Liberty Street Economics
Return to Liberty Street Economics Home Page

206 posts on "Household Finance"
July 11, 2022

Consumer Scores and Price Discrimination

Photo: Woman shopping online with smartphone and making a payment

Most American consumers likely are familiar with credit scores, as every lender in the United States uses them to evaluate credit risk. But the Customer Lifetime Value (CLV) that many firms use to target ads, prices, products, and service levels to individual consumers may be less familiar, or the Affluence Index that ranks households according to their spending power. These are just a few among a plethora of scores that have emerged recently, consequence of the abundant consumer data that can be gathered online. Such consumer scores use data on age, ethnicity, gender, household income, zip code, and purchases as inputs to create numbers that proxy for consumer characteristics or behaviors that are of interest to firms. Unlike traditional credit scores, however, these scores are not available to consumers. Can a consumer benefit from data collection even if the ensuing scores are eventually used “against” her, for instance, by enabling firms to set individualized prices? Would it help her to know her score? And how would firms try to counteract the consumer’s response?

Posted at 7:00 am in Credit, Household Finance | Permalink | Comments (2)
May 23, 2022

The Adverse Effect of “Mandatory” Flood Insurance on Access to Credit

The National Flood Insurance Program (NFIP) was designed to reduce household and lender flood-risk exposure and “encourage lending.” In this post, which is based on our related study, we show that in certain situations the program actually limits access to credit, particularly for low-income borrowers—an unintended consequence of this well-intentioned program.

May 12, 2022

First‑Time Buyers Were Undeterred by Rapid Home Price Appreciation in 2021

Photo: young ethnic family looking at a home with house of sale sign and sold over it.

Tight inventories of homes for sale combined with strong demand pushed up national house prices by an eye-popping 19 percent, year over year, in January 2022. This surge in house prices created concerns that first-time buyers would increasingly be priced out of owning a home. However, using our Consumer Credit Panel, which is based on anonymized Equifax credit report data, we find that the share of purchase mortgages going to first-time buyers actually increased slightly from 2020 to 2021.

May 10, 2022

Refinance Boom Winds Down

photo: person signing papers with model house and keys on the table near them.

Total household debt balances continued their upward climb in the first quarter of 2022 with an increase of $266 billion; this rise was primarily driven by a $250 billion increase in mortgage balances, according to the latest Quarterly Report on Household Debt and Creditfrom the New York Fed’s Center for Microeconomic Data. Mortgages, historically the largest form of household debt, now comprise 71 percent of outstanding household debt balances, up from 69 percent in the fourth quarter of 2019. Driving the increase in mortgage balances has been a high volume of new mortgage originations, which we define as mortgages that newly appear on credit reports and includes both purchase and refinance mortgages. There has been $8.4 trillion in new mortgage debt originated in the last two years, as a steady upward climb in purchase mortgages was accompanied by an historically large boom in mortgage refinances. Here, we take a close look at these refinances, and how they compare to recent purchase mortgages, using our Consumer Credit Panel, which is based on anonymized credit reports from Equifax.

Posted at 11:00 am in Credit, Household Finance, Housing | Permalink
April 21, 2022

What Might Happen When Student Loan Forbearance Ends?

Federal student loan relief was recently extended through August 31, 2022, marking the sixth extension during the pandemic. Such debt relief includes the suspension of student loan payments, a waiver of interest, and the stopping of collections activity on defaulted loans. The suspension of student loan payments was expected to help 41 million borrowers save an estimated $5 billion per month. This post is the first in a two-part series exploring the implications and distributional consequences of policies that aim to address the student debt burden. Here, we focus on the uneven consequences of student debt relief and its withdrawal. With the end-date of the student loan relief drawing near, a key question is whether and how the discontinuation of student debt relief might affect households. Moreover, will these effects vary by demographics?

March 22, 2022

Student Loan Repayment during the Pandemic Forbearance

The onset of the COVID-19 pandemic brought substantial financial uncertainty for many Americans. In response, executive and legislative actions in March and April 2020 provided unprecedented debt relief by temporarily lowering interest rates on Direct federal student loans to 0 percent and automatically placing these loans into administrative forbearance. As a result, nearly 37 million borrowers have not been required to make payments on their student loans since March 2020, resulting in an estimated $195 billion worth of waived payments through April 2022. However, 10 million borrowers with private loans or Family Federal Education Loan (FFEL) loans owned by commercial banks were not granted the same relief and continued to make payments during the pandemic. Data show that Direct federal borrowers slowed their paydown, with very few making voluntary payments on their loans. FFEL borrowers, who were not covered by the automatic forbearance, struggled with their debt payments during this time. The difficulties faced by these borrowers in managing their student loans and other debts suggest that Direct borrowers will face rising delinquencies once forbearance ends and payments resume.

February 8, 2022

Car Prices Drive Up Borrowing

Image of a row of new cars

Total household debt increased substantially during the second year of the COVID-19 pandemic, with a $1.02 trillion increase in aggregate debt balances, according to the Quarterly Report on Household Debt and Credit for the fourth quarter of 2021 from the New York Fed’s Center for Microeconomic Data. The yearly increase was the largest seen since 2007 in nominal terms and was boosted by particularly robust growth in mortgage balances, which grew by nearly $900 billion through 2021. Credit card balances, which have followed an unusual path during the pandemic, saw a large seasonal increase in the fourth quarter but remain well below pre-pandemic levels. And student loan balances increased only modestly through 2021 due to lower enrollment and also due to administrative forbearance on federal student loans—the smallest annual increase we’ve seen since 2004. Outstanding auto loan balances grew in 2021 by $84 billion. The $734 billion in newly opened auto loans through the year was the largest volume we’ve seen in our data.

Posted at 11:00 am in Household Finance, Inflation | Permalink
February 2, 2022

Housing Returns in Big and Small Cities

Photo: Aerial view of Washington Square in NY

Houses are the largest asset for most households in the United States, as is the case in many other countries as well. Within countries, there is substantial regional variation in house prices—compare real estate values in Manhattan, New York City, with those in Manhattan, Kansas, for example. But what about returns on investment? Are long-run returns on real estate investment—the sum of price appreciation and rental income flows—higher in superstar cities like New York than in the rest of the country? In this blog post, we present new and potentially surprising insights from research comparing long-run returns on residential real estate in a nation’s largest cities to those experienced in the rest of the country (Amaral et al., 2021), covering the U.S. and fourteen other advanced economies over the past century.

Posted at 7:00 am in Household Finance, Housing | Permalink
November 17, 2021

The Role of Educational Attainment in Household Debt and Delinquency Disparities

This post concludes a three-part series exploring the gender, racial, and educational disparities of debt outcomes of college students. In the previous two posts, we examined how debt holding and delinquency behaviors vary among students of different race and gender, breaking up our analyses by level of degree pursued by the student. We found that Black and Hispanic students were less likely than white students to take on credit card debt, auto loans, and mortgage debt, but experienced higher rates of delinquency in each of these debt areas by the age of 30. In contrast, Black students were more likely to take out student debt and both Black and Hispanic students experienced higher rates of student debt delinquency. We found that Asian students broadly followed reverse patterns from Black and Hispanic students by age 30. They were more likely than white students to acquire mortgages and less likely to hold student debt, but their delinquency patterns were in general similar to those of white students. Women were less likely to hold an auto loan or mortgage and more likely to hold student debt by age 30, and in most cases their delinquency outcomes were indistinguishable from males. In this post, we seek to understand mechanisms behind these racial and gender disparities and examine the role of educational attainment in explaining these patterns.

Unequal Distribution of Delinquencies by Gender, Race, and Education

This post is the second in a three-part series exploring racial, gender, and educational differences in household debt outcomes. In the first post, we examined how the propensity to take out household debt and loan amounts varied among students by race, gender, and education level, finding notable differences across all of these dimensions. Were these disparities in debt behavior by gender, race, and education level associated with differences in financial stress, as captured by delinquencies? This post focuses on this question.

About the Blog

Liberty Street Economics features insight and analysis from New York Fed economists working at the intersection of research and policy. Launched in 2011, the blog takes its name from the Bank’s headquarters at 33 Liberty Street in Manhattan’s Financial District.

The editors are Michael Fleming, Andrew Haughwout, Thomas Klitgaard, and Asani Sarkar, all economists in the Bank’s Research Group.

Liberty Street Economics does not publish new posts during the blackout periods surrounding Federal Open Market Committee meetings.

The views expressed are those of the authors, and do not necessarily reflect the position of the New York Fed or the Federal Reserve System.

Economic Research Tracker

Image of NYFED Economic Research Tracker Icon Liberty Street Economics is available on the iPhone® and iPad® and can be customized by economic research topic or economist.

Economic Inequality

image of inequality icons for the Economic Inequality: A Research Series

This ongoing Liberty Street Economics series analyzes disparities in economic and policy outcomes by race, gender, age, region, income, and other factors.

Most Read this Year

Comment Guidelines

 

We encourage your comments and queries on our posts and will publish them (below the post) subject to the following guidelines:

Please be brief: Comments are limited to 1,500 characters.

Please be aware: Comments submitted shortly before or during the FOMC blackout may not be published until after the blackout.

Please be relevant: Comments are moderated and will not appear until they have been reviewed to ensure that they are substantive and clearly related to the topic of the post.

Please be respectful: We reserve the right not to post any comment, and will not post comments that are abusive, harassing, obscene, or commercial in nature. No notice will be given regarding whether a submission will or will
not be posted.‎

Comments with links: Please do not include any links in your comment, even if you feel the links will contribute to the discussion. Comments with links will not be posted.

Send Us Feedback

Disclosure Policy

The LSE editors ask authors submitting a post to the blog to confirm that they have no conflicts of interest as defined by the American Economic Association in its Disclosure Policy. If an author has sources of financial support or other interests that could be perceived as influencing the research presented in the post, we disclose that fact in a statement prepared by the author and appended to the author information at the end of the post. If the author has no such interests to disclose, no statement is provided. Note, however, that we do indicate in all cases if a data vendor or other party has a right to review a post.

Archives