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Anti-collusion leniency legislations and IPO activity: Worldwide evidence

Journal of Corporate Finance 2024 89, 102691 open access
We study the impact of the staggered adoption of anti-collusion leniency legislations around the world on IPO activity. We document that the passage of leniency legislations prompts IPO activity. The effect is amplified in more concentrated industries , while it is mitigated in countries with more stringent competition laws in place and countries in which investors have a lower ability to diversify risk in the financial market. Collectively, these findings are consistent with the view that, by enhancing product market competition, leniency legislations increase the benefits for firms from going public, resulting in higher IPO activity. The results of supplemental analyses suggest that the passage of leniency legislations leads to less underpriced IPOs and a more efficient use of IPO proceeds, and prompts firms with less proprietary information to go public.

Global Board Reforms and the Pricing of IPOs

Journal of Financial and Quantitative Analysis 2022 57(6), 2412-2443 open access
We document that global board reforms are associated with a significant reduction in the underpricing of initial public offerings (IPOs). The effect is amplified for IPOs with greater agency problems and mitigated for IPOs certified by reputable intermediaries, IPOs with greater disclosure specificity, and IPOs in countries with better shareholder protection and stringent financial reporting regulations. Furthermore, global board reforms have led to an improvement in the long-term market performance, proceeds, and subscription level of IPOs and have enhanced board independence in the issuing firms. Our findings suggest that global board reforms have strengthened board oversight in the issuing firms, leading to less underpriced IPOs.

Stock Liquidity and Stock Price Crash Risk

Journal of Financial and Quantitative Analysis 2017 52(4), 1605-1637 open access
We find that stock liquidity increases stock price crash risk. To identify the causal effect, we use the decimalization of stock trading as an exogenous shock to liquidity. This effect is increasing in a firm’s ownership by transient investors and nonblockholders. Liquid firms have a higher likelihood of future bad earnings news releases, which are accompanied by greater selling by transient investors, but not blockholders. Our results suggest that liquidity induces managers to withhold bad news, fearing that its disclosure will lead to selling by transient investors. Eventually, accumulated bad news is released all at once, causing a crash.

Coskewness Risk Decomposition, Covariation Risk, and Intertemporal Asset Pricing

Journal of Financial and Quantitative Analysis 2019 54(1), 335-368 open access
We develop an intertemporal asset pricing model where cash-flow news, discount-rate news, and their second moments are priced by the market. This model generalizes the market-return decomposition framework, showing that intertemporal considerations imply a decomposition of squared market returns (coskewness risk). Our model accounts for 68% of the return variation across portfolios sorted by size, book-to-market ratio, momentum, investment, and profitability for a modern U.S. sample period. Further, our findings highlight the importance of covariation risk, that is, the risk of simultaneous unfavorable shocks to cash flows and discount rates, in understanding equity risk premia.

Litigation risk and IPO underpricing: evidence from federal judge ideology

Review of Accounting Studies 2026 31(1), 210-251 open access
Using federal judge ideology as an exogenous measure of issuing firms’ litigation risk, we document that the initial public offerings (IPOs) of the firms headquartered in more liberal circuits are more underpriced. The effect is mitigated when plaintiffs’ pleading standards are more stringent and is amplified when judges have more discretion in their decisions. The effect is also amplified among deep pocketed issuing firms, while it is mitigated among issuing firms hiring reputable intermediaries in the IPO process. The results of additional analysis suggest that issuing firms located in more liberal circuits are more likely to become targets of lawsuits after their IPOs and that these lawsuits are less likely to be dismissed by the courts and result in larger settlements. Collectively, our findings underscore the salience of litigation risk stemming from the issuing firms’ legal environment in driving IPO underpricing.

Terrorist attacks, investor sentiment, and the pricing of initial public offerings

Journal of Corporate Finance 2020 65, 101780 open access
Using terrorist attacks as exogenous shocks to investor sentiment, we study the impact of investor sentiment on initial public offering (IPO) pricing. IPOs listed within the 30-day period following terrorist attacks, on average, experience lower first-day returns. The documented impact of terrorist attacks is magnified when there is greater IPO valuation uncertainty and when the terrorist attacks are more salient to investors, while mitigated for IPOs “certified” by reputable intermediaries. We also show that the affected IPOs, on average, have more pessimistic media tone in the post-attack/pre-listing day period. The affected IPOs also tend to have lower levels of price revisions, subscriptions, primary share revisions, and total proceeds. Collectively, our findings underscore the salience of investor sentiment in shaping IPO outcomes.

Media Coverage and IPO Pricing around the World

Journal of Financial and Quantitative Analysis 2020 55(5), 1515-1553 open access
We study how media coverage impacts pricing of initial public offerings (IPOs) around the world. Higher media coverage in the pre-IPO period leads to lower IPO initial returns. The effect is mitigated in countries with better financial reporting quality, greater shareholder rights protection, and more stringent media censorship, and for IPOs “certified” by reputable intermediaries, while it is amplified in countries with higher levels of media penetration and media trust. Further, IPOs with higher pre-IPO media coverage have lower ex post price revision volatility. Our findings suggest that higher pre-IPO media coverage reduces information asymmetry among investors, leading to less underpriced IPOs.