Three Essays in Empirical Corporate Finance


Book Description

"The core of the thesis includes three essays in empirical corporate finance. The first essay examines the relation between mandatory disclosure behavior and legal accountability. In this study, we treat the enactment of the Sarbanes-Oxley Act (SOX) in 2002 as a regulatory event that increases the legal accountability of top executives and compute the filing tones for a large sample of Forms 10-Q and 10-K filings between 1994 and 2017 using textual analysis. We document that the changes in filing tones contain substantial information that is reflected promptly in the capital market. We also show that a structural break exists in the distribution of filing tones around SOX. Firms use a more negative tone in their quarterly mandatory disclosure after SOX. Interestingly, investors exhibit a stronger reaction to per unit change of filing tones during the post-SOX era and we show that changes in investors’ reactions are not merely driven by the systematic changes in tone distribution after SOX. We also document that filing tones are determined by common performance measures, but such relation is weakened after SOX. The second essay studies the impact of the exit of Venture Capitalists (VCs) on innovation by comparing VC backed IPO firms with the non-VC backed. VCs play a significant role in bringing new ventures public by providing financing and consistent monitoring. Prior literature has established mostly a positive correlation between VCs and firm innovation because VCs may preselect more innovative firms to begin with. This study hopes to provide evidence on causal inference with reasonable assumptions from a “reverse treatment” perspective by examining the change in innovation when VCs exit. We treat the initial public offering (IPO) as a proxy for VC’s exit since most VCs exit shortly after IPO due to their limited investment horizon. Using a difference-in-differences framework, we find that VC-backed firms experience a greater drop in Research and Development (R&D) intensity after IPO-exits when compared to those non-VC backed. The third essay revisits the long-debated relation between market competition and firm innovation. While traditionally competition is measured at the industry level with historical data, our study utilizes two new text-based measures of competitive threats developed by Hoberg et al. (2014) and Li et al. (2013) which are both firm-specific and forward-looking. We address the potential endogeneity concerns using instrumental variables along with the propensity score matching of firms that experience an exogenous shock from import competition with those that do not. Our results show that an increase in competition unambiguously promotes firm innovation"--




Three Essays in Corporate Finance


Book Description

This dissertation explores three different aspects in corporate finance. My first essay explores governance from the side of blockholders. My second essay explores governance from the side of the Securities and Exchange Commission (SEC). And my third essay overview and summarizes recent literature in the IPO field. In Chapter 1, "Blockholder Diversity: Effect of Polyphony on the Power of Monitoring", I investigate how the differences in skill, incentives and preferences between large shareholders in the company affect the power of their monitoring. My findings suggest that diversity between blockholder creates disagreement that have strong negative influence of the power of their governance. Such adverse influence is also reflected in the future dynamics of company value and performance. In Chapter 2 (joint with Michelle Lowry and Roni Michaely) "Information Revelation Through Regulatory Process: Interactions Between the SEC and Companies Ahead of the IPO", we explore the main determinants of extensiveness and focus of SEC review of companies before they go public. In the second part of this chapter we explore what investors could learn from the information disclosed during this review process. In Chapter 3 (joint with Michelle Lowry and Roni Michaely) "Initial Public Offerings: a Synthesis of the Literature and Direction for Future Research" we provide a literature review of recent papers in the IPO field. In addition, we also explore how the main stylized facts behave of the large sample of IPOs between 1972 and 2015.




Essays on Corporate Finance and Disclosure


Book Description

This dissertation contains three essays. In the first essay, I document that disclosure of financially immaterial environmental and social (E&S) information has material effects on firms' investment and financing decisions using the staggered introduction of 87 country-level regulations that mandate firms report such information. Firms domiciled in countries that mandate E&S transparency increase R&D expenditures and patenting activity after disclosing. Transparent non-financial disclosure reduces financing frictions, resulting in more innovation for equity-dependent firms and increased reliance on external equity. It also improves shareholders' contracting and monitoring abilities, incentivizing managers to invest in innovation. Fixed capital investment, which is less sensitive to information frictions, does not change following E&S disclosure. Additionally, I only observe changes to investment and financing decisions when E&S disclosure is mandatory--highlighting the unique value of consistent and comparable disclosure. In the second essay, I study venture capital firms (VCs) use of public market information and how attention to this information relates to their private market investment outcomes. I link web traffic to public disclosure filings hosted on the Security and Exchange Commission's (SEC's) EDGAR server to individual VCs. VCs analyze public information before most deals. An increase in EDGAR filing views relates positively to the probability of an exit through acquisition, suggesting that public information helps identify paths to acquisition. The effect is stronger when the VC has less access to private information. I conclude that policymakers should consider spillover effects on private markets when setting public disclosure requirements. In the third essay, we identify analysts' information acquisition patterns by linking EDGAR server activity to analysts' brokerage houses. Analysts rely on EDGAR in 24% of their estimate updates, with an average of eight filings viewed. We document that analysts' attention to public disclosure is driven by the demand for information and the analysts' incentives and career concerns. We find that information acquisition via EDGAR is associated with a significant reduction in analysts' forecasting error relative to their peers. This relationship is likewise present when we focus on the intensity of analyst research. Attention to public information further enables analysts to provide forecasts for more time periods and more financial metrics. Informed recommendation updates are associated with substantial and persistent abnormal returns, even when the analyst accesses historical filings. Analysts' use of EDGAR is associated with longer and more informative analyses within recommendation reports.




Three Essays on Corporate Information Communications


Book Description

This dissertation consists of three essays that focus on corporate external communication of accounting information. My dissertation's primary goal is to understand better how firms' financial disclosure behaviors change in response to various internal and external forces. To achieve this goal, I use empirical archival methods and employ several unique settings to examine the influences of three particular forces on firms' financial disclosure activities. Specifically, in the first essay, I focus on a firm's internal production function and ask whether labor cost stickiness shapes income smoothing activities. By contrast, the second and third essays explore the influences of two external factors, namely product market competition with existing rivals and the local information environment, respectively, on firms' mandatory and voluntary disclosure behaviors.