To make high-quality research more accessible and easier to explore.

Fields:

Multinationality and firm value: The role of real options awareness

Journal of Corporate Finance 2017 46, 77-96 open access
We contribute to multinationality and real options theories by considering the role of firm heterogeneity in real options awareness for MNCs. We test the joint impact of real options awareness (RO-AWN) and multinationality on firm value using an extensive sample of U.S.-listed international firms over the ten-year period 1996–2005. We show that when a firm's growth options and degree of RO-AWN are considered, multinationality has a significant positive impact on firm value and performance as measured by Tobin's Q, return-on-assets and the 3-year average stock returns. We find that the benefits of multinationality accrue asymmetrically to firms differing in RO-AWN. Managers who are more aware of their corporate real options are able to significantly enhance firm value. Our findings are robust to a range of dataset and measurement specifications, endogeneity issues and controlling for alternative theories of the firm.

Investor ambiguity, systemic banking risk and economic activity: The case of too-big-to-fail

Journal of Corporate Finance 2020 62, 101549 open access
This paper examines the relationship between investors' ambiguity in the financial options market and systemic banks' risk. Eliciting ambiguity information from option pricing data on the twelve major U.S. banks between 2003 and 2010, we show that higher behavioral deviations from risk-neutral and Bayesian valuation (i.e., investor ambiguity) are associated with higher systemic banks' downside, market and credit risks. Consistent with behavioral explanations, we confirm the detrimental effect of ambiguity on financial market outcomes and find strong evidence of ambiguity among call and put option holders. Variance decomposition indicates that such a pattern of behavior explains a significant proportion of U.S. banking risk variance. This effect is more pronounced during periods of economic turbulence and bank stress (i.e., the 2007–2009 crisis), and holds after controlling for size, tail risk, implied volatility, and volatility of volatility dynamics. We also document that ambiguity from the financial market has a depressing impact on real economic activity, including capacity utilization, non-farm payrolls and overall economic performance. Our findings are robust to alternative specifications of ambiguity such as multiple priors and expected utilities with uncertain probabilities.

Is bailout insurance and tail risk priced in bank equities?

Journal of Financial Stability 2021 55, 100909 open access
We present a pricing model of bank bailout insurance guarantees against tail risk and empirical evidence that provides a rational explanation why big bank equities “underperform” relative to small banks during normal times while they “overperform” during crises. A new measure accounting for left-tail risk protection against losses conditional on a crisis explains the “underperformance” of large banks during normal periods. Over the long-term spanning several economic cycles, bank assets are fairly priced regardless of size. Our empirical evidence supports our model’s predicted pattern of excess bank return reversals across economic cycles following Too-Big-To-Fail (TBTF) bailout policy in 1984.

Real Options, Idiosyncratic Skewness, and Diversification

Journal of Financial and Quantitative Analysis 2017 52(1), 215-241 open access
We show how firm-level real options lead to idiosyncratic skewness in stock returns. We then document empirically that growth option variables are positive and significant determinants of idiosyncratic skewness. The real option impact on skewness is more significant in firms with lottery-type features, small size, high volatility, distressed, low return on assets, and low book-to-market ratio. We also find that expectation on idiosyncratic skewness is associated with lower Sharpe ratios. This suggests investors are willing to sacrifice mean-variance portfolio efficiency for greater skewness deriving from real options. Furthermore, financial flexibility has a positive incremental effect, enhancing the beneficial role of asset flexibility on idiosyncratic skewness.

US government TARP bailout and bank lottery behavior

Journal of Corporate Finance 2021 66, 101777 open access
Considerable debate surrounds how the US government's TARP bailout intervention has affected the risk-taking and moral hazard behavior of U.S. banks around the global financial crisis. We examine this issue with a focus on lottery behavior introducing MAX/MIN as a new measure of lotteryness in banking to capture the loss protection from bank bailout guarantees. We find that the TARP bailout increased the likelihood of bank lotteryness and risk shifting. Lottery-like bank equities are riskier after TARP and exhibit fatter right to left tails. A consistent pattern of risk taking and lottery behavior extends both before and after the 2008–2009 crisis, engulfing the largest systemic banks (SIFIs). While confirming that lottery-like bank equities have lower short-term return, we find they exhibit better cumulative long-term return performance. Our findings have important policy implications regarding government intervention in banking crises.

Corporate liquidity and dividend policy under uncertainty

Journal of Banking & Finance 2017 81, 221-235 open access
We examine optimal liquidity (retained earnings) and dividend choice incorporating debt financing with risk of default and bankruptcy costs as well as growth options under revenue uncertainty. We revisit the conditions for dividend policy irrelevancy and the broader role of retained earnings and dividends. Retained earnings have a net positive impact on firm value in the presence of growth options, high external financing costs and low default risk. High levels of retained earnings enhance debt capacity but have a negative effect on equity value due to the likelihood of losing accumulated cash balances in case of default, unless offset by high external financing costs. Opposite directional effects of retained earnings on equity and debt create a U-shaped relation with firm value. The framework is extended to analyze management-shareholder conflicts, demonstrating that managers accumulate higher than optimal cash.

Outsourcing flexibility under financial constraints

Journal of Corporate Finance 2021 67, 101890 open access
We posit that outsourcing flexibility helps overcome financial constraints and provide evidence concerning the role of financial constraints and its interaction with operational flexibility on the likelihood and market value of outsourcing. We find that the likelihood of outsourcing is higher the greater the firm's financial constraints prior to outsourcing and that the effect of financial constraints on the likelihood of outsourcing is greater the lower the ex-ante operational flexibility, suggesting partial substitution between financial and operational flexibility. We further show that the market value impact of outsourcing announcements is predominantly positive confirming net flexibility gains positively related to ex-ante financial constraints. Our findings suggest that outsourcing is a vehicle for flexibility acquisition and that financial constraints play a prominent role.

Enhancement in a firm's information environment via options trading and the efficiency of corporate investment

Journal of Banking & Finance 2023 149, 106809 open access
We examine the association between enhancement in a firm's information environment via options trading and firm investment efficiency. Investment inefficiency is partly driven by information asymmetries between firm managers and capital providers, aggravating moral hazard concerns. We test whether enhancement in a firm's information environment through higher volumes of options trading (including a natural experiment involving exogenous shocks via the Penny Pilot Program) is positively related to more efficient firm investment decisions. Our results confirm that enhanced informational efficiency via higher volumes of options trading is positively related to improvements in firm-level investment efficiency. Our findings are in line with the enhancement in the information environment stemming from options trading reducing agency and moral hazard concerns (an agency channel) and are not driven by alternative explanations such as managerial learning from informed traders or a lower cost of capital. Overall, our findings suggest that an enhanced information environment via more options trading benefits firms’ investment decisions.

Growth Options and Related Stock Market Anomalies: Profitability, Distress, Lotteryness, and Volatility

Journal of Financial and Quantitative Analysis 2020 55(7), 2150-2180 open access
We provide new evidence on the economic role of growth options behind the profitability, distress, lotteryness, and volatility anomalies. We use idiosyncratic skewness to measure growth options and estimate expected idiosyncratic skewness capturing investors’ expectations about the firm’s mix of growth options versus assets-in-place. We find that investors require a positive premium to hold stocks of inflexible firms with low growth options and negative expected skewness and that a newly proposed skewness factor based on growth options explains the aforementioned anomalies. Thus, the new measure of expected idiosyncratic skewness may serve to reduce the number of anomalies in the literature.