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Big Data for Twenty-First-Century Economic Statistics

Author : Katharine G. Abraham

Publisher : University of Chicago Press

Page : 502 pages

File Size : 44,99 MB

Release : 2022-03-11

Category : Business & Economics

ISBN : 022680125X

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Book Description

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.





The Oxford Handbook of Job Loss and Job Search

Author : Ute-Christine Klehe PhD

Publisher : Oxford University Press

Page : 633 pages

File Size : 15,54 MB

Release : 2018-05-08

Category : Psychology

ISBN : 0190903503

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Book Description

Job search is and always has been an integral part of people's working lives. Whether one is brand new to the labor market or considered a mature, experienced worker, job seekers are regularly met with new challenges in a variety of organizational settings. Edited by Ute-Christine Klehe and Edwin A.J. van Hooft, The Oxford Handbook of Job Loss and Job Search provides readers with one of the first comprehensive overviews of the latest research and empirical knowledge in the areas of job loss and job search. Multidisciplinary in nature, Klehe, van Hooft, and their contributing authors offer fascinating insight into the diverse theoretical and methodological perspectives from which job loss and job search have been studied, such as psychology, sociology, labor studies, and economics. Discussing the antecedents and consequences of job loss, as well as outside circumstances that may necessitate a more rigorous job hunt, this Handbook presents in-depth and up-to-date knowledge on the methods and processes of this important time in one's life. Further, it examines the unique circumstances faced by different populations during their job search, such as those working job-to-job, the unemployed, mature job seekers, international job seekers, and temporary employed workers. Job loss and unemployment are among the worst stressors individuals can encounter during their lifetimes. As a result, this Handbook concludes with a discussion of the various types of interventions developed to aid the unemployed. Further, it offers readers important insights and identifies best practices for both scholars and practitioners working in the areas of job loss, unemployment, career transitions, outplacement, and job search.



Optimal Unemployment Insurance

Author : Andreas Pollak

Publisher : Mohr Siebeck

Page : 204 pages

File Size : 28,24 MB

Release : 2007

Category : Business & Economics

ISBN : 9783161493041

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Book Description

Designing a good unemployment insurance scheme is a delicate matter. In a system with no or little insurance, households may be subject to a high income risk, whereas excessively generous unemployment insurance systems are known to lead to high unemployment rates and are costly both from a fiscal perspective and for society as a whole. Andreas Pollak investigates what an optimal unemployment insurance system would look like, i.e. a system that constitutes the best possible compromise between income security and incentives to work. Using theoretical economic models and complex numerical simulations, he studies the effects of benefit levels and payment durations on unemployment and welfare. As the models allow for considerable heterogeneity of households, including a history-dependent labor productivity, it is possible to analyze how certain policies affect individuals in a specific age, wealth or skill group. The most important aspect of an unemployment insurance system turns out to be the benefits paid to the long-term unemployed. If this parameter is chosen too high, a large number of households may get caught in a long spell of unemployment with little chance of finding work again. Based on the predictions in these models, the so-called "Hartz IV" labor market reform recently adopted in Germany should have highly favorable effects on the unemployment rates and welfare in the long run.





Measuring Economic Sustainability and Progress

Author : Dale W. Jorgenson

Publisher : University of Chicago Press

Page : 0 pages

File Size : 35,72 MB

Release : 2014-10-13

Category : Business & Economics

ISBN : 9780226121338

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Book Description

Since the Great Depression, researchers and statisticians have recognized the need for more extensive methods for measuring economic growth and sustainability. The recent recession renewed commitments to closing long-standing gaps in economic measurement, including those related to sustainability and well-being. The latest in the NBER’s influential Studies in Income and Wealth series, which has played a key role in the development of national account statistics in the United States and other nations, this volume explores collaborative solutions between academics, policy researchers, and official statisticians to some of today’s most important economic measurement challenges. Contributors to this volume extend past research on the integration and extension of national accounts to establish an even more comprehensive understanding of the distribution of economic growth and its impact on well-being, including health, human capital, and the environment. The research contributions assess, among other topics, specific conceptual and empirical proposals for extending national accounts.





Minimum Wages

Author : David Neumark

Publisher : MIT Press

Page : 389 pages

File Size : 39,36 MB

Release : 2008

Category : Income distribution

ISBN : 0262141027

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Book Description

A comprehensive review of evidence on the effect of minimum wages on employment, skills, wage and income distributions, and longer-term labor market outcomes concludes that the minimum wage is not a good policy tool.



Work, Youth and Unemployment

Author : Melvin Herman

Publisher : New York : T. Y. Crowell Company

Page : 696 pages

File Size : 17,39 MB

Release : 1968

Category : Unemployment

ISBN :

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Book Description

Compilation of 64 selected writings on aspects of the problem of unemployment among youth in poverty-stricken urban areas of the USA, with particular reference to needs in respect of educational planning to provide such youth with means of meeting educational needs to enable them to take advantage of employment opportunities - covers problems of discrimination in respect of Blacks, needs in respect of vocational guidance and vocational training, etc.