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State Ownership and Debt Choice: Evidence from Privatization

Journal of Financial and Quantitative Analysis 2019 54(3), 1313-1346
Using a large sample of privatized firms, we find that state ownership is significantly positively associated with the use of bank debt financing, suggesting that privatized firms benefit from the soft budget constraint associated with state ownership. We further find that the relation is more pronounced in countries with high government ownership of banks, high corruption in bank lending, a left-oriented government, and a collectivist national culture, which provides additional support for the soft-budget-constraint view. Finally, in external validity tests, we find that state ownership affects other aspects of debt structure, such as debt maturity and debt security.

Investor Protection and the Long-Run Performance of Activism

Journal of Financial and Quantitative Analysis 2019 54(1), 61-100
Using a parsimonious measure of investor protection constructed from fund organizational characteristics, this paper documents that companies targeted by activists with better investor protection structures outperform those targeted by those with poor investor protection structures by roughly 10% per year. The outperformance is observed only for active targets for which Schedule 13Ds are filed, not for passive Schedule 13G investments, indicating that the effect is not explained by a superior target-selection ability. The evidence suggests that funds with better investor protection achieve increased profitability and valuation ratio of their targets by reducing agency costs, improving corporate governance, and collaborating with other large institutional investors.

Two Trees with Heterogeneous Beliefs: Spillover Effect of Disagreement

Journal of Financial and Quantitative Analysis 2019 54(4), 1791-1819 open access
In a model where investors disagree about the fundamentals of two stocks, the state-price density depends on investor disagreements for both stocks, especially the larger stock. This implies that disagreement among investors in a large firm has a spillover effect on the pricing of other stocks owned by these investors. The pricing effects of investor disagreements crucially depend on the average belief biases. Empirical findings support the novel model prediction of a disagreement spillover effect and help reconcile some mixed evidence in the literature.

Investor Inattention and Stock Prices: Evidence from Acquisitions with a Choice of Payment Type

Journal of Financial and Quantitative Analysis 2019 54(3), 1347-1369
I report evidence that shareholders holding a combined 15% of shares are inattentive or partially inattentive when confronted with the decision to receive cash or stock for their shares in acquisitions. The average cost of such inattention is 2%, and it increases to 6% for the tertile of transactions with the greatest difference between the cash and stock values. Most interestingly, I show that inattention affects stock prices because attentive shareholders bid up the stock price in anticipation of a wealth transfer from inattentive shareholders.

Optimal Consumption and Investment under Time-Varying Liquidity Constraints

Journal of Financial and Quantitative Analysis 2019 54(4), 1643-1681
We study consumption and investment decisions given realistic time-varying constraints on borrowing. We first consider the case where borrowing is constrained by a maximum debt-to-income ratio. We then consider collateral borrowing with a maximum loan-to-value ratio. The resulting implications for optimal policies differ considerably from those obtained in the existing literature based on fixed borrowing limits but are consistent with those documented in the empirical literature.

High-Frequency Trading Competition

Journal of Financial and Quantitative Analysis 2019 54(4), 1469-1497 open access
Theory on high-frequency traders (HFTs) predicts that market liquidity for a security decreases in the number of HFTs trading the security. We test this prediction by studying a new Canadian stock exchange, Alpha, that experienced the entry of 11 HFTs over 4 years. We find that bid–ask spreads on Alpha converge to those at the Toronto Stock Exchange as more HFTs trade on Alpha. Effective and realized spreads for non-HFTs improve as HFTs enter the market. To explain the contrast with theory, which models the HFT as a price competitor, we provide evidence more consistent with HFTs fitting a quantity-competitor framework.

Attitudes Toward Noncompliance and the Demand for External Financing

Journal of Financial and Quantitative Analysis 2019 54(2), 967-991 open access
We study the link between the individual propensity to violate moral principles and the demand for finance based on two data sets: the World Values Survey and a data set with the legal records of U.S. chief executive officers (CEOs). We find that individuals who are more tolerant of moral principle violations are more likely to borrow. Corporate executives with legal records are also associated with larger mortgages. Reverse causality and attitudes toward risk are unlikely explanations for our findings. We contend that noncompliance relaxes participation constraints in capital markets by lowering the psychological costs of entering and breaking a contract.

Investment Commonality across Insurance Companies: Fire Sale Risk and Corporate Yield Spreads

Journal of Financial and Quantitative Analysis 2019 54(6), 2543-2574 open access
Insurance companies often follow highly correlated investment strategies. As major investors in corporate bonds, their investment commonalities subject investors to fire sale risk when regulatory restrictions prompt widespread divestment of a bond following a rating downgrade. Reflective of fire sale risk, the clustering of insurance companies in a bond has significant explanatory power for yield spreads, controlling for liquidity, credit risk, and other factors. The effect of insurer clustering on bond yield spreads is more evident for bonds held to a greater extent by capital-constrained insurance companies, those with ratings closer to National Association of Insurance Commissioners risk categories with larger capital requirements, and during the financial crisis.

Coskewness Risk Decomposition, Covariation Risk, and Intertemporal Asset Pricing

Journal of Financial and Quantitative Analysis 2019 54(1), 335-368 open access
We develop an intertemporal asset pricing model where cash-flow news, discount-rate news, and their second moments are priced by the market. This model generalizes the market-return decomposition framework, showing that intertemporal considerations imply a decomposition of squared market returns (coskewness risk). Our model accounts for 68% of the return variation across portfolios sorted by size, book-to-market ratio, momentum, investment, and profitability for a modern U.S. sample period. Further, our findings highlight the importance of covariation risk, that is, the risk of simultaneous unfavorable shocks to cash flows and discount rates, in understanding equity risk premia.

Employment, Corporate Investment, and Cash-Flow Risk

Journal of Financial and Quantitative Analysis 2019 54(4), 1855-1898
We highlight the role of cash-flow uncertainty on corporate employment and investment. We find that a 1% increase in cash-flow uncertainty leads to a 0.62% decrease in tangible investment, a 1.39% decrease in intangible investment, and a 3.67% decrease in corporate employment growth. Our results are statistically and economically significant. We further find that these relationships are stronger during economic recessions. Our findings have significant policy implications. To wit, if policy makers would like corporations to increase their employment and investment, they should focus on policies that decrease corporate cash-flow uncertainty.