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Discussion Paper
Who Are the Federal Student Loan Borrowers and Who Benefits from Forgiveness?
The pandemic forbearance for federal student loans was recently extended for a sixth time—marking a historic thirty-month pause on federal student loan payments. The first post in this series uses survey data to help us understand which borrowers are likely to struggle when the pandemic forbearance ends. The results from this survey and the experience of some federal borrowers who did not receive forbearance during the pandemic suggest that delinquencies could surpass pre-pandemic levels after forbearance ends. These concerns have revived debates over the possibility of blanket forgiveness ...
Discussion Paper
Credit Card Trends Begin to Normalize after Pandemic Paydown
Today, the New York Fed’s Center for Microeconomic Data released its Quarterly Report on Household Debt and Credit for the third quarter of 2021. Overall debt balances increased, bolstered primarily by a sizeable increase in mortgage balances, and for the second consecutive quarter, an increase in credit card balances. The changes in credit card balances in the second and third quarters of 2021 are remarkable since they appear to be a return to the normal seasonal patterns in balances. In a Liberty Street Economics post earlier this year we wrote about some demographic variation in these ...
Discussion Paper
How and Why Do Consumers Use “Buy Now, Pay Later”?
In a previous post, we highlighted that financially fragile households are disproportionately likely to use “buy now, pay later” (BNPL) payment plans. In this post, we shed further light on BNPL’s place in its users’ household finances, with a particular focus on how use varies by a household’s level of financial fragility. Our results reveal substantially different use patterns, as more-fragile households tend to use the service to make frequent, relatively small, purchases that they might have trouble affording otherwise. In contrast, financially stable households tend to not use ...
Discussion Paper
The New York Fed Consumer Credit Panel: A Foundational CMD Data Set
As the Great Financial Crisis and associated recession were unfolding in 2009, researchers at the New York Fed joined colleagues at the Board of Governors and Philadelphia Fed to create a new kind of data set. Household liabilities, particularly mortgages, had gone from being a quiet little corner of the financial system to the center of the worst financial crisis and sharpest recession in decades. The new data set was designed to provide fresh insights into this part of the economy, especially the behavior of mortgage borrowers. In the fifteen years since that effort came to fruition, the ...
Discussion Paper
Auto Loan Delinquency Revs Up as Car Prices Stress Budgets
The New York Fed’s Center for Microeconomic Data released the Quarterly Report on Household Debt and Credit for the fourth quarter of 2023 this morning. Household debt balances grew by $212 billion over the last quarter. Although there was growth across most loan types, it was moderate compared to the fourth-quarter changes seen in the past few years. Mortgage balances grew by $112 billion and home equity line of credit (HELOC) balances saw an $11 billion bump as borrowers tapped home equity in lieu of refinancing first mortgages. Credit card balances, which typically see substantial ...
Discussion Paper
Younger Borrowers Are Struggling with Credit Card and Auto Loan Payments
Total debt balances grew by $394 billion in the fourth quarter of 2022, the largest nominal quarterly increase in twenty years, according to the latest Quarterly Report on Household Debt and Credit from the New York Fed’s Center for Microeconomic Data. Mortgage balances, the largest form of household debt, drove the increase with a gain of $254 billion, while credit card balances saw a $61 billion increase—the largest observed in the history of our data, which goes back to 1999.
Discussion Paper
How Distressed Are Consumers? Reconciling Diverging Credit Card Delinquency Measures
Total debt balances declined slightly by $13 billion in the second quarter of 2026, according to the latest Quarterly Report on Household Debt and Credit from the New York Fed’s Center for Microeconomic Data. Mortgage and student loan balances saw a small decline, while there were increases across other debt products. Delinquency rates across most products remained fairly stable. Still, between 2022:Q3 and 2026:Q1, the percentage of credit card balances 90+ days delinquent rose from 7.6 percent to 12.8 percent, prompting concerns that Americans are falling behind on their debt payments at ...
Discussion Paper
Three Key Facts from the Center for Microeconomic Data’s 2022 Student Loan Update
Today, researchers from the Center for Microeconomic Data released the 2022 Student Loan Update, which contains statistics summarizing who holds student loans along with characteristics of these balances. To compute these statistics, we use the New York Fed Consumer Credit Panel (CCP), a nationally representative 5 percent sample of all U.S. adults with an Equifax credit report. For this update, we focus on individuals with a student loan on their credit report. The update is linked here and shared in the student debt section of the Center for Microeconomic Data’s website. In this post, we ...
Report
Understanding Consumer Demand for “Buy Now, Pay Later”
We estimate consumer preferences for “Buy Now, Pay Later” (BNPL) using a large-scale probabilistic stated choice survey experiment. Average willingness to pay (WTP) for the standard BNPL bundle is negative, but younger, lower-income, and less credit-worthy consumers exhibit higher demand. The share with positive estimated WTP closely matches actual BNPL take-up. Consumers strongly dislike interest charges and hard credit checks. Counterfactual simulations show that incorporating these features into the standard bundle lowers demand and worsens adverse selection toward riskier borrowers. ...
Discussion Paper
Student Loan Delinquencies Are Back, and Credit Scores Take a Tumble
This morning, the Center for Microeconomic Data at the New York Fed released the Quarterly Report on Household Debt and Credit updated through the first quarter of 2025. Over the first quarter, overall household debt rose by $167 billion. An increase of $199 billion in mortgage balances and modest increases in home equity lines of credit (HELOC) and student loans were offset by declines in auto loans and credit card debt of $13 billion and $29 billion, respectively. The decline in credit card balances is a typical seasonal pattern associated with consumers paying down holiday spending from ...