To estimate the monetary value of ideal financial planning advice, we address three types of benefits that planners provide: increasing wealth, preventing loss, and smoothing consumption. We discuss, then reject the possibility of using survey data to obtain valid estimates of the benefit of...

We develop a parsimonious econometrics methodology to estimate individual's portfolio return process accounting for self-selection bias from portfolio adjustment; our approach is useful to assist investors learning own return process profile. We study three components to characterize investor's...

We employ recent Survey of Consumer Finances (SCF) microdata from the US to analyze the impacts of confidence in one's own financial knowledge, confidence in the economy, and objective financial literacy on investment in risky financial assets (equity and bonds) on both the extensive and...

This paper analyzes lenders' pricing strategies in the business-to-customer (B2C) unsecured loan market by using a proprietary dataset of approximately 3 million unsecured consumer loans from a B2C online retailer in China. We find that lenders' decisions to invite customers are based on...

We designed a commitment savings product for a Philippine bank and implemented it using a randomized control methodology. The savings product was intended for individuals who want to commit now to restrict access to their savings, and who were sophisticated enough to engage in such a mechanism....

We use an incentivized survey experiment to test how visualizing key information of mutual funds helps investors to follow the minimum-cost investment strategy. Respondents can invest in three ETFs tracking the same index and we find that adding a net expected return graph reduces the amount of...

Using data from a U.S. household survey, we examine the empirical relation between subjective life horizon (i.e., the self-reported expectation of remaining life span) and portfolio choice. We find that equity portfolio shares are higher for investors with longer horizons, controlling for...

US households with high unconditional and cyclical labor income risk are more leveraged and allocate a greater share of their financial assets to stocks. I use self-reported risk preferences to show that rational sorting of risk tolerant workers into risky employment is responsible for this...

We study determinants of households' unsecured credit limits using the Survey of Consumer Finances between 2001 and 2016. We estimate the marginal effects of demographic characteristics and financial health conditions in a two stage least squares model, resolving the endogeneity from the...

The recent economic crisis still lingering in Europe has deeply affected the way individuals look at the investment market. Understanding the trust processes underlying the decision to invest with financial intermediaries is of particular importance both at managerial (product development and...