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The Real Effects of Equity Markets on Innovation

Journal of Financial and Quantitative Analysis 2023 58(6), 2522-2552 open access
Abstract In theory, financial markets promote innovation by selectively allocating capital to high-quality projects. In this article, I show that equity markets can also inhibit innovation. In public firms, I find that short-term equity market declines cause pharmaceutical companies to abandon early-stage drug developments, irrespective of drug quality or changes in a firm’s stock price. I show that financing constraints drive this behavior, highlighting that even short-term market fluctuations can have long-term effects on pharmaceutical innovation and prevent potentially life-saving drugs from progressing to the market.

Financial Costs of Judicial Inexperience: Evidence From Corporate Bankruptcies

Journal of Financial and Quantitative Analysis 2023 58(3), 1111-1143 open access
Abstract Exploiting the random assignment of judges to corporate bankruptcy filings, we estimate financial costs of judicial inexperience. Despite new judges’ prior legal experience, formal education, and rigorous hiring process, their public Chapter 11 cases spend 19% more time in bankruptcy, realize 31% higher legal and professional fees, and 21% lower creditor recovery rates. Examining possible mechanisms, we find that new judges take longer to rule on motions and cases assigned to these judges file more plans of reorganization. Conservative estimates suggest that minor policy adjustments could increase creditor recoveries by approximately $16.8 billion for the public firms in our sample.

Earnings Growth and Acquisition Returns: Do Investors Gamble in the Takeover Market?

Journal of Financial and Quantitative Analysis 2023 58(3), 1326-1358 open access
Abstract We document a strong positive initial market reaction to merger announcements from bidders with either large earnings growth or significant earnings decline, relative to those with neutral earnings change, reflecting a U-shaped pattern between bidders’ earnings growth and announcement returns. However, the higher initial returns for bidders with earnings decline subsequently reverse, whereas the higher returns for bidders with high growth do not. We further show that the return patterns are driven by a tendency for retail investors to gamble that merger and acquisition deals initiated by poorly performing bidders will generate high synergies.

CEO Selection and Executive Appearance

Journal of Financial and Quantitative Analysis 2023 58(4), 1582-1611 open access
Abstract Survey assessments have found limited evidence of benefits of executive attractiveness. We use an objective measure of facial attractiveness that is correlated with survey assessments but less noisy and identify several benefits from executive facial attractiveness previously found in the general population but heretofore empirically elusive among executives. We examine the effect of both measures on executive compensation, promotion to CEO and the corresponding shareholder reaction, and promotion to board chair. The objective measure identifies significantly positive labor market effects for executive attractiveness in all outcomes in contrast to survey assessments of attractiveness that do not correlate with any outcome.

Synthetic Options and Implied Volatility for the Corporate Bond Market

Journal of Financial and Quantitative Analysis 2023 58(3), 1295-1325 open access
Abstract We synthetically create option contracts on a corporate bond index using CDX swaptions, overcoming the limitations that stem from the lack of traded corporate bond options. Our approach allows us to estimate forward-looking moments concerning the corporate bond market in a model-free manner. By constructing an aggregate volatility measure and the associated variance risk premium, we examine the role of volatility risk in the corporate bond market. We highlight that the ex ante conditional second and higher moments we estimate from synthetic corporate bond options carry important implications for credit risk models, providing an extra basis for testing their validity.