For samples of our research work please call 800.823.1973 or email us at products@gradientanalytics.com



To learn more about other products and services of Gradient Analytics please visit the Gradient homepage at www.gradientanalytics.com

Equity Incentive Analytics (EIA) provides actionable investment ideas based on the relationship between both abnormal executive stock option behavior and equity incentive plan design, and future earnings/stock price performance.

Employing the Equity Incentive Factor model, we leverage our proprietary Equity Incentive Database that contains hand-collected stock option grant data and the details of executive equity plans for over 2,000 firms for each year since 1995. We evaluate a company’s procedures and controls to determine whether equity incentives are effective at aligning the interest of shareholders and recipients, or are merely motivating executives to control the timing of financial and other information to maximize their personal wealth (including opportunistic grants).


Our thought-leaders on stock options and executive behavior leverage fifteen years of research and financial engineering to deliver this novel analyst-driven product. Recently completed academic research by our Founders establishes an unambiguous link between equity incentive/stock option structure, plan design, executive exercise behavior and future earnings/stock price performance.

The EIA White Paper summarizes our relevant research findings.


Our Founders, Dr. Carr Bettis and Dr. Donn Vickrey, are world-renown academicians. They have published in the world’s leading finance, economic, and accounting academic journals. Their academic work provides the foundation for our Earnings Quality Analytics service and the Gradient Factor Suite, as well as for non-Gradient products such as Lancer Analytics, currently offered by Thomson Financial.

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