We administer a newly-designed survey to a large panel of retail investors who have substantial wealth invested in … financial markets. The survey elicits beliefs that are crucial for macroeconomics and finance, and matches respondents with …

A large literature studies subjective beliefs about economic facts using unincentivized survey questions. We devise … randomized experiments in a representative online survey to investigate whether incentivizing belief accuracy affects stated … provision does not reduce bias in our survey-based belief measures. …

empirical basis for more comprehensive theories of decision-making. We elicit 21 behaviors using an incentivized survey on a …