Real Anomalies

We examine the importance of cross‐sectional asset pricing anomalies (alphas) for the real economy. To this end, we develop a novel quantitative model of the cross‐section of firms that features lumpy investment and informational inefficiencies, while yielding distributions in closed form. Our findings indicate that anomalies can cause material real inefficiencies, which raises the possibility that agents who help eliminate them add significant value to the economy. The model shows that the magnitude of alphas alone is a poor indicator of real outcomes, and highlights the importance of the alpha persistence, the amount of mispriced capital, and the Tobin's q of firms affected.     

Conditional Equity Premium and Aggregate Corporate Investment

We document a strong negative relation between aggregate corporate investment and conditional equity premium estimated from direct stock market risk measures. Consistent with the investment-based asset pricing model, the comovement with conditional equity premium fully accounts for aggregate investment's market return predictive power. Similarly, conditional equity premium is a significant determinant of classic Tobin's q measure, although q has much weaker explanatory power for aggregate investment possibly because of its measurement errors. Moreover, the positive relation between aggregate investment and investor sentiment documented in previous studies reflects the fact that both variables correlate closely with conditional equity premium.     

Heterogeneity in the Effect of Managerial Equity Incentives on Firm Value

We document significant heterogeneity in the relation between chief executive officer (CEO) equity incentives and firm value using quantile regression. We show that CEO delta is more effective in the presence of ample investment opportunities, while CEO vega is more beneficial for firms lacking investment opportunities. Further, Tobin's Q increases in CEO delta for more risk‐tolerant firms but increases in CEO vega for more risk‐averse firms. We also observe that higher monitoring intensity after the Sarbanes‐Oxley Act reduces CEO delta's role in compensation. Risk aversion alters the optimal incentive‐value relation, and the nature of this relation also depends on the level of Tobin's Q.     

The Business Cycle,Investor Sentiment,and Costly External Finance

The recent financial crisis shows that financial markets can impact the real economy. We investigate whether access to finance typically time‐varies and, if so, what are the real effects. Consistent with time‐varying external finance costs, both investment and employment are less sensitive to Tobin's q and more sensitive to cash flow during recessions and low investor sentiment periods. Share issuance plays a bigger role than debt issuance in causing these effects. Alternative tests that do not rely on q and cash flow sensitivities suggest that recessions and low sentiment increase external finance costs, thereby limiting investment and employment.     

THE COST OF CAPITAL,MACAULAY'S DURATION,AND TOBIN'S q

It is shown empirically that the cost of equity capital estimated from the dividend discount model and Tobin's q are negatively related. The theoretical relationship between these variables is exploited to determine alternative estimates of the cost of equity capital and Macaulay's duration without having to estimate the growth rate g in the conventional manner. This new approach can readily be implemented for large firms reporting SFAS No. 33 data.     

On "q"

The introduction of Tobin's q-ratio in the literature has prompted noteworthy advances in economic model-building and empirical analysis. A major shortcoming has been the lack of a convincing measure of marginal q. Herein an alternative approach for measuring marginal q is presented, one based on an event study of capital expenditure announcements. The measures of marginal q are shown to yield reasonable and consistent estimates. The marginal q variables perform well against the hypothesized relationships developed from q theory. A key result is that classifying firms according to their average q measures as a proxy for marginal q is likely to lead to misclassification problems.     

Underinvestment,capital structure and strategic debt restructuring

This paper shows that shareholders' option to renegotiate debt in a period of financial distress exacerbates Myers' (1977) underinvestment problem at the time of the firm's expansion. This result is a consequence of a higher wealth transfer from shareholders to creditors occurring upon investment in the presence of the option to renegotiate. This additional underinvestment is eliminated by granting creditors the entire bargaining power. In such a case, renegotiation commences at shareholders' bankruptcy trigger so no additional wealth transfer occurs. In addition to deriving the firm's policies, we provide results on the values of corporate claims, the agency cost of debt, and the optimal capital structure. Empirically, we predict, among others, a lower sensitivity of capital investment to shocks to Tobin's q and cash flow for firms financed with renegotiable debt, and a negative effect of debt renegotiability on the relationship between growth opportunities and systematic risk as well as leverage.     

Concentrating on q and cash flow

Investment spending by US public firms is highly concentrated. The 100 largest spenders account for 60% of total capital expenditures and drive most of the variation in aggregate investment. This high concentration creates a disconnect between the average public firm and macroeconomic aggregates. For large firms, cash flow remains the primary driver of investment spending and has not declined in importance as it has for smaller public firms. The cash flowing to big spenders provides a better forecast of future investment opportunities than noisy proxies for Tobin's q even though these firms are not financially constrained. These results suggest that, at least for the largest spenders, it is unlikely that measurement error drives the significance of cash flow. Our results are also inconsistent with recent models that predict higher investment-cash flow sensitivity for small young growth firms and suggest that cash flow is still the most important determinant of macroeconomic fluctuations in investment spending.     

Investment policy,internal financing and ownership concentration in the UK

This paper investigates whether investment spending of firms is sensitive to the availability of internal funds. Imperfect capital markets create a hierarchy for the different sources of funds such that investment and financial decisions are not independent. The relation between corporate investment and free cash flow is investigated using the Bond and Meghir [Review of Economic Studies, 61 (1994a) 197] Euler-equation model for a panel of 240 companies listed on the London Stock Exchange over a 6-year period. This method allows for a direct test of the first-order condition of an intertemporal maximisation problem. It does not require the use of Tobin's q, which is subject to mismeasurement problems. Apart from past investment levels and generated cash flow, the model also includes a leverage factor which captures potential bankruptcy costs and the tax advantages of debt. More importantly, we investigate whether ownership concentration by class of shareholder creates or mitigates liquidity constraints. When industrial companies control large shareholdings, there is evidence of increased overinvestment. This relation is strong when the relative voting power (measured by the Shapley values) of the combined equity stakes of families and industrial companies and the Herfindahl index of industrial ownership are high. This suggests that a small coalition of industrial companies is able to influence investment spending. In contrast, large institutional holdings reduce the positive link between investment spending and cash flow relation and, hence, suboptimal investing. Whereas there is no evidence of over- or underinvesting at low levels of insider shareholding, a high concentration of control in the hands of executive directors reduces the underinvestment problem.     

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.     

Endogenous Financial Constraint and Investment‐Cash‐Flow Sensitivity

This paper studies a dynamic investment model with moral hazard. The moral hazard problem implies an endogenous financial constraint on investment that makes the firm's investment sensitive to cash flows. I show that the production technology and the severity of the moral hazard problem substantially affect the dependence of the investment‐cash‐flow sensitivity on the financial constraint. Specifically, if the production technology exhibits almost constant returns to scale in capital or the moral hazard problem is relatively severe, the dependence is negative. Otherwise, the pattern is reversed to some extent. Moreover, the calibrated benchmark model can quantitatively account for the negative dependence of investment and Tobin's Q on size and age observed in the data.     

Mandatory IFRS Reporting around the World: Early Evidence on the Economic Consequences

This paper examines the economic consequences of mandatory International Financial Reporting Standards (IFRS) reporting around the world. We analyze the effects on market liquidity, cost of capital, and Tobin's q in 26 countries using a large sample of firms that are mandated to adopt IFRS. We find that, on average, market liquidity increases around the time of the introduction of IFRS. We also document a decrease in firms' cost of capital and an increase in equity valuations, but only if we account for the possibility that the effects occur prior to the official adoption date. Partitioning our sample, we find that the capital‐market benefits occur only in countries where firms have incentives to be transparent and where legal enforcement is strong, underscoring the central importance of firms' reporting incentives and countries' enforcement regimes for the quality of financial reporting. Comparing mandatory and voluntary adopters, we find that the capital market effects are most pronounced for firms that voluntarily switch to IFRS, both in the year when they switch and again later, when IFRS become mandatory. While the former result is likely due to self‐selection, the latter result cautions us to attribute the capital‐market effects for mandatory adopters solely or even primarily to the IFRS mandate. Many adopting countries make concurrent efforts to improve enforcement and governance regimes, which likely play into our findings. Consistent with this interpretation, the estimated liquidity improvements are smaller in magnitude when we analyze them on a monthly basis, which is more likely to isolate IFRS reporting effects.     

Oil price uncertainty and stock price informativeness: Evidence from investment-price sensitivity in China

We study the effects of oil price uncertainty (OPU) on stock price informativeness based on investment-price sensitivity. Using Chinese stocks from 2008 to 2021, we find a negative relationship between OPU and the strength of Tobin's q (a standardized measure of prices) for predicting investment opportunities. This finding is likely due to the crowding out of informed investors rather than the financial constraints brought by a higher cost of capital. Investment-price sensitivity also decreases more among firms in less-competition, high sales volatility, and lower analysts' attention. What is more, the reduction in investment-price sensitivity is more concentrated in public utilities, agriculture & livestock, and industry instead of in real estate or commerce industries. These findings indicate that OPU decreases the acquisition of information related to firms, and consequently, price informativeness for future investment decisions.     

Equity‐Based Compensation for Employees: Firm Performance and Determinants

I examine the effect of employee equity‐based compensation (EBC) on firm performance and the determinants of EBC. Using two samples, I find that firms have come to rely more heavily on EBC than in the past. For both samples, I document a significant, positive relation between Tobin's q and the percentage of employee compensation that is equity based. For accounting returns, I find a positive relation with the earlier sample. However, for the later sample I find that greater use of EBC leads to lower levels of future accounting returns. I also find that the determinants of the proportion of EBC are different between the two samples.     

Investability and Firm Value

We study how investability, or openness to foreign equity investors, affects firm value in a sample of over 1,400 firms from 26 emerging markets. We find that, on average, investability is associated with a 9% valuation premium (as measured by Tobin's q). This significant valuation premium persists in firm‐fixed effects regressions, although the magnitude and robustness of the premium is somewhat lower. Analysis of the components of Tobin's q shows that firms that become investable experience significant increases in both market values and physical investment. These effects are strongest for firms that face country‐level or firm‐level financial constraints prior to becoming investable.     

The Determinants of Leveraged Buyout Activity: Free Cash Flow vs. Financial Distress Costs

This paper investigates the determinants of leveraged buyout (LBO) activity by comparing firms that have implemented LBOs to those that have not. Consistent with the free cash flow theory, we find that firms that initiate LBOs can be characterized as having a combination of unfavorable investment opportunities (low Tobin's q) and relatively high cash flow. LBO firms also tend to be more diversified than firms which do not undertake LBOs. In addition, firms with high expected costs of financial distress (e.g., those with high research and development expenditures) are less likely to do LBOs.     

Transparency,Liquidity, and Valuation: International Evidence on When Transparency Matters Most

We examine the relation between firm‐level transparency, stock market liquidity, and valuation across countries, focusing on whether the relation varies with a firm's characteristics and economic environment. We document lower transaction costs and greater liquidity (as measured by lower bid‐ask spreads and fewer zero‐return days) for firms with greater transparency (as measured by less evidence of earnings management, better accounting standards, higher quality auditors, more analyst following, and more accurate analyst forecasts). The relation between transparency and liquidity is more pronounced in periods of high volatility, when investor protection, disclosure requirements, and media penetration are poor, and when ownership is more concentrated, suggesting that firm‐level transparency matters more when overall investor uncertainty is greater. Increased liquidity is associated with lower implied cost of capital and with higher valuation as measured by Tobin's Q. Finally, a mediation analysis suggests that liquidity is a significant channel through which transparency affects firm valuation and equity cost of capital.     

Agency Conflicts, Investment, and Asset Pricing

The separation of ownership and control allows controlling shareholders to pursue private benefits. We develop an analytically tractable dynamic stochastic general equilibrium model to study asset pricing and welfare implications of imperfect investor protection. Consistent with empirical evidence, the model predicts that countries with weaker investor protection have more incentives to overinvest, lower Tobin's q, higher return volatility, larger risk premia, and higher interest rate. Calibrating the model to the Korean economy reveals that perfecting investor protection increases the stock market's value by 22%, a gain for which outside shareholders are willing to pay 11% of their capital stock.     

Markups,Tobin's q,and the Increasing Capital Share

Increasing markups have recently gained prominence as a leading explanation for the increasing share of income going to capital since the 1980s. However, the existing analysis has been limited to the United States, covers only short periods, and generally does not control for potentially important confounders. Constructing data for the share of income going to capital and markups based on Tobin's q over the period 1870–2018 for 21 advanced countries, this research examines the ability of markups to explain the movements of income shares and the tendency for factor shares to converge toward constants in the long run. We find strong support for the markup hypothesis.     

Discussion of ADRs,Analysts, and Accuracy: Does Cross‐Listing in the United States Improve a Firm's Information Environment and Increase Market Value?

Lang, Lins, and Miller [2002] investigate the relation between cross‐listing in the United States and information intermediation by analysts. The results suggest that cross‐listing in the United States increases analyst following and forecast accuracy and that both variables are associated with Tobin's Q. These findings are interesting and advance the cross‐listing literature in several ways. This discussion raises two issues. First, I highlight that the sources of cross‐listing effects are not obvious and are difficult to disentangle. To illustrate this point, I replicate the analysis using cross‐listed Canadian firms, for which mandated disclosures are held constant. Thus, if disclosure effects are important for documented cross‐listing effects, I expect to find no relation in the Canadian sample. The findings for forecast accuracy are consistent with this hypothesis. However, analyst following continues to be significantly higher for cross‐listed Canadian firms. These findings suggest that the sources of cross‐listing effects differ for analyst coverage and forecast accuracy. Second, I discuss the link between analyst variables, firm value, and cost of capital. As they are only tenuously related, I draw attention to some unresolved questions and areas for future research.