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.

GIS for Housing and Urban Development
GIS for Housing and Urban Development

Author: National Research Council

Publisher: National Academies Press

Published: 2003-02-26

Total Pages: 142

ISBN-13: 0309168147

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The report describes potential applications of geographic information systems (GIS) and spatial analysis by HUD's Office of Policy Development and Research for understanding housing needs, addressing broader issues of urban poverty and community development, and improving access to information and services by the many users of HUD's data. It offers a vision of HUD as an important player in providing urban data to federal initiatives towards a spatial data infrastructure for the nation.

Affordable Housing in New York
Affordable Housing in New York

Author: Nicholas Dagen Bloom

Publisher: Princeton University Press

Published: 2019-12-31

Total Pages: 368

ISBN-13: 0691207054

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A richly illustrated history of below-market housing in New York, from the 1920s to today A colorful portrait of the people, places, and policies that have helped make New York City livable, Affordable Housing in New York is a comprehensive, authoritative, and richly illustrated history of the city's public and middle-income housing from the 1920s to today. Plans, models, archival photos, and newly commissioned portraits of buildings and tenants by sociologist and photographer David Schalliol put the efforts of the past century into context, and the book also looks ahead to future prospects for below-market subsidized housing. A dynamic account of an evolving city, Affordable Housing in New York is essential reading for understanding and advancing debates about how to enable future generations to call New York home.

Housing and Mortgage Markets in Historical Perspective
Housing and Mortgage Markets in Historical Perspective

Author: Eugene N. White

Publisher: University of Chicago Press

Published: 2014-10-17

Total Pages: 408

ISBN-13: 022609328X

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The central role of the housing market in the recent recession raised a series of questions about similar episodes throughout economic history. Were the underlying causes of housing and mortgage crises the same in earlier episodes? Has the onset and spread of crises changed over time? How have previous policy interventions either damaged or improved long-run market performance and stability? This volume begins to answer these questions, providing a much-needed context for understanding recent events by examining how historical housing and mortgage markets worked—and how they sometimes failed. Renowned economic historians Eugene N. White, Kenneth Snowden, and Price Fishback survey the foundational research on housing crises, comparing that of the 1930s to that of the early 2000s in order to authoritatively identify what contributed to each crisis. Later chapters explore notable historical experiences with mortgage securitization and the role that federal policy played in the surge in home ownership between 1940 and 1960. By providing a broad historical overview of housing and mortgage markets, the volume offers valuable new insights to inform future policy debates.

Missing Middle Housing
Missing Middle Housing

Author: Daniel G. Parolek

Publisher: Island Press

Published: 2020-07-14

Total Pages: 330

ISBN-13: 1642830542

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Today, there is a tremendous mismatch between the available housing stock in the US and the housing options that people want and need. The post-WWII, auto-centric, single-family-development model no longer meets the needs of residents. Urban areas in the US are experiencing dramatically shifting household and cultural demographics and a growing demand for walkable urban living. Missing Middle Housing, a term coined by Daniel Parolek, describes the walkable, desirable, yet attainable housing that many people across the country are struggling to find. Missing Middle Housing types—such as duplexes, fourplexes, and bungalow courts—can provide options along a spectrum of affordability. In Missing Middle Housing, Parolek, an architect and urban designer, illustrates the power of these housing types to meet today’s diverse housing needs. With the benefit of beautiful full-color graphics, Parolek goes into depth about the benefits and qualities of Missing Middle Housing. The book demonstrates why more developers should be building Missing Middle Housing and defines the barriers cities need to remove to enable it to be built. Case studies of built projects show what is possible, from the Prairie Queen Neighborhood in Omaha, Nebraska to the Sonoma Wildfire Cottages, in California. A chapter from urban scholar Arthur C. Nelson uses data analysis to highlight the urgency to deliver Missing Middle Housing. Parolek proves that density is too blunt of an instrument to effectively regulate for twenty-first-century housing needs. Complete industries and systems will have to be rethought to help deliver the broad range of Missing Middle Housing needed to meet the demand, as this book shows. Whether you are a planner, architect, builder, or city leader, Missing Middle Housing will help you think differently about how to address housing needs for today’s communities.

Permanent Supportive Housing
Permanent Supportive Housing

Author: National Academies of Sciences, Engineering, and Medicine

Publisher: National Academies Press

Published: 2018-08-11

Total Pages: 227

ISBN-13: 0309477042

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Chronic homelessness is a highly complex social problem of national importance. The problem has elicited a variety of societal and public policy responses over the years, concomitant with fluctuations in the economy and changes in the demographics of and attitudes toward poor and disenfranchised citizens. In recent decades, federal agencies, nonprofit organizations, and the philanthropic community have worked hard to develop and implement programs to solve the challenges of homelessness, and progress has been made. However, much more remains to be done. Importantly, the results of various efforts, and especially the efforts to reduce homelessness among veterans in recent years, have shown that the problem of homelessness can be successfully addressed. Although a number of programs have been developed to meet the needs of persons experiencing homelessness, this report focuses on one particular type of intervention: permanent supportive housing (PSH). Permanent Supportive Housing focuses on the impact of PSH on health care outcomes and its cost-effectiveness. The report also addresses policy and program barriers that affect the ability to bring the PSH and other housing models to scale to address housing and health care needs.