Measuring uncertainty preferences: what we know and what we need

We often want to predict individual behavior under uncertainty in relevant decision-making settings based on the elicitation of individual uncertainty attitudes. This paper surveys different approaches to measure uncertainty preferences and studies that correlate measured preferences with decision-making behavior in different domains such as finance or insurance. We argue that the predictive power of elicited preferences in many studies is limited and suggest several potential ways forward for future research.