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Discussion Paper
A Trillion Dollar Question: What Predicts Student Loan Delinquency Risk?
Over the past ten years, the real amount of student debt owed by American households more than doubled, from about $450 billion to more than $1.1 trillion. As a result of this increase, in 2010 student loan debt surpassed credit card debt as the largest class of non-housing consumer debt.
Working Paper
Fertility Choice in a Life Cycle Model with Idiosyncratic Uninsurable Earnings Risk
This paper studies the link between rising income uncertainty and household fertility patterns in an Aiyagari-Bewley-Huggett framework augmented to include fertility decisions and infertility risk. Building on Becker and Tomes (1976), I model fertility decisions as sequential, irreversible choices over the number of children, accompanied by parental choices of time and money invested toward improving children's quality. The calibrated model is used to quantify the contribution of earnings uncertainty to the changes in the key fertility indicators between steady states. I show that realistic ...
Discussion Paper
The Effects of Credit Score Migration on Subprime Auto Loan and Credit Card Delinquencies
In the early stages of the pandemic, income support and forbearance programs led consumer loan delinquency rates to fall to near-record lows for borrowers across the credit score distribution. Since the second half of 2021, however, delinquency rates have risen, and by 2023:Q3, overall rates for auto and credit card loans had risen above their pre-pandemic levels.
Discussion Paper
A Note on Recent Dynamics of Consumer Delinquency Rates
After plummeting to all-time lows during the pandemic, delinquencies on credit cards and auto loan debt increased to levels not observed since the Great Financial Crisis (GFC), raising concerns about the health of household balance sheets. In this note, we use credit records from the Federal Reserve Bank of New York Consumer Credit Panel/Equifax (CCP) — a nationally representative random sample of anonymized Equifax credit bureau data — to discuss developments in the credit card and auto loan delinquency rates since the onset of the Covid 19 pandemic through the third quarter of 2025.
Working Paper
How Well Did Social Security Mitigate the Effects of the Great Recession?
This paper quantifies the welfare implications of the U.S. Social Security program during the Great Recession. We find that the average welfare losses due to the Great Recession for agents alive at the time of the shock are notably smaller in an economy with Social Security relative to an economy without a Social Security program. Moreover, Social Security is particularly effective at mitigating the welfare losses for agents who are poorer, less productive, or older at the time of the shock. Importantly, in addition to mitigating the welfare losses for these potentially more vulnerable ...
Working Paper
Introducing the Distributional Financial Accounts of the United States
This paper describes the construction of the Distributional Financial Accounts (DFAs), a new dataset containing quarterly estimates of the distribution of U.S. household wealth since 1989, and provides the first look at the resulting data. The DFAs build on two existing Federal Reserve Board statistical products --- quarterly aggregate measures of household wealth from the Financial Accounts of the United States and triennial wealth distribution measures from the Survey of Consumer Finances --- to incorporate distributional information into a national accounting framework. The DFAs complement ...
Working Paper
A Historical Welfare Analysis of Social Security: Whom Did the Program Benefit?
A well-established result in the literature is that Social Security tends to reduce steady state welfare in a standard life cycle model. However, less is known about the historical effects of the program on agents who were alive when the program was adopted. In a computational life cycle model that simulates the Great Depression and the enactment of Social Security, this paper quantifies the welfare effects of the program's enactment on the cohorts of agents who experienced it. In contrast to the standard steady state results, we find that the adoption of the original Social Security tended ...