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The determinants of venture capital funding: evidence across countries

Journal of Corporate Finance 2000 6(3), 241-289
This paper analyses the determinants of venture capital for a sample of 21 countries. In particular, we consider the importance of initial public offerings (IPOs), gross domestic product (GDP) and market capitalization growth, labor market rigidities, accounting standards, private pension funds, and government programs. We find that IPOs are the strongest driver of venture capital investing. Private pension fund levels are a significant determinant over time but not across countries. Surprisingly, GDP and market capitalization growth are not significant. Government policies can have a strong impact, both by setting the regulatory stage, and by galvanizing investment during downturns. Finally, we also show that different types of venture capital financing are affected differently by these factors. In particular, early stage venture capital investing is negatively impacted by labor market rigidities, while later stage is not. IPOs have no effect on early stage venture capital investing across countries, but are a significant determinant of later stage venture capital investing across countries. Finally, government funded venture capital has different sensitivities to the determinants of venture capital than non-government funded venture capital. Our insights emphasize the need for a more differentiated approach to venture capital, both from a research as well as from a policy perspective. We feel that while later stage venture capital investing is well understood, early stage and government funded investments still require more extensive research.

Making Private Data Accessible in an Opaque Industry: The Experience of the Private Capital Research Institute

American Economic Review 2016 106(5), 157-160
Private markets are becoming an increasingly important way of financing rapidly growing and mature firms, and private investors are reputed to have far-reaching economic impacts. These important markets, however, are uniquely difficult to study. This paper explores these challenges, as well as the ways they can be overcome, using the experiences of the Private Capital Research Institute as a case.

Estimating the Returns to Insider Trading: A Performance-Evaluation Perspective

The Review of Economics and Statistics 2003 85(2), 453-471
This paper uses performance-evaluation methodology to estimate the returns earned by insiders when they trade their company's stock. Our methods are designed to estimate the returns earned by insiders themselves and thereby differ from the previous insider-trading literature, which focuses on the informativeness of insider trades for other investors. We find that insider purchases earn abnormal returns of more than 6% per year, and insider sales do not earn significant abnormal returns. We compute that the expected costs of insider trading to noninsiders are about 10 cents for a $10,000 transaction.

What Do Impact Investors Do Differently?*

Review of Financial Studies 2026
Do impact investors seek impact, or merely “impact wash”? We provide systematic evidence on the nonfinancial determinants of impact investing. Impact investors focus on firms aligned with the priorities of the federal government and disproportionately invest in economically disadvantaged regions. While we find high levels of coinvestment between impact and traditional investors, we also show that impact investors influence the strategies of their traditional coinvestors, are more likely to fund firms in nascent industries, and invest countercyclically. Finally, we characterize investment heterogeneity based on a novel classification of impact investment theses, with a focus on climate, environment, and jobs and equity.