A comprehensive introduction to the economics of local economic development. The approach is people centered and recognizes contributions from other social sciences.

This book identifies how development agencies and companies work, what they do and how they can collaborate and what constitutes success and value added in their efforts to achieve local economic development.

The impact of COVID-19 on local jobs and workers dwarfs those of the 2008 global financial crisis. The 2020 edition of Job Creation and Local Economic Development considers the short-term impacts on local labour markets as well as the longer-term implications for local development.

This third edition of Job Creation and Local Economic Development examines the impact of technological progress on regional and local labour markets. It sheds light on widening regional gaps on job creation, workers education and skills, as well as inclusion in local economies.

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.

This publication highlights new evidence on policies to support job creation, bringing together the latest research on labour market, entrepreneurship and local economic development policy to help governments support job creation in the recovery.

Written by authors with years of academic, regional, and city planning experience, the classic Planning Local Economic Development has laid the foundation for practitioners and academics working in planning and policy development for generations. With deeper coverage of sustainability and resiliency, the new Sixth Edition explores the theories of local economic development while addressing the issues and opportunities faced by cities, towns, and local entities in crafting their economic destinies within the global economy. Nancey Green Leigh and Edward J. Blakely provide a thoroughly up-to-date exploration of planning processes, analytical techniques and data, and locality, business, and human resource development, as well as advanced technology and sustainable economic development strategies.