I examine the learning process that economic agents use to update their expectation of an uncertain and infrequently observed event. I use a new nation-wide panel dataset of large regional floods and flood insurance policies to show that insurance take-up spikes the year after a flood and then...

Borrowers' housing equity is an important component of their wealth and a critical determinant of their vulnerability to shocks. In this paper, we create a unique data set that enables us to provide a comprehensive look at the ratio of housing debt to housing values—what we refer to as...

This research extends the work of Yao, Hanna, and Lindamood (2004) and others in attempting to ascertain how stock market fluctuations affect the risk tolerance of households. We used the 1992 to 2013 datasets of the Survey of Consumer Finances (SCF), and found that whether respondents were...

Using the 2010 and 2013 Survey of Consumer Finances (N=12,497), this study investigates the relationship between credit constraint and credit use of U.S. households after the Great Recession. Credit use is identified for two major categories of household debt, (1) installment loan debt and (2)...

Given the fundamental role that credit scores play in day-to-day life in the United States, it is very important to understand what can be done to help individuals improve their credit scores. This question is important in general, and especially important for the low-to-moderate-income (LMI)...

Small denominations play a special role in a payments ecosystem because they facilitate exchange for small-value goods and services. This report examines the $1 bill holdings of adults in the United States using data from the Diary of Consumer Payments Choice (DCPC). Simply knowing the number of...

Household income, spending, and net worth are key inputs in macroeconomic forecasting and economic research. Macro-level data sources are often used to measure household accounts, but lack important information about heterogeneity across different types of households that can be found in...

This appendix provides complete results for the robustness checks discussed in the paper, Spillover Effects of the Opioid Epidemic on Consumer Finance. The paper available at "https://ssrn.com/abstract=3324709" https://ssrn.com/abstract=3324709

Appendix available at "https://ssrn.com/abstract=3324720" https://ssrn.com/abstract=3324720.I examine the impact of the opioid epidemic on subprime auto lending. Using a difference-in-differences framework, I find that county-level increases in opioid abuse cause an increase in loan defaults....