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Resolving Macroeconomic Uncertainty in Stock and Bond Markets

Review of Finance 2009 13(1), 1-45 open access
Abstract We establish an empirical link between the ex-ante uncertainty about macroeconomic fundamentals and the ex-post resolution of this uncertainty in financial markets. We measure macroeconomic uncertainty using prices of economic derivatives and relate this measure to changes in implied volatilities of stock and bond options when the economic data is released. Higher macroeconomic uncertainty is associated with greater reduction in implied volatilities following the news release. It is also associated with increased volume and decreased open interest in option markets after the release, consistent with market participants using financial options to hedge or speculate on macroeconomic news.

Accounting Standards, Financial Reporting Outcomes, and Enforcement

Journal of Accounting Research 2009 47(2), 447-458 open access
In this paper, I draw parallels between the literatures on the effects of law on the financial development of countries and on the effects of accounting standards on financial reporting outcomes. My central thesis is that these literatures are complementary in terms of what they have to say about understanding the effects of law, regulations and accounting standards on economic and financial reporting outcomes. Moreover, both literatures suggest that U.S. securities laws and financial reporting standards have taken a more regulatory direction over time. I then take these themes and draw implications for the effects of the adoption of International Financial Reporting Standards (IFRS) around the world at the time of adoption and over time.

Reexamining the managerial ownership effect on firm value

Journal of Corporate Finance 2009 15(5), 573-586 open access
Whether equity-based compensation and equity ownership align the interests of managers with stockholders is an important question in finance. Early studies found an inverted U-shaped relation between managerial ownership and firm value, but later studies using firm fixed effects found no relation. Managerial ownership levels change very slowly over time which may mask an ownership effect on firm value when using a fixed effect model. This is due to a much smaller within firm variation than between firm variation. We demonstrate that using pay-performance semi-elasticity, rather than pay-performance sensitivity as a measure of managerial ownership incentives, results in meaningful variation within firm over time. The greater within firm variation increases the power to detect a relation between managerial ownership and firm value with fixed effect regressions. As in the early research on this issue, we find a significant inverted U-shaped relation between managerial ownership and Tobin's Q in fixed effects regressions and after controlling for endogeneity with both two-stage and three-stage least squares regressions. Our results are consistent with incentive alignment at low levels and risk aversion at high levels of managerial ownership.

Recent Developments in the Econometrics of Program Evaluation

Journal of Economic Literature 2009 47(1), 5-86 open access
Many empirical questions in economics and other social sciences depend on causal effects of programs or policies. In the last two decades, much research has been done on the econometric and statistical analysis of such causal effects. This recent theoretical literature has built on, and combined features of, earlier work in both the statistics and econometrics literatures. It has by now reached a level of maturity that makes it an important tool in many areas of empirical research in economics, including labor economics, public finance, development economics, industrial organization, and other areas of empirical microeconomics. In this review, we discuss some of the recent developments. We focus primarily on practical issues for empirical researchers, as well as provide a historical overview of the area and give references to more technical research.

Ownership structure and target returns

Journal of Corporate Finance 2009 15(1), 48-65 open access
Contrary to past literature, ownership defined as “all officers and directors” of the target firm has no association with target returns. Rather, we find that inside (managerial) ownership has a positive relation with target returns, whereas active-outside (non-managing director) ownership has a negative relation with target returns. Using accounting-based versus market-based performance measures, we find that the relation between inside ownership and target returns is best explained by takeover anticipation. Using bidder and synergy returns we find that the relation between outside ownership and target returns is best explained by outsiders' willingness to share gains with the bidder. While the relations are more pronounced for non-tender deals, they also hold for tender offers when active-outside ownership is corporate rather than institutional.

Flight-to-Quality or Flight-to-Liquidity? Evidence from the Euro-Area Bond Market

Review of Financial Studies 2009 22(3), 925-957 open access
Do bond investors demand credit quality or liquidity? The answer is both, but at different<br/>times and for different reasons. Using data on the Euro-area government bond market,<br/>which features a unique negative correlation between credit quality and liquidity across<br/>countries, we show that the bulk of sovereign yield spreads is explained by differences<br/>in credit quality, though liquidity plays a nontrivial role, especially for low credit risk<br/>countries and during times of heightened market uncertainty. In contrast, the destination of<br/>large flows into the bond market is determined almost exclusively by liquidity.We conclude<br/>that credit quality matters for bond valuation but that, in times of market stress, investors<br/>chase liquidity, not credit quality. (JEL G10, G12)

Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity

Econometrica 2009 77(5), 1481-1512 open access
This paper uses control variables to identify and estimate models with nonseparable, multidimensional disturbances. Triangular simultaneous equations models are considered, with instruments and disturbances that are independent and a reduced form that is strictly monotonic in a scalar disturbance. Here it is shown that the conditional cumulative distribution function of the endogenous variable given the instruments is a control variable. Also, for any control variable, identification results are given for quantile, average, and policy effects. Bounds are given when a common support assumption is not satisfied. Estimators of identified objects and bounds are provided, and a demand analysis empirical example is given.

Legal protection of investors, corporate governance, and the cost of equity capital

Journal of Corporate Finance 2009 15(3), 273-289 open access
This study examines the effect of firm-level corporate governance on the cost of equity capital in emerging markets and how the effect is influenced by country-level legal protection of investors. We find that firm-level corporate governance has a significantly negative effect on the cost of equity capital in these markets. In addition, this corporate governance effect is more pronounced in countries that provide relatively poor legal protection. Thus, in emerging markets, firm-level corporate governance and country-level shareholder protection seem to be substitutes for each other in reducing the cost of equity. Our results are consistent with the finding from McKinsey's surveys that institutional investors are willing to pay a higher premium for shares in firms with good corporate governance, especially when the firms are in countries where the legal protection of investors is weak.

Should Urban Transit Subsidies Be Reduced?

American Economic Review 2009 99(3), 700-724 open access
This paper derives empirically tractable formulas for the welfare effects of fare adjustments in passenger peak and off-peak rail and bus transit, and for optimal pricing of those services. The formulas account for congestion, pollution, accident externalities, scale economies, and agency adjustment of transit service offerings. We apply them using parameter values for Washington (DC), Los Angeles, and London. The results support the efficiency of the large current fare subsidies; even starting with fares at 50 percent of operating costs, incremental fare reductions are welfare improving in almost all cases. These findings are robust to alternative assumptions and parameters. (JEL L92, R41, R42, R48)

Markets and institutions in financial intermediation: National characteristics as determinants

Journal of Banking & Finance 2009 33(10), 1770-1780 open access
Given the importance of financial intermediation and the rise of globalization, there is little prior research on how national preferences for financial intermediation (markets versus institutions) are determined by cultural, legal, and other national characteristics. Using panel analysis for data on a recent 8-year period for 30 countries, this paper documents that national preferences for market financing increase with political stability, societal openness, economic inequality, and equity market concentration, and decreases with regulatory quality and ambiguity aversion. We confirm with robustness tests that our result for regulatory quality is independent of differences in national wealth and that our result for political stability is independent of both wealth and political legitimacy. These results should be of much interest to managers, scholars, regulators, and policy makers.