Latest Estimates of Pandemic Impacts on Small Business Owner Activity
(These are updates to estimates first reported in Journal of Economics & Management Strategy PDF)
Excel Version of Figures with Additional Data
Additional Information
• National Academy of Sciences, Societal Experts Action Network
• IZA World of Labor Commentary
• Bradford-Osborne Research Award and Bradford-Osborne Research Award Presentation
Congressional Testimony
U.S. House of Representatives, March 2022
U.S. House of Representatives, Feb. 2021
Written Testimony | Video (55 mins in)
California State Assembly, Feb. 2021
Written Testimony | Video (57 mins in)
California State Assembly, July 2021
Written Testimony | Video (51 mins in)
Senate Bills using Research
• New Senate Bill by Senators Schumer, Booker, Harris, and others citing research
• New bills signed by Governor Gavin Newsome citing research