We describe a new mechanism that induces accurate forecasts within an organization while reducing moral hazards and the stigma associated with negative opinions. It is based on the notion of identity escrow, whereby the identity of a forecaster is kept anonymous and only revealed when a number...

This study examines the use of analytic techniques to develop a model that predicts the potential default of Small Business Administration (SBA) backed loans issued to American franchisees. Data collected by World Franchising (WF) in their 2008 survey and by SBA from 2000-2008, covering 271...

“Big data” gives markets access to previously unmeasured characteristics of individual agents. Policymakers must decide whether and how to regulate the use of this data. We study how new data affects incentives for agents to exert effort in settings such as the labor market, where an agent's...