Essays in Empirical Corporate Finance


Book Description

This dissertation evaluates the role of political incentives, conglomeration and bankruptcy on firm performance and executive compensation. The first analyzes the role of political influence on the investment behavior of firms with majority government stake. The second chapter explores the impact of various externalities that may arise in multi-divisional firm on managerial compensation. In the third chapter, we investigate the impact of relative bargaining power of firms over creditors during bankruptcy on ex-post firm performance, once the firm emerges out of bankruptcy. Political interference has long been considered a major source of inefficiency in state-owned enterprises. However, empirical evidence regarding the impact of political influence on non- financial firms has been limited. We evaluate the influence of political factors on corporate investment decisions using a unique database of new investment projects announced in India, matched with electoral data at the district level for the period of 1995-2009. We find that state-owned enterprises (SOEs) announce a greater number of projects during election years, especially in politically competitive districts. The number of investments announced by central (state) government firms in election years is on average 36% (58%) greater in districts in which the ruling party won or lost the previous election by a narrow margin (




Three Essays in Empirical Corporate Finance


Book Description

This dissertation presents three essays in empirical corporate finance. The essays discuss how financial markets affect the real economy. The first essay studies how a change in credit supply affects firms' decisions to create new products or destroy the existing ones. It provides reduced form causal evidence that a reduction in credit supply reduces product creation substantially. The second essay studies the effect of less product creation on consumer welfare. I find that the effect on consumer welfare is smaller relative to a "naive" interpretation of the reduced form estimate, due to equilibrium responses. The third essay studies how financially constrained firms reduce total investment costs. It provides suggestive evidence that when reducing total investment cost, they do so by lowering the expansion of output capacity and choosing cheaper investment options.













Essays in Empirical Corporate Finance


Book Description

In this thesis, I study two independent but closely related topics: the impact of liquid assets on corporate investments and bank deposit funding. In the first chapter, I examine the effect of a firm's liquidity holdings on its real investments and its impact on broader outcomes. I exploit a regulation-driven supply expansion of wealth management products (WMPs) that leads to an exogenous liquidity return increase accessible to Chinese firms. WMPs are deposit alternatives issued by commercial banks outside of the regulatory purview and are the dominant form of liquidity holdings by Chinese firms. I find that in response to the regulation, firms increase their liquidity holdings and sharply reduce capital and R& D expenditures. Using exogenous variation in banks' WMP supply induced by regulation, I argue that the effect of corporate liquidity holdings on real investments is causal and not driven by changes in firms' real investment opportunities. The reduction in real investments further leads to a decrease in firm-level TFP, patent application, primary business revenue, and employment. Exploiting regional economic growth in a difference-in-difference setting that uses the same regulatory shock suggests that the growth of corporate liquidity holdings has a negative impact on local economic outcomes. Cities more exposed to the WMP supply expansion exhibit slower capital and consumption growth. My findings suggest that a firm's liquidity holding decisions have a direct impact on its real investments and broader economic activities. In the second chapter, we demonstrate the passthrough of Treasury supply to deposit funding through bank market power. We show that an increase in Treasury supply leads to a net deposit outflow. At the same time, reliance on wholesale funding decreases. The effect is heterogeneous in nature - banks in more competitive markets experience larger outflows. The explanatory power of Treasury supply is not driven by monetary policy and bank-specific investment opportunities. Our empirical findings are rationalized with a model of imperfect deposit competition. Consistent with "The Deposits Channel of Monetary Policy", the model and empirics predict the opposite effect for Fed Fund rate hikes: there is a larger response in less competitive markets. Our results also shed light on the effect of the Reverse Repurchase (RRP) Facility on monetary policy passthrough.




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"--