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Private equity and Covid-19

Journal of Financial Intermediation 2022 51, 100968 open access
We survey more than 200 private equity (PE) managers from firms with $1.9 trillion of assets under management (AUM) about their portfolio performance, decision-making and activities during the Covid-19 pandemic. Given that PE managers have significant incentives to maximize value, their actions during the pandemic should indicate what they perceive as being important for both the preservation and creation of value. PE managers believe that 40% of their portfolio companies are moderately negatively affected and 10% are very negatively affected by the pandemic. The private equity managers—both investment and operating partners—are actively engaged in the operations, governance, and financing in all of their current portfolio companies. These activities are more intensively pursued in those companies that have been more severely affected by the Covid-19 pandemic. As a result of the pandemic, they expect the performance of their existing funds to decline. They are more pessimistic about that decline than the venture capitalists (VCs) surveyed in Gompers et al. (2021). Despite the pandemic, private equity managers are seeking new investments. Rather than focusing on cost cutting, PE investors place a much greater weight on revenue growth for value creation. Relative to the 2012 survey results reported in Gompers, Kaplan, and Mukharlyamov (2016), they appear to give a larger equity stake to management teams and target somewhat lower returns.

The Really Long‐Run Performance of Initial Public Offerings: The Pre‐Nasdaq Evidence

Journal of Finance 2003 58(4), 1355-1392 open access
Financial economists have intensely debated the performance of IPOs using data after the formation of Nasdaq. This paper sheds light on this controversy by undertaking a large, out‐of‐sample study: We examine the performance for five years after listing of 3,661 U.S. IPOs from 1935 to 1972. The sample displays some underperformance when event‐time buy‐and‐hold abnormal returns are used. The underperformance disappears, however, when cumulative abnormal returns are utilized. A calendar‐time analysis shows that over the entire period, IPOs return as much as the market. The intercepts in CAPM and Fama–French regressions are insignificantly different from zero, suggesting no abnormal performance.

Large blocks of stock: Prevalence, size, and measurement

Journal of Corporate Finance 2006 12(3), 594-618 open access
Large blocks of stock play an important role in many studies of corporate governance and finance. Despite this important role, there is no standardized data set for these blocks, and the best available data source, Compact Disclosure, has many mistakes and biases. In this paper, we document these mistakes and show how to fix them. The mistakes and biases tend to increase with the level of reported blockholdings: in firms where Compact Disclosure reports that aggregate blockholdings are greater than 50%, these aggregate holdings are incorrect more than half the time and average holdings for these incorrect firms are overstated by almost 30 percentage points. For researchers using uncorrected blockholder data as a dependent variable, these errors will increase the standard error of coefficient estimates but do not appear to cause bias. However, we find that if blockholders are used as an independent variable, economically significant errors-in-variables biases can occur. We demonstrate these biases using a representative analysis of the relationship between firm value and outside blockholders. An online appendix to our paper provides a “clean” data set for our sample firms and time period. For researchers who need to work outside of this sample, we also test the efficacy of alternative (cheaper) fixes to this data problem, and find that truncating or winsorizing the sample can reduce about half of the bias in our representative application.

Venture Capitalists and COVID-19

Journal of Financial and Quantitative Analysis 2021 56(7), 2474-2499 open access
We survey over 1,000 venture capitalists (VCs) on how the COVID-19 pandemic has affected their decisions and investments. Despite the historical importance of in-person meetings, VCs do not report difficulty finding quality entrepreneurs or major changes in time allocation. They do report difficulty in evaluating deals, more investor-friendly terms, and a decreased investment rate, with about one-sixth of VCs reporting pressure from limited partners to conserve capital. Although aggregate returns are largely unchanged, there is high dispersion both within and across funds. A follow-up survey shows faster-than-expected recovery in deal volume, terms, and returns.