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The Macroeconomic Uncertainty Premium in the Corporate Bond Market

Journal of Financial and Quantitative Analysis 2021 56(5), 1653-1678
We examine the role of macroeconomic uncertainty in the cross section of corporate bonds and find a significant uncertainty premium for both investment-grade (IG) (0.40% per month) and non-investment-grade (NIG) (0.81% per month) bonds. The economic-uncertainty premium declines as we progressively remove downgraded bonds, indicating that the premium represents an increase in required returns for bonds with higher credit and macroeconomic risk. The economic-uncertainty premia vary across equities and bonds in a manner consistent with the heterogeneous risk-aversion levels of dominant players in equities (retail investors) versus bonds (institutional investors).

Aggregate Earnings and Market Returns: International Evidence

Journal of Financial and Quantitative Analysis 2014 49(4), 879-901
Kothari, Lewellen, and Warner (2006) document that aggregate earnings changes in the United States are negatively related to contemporaneous market returns. In this study we show that this negative aggregate earnings-returns relation is unique to the United States. In 28 non-U.S. markets, aggregate earnings changes are positively associated with contemporaneous market returns. Further evidence shows that the aggregate earnings-returns relation becomes less positive in countries with more transparent financial disclosure that helps investors forecast earnings more precisely. Our result supports Sadka and Sadka’s (2009) argument that predictability of aggregate earnings leads to the negative relation between aggregate earnings and market returns in the United States.

Why Do Mutual Funds Hold Lottery Stocks?

Journal of Financial and Quantitative Analysis 2022 57(3), 825-856
We provide evidence regarding mutual funds’ motivation to hold lottery stocks. Funds with higher managerial ownership invest less in lottery stocks, suggesting that managers themselves do not prefer such stocks. The evidence instead supports that managers cater to fund investors’ preference for such stocks. In particular, funds with more lottery holdings attract larger flows after portfolio disclosure compared with their peers, and poorly performing funds tend to engage in risk shifting by increasing their lottery holdings toward year-ends. Funds’ aggregate holdings of lottery stocks contribute to their overpricing.

Is Carbon Risk Priced in the Cross Section of Corporate Bond Returns?

Journal of Financial and Quantitative Analysis 2025 60(1), 1-35 open access
This article examines the pricing of a firm’s carbon risk in the corporate bond market. Contrary to the “carbon risk premium” hypothesis, bonds of more carbon-intensive firms earn significantly lower returns. This effect cannot be explained by a comprehensive list of bond characteristics and exposure to known risk factors. Investigating sources of the low carbon alpha, we find the underperformance of bonds issued by carbon-intensive firms cannot be fully explained by divestment from institutional investors. Instead, our evidence is most consistent with investor underreaction to the predictability of carbon intensity for firm cash-flow news, creditworthiness, and environmental incidents.

Short-Sale Constraints and Options Trading: Evidence from Reg SHO

Journal of Financial and Quantitative Analysis 2020 55(5), 1555-1579
We examine the effects of a temporary suspension of short-sale price tests on the options market. Consistent with the notion that put option trading substitutes for short selling, we find a significant reduction in put option volume. In addition, pressure on put option prices significantly declines, violations of the put-call parity become significantly less frequent, and option volume becomes less informed. Our findings add clarity to a long-standing debate on whether investors use options to circumvent equity short-selling restrictions.

Personal Bankruptcy Laws and Corporate Policies

Journal of Financial and Quantitative Analysis 2020 55(7), 2397-2428
In this article we examine whether and how changes in personal bankruptcy laws, viewed as a shock to employees’ expected personal wealth, affect corporate policies. Following a reform in personal bankruptcy laws that limits individuals’ access to bankruptcy protection, firms more affected by this regulation reform increase labor costs, reduce investment, and engage in less risk taking. The effects are stronger when employees have more bargaining power. Furthermore, firms in industries characterized by high unemployment risk reduce leverage. These results support the view that firms choose more conservative policies to mitigate employees’ expected welfare losses.