From 2010 to 2021, 639 US VC-funded firms achieved unicorn status. We investigate why there are so many unicorns and why controlling shareholders give investors privileges to obtain unicorn status. We show that unicorns rely more than other VC-funded firms on organizational capital as well as...

Despite its large and increasing size in the U.S. and Europe, there is relatively little research on the private debt (PD) market, particularly compared to the bank and syndicated loan markets. Accordingly, in this paper, we survey U.S. and European investors with private debt assets under...

We use variation in state corporate income tax rates to re-examine the relation between taxes and corporate leverage. Contrary to prior research, we find that corporate leverage rises after tax cuts for small private firms. An estimated dynamic equilibrium model shows that tax cuts make capital...

We analyze determinants of access to venture capital for Black founders of high-growth startups. We combine image- and name-processing algorithms with clerical review to identify race for over 100,000 startup founders "at risk" for venture funding. Black founders raise roughly one-third as much...

The provision of venture debt financing to growth-oriented startups which are backed by venture capital (VC) equity has been a bit of a puzzle given the lack of positive cash flows or traditional collateral of such startups. This short paper lays out the hurdles for debt to overcome to be a...

This paper investigates the 2013 three-fold increase in the French dividend tax rate. Using administrative data covering the universe of firms from 2008-2017 and a quasi-experimental setting, we find that firms swiftly cut dividend payments and used this tax-induced increase in liquidity to...