Despite decades of research on heuristics and biases, empirical evidence on the effect of large incentives – as present in relevant economic decisions – on cognitive biases is scant. This paper tests the effect of incentives on four widely documented biases: base rate neglect, anchoring,...

Despite decades of research on heuristics and biases, empirical evidence on the effect of large incentives - as present in relevant economic decisions - on cognitive biases is scant. This paper tests the effect of incentives on four widely documented biases: base rate neglect, anchoring, failure...

A common view is that there is little correlation between firm performance and CEO pay. Using a new 15-year panel data set of CEOs in the largest publicly traded U.S. companies, we document a strong relationship between firm performance and CEO compensation. This relationship is generated almost...

What determines CEO incentives? A confusion exists among both academics and practitioners about how to measure the strength of CEO incentives, and how to reconcile the enormous differences in pay sensitivities between executives in large and small firms. We show that while one measure of CEO...

We analyze and explore option fragility, the notion that option incentives are fragile due to their non-linear payoff structure. Option incentives become weaker as options fall underwater, leading to pressures to reprice options or restore incentives through additional grants of equity-based...

Although exercise prices for executive stock options can be set either below or above the grant-date market price, in practice virtually all options are granted at the money. We offer an economic rationale for this apparent puzzle, by showing that pay-to-performance incentives for risk-averse,...

This paper analyzes why the primary goal of the equity-pay explosion--creating long-run ownership incentives for top executives--has often been difficult to achieve in practice. More generally, I describe six challenges in the design of equity-based pay plans and discuss potential solutions. The...

The trouble with options is that too many options are granted to too many people. Most options are granted below the top-executive level, and options are often an inefficient way to attract, retain and motivate executives and (especially) lower-level employees. Why, then, are options so...

We employ a certainty-equivalence framework to analyze the cost and value of, and pay/performance incentives provided by, non-tradable options held by undiversified, risk-averse executives. We derive Executive Value' lines, the risk-adjusted analogues to Black-Scholes lines, and distinguish...