This paper shows that venture capital investment in start-ups increases innovation of established companies in technologically related fields due to knowledge spillovers. To address endogeneity issues, we instrument R&D expenditures of established companies with state-level R&D tax credits (Bloom, Schankerman, & Van Reenen, 2013 ) and venture capital investment with past fundraising of private equity buyout funds (Nanda & Rhodes-Kropf, 2013 ). Exploring the mechanism, we show that the patents of VC-financed start-ups are on average of higher quality, more novel, and less protected by intellectual property rights than those of established firms, leading to significantly larger spillovers. This knowledge transfer between companies is enhanced by mobile start-up inventors.

Multinational firms with operations in high-tax countries can benefit the most from reallocating taxable income to tax havens, though this is sufficiently difficult and costly that only 20.4% of German multinational firms have any tax haven affiliates. Among German manufacturing firms, a 1 percentage point higher foreign tax rate is associated with a 2.3% greater likelihood of owning a tax haven affiliate. This is consistent with tax avoidance incentives and contrasts with earlier evidence for U.S. firms. The relationship is less strong for firms in service industries, possibly reflecting the difficulty of reallocating taxable service income.