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Latest Estimates of Pandemic Impacts on Small Business Owner Activity

(These are updates to estimates first reported in PDF)

 

 

Excel Version of Figures with Additional Data

 

 

Additional Information

NBER COVID-19 Video

UCSC University Forum Video

IZA World of Labor Commentary

Bradford-Osborne Research Award and Presentation

 

Congressional Testimony

U.S. House of Representatives, March 2022

Written Testimony and Video

 

U.S. House of Representatives, Feb. 2021

Written, Video (55 mins in)

 

California State Assembly, Feb. 2021

Written, Video (57 mins in)

 

California State Assembly, July 2021

Written, 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