The behavior of consumer loan rates during the 1990 credit slowdown

This study re-examines the 1990 credit slowdown by investigating the loan pricing behavior of commercial banks. We find strong evidence that large, undercapitalized banks contributed to the credit slowdown by charging consumers a higher-than-average loan rate relative to better-capitalized institutions. This disparity in lending exists even after accounting for bank funding costs. Thus, we argue that there was a lending slowdown that occurred among large, undercapitalized banks. The reluctance to lend among undercapitalized banks is at least suggestive of behavior that is consistent with a credit crunch.     

Value creation and pricing in buyouts: Empirical evidence from Europe and North America

Using a unique proprietary data set of 1980 realized and unrealized buyouts completed between 1986 and 2010, we examine entry and exit pricing in buyouts and its influence on private equity (PE) sponsors' returns. We find that besides leverage and operational improvements, EBITDA multiple expansion (i.e. the difference between entry and exit pricing) is a fundamental factor in explaining equity returns and the result of skill rather than pure luck. We also provide evidence that more experienced PE sponsors use more debt to finance a PE transaction and debt is positively related to entry buyout pricing. However, for a transaction with a given leverage level, more experienced PE sponsors are able to negotiate lower prices. In addition, our results show that deals conducted by first time funds which are realized in a later stage of a fund's life cycle are associated with lower exit prices which can be explained by the increased exit pressure for the PE sponsor.     

Earnings Management Surrounding New Debt Issues

We examine whether firms manage earnings before issuing bonds to achieve a lower cost of borrowing. We find significant income‐increasing earnings management prior to bond offerings. We also find that firms that manage earnings upward issue debt at a lower cost, after controlling for various bond issuer and issue characteristics. Our results are consistent with studies that report earnings management around equity issuance. The results indicate that, like equity holders, bondholders fail to see through the inflated earnings numbers in pricing new debt.     

Catastrophe bond pricing in the primary market: The issuer effect and pricing factors

COVID pandemic has highlighted the importance of hedging against catastrophic events, for which the catastrophe bond market plays a critical role. Our paper develops a two-level modelling and uses a unique, hand-collected dataset, which is one of the largest and most detailed datasets to date containing: 101 different issuers, 794 different bonds, spanning 1997–2020. We identify issuer effects robustly, isolating them from bond specific pricing effects, therefore providing more credible pricing factor results. We find that bond pricing and volatility are heavily impacted by the issuer, causing 26% of total price variation. We also identify specific issuer characteristics that significantly impact bond pricing and volatility, such as the issuer’s line of business accounting for up to 36% of total price variation. We further find that issuer effects are significant over different market cycles and time periods, causing substantial price variation. The size and content of our data also enables us to identify the counter-intuitive relation between bond premiums and maturity, and bond premiums and hybrid bond triggers.     

Pricing,issuance volume,and design of innovative securities: The role of investor information

This study investigates the role of asymmetric information for the pricing, issuance volume, and design of innovative securities. By analyzing the information that structured product issuers provide to the investors of those products, we can identify specific sources of asymmetric information between the issuers and investors in this market. We show that issuers exploit this information friction to offer products to investors that appear more profitable for the issuer. In addition, we find that the friction induces issuers to design products with higher information asymmetry. Our results suggest that product issuers’ behavior increases information frictions in the financial system.     

Regulations,earnings management,and post-IPO performance: The Chinese evidence

In this study, we examine whether government regulatory initiatives in China involving IPO by SOEs may have contributed to opportunistic behaviors by the issuer. We focus on two sets of IPO regulations issued between January 1, 1996 and February 11, 1999: pricing regulations, which stipulate that IPO prices be a function of accounting performance, and penalty regulations, which penalize IPO firms for overly optimistic forecasts. We find that IPO firms that report better pricing-period accounting performance have larger declines in post-IPO profitability, lower first-day stock returns and worse long-run post-IPO stock performance. Furthermore, IPO firms that make overoptimistic forecasts also have lower first-day returns and worse post-IPO stock performance. Using non-core earnings as the proxy for earnings management, we document some evidence that IPO firms that report higher pricing-period accounting performance have engaged in more income-increasing earnings management. Hence, pricing regulations may have induced IPO firms to inflate pricing-period earnings and affect the post-IPO performance negatively. On the other hand, penalty regulations have deterred IPO firms from making overoptimistic earnings forecast and therefore have a positive impact on the behavior of IPO firms.     

Family control and investment–cash flow sensitivity: Empirical evidence from the Euro zone

This paper considers the ownership structure of family firms to determine whether family control alleviates or exacerbates investment–cash flow sensitivity in the Euro zone. We find that family-controlled corporations have lower investment–cash flow sensitivities. Further, our results show that this reduced sensitivity is mainly attributable to family firms with no deviations between cash flow and voting rights and to family firms in which family members hold managerial positions. We also find that second largest shareholders affect family firms' sensitivity and are associated with either monitoring (non-family second blockholders) or collusion (family second blockholders). Overall, family control seems to mitigate investment inefficiencies that derive from capital market imperfections.     

Conditional beta pricing models: A nonparametric approach

We propose a two-stage procedure to estimate conditional beta pricing models that allows for flexibility in the dynamics of asset betas and market prices of risk (MPR). First, conditional betas are estimated nonparametrically for each asset and period using the time-series of previous data. Then, time-varying MPR are estimated from the cross-section of returns and betas. We prove the consistency and asymptotic normality of the estimators. We also perform Monte Carlo simulations for the conditional version of the three-factor model of Fama and French (1993) and show that nonparametrically estimated betas outperform rolling betas under different specifications of beta dynamics. Using return data on the 25 size and book-to-market sorted portfolios, we find that the nonparametric procedure produces a better fit of the three-factor model to the data, less biased estimates of MPR and lower pricing errors than the Fama–MacBeth procedure with betas estimated under several alternative parametric specifications.     

Are small family firms financially sophisticated?

We study the drivers of financial sophistication in small family firms. Sophistication is defined as the use of non-basic financial products such as options, swaps, debt restructuring, and mergers and acquisitions (M&A) advisory services. Our analysis is based on a unique dataset with detailed information on 187 Italian family firms. We find that the main drivers of financial sophistication are: (1) the generation that currently owns the firm; (2) the presence of a non-family CFO; and (3) the existence of a non-family shareholder. We analyze the impact of these factors on the following four classes of non-basic financial products: corporate finance, cash management, corporate lending and risk management. Our results can be used to determine the characteristics of financially sophisticated family firms and whether their corporate governance and ownership structure increase the use of non-basic financial products.     

Quote-based competition,market share,and execution quality in NASDAQ-listed securities

We show that competitive quotes help increase dealer market share on NASDAQ, despite the fact that a large proportion of order flow is preferenced. We find that decimal pricing and the introduction of new trading platforms such as SuperSOES and SuperMontage have significantly changed the effect of quote aggressiveness on dealer market share. In particular, decimal pricing reduces (increases) the price (size) elasticity, SuperSOES increases the size elasticity, and SuperMontage increases both the size and price elasticity of dealer market share. We also show that market centers provide greater price improvements and faster executions when they post competitive quotes.     

Issuer Operating Performance and IPO Price Formation

We study the relation between issuer operating performance and initial public offering (IPO) price formation from the initial price range to the offer price to the closing price on the first trading day. For a post‐bubble sample of 2001–2013 IPOs, we find that pre‐IPO net income and, in particular, operating cash flow are strongly, positively associated with the revision from the mid‐point of the initial price range to the offer price and that the “partial adjustment phenomenon” concentrates among issuers with the strongest operating performance. As for why publicly observable information helps predict changes in valuation from when the initial price range is set to when the offer price is set, our findings suggest that strong‐performing issuers, especially those offering small slices of ownership, have lower bargaining incentives and are susceptible to the underwriter(s) low‐balling the price range. Overall, our results suggest an important role for accounting information in understanding the pricing of book‐built IPOs and are consistent with the presence of agency problems between issuers and underwriters.        

The Risk Microstructure of Corporate Bonds: A Case Study from the German Corporate Bond Market

This article presents joint econometric analysis of interest rate risk, issuer‐specific risk (credit risk) and bond‐specific risk (liquidity risk) in a reduced‐form framework. We estimate issuer‐specific and bond‐specific risk from corporate bond data in the German market. We find that bond‐specific risk plays a crucial role in the pricing of corporate bonds. We observe substantial differences between different bonds with respect to the relative influence of issuer‐specific vs. bond‐specific spread on the level and the volatility of the total spread. Issuer‐specific risk exhibits strong autocorrelation and a strong impact of weekday effects, the level of the risk‐free term structure and the debt to value ratio. Moreover, we can observe some impact of the stock market volatility, the respective stock's return and the distance to default. For the bond‐specific risk we find strong autocorrelation, some impact of the stock market index, the stock market volatility, weekday effects and monthly effects as well as a very weak impact of the risk‐free term structure and the specific stock's return. Altogether, the determinants of the spread components vary strongly between different bonds/issuers.     

Partial adjustment toward optimal cash holding levels

Recognizing that industry and capital market conditions may impede a firm's desire to achieve its targeted cash holding levels, we estimate a dynamic model that allows firms to adjust their cash holding levels over time and find evidence consistent with a trade-off type behavior in cash holding levels. We estimate a partial adjustment model and find that firms rapidly correct any deviation from their targeted cash levels. A typical firm in our sample closes this gap within two years. Inconsistent with the agency view of excess cash holdings, we find that cash holding levels for firms with excess cash persists over time compared to those that have a deficit. We also find that smaller firms typically hold excess cash and are quicker to correct deviations than large firms consistent with the view that it is more costly for financially constrained firms to operate at sub-optimal levels of liquid assets.     

The risk in hedge fund strategies: Theory and evidence from long/short equity hedge funds

Theory suggests that long/short equity hedge funds' returns come from directional as well as spread bets on the stock market. Empirical analysis finds persistent net exposures to the spread between small vs large cap stocks in addition to the overall market. Together, these factors account for more than 80% of return variation. Additional factors are price momentum and market activity. Combining two major branches of hedge fund research, our model is the first that explicitly incorporates the effect of funding (stock loan) on alpha. Using a comprehensive dataset compiled from three major database sources, we find that among the three thousand plus hedge funds with similar style classification, less than 20% of long/short equity hedge funds delivered significant, persistent, stable positive non-factor related returns. Consistent with the predictions of the Berk and Green (2004) model we find alpha producing funds decays to “beta-only” over time. However, we do not find evidence of a negative effect of fund size on managers' ability to deliver alpha. Finally, we show that non-factor related returns, or alpha, are positively correlated to market activity and negatively correlated to aggregate short interest. In contrast, equity mutual funds and long-bias equity hedge funds have no significant, persistent, non-factor related return. Expressed differently, L/S equity hedge funds, as the name suggests, do benefit from shorting. Besides differences in risk taking behavior, this is a key feature distinguishing L/S funds from long-bias funds.     

Where's the greenium?

In this study, we investigate whether investors are willing to trade off wealth for societal benefits. We take advantage of unique institutional features of the municipal securities market to provide insight into this question. Since 2013, states and other governmental entities have issued over $23 billion of green bonds to fund eco-friendly projects. Comparing green securities to nearly identical securities issued for non-green purposes by the same issuers on the same day, we observe economically identical pricing for green and non-green issues. In contrast to a number of recent theoretical and experimental studies, we find that in real market settings investors appear entirely unwilling to forgo wealth to invest in environmentally sustainable projects. When risk and payoffs are held constant and are known to investors ex-ante, investors view green and non-green securities by the same issuer as almost exact substitutes. Thus, the greenium is essentially zero.     

Return on capital analysis: U.S.-based multinational corporations versus U.S. domestic corporations

We study the difference between U.S.-based multinational corporations (MNCs) and U.S. domestic corporations (DCs) in terms of management efficiency with return on capital as the measure of management efficiency. We use a fixed effect model to account for heterogeneity and/or the time-specific effect and find that MNCs have lower management efficiency than DCs, which holds after we control for the effects of firm size, GDP growth rate, and growth opportunity on management efficiency. One reason for the low efficiency is the MNCs’ inability to manage their assets well relative to DCs. We also find that there is an inverted U-shaped relationship between return on capital and degree of internationalization, which implies an optimal degree of internationalization. Our result does not confirm the recently proposed three-stage model.     

Trading frequency and asset pricing on the London Stock Exchange: Evidence from a new price impact ratio

This study proposes a new price impact ratio as an alternative to the widely used Amihud’s (2002) Return-to-Volume ratio. We demonstrate that the new price impact ratio, which is deemed Return-to-Turnover ratio, has a number of appealing features. Using daily data from all stocks listed on the London Stock Exchange over the period 1991–2008, we provide overwhelming evidence that this ratio, while being unequivocal to construct and interpret, is also free of a size bias. More importantly, it encapsulates the stocks’ cross-sectional variability in trading frequency, a relatively neglected but possibly important determinant of stock returns given the recently observed trends in financial markets. Overall, our findings argue against the conventional wisdom that there is a simple direct link between trading costs and stock returns by strongly suggesting that it is the compound effect of trading frequency and transaction costs that matters for asset pricing, not each aspect in isolation.     

Macroeconomic risk and the cross-section of stock returns

We develop a conditional version of the consumption capital asset pricing model (CCAPM) using the conditioning variable from the cointegrating relation among macroeconomic variables (dividend yield, term spread, default spread, and short-term interest rate). Our conditioning variable has a strong power to predict market excess returns in the presence of competing predictive variables. In addition, our conditional CCAPM performs approximately as well as Fama and French’s (1993) three-factor model in explaining the cross-section of the Fama and French 25 size and book-to-market sorted portfolios. Our specification shows that value stocks are riskier than growth stocks in bad times, supporting the risk-based story.     

The marketing of seasoned equity offerings

In an accelerated seasoned equity offering (SEO), an issuer foregoes the investment bank's marketing efforts in return for a lower fee. To explain why many issuing firms choose a higher cost fully marketed offer, we posit that the marketing effort flattens the issuer's short-run demand curve. Alternatively stated, with a fully marketed offer, the issuer is paying investment bankers to create demand, making the elasticity of demand at the time of issuance an endogenous choice variable. Empirical analysis shows that both the pre-issue elasticity of the issuing firm's demand curve and the offer size are important determinants of the offer method choice. We find evidence of a large transitory increase in the elasticity of demand for issuers conducting fully marketed SEOs.