Market Expectations in the Cross‐Section of Present Values

Returns and cash flow growth for the aggregate U.S. stock market are highly and robustly predictable. Using a single factor extracted from the cross‐section of book‐to‐market ratios, we find an out‐of‐sample return forecasting R² of 13% at the annual frequency (0.9% monthly). We document similar out‐of‐sample predictability for returns on value, size, momentum, and industry portfolios. We present a model linking aggregate market expectations to disaggregated valuation ratios in a latent factor system. Spreads in value portfolios’ exposures to economic shocks are key to identifying predictability and are consistent with duration‐based theories of the value premium.     

Housing Collateral, Consumption Insurance, and Risk Premia: An Empirical Perspective

In a model with housing collateral, the ratio of housing wealth to human wealth shifts the conditional distribution of asset prices and consumption growth. A decrease in house prices reduces the collateral value of housing, increases household exposure to idiosyncratic risk, and increases the conditional market price of risk. Using aggregate data for the United States, we find that a decrease in the ratio of housing wealth to human wealth predicts higher returns on stocks. Conditional on this ratio, the covariance of returns with aggregate risk factors explains 80% of the cross‐sectional variation in annual size and book‐to‐market portfolio returns.     

Implications of Keeping‐Up‐with‐the‐Joneses Behavior for the Equilibrium Cross Section of Stock Returns: International Evidence

This paper tests the cross‐sectional implications of “keeping‐up‐with‐the‐Joneses” (KUJ) preferences in an international setting. When agents have KUJ preferences, in the presence of undiversifiable nonfinancial wealth, both world and domestic risk (the idiosyncratic component of domestic wealth) are priced, and the equilibrium price of risk of the domestic factor is negative. We use labor income as a proxy for domestic wealth and find empirical support for these predictions. In terms of explaining the cross‐section of stock returns and the size of the pricing errors, the model performs better than alternative international asset pricing models.     

A Unified Theory of Tobin's q,Corporate Investment,Financing, and Risk Management

We propose a model of dynamic investment, financing, and risk management for financially constrained firms. The model highlights the central importance of the endogenous marginal value of liquidity (cash and credit line) for corporate decisions. Our three main results are: (1) investment depends on the ratio of marginal q to the marginal value of liquidity, and the relation between investment and marginal q changes with the marginal source of funding; (2) optimal external financing and payout are characterized by an endogenous double‐barrier policy for the firm's cash‐capital ratio; and (3) liquidity management and derivatives hedging are complementary risk management tools.     

Timing of Sale,Pricing, and Cost Information: Evidence from the Airline Industry*

This study examines the association between when an airline sells its passenger seats and the pricing method (marginal cost or full cost) it employs. Prior literature suggests that when firms are able to change prices during the selling period, the optimality of full cost pricing or marginal cost pricing depends on when demand information is revealed during the period between capacity commitment decisions and time of sale. Full cost‐based pricing is appropriate in determining capacity commitment and prices simultaneously, while marginal cost provides more relevant information for pricing when capacity has been committed. Using the price and cost data from a sample of four U.S. domestic airlines, we find that full cost explains price variations of first‐day sales robustly. The adjusted R² of the marginal cost pricing model is larger in the sample of sales two days prior to departure than in the sample of first‐day sales. In the analysis of the sample of sales two days prior to departure, we find that, based on the adjusted R² of the full cost pricing and marginal cost pricing models, the explanatory power of marginal cost pricing is relatively weaker than full cost pricing. Our results document the use of different cost information along the dynamic change of price and provide implications in understanding the role of cost information in setting prices.     

Insider ownership, ownership concentration and investment performance: An international comparison

This article makes two important contributions to the literature on the incentive effects of insider ownership. First, it presents a clean method for separating the positive wealth effect of insider ownership from the negative entrenchment effect, which can be applied to samples of companies from the US and any other country. Second, it measures the effects of insider ownership using a measure of firm performance, namely a marginal q, which ensures that the causal relationship estimated runs from ownership to performance. The article applies this method to a large sample of publicly listed firms from the Anglo-Saxon and Civil law traditions and confirms that managerial entrenchment has an unambiguous negative effect on firm performance as measured by both Tobin's (average) q and our marginal q, and that the wealth effect of insider ownership is unambiguously positive for both measures. We also test for the effects of ownership concentration for other categories of owners and find that while institutional ownership improves the performance in the USA, financial institutions have a negative impact in other Anglo-Saxon countries and in Europe.     

Shareholder Wealth Effects of European Domestic and Cross‐border Takeover Bids

This paper analyses the short‐term wealth effects of large intra‐European takeover bids. We find announcement effects of 9% for the target firms compared to a statistically significant announcement effect of only 0.7% for the bidders. The type of takeover bid has a large impact on the short‐term wealth effects with hostile takeovers triggering substantially larger price reactions than friendly operations. When a UK firm is involved, the abnormal returns are higher than those of bids involving both a Continental European target and bidder. There is strong evidence that the means of payment in an offer has an impact on the share price. A high market‐to‐book ratio of the target leads to a higher bid premium, but triggers a negative price reaction for the bidding firm. We also investigate whether the predominant reason for takeovers is synergies, agency problems or managerial hubris. Our results suggest that synergies are the prime motivation for bids and that targets and bidders share the wealth gains.     

Exchange Rates and the Conversion of Currency‐Specific Risk Premia

How do the risk factors that drive asset prices influence exchange rates? Are the parameters of asset price processes relevant for specifying exchange rate processes? Most international asset pricing models focus on the analysis of asset returns given exchange rate processes. Little work has been done on the analysis of exchange rates dependent on asset returns. This paper uses an international stochastic discount factor (SDF) framework to analyse the interplay between asset prices and exchange rates. So far, this approach has only been implemented in international term structure models. We find that exchange rates serve to convert currency‐specific discount factors and currency‐specific prices of risk – a result linked to the international arbitrage pricing theory (IAPT). Our empirical investigation of exchange rates and stock markets of four countries presents evidence for the conversion of currency‐specific risk premia by exchange rates.     

Nonparametric estimation and testing of stochastic discount factor

This paper attempts to estimate stochastic discount factor (SDF) proxies nonparametrically using the conditional Hansen–Jagannathan distance. Nonparametric estimation can not only avoid misspecification when dealing with nonlinearity in the model but also provide more precise information about the local properties of the estimators. Empirical studies show that our method performs better than the alternative parametric polynomial models, and furthermore, we find that the return on aggregate wealth can sufficiently explain the SDF proxies when one deals with nonlinearity appropriately.     

Remuneration, Retention, and Reputation Incentives for Outside Directors

I study incentives received by outside directors in Fortune 500 firms from compensation, replacement, and the opportunity to obtain other directorships. Previous research has only shown these relations to apply under limited circumstances such as financial distress. Together these incentive mechanisms provide directors with wealth increases of approximately 11 cents per $1,000 rise in firm value. Although smaller than the performance sensitivities of CEOs, outside directors' incentives imply a change in wealth of about $285,000 for a 1 standard deviation (SD) change in typical firm performance. Cross‐sectional patterns of director equity awards conform to agency and financial theories.     

The Consumption–Income Ratio,Entrepreneurial Risk,and the U.S. Stock Market

The owners of small noncorporate businesses face substantial and largely uninsurable entrepreneurial risk. They are also an important group of stock owners. This paper explores the role of entrepreneurial risk in explaining time variation in expected U.S. stock returns in the period 1952–2010. It proposes an entrepreneurial distress factor that is based on a cointegrating relationship between aggregate consumption and income from proprietary and nonproprietary wealth. This factor, referred to here as the cpy residual, signals when entrepreneurial income is low in relation to aggregate consumption and other forms of income in the economy. It is highly correlated with cross‐sectional measures of idiosyncratic entrepreneurial and default risk, and it has considerable forecasting power for the expected equity premium. However, the correlation between cpy and the stock market started to decline at the beginning of the 1980s. The decline in this correlation can be associated with increased stock market participation and with the progress of U.S. state‐level bank deregulation. This pattern is consistent with the view that entrepreneurial risk became more easily diversifiable in the wake of U.S. state‐level bank deregulation.     

Pension Policy and the Value of Corporate‐Level Investment

We examine how pension policy affects the value of corporate‐level investment to the firm and its various claimants using Monte Carlo simulation. Shareholders lose the greatest amount of project value to the pension plan when it is undiversified across asset classes. Improved funding levels mandated by the provisions of the Pension Protection Act of 2006 generally reduce those wealth transfers. Thus, mitigation of the overhang effect joins the reduction of financial distress costs as a motivation for holding both stocks and bonds in the pension fund.     

CEO Compensation in Financially Distressed Firms: An Empirical Analysis

This paper studies senior management compensation policy in 77 publicly traded firms that filed for bankruptcy or privately restructured their debt during 1981 to 1987. Almost one-third of all CEOs are replaced, and those who keep their jobs often experience large salary and bonus reductions. Newly appointed CEOs with ties to previous management are typically paid 35% less than the CEOs they replace. In contrast, outside replacement CEOs are typically paid 36% more than their predecessors, and are often compensated with stock options. On average, CEO wealth is significantly related to shareholder wealth after firms renegotiate their debt contracts. However, managers' compensation is sometimes explicitly tied to the value of creditors' claims.     

The design of an optimal insurance contract for irreplaceable commodities

This paper discusses optimal insurance contract for irreplaceable commodities. To describe the dual impacts on individuals when a loss occurs to the insured irreplaceable commodities, we use a state-dependent and bivariate utility function, which includes both the monetary wealth and sentimental value as two arguments. We show that over (full, partial) insurance is optimal when a decrease in sentimental value will increase (not change, decrease, respectively) the marginal utility of monetary wealth. Moreover, a non-zero deductible exists even without administration costs. Furthermore, we demonstrate that a positive fixed reimbursement is optimal if (1) the premium is actuarially fair, (2) the monetary loss is a constant, and (3) the utility function is additively separable and the marginal utility of money is higher in the loss state than in the no-loss state. We also characterize comparative statics of fixed-reimbursement insurance under an additively separable preference assumption. JEL Classification G22 · D86 The author acknowledge funding from National Science Council in Taiwan (NSC93-2416-H-130-020).     

Time‐Varying Risk–Return Trade‐off in the Stock Market

We uncover a strong comovement of the stock market risk–return trade‐off with the consumption–wealth ratio (CAY). The finding reflects time‐varying investment opportunities rather than countercyclical aggregate relative risk aversion. Specifically, the partial risk–return trade‐off is positive and constant when we control for CAY as a proxy for investment opportunities. Moreover, conditional market variance scaled by CAY is negatively priced in the cross‐section of stock returns. Our results are consistent with a limited stock market participation model, in which shareholders require an illiquidity premium that increases with CAY, in addition to the risk premium that is proportional to conditional market variance.     

R2: Does it Matter for Firm Valuation?

A considerable amount of research has been devoted to why R² differs across firms or markets, but little attention has been paid to the consequences of this difference. We fill this gap by investigating how differing R² affects investors’ assessment of firm value. Using a sample of 90,111 firm‐year observations from 1970 to 2004, we find that higher R² leads to higher firm valuation and that, on average, high‐R² firms experience significant underperformance in the long run. These results suggest that high‐R² firms tend to be overpriced.     

A unified model of entrepreneurship dynamics

We develop an incomplete-markets q-theoretic model to study entrepreneurship dynamics. Precautionary motive, borrowing constraints, and capital illiquidity lead to underinvestment, conservative debt use, under-consumption, and less risky portfolio allocation. The endogenous liquid wealth-illiquid capital ratio w measures time-varying financial constraint. The option to accumulate wealth before entry is critical for entrepreneurship. Flexible exit option is important for risk management purposes. Investment increases and the private marginal value of liquidity decreases as w decreases and exit becomes more likely, contrary to predictions of standard financial constraint models. We show that the idiosyncratic risk premium is quantitatively significant, especially for low w.     

CEO Compensation and Firm Performance: an Empirical Investigation of UK Panel Data

This paper examines the link between CEO pay and performance employing a unique, hand‐collected panel data set of 390 UK non‐financial firms from the FTSE All Share Index for the period 1999–2005. We include both cash (salary and bonus) and equity‐based (stock options and long‐term incentive plans) components of CEO compensation, and CEO wealth based on share holdings, stock option and stock awards holdings in our analysis. In addition, we control for a comprehensive set of corporate governance variables. The empirical results show that in comparison to the previous findings for US CEOs, pay‐performance elasticity for UK CEOs seems to be lower; pay‐performance elasticity for UK CEOs is 0.075 (0.095) for cash compensation (total direct compensation), indicating that a ten percentage increase in shareholder return corresponds to an increase of 0.75% (0.95%) in cash (total direct) compensation. We also find that both the median share holdings and stock‐based pay‐performance sensitivity are lower for UK CEOs when we compare our findings with the previous findings for US CEOs. Thus, our results suggest that corporate governance reports in the UK, such as the Greenbury Report (1995) that proposed CEO compensation be more closely linked to performance, have not been totally effective. Our findings also indicate that institutional ownership has a positive and significant influence on CEO pay‐performance sensitivity of option grants. Finally, we find that longer CEO tenure is associated with lower pay‐performance sensitivity of option grants suggesting the entrenchment effect of CEO tenure.     

Rejoinder

This paper provides a formula for a commonly used measure of the economic value of asset return predictability. In doing this, we find that there is a strong connection between this measure and a traditional statistical measure of predictive quality. In particular, we demonstrate that the maximum amount an investor is willing to pay for predictability knowledge (the performance fee) is a simple transformation of the R ² statistic associated with the predictor equation. We illustrate the use of these results with an application to the Ibbotson US bond and equity data (and a set of pertinent predictors), and via application to the results published in Fama and French [1988. Dividend yields and expected stock returns. Journal of Financial Economics 22: 3–25], Balvers, Cosimano, and McDonald [1990. Predicting stock returns in an efficient market. Journal of Finance 45: 1109–28], Lettau and Ludvigson [2001. Consumption, aggregate wealth and expected stock returns. Journal of Finance 56: 815–49], and Santa-Clara and Yan [2010. Crashes, volatility, and the equity premium: Lessons from S&;P 500 options. Review of Economics and Statistics 92: 435–51].     

Corporate Sell‐offs in the UK: Use of Proceeds,Financial Distress and Long‐run Impact on Shareholder Wealth

This study examines the long‐run return performance following UK corporate sell‐off announcements. We observe significant negative abnormal returns up to five years subsequent to sell‐off announcements. Our finding is robust to various specifications, irrespective of the intended use of proceeds. We also find a significantly positive association between long‐run abnormal returns and the magnitude of cash proceeds for sellers reducing corporate debt as well as for sellers with deeper financial distress or higher growth prospects. Overall, we find that UK corporate sell‐offs are associated with declines in subsequent shareholder wealth.