—and shows why, in the face of a rapidly changing publishing landscape, editors are more important than ever. “Authoritative, entertaining, and informative.” —Copyediting


New Developments in Productivity Analysis

New Developments in Productivity Analysis

Author: Charles R. Hulten

Publisher: University of Chicago Press

Published: 2007-11-01

Total Pages: 648

ISBN-13: 0226360644

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The productivity slowdown of the 1970s and 1980s and the resumption of productivity growth in the 1990s have provoked controversy among policymakers and researchers. Economists have been forced to reexamine fundamental questions of measurement technique. Some researchers argue that econometric approaches to productivity measurement usefully address shortcomings of the dominant index number techniques while others maintain that current productivity statistics underreport damage to the environment. In this book, the contributors propose innovative approaches to these issues. The result is a state-of-the-art exposition of contemporary productivity analysis. Charles R. Hulten is professor of economics at the University of Maryland. He has been a senior research associate at the Urban Institute and is chair of the Conference on Research in Income and Wealth of the National Bureau of Economic Research. Michael Harper is chief of the Division of Productivity Research at the Bureau of Labor Statistics. Edwin R. Dean, formerly associate commissioner for Productivity and Technology at the Bureau of Labor Statistics, is adjunct professor of economics at The George Washington University.


Occupational Outlook Handbook 2014-2015

Occupational Outlook Handbook 2014-2015

Author: U.S. Department of Labor

Publisher: Simon and Schuster

Published: 2014-08-19

Total Pages: 2928

ISBN-13: 1629141046

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Written by the U.S. Department of Labor, the Occupational Outlook Handbook 2014–2015 is designed to provide valuable, up-to-date assistance to individuals making decisions about their futures. Accompanying each profession are descriptions of the nature of the work, work environment, and the required qualifications, training, and education, as well as job earnings, related occupations. The book includes details on more than 250 occupations—that’s 90 percent of the jobs available in the United States. It also includes job search methods and job outlook. Keep up in the scramble to stay afloat in the waning job market by staying informed as you plan your training and career.