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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).

Do brokers manage the distribution of stock recommendations?

Contemporary Accounting Research 2025 42(3), 1870-1898 open access
This study examines whether and how brokers manage the distribution of their stock recommendations. We document that if a broker's percentage of buy recommendations in a quarter is substantially higher than its target level, the broker issues significantly fewer buy recommendations than other brokers in the following quarter. This evidence remains robust after controlling for mean reversion in the data and varies systematically with brokers' expected benefits and costs of managing the distribution. Exploring possible methods to manage the distribution, we find evidence suggesting that brokers alter the timing of recommendation initiations and reiterations, and shift recommendations between adjacent quarters. Finally, we show that distribution management affects the informativeness of stock recommendations in the market.

Financial Leverage, Information Quality, and Efficiency*

Contemporary Accounting Research 2023 40(2), 1082-1106 open access
We examine information quality and financial leverage when an entrepreneur needs financing to undertake a risky project and his effort input affects the project's outcome. We show that information quality and financial leverage interact to play active roles in both investment and effort decisions. Our analysis shows a positive association between leverage and optimal information quality—when leverage is low (high), low (high) information quality is optimal. This is because with low leverage, the entrepreneur is already motivated by his large share of the outcome to exert effort, and high information quality is not efficient as a precise bad signal discourages the entrepreneur's effort. In contrast, when leverage is high and thus the entrepreneur is less motivated by his residual cash flows, high information quality is optimal, because a precise good signal encourages the entrepreneur's effort. Our study highlights the joint effect of information quality and financial leverage on overall efficiency through firms' effort inputs as well as on defining investment efficiency.

International Evidence on the Matching Between Revenues and Expenses

Contemporary Accounting Research 2016 33(3), 1267-1297
This study investigates the time‐series trend and determinants of matching between revenues and expenses in a sample of 42 countries. We find that the decline in matching documented by Dichev and Tang ( ) is not unique to the United States, but is a worldwide phenomenon. Our results show that matching is weaker in countries with (i) wider use of accrual accounting; (ii) a larger proportion of firms reporting significant special items; (iii) slower economic growth; (iv) more research and development activities; (v) larger service sectors; and (vi) stronger investor protection. We find no evidence that mandatory adoption of International Financial Reporting Standards affects matching. Changes in accounting and economic factors collectively explain the downward trend in matching. Overall, the results suggest that both accounting and economic factors are important determinants of matching over time and across countries.

Financial Ratios and Corporate Endurance: A Case of the Oil and Gas Industry*

Contemporary Accounting Research 1993 9(2), 667-694
A major function of financial statement analysis is to assess the risk of financial distress. Since Beaver's (1966) and Altaian's (1968) pioneering works, voluminous studies have been devoted to exploring the use of accounting information in predicting business failure. We apply survival analysis to study a class of financial distress when a financial analyst can identify an event that sets off the dynamic process of business adversity and would like to find out how long a firm can endure the adversity. We use the case of the oil and gas industry during the turmoil of the early 1980s and apply survival analysis to study how long a firm can endure this drastic oil price decline before facing financial distress. Our results indicate that the liquidity ratio, leverage ratio, operating cash flows, success in exploration, age, and size are significant factors affecting corporate endurance. Résumé. Une fonction majeure de l'analyse des états financiers consiste à évaluer le risque de difficultés financières. Depuis les travaux d'amorce de Beaver et Altman, de volumineuses études ont été consacrées à l'analyse approfondie de l'utilisation de l'information comptable dans la prédiction des faillites d'entreprises. Les auteurs appliquent l'analyse de survie à l'étude d'une catégorie de difficultés financières pour laquelle l'analyste financier parvient à déterminer un événement qui déclenche le processus dynamique des difficultés de l'entreprise et aimerait déterminer pendant combien de temps cette dernière pourra résister à ces difficultés. Les auteurs évoquent le cas du secteur pétrolier et gazier au cours de la période tumultueuse du début des années 80 et appliquent l'analyse de survie à l'étude du temps pendant lequel une entreprise pouvait résister à un déclin radical du prix du pétrole avant d'éprouver des difficultés financières. Les résultats de l'étude démontrent que le ratio de liquidité, le ratio de levier, les flux monétaires provenant de l'exploitation, le succès des activités d'exploration, l'âge et la taille de l'entreprise sont des facteurs importants qui influent sur sa résistance.

Climate risk and payout flexibility around the world

Journal of Banking & Finance 2024 166, 107233 open access
Using a large sample of firms from 45 countries, we find that firms in countries with high-climate risk reduce their cash dividends but increasingly use share repurchases to make payouts. The evidence suggests that firms substitute dividends with repurchases to increase their payout flexibility in response to heightened climate risk. Operating volatility and financial constraints are two channels through which climate risk affects firms’ payout flexibility. Further analysis shows that the effect of climate risk on payout flexibility is more pronounced for firms that are more vulnerable to climate risk, and in countries where people are more concerned about climate risk and the national culture emphasizes uncertainty avoidance and long-term orientation.

Information environment and investor behavior

Journal of Banking & Finance 2015 59, 250-264
Market reactions to non-fundamental news (or no-news) reverse for extreme firm information environments. A one percentage increase in intangible returns for small firms (large firms) lead to a 2.33% decrease (0.70% increase) in monthly returns over the next 12months. The results are robust to firm characteristics adjustments, alternative measures of firm information environment and private information, idiosyncratic risk, and microstructure effects. The results are consistent with the cross-sectional findings of confirmation bias, where investors show stronger bias when the information environment is rich. We derive a model with confirmation bias that further explains the cross-sectional momentum pattern for the majority of firms in the market.

Corporate social responsibility in the banking industry: Motives and financial performance

Journal of Banking & Finance 2013 37(9), 3529-3547
The current study investigates the association between corporate social responsibility (CSR) and financial performance (FP), and discusses the driving motives of banks to engage in CSR. Three motives, namely, strategic choices, altruism, and greenwashing, suggest that the relationship between CSR and FP is positive, non-negative, and non-existent, respectively. We obtained our sample, which covered 2003–2009, from the Ethical Investment Research Service (EIRIS) databank and Bankscope database. The data consists of 162 banks in 22 countries. We then classified the banks into four types based on their degree of engagement in CSR. This study proposes the use of an extended version of the Heckman two-step regression, in which the first step adopts a multinomial logit model, and the second step estimates the performance equation with the inverse Mills ratio generated by the first step. The empirical results show that CSR positively associates with FP in terms of return on assets, return on equity, net interest income, and non-interest income. In contrast, CSR negatively associates with non-performing loans. Hence, strategic choice is the primary motive of banks to engage in CSR.