The purpose of this study was to compare and contrast the predictive validity of risk tolerance questionnaires. The tested questionnaires represented measures derived from economic and psychometric theory. It was determined that questionnaires based on economic theory had similar predictive...

Using German and US brokerage data we find that investors are more likely to sell speculative stocks trading at a gain. Investors' gain realizations are monotonically increasing in a stock's speculativeness. This translates into a high disposition effect for speculative and a much lower...

Using German and US brokerage data we find that investors are more likely to sell speculative stocks trading at a gain. Investors' gain realizations are monotonically increasing in a stock's speculativeness. This translates into a high disposition effect for speculative and a much lower...

Using German and US brokerage data we find that investors are more likely to sell speculative stocks trading at a gain. Investors’ gain realizations are monotonically increasing in a stock’s speculativeness. This translates into a high disposition effect for speculative and a much lower...

Using detailed micro-level data, we show that individuals' beliefs about climate change influence their choice and level of flood insurance coverage. Our empirical strategy exploits the heterogeneous impact of widening partisan polarization on climate change beliefs after the 2016 general...

Past studies typically have focused on whether people perceive more rare risk after experiencing catastrophic disasters. We show that people can also feel less risk with unexpected “lucky” disaster experience. By exploring a novel identification strategy based on households’ expectations,...

Using a sample of 1,215 US retail investors, we provide evidence on the effect of investment literacy and of investment literacy overconfidence on the likelihood of purchasing securities on margin, and also, among those who had purchased securities on margin, the likelihood of experiencing a...

By inverting the optimal portfolios of mutual fund managers in a fairly general setting, which allows us to partial out the effect of risk aversion and hedging demands, we provide an estimate of perceived expected excess returns and show that they are significantly affected by experienced...

Online crowdfunding websites are multi-sided platforms that offer project founders the possibility to publish their project ideas, to address potential investors, and to ask for funding. The successful funding of crowdfunding campaigns is important for founders, investors, platform operators,...

This paper analyzes the stability and distribution of ambiguity attitudes using a broad population sample. Using high-powered incentives, we collected six waves of data on ambiguity attitudes about financial markets – our main application – and climate change. Estimating a structural...