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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.

The flight from maturity

Journal of Financial Intermediation 2021 47, 100872
Why did the failure of Lehman Brothers make the financial crisis dramatically worse? Our answer is that the financial crisis was a process of a build-up of risk during the crisis prior to the Lehman failure. During the crisis market participants tried to preserve an option to withdraw by shortening maturities — the “flight from maturity”. We show that the flight from maturity was manifested in a steepening of the term structures of spreads in money markets. With increasingly short maturities, lenders created the possibility of fast exit. The failure of Lehman Brothers was the tipping point of this build-up of systemic fragility. A crisis is a dynamic process in which “tail risk” is endogenous.

Bondholder Concentration and Credit Risk: Evidence from a Natural Experiment

Review of Finance 2016 20(1), 127-159 open access
We exploit the impact of hurricane Katrina on insurance companies to study the relationship between bondholder concentration and credit risk. Redemption-driven sales by property and casualty (re)insurance companies exposed to hurricane Katrina are associated with a large drop in bondholder concentration faced by corporate bond issuers. Exploiting this shock to capture exogenous variation in bondholder concentration, we find that greater bondholder concentration is associated with higher bond yield spreads, as well as with firm characteristics associated with credit risk.

Supply uncertainty of the bond investor base and the leverage of the firm

Journal of Financial Economics 2013 110(1), 185-214
We examine the effect of the bond capital supply uncertainty of institutional investors (e.g., mutual bond funds and insurance companies) on the leverage of the firm using a novel data set. Our main finding is that the supply uncertainty of the firm's bond investor base — measured as (i) the average portfolio turnover, or (ii) the average flow volatility of investors holding the firm's bonds, or (iii) the prevalence of mutual funds among the firm's bondholders as opposed to insurance companies — has a negative and significant effect on the leverage of the firm. The supply uncertainty of the firm's bond investor base also has a negative and significant effect on the firm's probability of issuing bonds, and a positive and significant effect on the firm's probability of issuing equity and borrowing from banks. We take a multi-pronged approach to address potential endogeneity issues, including use of geography-based instruments and firm fixed effects, subsample analyses, and a placebo test. Our results highlight the fragility of access to the bond market for companies that depend on mutual funds with high turnover/ flow volatility as primary bond investors.

Dividend and corporate income taxation with present-biased consumers

Journal of Banking & Finance 2023 152, 106835
Debates on the double taxation of dividends and corporate income have been long-standing. If double taxation were to be avoided, which type of tax policy would be more ideal? Conventional corporate theory based on microeconomic approaches does not yield a definitive answer, as either policy would distort firm investment and decrease firm value. Distinct from previous models, this paper addresses the double taxation issue in a macroeconomic context under a Laibson-type hyperbolic discounting model. In particular, this paper shows that in the hyperbolic economy, dividend taxes can improve consumer welfare, even though they decrease firm value. On the other hand, corporate income taxes negatively impact both consumers and firms. We also extend this result in an infinite-period steady-state model and show quantitative implications.

A comprehensive analysis of the effects of risk measures on bank efficiency: Evidence from emerging Asian countries

Journal of Banking & Finance 2011 35(7), 1727-1735
This study investigates the role of risk in determining the cost efficiency of international banks in eight emerging Asian countries. Researchers of this paper consider three distinct risk aspects under a total of eight risk measures: credit risk, operational risk, and market risk. We apply a heteroscedastic stochastic frontier model to estimate bank cost efficiency in our analysis. Additionally, this study analyzes the marginal effects of all risk measures on the inefficiency effect in order to explore a more detailed relationship between risks and efficiency. The empirical results indicate that the risk measures represent significant effects on both the level and variability of bank efficiency. We also find that these effects vary across countries and over time.

Political promotion incentives and banking supervision: Evidence from a quasi-natural experiment in China

Journal of Banking & Finance 2023 156, 107012
We document the importance of political promotion incentives for supervisors in banking supervision. Utilizing the merger of the China Banking Regulatory Commission (CBRC) and the China Insurance Regulatory Commission (CIRC) in 2018, we explore the actions of head of the CBRC's regional offices. We find that the increased political promotion incentives are associated with higher frequency, greater amount, and greater severity of penalties in regional banking supervision. The enhanced supervision is more remarkable when the head of the CBRC's regional offices has a higher political rank. After the merger of the two commissions, the regional banking supervision is significantly weakened with the disappearance of political promotion incentives. Furthermore, these enhanced regional supervision triggered by the merger event reduce bank risk. Our findings show that the increased political promotion incentives affect the supervisor's activities and improve the supervision effectiveness.

China's no-bailout reform: Impact on bond yields and rating standards

Journal of Banking & Finance 2021 133, 106282
The Chinese government broke its long-standing practice of bond bailouts in March 2014. The number and value of bond defaults increased substantially in the following years. We investigate bond defaults in China from 2014 to 2019 and examine the impact of no-bailout reform. We find significantly higher yield spreads on lower-rated bonds over AAA bonds after the policy change. Furthermore, we document much lower default rates for SOE bonds than non-SOE bonds and an increased funding advantage of SOEs after March 2014. Surprisingly, credit rating agencies loosened rating standards in response to the policy change, suggesting their caving into issuer demands for higher ratings.

Split bond ratings and rating migration

Journal of Banking & Finance 2008 32(8), 1613-1624
This paper examines the relationships between split ratings and ratings migration. We find that bonds with split ratings are more likely to have future rating changes. A one-notch (more-than-one-notch) split rating increases the probability of rating change within one year of initial issuance by about 3% (6%). Furthermore, we find that about 30% of split rated bonds have their two ratings converge after four years of initial issuance. The rating convergence tapers off after three years, and the rating agency with a higher (lower) initial rating generally maintains a higher (lower) rating in subsequent years if the two ratings do not converge. We also show that rating transition estimation can be improved by taking into consideration split ratings. We find that one-year rating transition matrices are significantly different between non-letter-split rated bonds and letter-split rated bonds, and we show that the difference has an economically significant impact on the pricing of credit spread options and VaR-based risk management models. Overall, our results suggest that split ratings contain important information about subsequent rating changes.