CV
Email: tviratyo[at]wharton.upenn.edu
The Unprecedented Stock Market Reaction to COVID-19
The Review of Asset Pricing Studies, 2020.
(joint with Scott Baker, Nicholas Bloom, Steven J. Davis, Kyle Kost, and Marco Sammon)
NBER version
This paper introduces a new measure of technology diffusion—the average age of technology cited by firms or patents—to capture the speed at which ideas propagate across firms. I document that the speed of technology diffusion has declined over the past two decades: the average age of a patent’s technology base has risen from 4.5 years in 1998 to between 6 and 6.5 years in the past decade. In the cross-section, I show that greater firm-level R&D investment predicts faster diffusion: patents built on newer technology command a higher market value and have greater technological value (as measured by citations), and firms that file patents built on newer technology are more valuable. Consistent with labor market movements driving technology diffusion, I exploit state-level variation in the removal of inevitable disclosure doctrines and find that the resulting increase in labor market mobility was associated with greater technology diffusion across competing firms within the same geographical area but reduced diffusion within firms, suggesting that firms responded to the threat of trade secret leakage by limiting internal information spillovers. The concurrent decline in labor market mobility observed in the U.S. economy may be an important contributor to the slowdown in technology diffusion and productivity growth observed in recent decades.
Jules van Binsbergen (Co-Chair)
The Nippon Life Professor in Finance
The Wharton School, University of Pennsylvania
João Gomes
Howard Butcher III Professor of Finance
The Wharton School, University of Pennsylvania
Winston Dou (Co-Chair)
Associate Professor of Finance
The Wharton School, University of Pennsylvania
Tom Winberry
Assistant Professor of Finance
The Wharton School, University of Pennsylvania