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Facts and Challenges from the Great Recession for Forecasting and Macroeconomic Modeling

Journal of Economic Literature 2013 51(4), 1120-1154
This paper provides a survey of business cycle facts, updated to take account of recent data. Emphasis is given to the Great Recession, which was unlike most other postwar recessions in the United States in being driven by deleveraging and financial market factors. We document how recessions with financial market origins are different from those driven by supply or monetary policy shocks. This helps explain why economic models and predictors that work well at some times do poorly at other times. We discuss challenges for forecasters and empirical researchers in light of the updated business cycle facts.

The Three Horsemen of Riches: Plague, War, and Urbanization in Early Modern Europe

Review of Economic Studies 2013 80(2), 774-811 open access
How did Europe escape the "Iron Law of Wages?" We construct a simple Malthusian model withtwo sectors and multiple steady states, and use it to explain why European per capita incomes andurbanization rates increased during the period 1350-1700. Productivity growth can only explain a smallfraction of the rise in output per capita. Population dynamics changes of the birth and death schedules were far more important determinants of steady states. We show how a major shock to population cantrigger a transition to a new steady state with higher per-capita income. The Black Death was such ashock, raising wages substantially. Because of Engel's Law, demand for urban products increased, andurban centers grew in size. European cities were unhealthy, and rising urbanization pushed up aggregatedeath rates. This effect was reinforced by diseases spread through war, financed by higher tax revenues.In addition, rising trade also spread diseases. In this way higher wages themselves reduced populationpressure. We show in a calibration exercise that our model can account for the sustained rise in Europeanurbanization as well as permanently higher per capita incomes in 1700, without technological change.Wars contributed importantly to the "Rise of Europe", even if they had negative short-run effects. We thustrace Europe s precocious rise to economic riches to interactions of the plague shock with the belligerentpolitical environment and the nature of cities.

Determinants of Trader Profits in Commodity Futures Markets

Review of Financial Studies 2013 26(10), 2648-2683
[Using proprietary energy futures position data, we provide evidence that mean hedger profits are negative whereas speculator (especially hedge fund) profits are positive, that traders (whether speculators or hedgers) who hold net positions opposite in sign to likely hedgers in aggregate have higher profits than traders whose net positions align with likely hedgers, and that profits on long positions vary inversely with inventories and directly with price volatility. These findings are consistent with the risk premium, hedging pressure, and modern theory of storage hypotheses, respectively. Further, our findings suggest that commodity futures momentum may be due largely to hedging pressure.]

Investment opportunities and share repurchases

Journal of Corporate Finance 2013 23, 23-38
We examine the over-investment motivation for share repurchases using a sample of 139 Real Estate Investment Trusts (REITs) between 1996 and 2010. By combining a REIT's property portfolio data with project ROAs from the underlying real estate market, we are able to create a unique measure of the firm's investment opportunity set. Controlling for other possible buyback rationales, we find that poor investment opportunities are related to higher levels of share repurchases. Conditioning on investment opportunities, we find that the level of cash is positively related to repurchases only for low investment opportunity set firms. We also find a negative relationship between share repurchase announcement returns and investment opportunities.

The economics of options-implied inflation probability density functions

Journal of Financial Economics 2013 110(3), 696-711
Recently a market in options based on consumer price index inflation (inflation caps and floors) has emerged in the US. This paper uses quotes on these derivatives to construct probability densities for inflation. We study how these probability density functions respond to news announcements and find that the implied odds of deflation are sensitive to certain macroeconomic news releases. We also estimate empirical pricing kernels using these option prices along with time series models fitted to inflation. The options-implied densities assign considerably more mass to extreme inflation outcomes (either deflation or high inflation) than do their time series counterparts. This yields a U-shaped empirical pricing kernel, with investors having high marginal utility in states of the world characterized by either deflation or high inflation.

Preferred stock: Some insights into capital structure

Journal of Corporate Finance 2013 21, 77-86
This study analyzes the reactions of equity holders and bondholders to the announcement of 427 preferred stock issues. We document an average equity announcement effect of −0.65%. This reaction is positively influenced by a number of measures of firm creditworthiness and transparency and is higher for bank issuers. The equity market reaction is negatively influenced by convertibility (and the moneyness of the embedded option) and by the firm's accounting treatment of the issue (specifically if the issue is classified as equity). We find that average credit default swap spreads decrease by 50 basis points after the issue announcement. This decrease is also larger for more creditworthy and transparent firms. Convertibility and the moneyness of the embedded option further decrease the CDS spread. In aggregate, the decrease in equity value is much smaller than the increase in the value of the issuer's debt.

Preferences and Incentives of Appointed and Elected Public Officials: Evidence from State Trial Court Judges

American Economic Review 2013 103(4), 1360-1397 open access
We study how two selection systems for public officials, appointment and election, affect policy outcomes, focusing on state court judges and their criminal sentencing decisions. First, under appointment, policy congruence with voter preferences is attained through selecting judges with homogeneous preferences. In contrast, under election, judges face strong reelection incentives, while selection on preferences is weak. Second, the effectiveness of election in attaining policy congruence critically depends on payoffs from the job, which implies that the effectiveness of election may vary substantially across public offices. Third, reelection incentives may discourage judges with significant human capital from holding office.

Institutions, ownership structures, and distress resolution in China

Journal of Corporate Finance 2013 23, 71-87
We investigate how institutional factors influence the behavior of distressed firms in emerging markets, where bankruptcy laws are often weak and debtors have greater bargaining power in distress. By studying two comprehensive samples of distressed firms in China, we find that local government quality and corporate ownership structure matter considerably to firm performance during distress. Distressed companies facing stronger institutional discipline and with greater private ownership have relatively better operating performance and are more likely to recover. Our results remain robust when we control for the endogeneity of entering distress, use different institutional proxies, and implement various definitions for distress.

Are Analysts' Cash Flow Forecasts Naïve Extensions of Their Own Earnings Forecasts?

Contemporary Accounting Research 2013 30(2), 438-465
We examine the sophistication of analysts' cash flow forecasts to better understand what accrual adjustments, if any, analysts make when forecasting cash flows. As a preliminary step, we first demonstrate that prior empirical tests used to evaluate the sophistication of analysts' cash flow forecasts are not diagnostic. We then present three sets of evidence to triangulate our conclusion that analysts' cash flow forecasts incorporate meaningful accrual adjustments. First, we review a stratified random sample of 90 analyst reports and find that the majority of these analysts include explicit adjustments for working capital and other accruals in their cash flow forecasts. Second, using a large sample of analysts' cash flow forecasts from 1993–2008, we find that these forecasts outperform time‐series cash flow forecasts in correctly predicting the sign and magnitude of accruals. Finally, we find a significant market reaction to analysts' cash flow forecast revisions, suggesting that investors find these revisions informative. Collectively, our findings demonstrate that analysts' cash flow forecasts are not simply naïve extensions of their own earnings forecasts, but that they reflect meaningful and useful accrual adjustments. These findings are relevant to researchers who examine analysts' cash flow forecasts in a variety of settings, and to investors and practitioners who employ these forecasts for valuation purposes.