Hundreds of equity market intelligence FinTechs have formed in the last decade. We assemble novel data to describe their capabilities, users, and consequences. Our data suggest that these FinTechs: (i) aggregate many data sources, including nontraditional ones (e.g., Twitter, blogs), and...

I estimate a life-cycle model of portfolio choices that incorporates the relationship between market returns and the skewness of idiosyncratic income shocks. The cyclicality of skewness can explain (i) low stock market participation among young households, (ii) why the equity share of...

Rationality would suggest that advice-seeking investors receive benefits from costly financial advice. However, evidence documenting these benefits for U.S. investors has so far been lacking. This paper is the first to document that U.S. mutual fund investors indeed receive one of the many...

This Chapter explores how an environment of persistent low returns influences saving, investing, and retirement behaviors, as compared to what in the past had been thought of as more "normal" financial conditions. Our calibrated lifecycle dynamic model with realistic tax, minimum distribution,...

Rationality suggests that advice-seeking investors receive benefits from financial advice that are comparable in value to the fees paid for such advice. However, empirical evidence documenting these benefits for U.S. investors has so far been lacking. We document that U.S. mutual fund investors...

Whether financial advisors provide useful services for clients that seek to invest in mutual funds remains an open question. We are the first to show that financial advisors generate tangible benefits for their clients in the form of useful tax advice. Specifically, financial advisors help...

This paper summarizes and outlines some interesting issues that arose during a recent workshop on Consumer Behavior and Payment Choice, hosted by the Federal Reserve Bank of Boston's Emerging Payments Research Group (EPRG) on July 25, 2008. Topics addressed are the consumer adoption of new...

We investigate US households' direct investment in stocks, bonds and liquid accounts and their foreign counterparts, in order to identify the different participation hurdles affecting asset investment domestically and overseas. To this end, we estimate a trivariate probit model with three...

This paper uses panel data through 2011 to examine evidence of shifts in household balance sheet behavior following the financial crisis and Great Recession. The paper considers evidence of balance sheet repair through debt repayment as well as changes in the composition of households' balance...

Assuming that certain religious beliefs, as a proxy for one's cultural background, may inhibit wealth accumulation, individual savings behavior in the USA with its vital religious market is examined. Using data from the US Panel Study of Income Dynamics (PSID), I found notable differences in...