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Finance and Misallocation: Evidence from Plant-Level Data

American Economic Review 2014 104(2), 422-458
We use producer-level data to evaluate the role of financial frictions in determining total factor productivity (TFP). We study a model of establishment dynamics in which financial frictions reduce TFP through two channels. First, finance frictions distort entry and technology adoption decisions. Second, finance frictions generate dispersion in the returns to capital across existing producers and thus productivity losses from misallocation. Parameterizations of our model consistent with the data imply fairly small losses from misallocation, but potentially sizable losses from inefficiently low levels of entry and technology adoption.

Acquisition finance and market timing

Journal of Corporate Finance 2014 25, 73-91
Bidders have an incentive to pay with stock when their shares are overvalued, but target firms should be reluctant to accept such overvalued payment. In a sample of 2978 acquisitions, we find that stock payment is readily accepted only when the bidder can justify the financing decision in terms of such economic fundamentals as optimal capital structure. Yet even when the fundamentals justify stock payment, paying with cash is common. In that way, firms can preclude paying with undervalued stock and are more likely to experience positive long-term excess returns.

Contracts, governance, and country risk in project finance: Theory and evidence

Journal of Corporate Finance 2014 26, 124-144 open access
Project finance links financial structure to the operational characteristics of the project to optimize the allocations of various project risks. We develop a model in which concession grants and offtake agreements benefit both public and private sponsors in the presence of political risk. The public can use these contracts to incentivize the private sponsor to undertake an otherwise unacceptable project while benefiting from delegating the process of financing, building, and operating the project to the private sponsor. For the private sponsor, the government concession grant, while improving financial returns, entails political influence. We develop hypotheses connecting these contract choices to the public–private partnership governance structure of project finance and provide supporting evidence. Our findings suggest that a country's political and financial risks have significant impacts on the contract choice as well as the public–private governance structure in project finance. Projects in greater political risk countries tend to be structured with less government involvement in order to avoid political influence of the local government. Projects with the private finance initiative end up with more government involvement and control in order to protect the public interest.

Financial development and innovation: Cross-country evidence

Journal of Financial Economics 2014 112(1), 116-135 open access
We examine how financial market development affects technological innovation. Using a large data set that includes 32 developed and emerging countries and a fixed effects identification strategy, we identify economic mechanisms through which the development of equity markets and credit markets affects technological innovation. We show that industries that are more dependent on external finance and that are more high-tech intensive exhibit a disproportionally higher innovation level in countries with better developed equity markets. However, the development of credit markets appears to discourage innovation in industries with these characteristics. Our paper provides new insights into the real effects of financial market development on the economy.

Sell‐Side Analyst Research and Stock Comovement

Journal of Accounting Research 2014 52(4), 911-954
We document that a stock's price around a recommendation or forecast covaries with prices of other stocks the issuing analyst covers. The effect of shared analyst coverage on stock price comovement extends beyond analyst activity days. A stock's daily returns covary with the returns of other stocks with which it shares analyst coverage. These links between stock price comovement and shared analyst coverage are consistent with the coverage‐specific information we find in earnings forecasts; analysts who cover both stocks in a pair expect future earnings of the stocks to be more highly correlated than do analysts who cover only one stock from the pair. Collectively, our evidence indicates that analyst research produces coverage‐specific spillovers that raise price comovement among stocks that share analyst coverage. The strength of these spillovers is comparable to spillovers from broad industry and market information in analyst research.

Binary Choice Models with Social Network under Heterogeneous Rational Expectations

The Review of Economics and Statistics 2014 96(3), 402-417
This paper extends Brock and Durlauf's (2001a, 2001b) binary choice complete network (or group interaction) model with homogeneous rational expectations to a general network model with heterogeneous rational expectations. In our model, individuals will form expectations regarding peers' behaviors taking into account their characteristics. Endogenous, contextual, and correlated effects are all identifiable. Conditions for unique equilibrium are established. For a complete network with heterogeneous rational expectations, multiple equilibria can be characterized by an aggregate scalar index. The empirical results on adolescents' smoking behaviors show significant endogenous and contextual effects, even after controlling for school-grade random effects and school fixed effects.

Shareholder Litigation, Reputational Loss, and Bank Loan Contracting

Journal of Financial and Quantitative Analysis 2014 49(4), 1101-1132 open access
We examine shareholder litigation and the price and nonprice terms of bank loan contracts. After filing a lawsuit, defendant firms pay higher loan spreads and up-front charges, experience more financial covenants, and are more likely to have a collateral requirement. These findings are consistent with reputational losses associated with shareholder litigation. The magnitude of a firm’s lost market value when the lawsuit is filed is positively related to the increase in the firm’s future borrowing costs. We investigate whether the lawsuit allegations and its merit affect future bank loan terms. Our results do not appear to be affected by self-selection.

Do leveraged exchange-traded products deliver their stated multiples?

Journal of Banking & Finance 2014 43, 29-47
Using the longest history of a U.S. equity market index, this paper simulates the return deviation and multiple deviation for Leveraged Exchange-Traded Products (LETPs) with different rebalancing frequencies, including daily, monthly, annually, and every five years, over various holding periods. We find that the general perception that daily-rebalanced LETPs are not suitable for long-term strategies is not substantiated. Advancing the analysis, we construct a comprehensive framework that determines the deviation of an LETP’s effective multiple from its stated product multiple under various rebalancing frequencies and holding period scenarios. The empirical framework and results from this paper hold the promise of guiding regulators, policy makers, and investors in their understanding of the tracking performance of LETPs.

Stock Return Predictability and Variance Risk Premia: Statistical Inference and International Evidence

Journal of Financial and Quantitative Analysis 2014 49(3), 633-661
Recent empirical evidence suggests that the variance risk premium predicts aggregate stock market returns. We demonstrate that statistical finite sample biases cannot “explain” this apparent predictability. Further corroborating the existing evidence of the United States, we show that country-specific regressions for France, Germany, Japan, Switzerland, the Netherlands, Belgium, and the United Kingdom result in quite similar patterns. Defining a “global” variance risk premium, we uncover even stronger predictability and almost identical cross-country patterns through the use of panel regressions.

Excess perks and stock price crash risk: Evidence from China

Journal of Corporate Finance 2014 25, 419-434
We investigate the impact of excess perk consumption on crash risk in state-owned enterprises in China. To enjoy excess perks, executives in state-owned enterprises have an incentive to withhold bad news for extended periods, leading to higher future stock price crash risk. Consistent with this assertion, we find a positive correlation between excess perks and crash risk. The findings are robust to the inclusion of other determinants of crash risk identified in the literature, such as earnings management, conditional conservatism, and firm-level corporate governance mechanisms. The results still hold after accounting for possible endogeneity issues using a two-stage least squares estimation. Earnings management (conditional conservatism) helps amplify (lessen) this impact. Moreover, better external monitoring mitigates the impact of excess perks on firm crash risk. We further find that the impact of excess perks on crash risk is more pronounced in firms whose executives are approaching retirement and persists for at least two years.