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Compensation Committees' Treatment of Earnings Components in CEOs' Terminal Years

The Accounting Review 2012 87(1), 231-259
Compensation committees face special difficulties when setting pay in the last years of a CEO's tenure. For example, incentives to manipulate earnings for the purpose of enhancing earnings-based compensation are greater in CEOs' terminal years. We predict that compensation committees are aware of these incentives and adjust the relative weights placed on earnings components in the cash compensation function to mitigate the problem. Consistent with our prediction, we find that in CEOs' terminal years, positive changes in discretionary accruals receive significantly less weight than other income components in determining cash compensation. This provides new evidence that not all gains flow through to compensation. We also find that in non-terminal years, managers' compensation is partially shielded from the negative effects of selling, general, and administrative expenditures (SG&A), but this effect reverses in the terminal period, consistent with the compensation committee discouraging investment in legacy assets by outgoing CEOs. Overall, our findings suggest that compensation committees treat components of earnings differently when setting pay in the terminal period.

The Valuation Implications of Employee Stock Option Accounting for Profitable Computer Software Firms

The Accounting Review 2002 77(4), 971-996
We use the Ohlson (1995, 1999) and Feltham and Ohlson (1999) valuation models to investigate the market's perception of the economic effect of employee stock options (ESOs) on firm value for a sample of 85 profitable computer software companies. Our results suggest that the market appears to value these firms' ESO expense not as an expense but as an intangible asset (even after controlling for the endogeneity bias arising from the mechanical relation between ESOs and the underlying stock prices). However, we also find a conflict between: (1) the positive manner in which investors appear to value ESO expense, and (2) the negative relation between current ESO expense and future abnormal earnings. This conflict not only could be an artifact of the restrictiveness of the abnormal earnings forecasting equation we estimate, but it also calls into question whether investors assess correctly the effect of ESOs on profitable software firm value.

Honesty in Managerial Reporting

The Accounting Review 2001 76(4), 537-559
This study reports the results of three experiments that examine how preferences for wealth and honesty affect managerial reporting. We find that subjects often sacrifice wealth to make honest or partially honest reports, and they generally do not lie more as the payoff to lying increases. We also find less honesty under a contract that provides a smaller share of the total surplus to the manager than under one that provides a larger share, suggesting that the extent of honesty may depend on how the surplus is divided between the manager and the firm. The optimal agency contract yields more firm profit than a contract that relies exclusively on honest reporting. However, a modified version of the optimal agency contract, which makes use of subjects' preferences for honest reporting, yields the highest firm profit. These results suggest that firms may be able to design more profitable employment contracts than those identified by conventional economic analysis.

Estimating the Cream Skimming Effect of School Choice

Journal of Political Economy 2015 123(2), 266-324 open access
We derive a formula to determine the degree to which a school choice program may harm public school stayers by luring the best students to other schools. The “cream skimming” effect is increasing in the degree of heterogeneity within schools, the school choice take-up rate of strong students relative to weak students, and the dependence of school outcomes on student body quality. We use the formula to investigate the cream skimming effect of hypothetical voucher programs on the high school graduation rate and other outcomes of the students who would remain in public school. We find small effects across a wide variety of model specifications and types of modest voucher programs.

The Principles of Exchange Rate Determination in an International Finance Experiment

Journal of Political Economy 1997 105(4), 822-861
This paper reports the first experiments designed to explore the behavior of economies with prominent features of international finance. Two “countries,” each with its own currency, were created. International trade could take place only through the operation of markets for currency. The law of one price and the flow of funds theory of exchange rate determination were used to produce general equilibrium models that captured much of the behavior of the economies. Prices of goods, as well as the exchange rate, evolve over time toward the predictions of the models. However, both the law of one price and purchasing power parity can be rejected for reasons that do not appear in the literature. Patterns of international trade were as predicted by the law of comparative advantage.

Safety Margins and Profit Maximization in the Theory of the Firm

Journal of Political Economy 1971 79(6), 1293-1301
In this paper we explore various criteria for risky decision making and examine the relationship among these rules, full cost pricing, and safety margin maximization. The three rules are alternative versions of the "safety-first" principle; each is concerned with expected profits and with the probability of loss. Since the probability of loss can be identified with the firm's margin of safety, these rules can be viewed as alternative ways of making a compromise between expected profit maximization and high safety margins. They result in various output policies which can be most simply characterized as "full cost" or"safety margin" pricing. Rules of thumb related to recovering full cost are therefore explained by the marginal analysis that was supposed by some to refute them.

The Demand for Money from the Great Depression to the Present

American Economic Review 2016
Myths and legends about the Great Depression have dominated the public's perception of the business cycle. They have shaped government policy and, until recently, they have even held powerful sway among economists. In the immediate aftermath of the Great Depression, many economists came to question the fundamental concept of economic equilibrium. Velocity was thought to be highly unstable -as in the case of the liquidity trap-so that the quantity of money supplied was consistent with any level of nominal income. In the real sector, there was the frightening specter of underemployment

Understanding Price Controls and Nonprice Competition with Matching Theory

American Economic Review 2012 102(3), 371-375
We develop a quality competition model to understand how price controls affect market outcomes in buyer-seller markets with discrete goods of varying quality. While competitive equilibria do not necessarily exist in such markets when price controls are imposed, we show that stable outcomes do exist and characterize the set of stable outcomes in the presence of price restrictions. In particular, we show that price controls induce non-price competition: price floors induce the trade of inefficiently high quality goods, while price ceilings induce the trade of inefficiently low quality goods.

Heuristic Thinking and Limited Attention in the Car Market

American Economic Review 2012 102(5), 2206-2236
Can heuristic information processing affect important product markets? Analyzing over 22 million wholesale used-car transactions, we find evidence of left-digit bias in the processing of odometer values, whereby individuals focus on the number's leftmost digits. The bias leads to discontinuous drops in sale prices at 10,000-mile odometer thresholds, along with smaller drops at 1,000-mile thresholds. These findings reveal that information-processing heuristics matter even in markets with large stakes and easily observed information. We model left-digit bias in an inattention framework and structurally estimate the inattention parameter. Empirical patterns suggest the results are driven by final customers rather than professional agents.