Knowledge that Transforms

This paper examines whether the certification effect of VCs extends to firm's potential customers, and whether, by certifying firms' values to potential customers, VCs provide value to firms. Using weekly trading data from P2P lending platforms in China, we find that the amount of loans facilitated and the number of lenders increase significantly by 25.7% and 49.3%, respectively, immediately after announcements that P2P lending platforms obtain VC investment. We find that this certification effect increases with measures of VC reputation and measures of information asymmetry between P2P lending platforms and potential customers. A difference-in-differences analysis provides consistent results, which are robust after controlling for the effects of news, advertising, and funding. We also document that VC-backed platforms are less likely to default than non-VC-backed platforms. This result provides indirect evidence that VC backing has long-term benefits beyond the news and advertising effects.

Spurred by the informational and disciplinary roles that the media fulfils, this study provides initial evidence on how higher media coverage is associated with a lower tendency of firms withholding bad news, proxied by stock price crash risk. Our main findings are robust to a battery of tests that account for endogeneity concerns including a difference-in-differences analysis based on newspaper closures that exogenously reduce media coverage and a regression-discontinuity design analysis based on the top band of Russell 2000 and lower band of Russell 1000 index stocks. Additional tests reveal that the negative relation between media coverage and stock price crash risk is concentrated within firms with more negative and novel news coverage and firms with higher litigation or reputation risks. We also find that media plays an important role in reducing future stock price crash risk when there is reduced monitoring by other external monitoring mechanisms such as external auditors, financial analysts, and institutional shareholders.

Theories on contextual behavior (e.g., social norm, self-identity, and legitimacy theories) suggest that the religiosity of the geographical area in which an organization operates influences its behavior. Using a sample of 91,020 VC investments in the U.S., we study whether religiosity influences VC investment decisions. Based on prior literature that finds a positive relation between religiosity and risk aversion, we posit that VCs located in more religious counties make less risky investments. We find that VCs located in more religious areas are more likely to be involved in staging and syndication and have a greater propensity to invest in later and expansion stages of portfolio companies. Taken together, our results suggest that VCs located in religious counties tend to be more risk averse.

The green bond market has been growing rapidly worldwide since its debut in 2007. We present the first empirical study on the announcement returns and real effects of green bond issuance by firms in 28 countries during 2007–2017. After compiling a comprehensive international green bond dataset, we document that stock prices positively respond to green bond issuance. However, we do not find a consistently significant premium for green bonds, suggesting that the positive stock returns around green bond announcements are not fully driven by the lower cost of debt. Nevertheless, we show that institutional ownership, especially from domestic institutions, increases after the firm issues green bonds. Moreover, stock liquidity significantly improves upon the issuance of green bonds. Overall, our findings suggest that the firm's issuance of green bonds is beneficial to its existing shareholders.

Do investors' moods influence their contributions to risky investments in equity crowdfunding? Yes. We use cloud cover as a proxy for mood because besides serving as powerful mood stimulus, changes in weather are plausibly exogenous and orthogonal to attributes of crowdfunding campaigns, yielding an advantageous identification strategy. Our results, based on data from Companisto – one of the largest European equity crowdfunding platforms, indicate that change in sky cloud cover from zero to full reduces each investor's contribution amount by about 10–15% (across different specifications). Our paper highlights the broader role of financiers' moods and emotions in providing valuable financial resources to entrepreneurs.

This paper examines the impact of blockchain and crypto-related name changes on corporate and financial performance of the corporations. We document several pieces of evidence suggesting that companies who partake in such “crypto-exuberant” naming practices become more volatile and offer substantial and persistent stock market premiums as a reward for their corporate identity change. However, the retroactive name changes harm firm's short-term profitability and have a dampening effect on financial leverage of the company. This paper advances the Dotcom effect literature by providing novel results on the changing traditional pathways of price discovery and information flows after the announcement of corporate name changes to blockchain-related names. The identified contagion channels display that crypto-exuberant companies become more susceptible to cryptocurrency markets, which should interest regulators and investors.

This study examines how a firm's corporate legal structure may affect its borrowing costs. Corporate legal structure refers to the legal fragmentation of a firm into multiple, separately incorporated entities. This fragmentation is bound to be a factor when lenders determine the pricing of debt and design of contract terms because they can enter into legally enforceable agreements only with specific legal entities. Using a sample of private loans to parent companies in the United States, I find that a more complex corporate legal structure is associated with higher loan spread. The findings are robust to several firm and loan characteristics and are incremental to the effects of other forms of organizational structure, namely business and geographic diversification. Subsequent evidence suggests that the effect of a corporate legal structure on borrowing costs is, at least partly, explained by recovery risk.

Do banks worry about expropriation when an activist hedge fund targets their borrowers or are they reassured that their borrowers will perform better after such targeting? We study 1435 events during the 1996–2013 period in which an activist targeted a US corporation, to examine what happens to loan contract terms post-targeting. We present two new results. First, we show that when a firm is targeted by an activist hedge fund, the lenders of that firm charge a significantly higher rate on future loans and demand collateral more frequently than the loans made to risk- and industry-matched non-targeted firms. Second, we find that this increase in loan rate and the likelihood of collateral demand is limited only to those targets that experience a large positive announcement return when the news of an activist's involvement is first announced. We argue that higher interest rates and greater collateral requirements reflect the increased credit risk for these borrowers due, in part, to the possibility of wealth expropriation by the shareholders. Thus, we provide empirical evidence that an increase in equity value due to an activist's targeting may partially be due to wealth expropriation from creditors.

We have created a novel index that classifies U.S. public firms by their leverage choice. Our statistical approach to the construction of this index considers the interaction of all firm characteristics and unpredictable events that shapes the observed leverage choices. We have subsequently associated our estimates of the degree and persistence of short-term and long-term debt fluctuations with pecking-order, market-timing, and static and dynamic trade-off theories. Our index reveals that: (i) one-third of firms have a stationary leverage target, (ii) adjustments to targets are faster for short-term debt, and (iii) the persistence of long-term debt ratios is driven by investment constraints and market conditions.

Using a sample of US non-financial firms we show that an increase in risk-taking incentives in CEO pay is associated with a greater debt concentration by debt type. This result holds in various empirical settings that account for endogeneity and is in line with the view that a more concentrated debt structure in fewer debt types reduces coordination problems among creditors and the related financial distress costs. Along these lines, we find our results are stronger in riskier firms, in firms with more volatile cash-flows or less stakeholder-orientation and when CEO pay incentives are embedded in vested options that are expected to favor business choices with more immediate negative effects on debtholders' wealth. Overall, our findings are consistent with theoretical models in which the debt structure of a firm acts as a commitment device.