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The Tenuous Tradeoff Between Risk and Incentives

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TLDR
In this article, the authors argue that the existing literature fails to account for an important effect of uncertainty on incentives through the allocation of responsibility to employees, and they argue that parts of the existing empirical literature are better explained through this lens than with the standard model.
Abstract
Empirical work testing for a negative tradeoff between risk and incentives, a cornerstone of agency theory, has not had much success. Indeed, the data seem to suggest a positive relationship between measures of uncertainty and incentives, rather than the posited negative tradeoff. I argue that the existing literature fails to account for an important effect of uncertainty on incentives through the allocation of responsibility to employees. When workers operate in certain settings, the activities that they should engage in are well known, and firms are content to assign tasks to workers and monitor their inputs. By contrast, when the situation is more uncertain, firms know less about how workers should be spending their time. As a result, the delegate responsibility to workers but, to constraint heir discretion, base compensation on observed output. Hence, uncertainty and output-based pay are positively related. I argue that parts of the existing empirical literature are better explained through this lens than with the standard model.

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An analysis of the principal-agent problem

TL;DR: In this article, the authors show that the optimal way of implementing an action by an agent can be found by solving a convex programming problem, and they use this to characterize the optimal incentive scheme and to analyze the determinants of the seriousness of an incentive problem.
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The Use of Equity Grants to Manage Optimal Equity Incentive Levels

TL;DR: In this article, the authors predict that firms use annual grants of options and restricted stock to CEOs to manage the optimal level of equity incentives, and use the residuals from this model to measure deviations between CEOs’ holdings of equity incentive and optimal levels.
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