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101 posts on "Housing"
January 10, 2024

An Overlooked Factor in Banks’ Lending to Minorities

Illustration: Economic Inequality - Credit Access: What affects lending disparities? gold background with ill of a bank building and four people of different races. arrows showing a circular motion between them.

In the second quarter of 2022, the homeownership rate for white households was 75 percent, compared to 45 percent for Black households and 48 percent for Hispanic households. One reason for these differences, virtually unchanged in the last few decades, is uneven access to credit. Studies have documented that minorities are more likely to be denied credit, pay higher rates, be charged higher fees, and face longer turnaround times compared to similar non-minority borrowers. In this post, which is based on a related Staff Report, we show that banks vary substantially in their lending to minorities, and we document an overlooked factor in this difference—the inequality aversion of banks’ stakeholders.

Posted at 7:00 am in Banks, Housing, Inequality | Permalink
November 30, 2023

FHA First‑Time Buyer Homeownership Sustainability: An Update

Young African American heterosexual couple sitting on the steps of a house with front door open and cardboard moving boxes around them.

An important part of the mission of the Federal Housing Administration (FHA) is to provide affordable mortgages that both promote the transition from renting to owning and create “sustainable” homeownership. The FHA has never defined what it means by sustainability.  However, we developed a scorecard in 2018 that tracks the long-term outcomes of FHA first-time buyers (FTBs) and update it again in this post. The data show that from 2011 to 2016 roughly
21.8 percent of FHA FTBs failed to sustain their homeownership.

November 13, 2023

How Do Banks Lend in Inaccurate Flood Zones in the Fed’s Second District?

Photo of blue house in pine woods area flooded with muddy water up to its front door.

In our previous post, we identified the degree to which flood maps in the Federal Reserve’s Second District are inaccurate. In this post, we use our data on the accuracy of flood maps to examine how banks lend in “inaccurately mapped” areas, again focusing on the Second District in particular. We find that banks are seemingly aware of poor-quality flood maps and are generally less likely to lend in such regions, thereby demonstrating a degree of flood risk management or risk aversion. This propensity to avoid lending in inaccurately mapped areas can be seen in jumbo as well as non-jumbo loans, once we account for a series of confounding effects. The results for the Second District largely mirror those for the rest of the nation, with inaccuracies leading to similar reductions in lending, especially among non-jumbo loans.

June 22, 2023

Elevated Rent Expectations Continue to Pressure Low‑Income Households

illustration of person sitting on their suitcases outside of a house with a lock on the front door with the question: who feels most vulnerable.

The Federal Reserve Bank of New York’s 2023 SCE Housing Survey, released in April, reported some novel data about expectations for home prices, interest rates, and mortgage refinancing. While the data showed a sharp drop in home price expectations, some of the most notable findings concern renters. In this post, we take a deeper dive into how renters’ expectations and financial situations have evolved over the past year. We find that both owners and renters expect rents to rise rapidly over the next year, albeit at a slower pace than last year. Furthermore, we also show that eviction expectations rose sharply over the past twelve months, and that this increase was most pronounced for those in the lowest quartile of the income distribution.

Posted at 2:00 pm in Equitable Growth, Housing, Inflation | Permalink
May 25, 2023

Do Veterans Face Disparities in Higher Education, Health, and Housing?

Illustration of "how do veterans fare?" of veteran saluting with house, medical sign and college cap.

Veterans are an understudied group that forms an important part of the fabric of American society and that constitutes a significant segment of the population. In the first post of this two-part series, we will investigate how the outcomes of veteran men–in educational attainment, health, and housing–differ from those of comparable men who did not serve in the military. Looking only at men, for reasons described below, we find that relative to nonveteran men with a high school degree and a similar distribution of demographic and geographic characteristics, veterans are 7 percentage points less likely to have a college degree and are over 50 percent more likely to experience a disability. Veterans are also somewhat likelier to rent a home than to own and, as renters, pay a lower average rent, suggesting they experience lower quality housing or live in worse neighborhoods.

May 15, 2023

The Great Pandemic Mortgage Refinance Boom

Decorative photo: play house with gray roof and red brick exterior, sitting on top of a spread out pile of $20 bills.

Total debt balances grew by $148 billion in the first quarter of 2023, a modest increase after 2022’s record growth. Mortgages, the largest form of household debt, grew by only $121 billion, according to the latest Quarterly Report on Household Debt and Credit from the New York Fed’s Center for Microeconomic Data.  The increase was tempered by a sharp reduction in both purchase and refinance mortgage originations. The pandemic boom in purchase originations was driven by many factors – low mortgage rates, strong household balance sheets, and an increased demand for housing. Homeowners who refinanced in 2020 and 2021 benefitted from historically low interest rates and will be enjoying low financing costs for decades ­to come. These “rate refinance” borrowers have lowered their monthly mortgage payments, improving their cash flow, while other “cash-out” borrowers extracted equity from their real estate assets, making more cash available for consumption. Here, we explore the refi boom of 2020-21–who refinanced, who took out cash, and how much potential consumption support these transactions provided. In this analysis, as well as the Quarterly Report, we use our Consumer Credit Panel (CCP), which is based on anonymized credit reports from Equifax.

First‑Time Buyers Did Not Drive Strong House Price Appreciation in 2021

Photo of family moving into their first home; taking boxes out of a truck. Parents and two daughters.

In May 2022, Sam Khater—chief economist for Freddie Mac—argued that a surge in first-time buyers had been an important driver of the housing market the previous year. In contrast, using data from the New York Fed Consumer Credit Panel, we find that the share of home purchases by first-time buyers fell in 2021. This suggests that other factors were important to the rapid increase in house prices in 2021. 

Posted at 7:00 am in Equitable Growth, Housing, Inflation | Permalink
April 20, 2023

Moving Out of a Flood Zone? That May Be Risky!

Photo: Blue house and property sitting in a flood; for a story on climate change.

An often-overlooked aspect of flood-plain mapping is the fact that these maps designate stark boundaries, with households falling either inside or outside of areas designated as “flood zones.” Households inside flood zones must insure themselves against the possibility of disasters. However, costly insurance may have pushed lower-income households out of areas officially designated a flood risk and into physically adjacent areas. While not designated an official flood risk, Federal Emergency Management Agency (FEMA) and disaster data shows that these areas are still at considerable risk of flooding. In this post, we examine whether flood maps may have inadvertently clustered those households financially less able to bear the consequences of a disaster into areas that may still pose a significant flood risk.

March 10, 2023

Is Your Apartment Breaking because Your Landlord Is Broke?

Decorative photo: Water dripping from ceiling into plastic bucket on floor in living room, space for text. Leaking roof

Thirty-one percent of housing units in the United States are rental units, and rental housing is unique because unlike in the case of homeownership, renters rely on the property owner for maintenance spending. From the property owner’s perspective, building maintenance is an important investment necessary to keep the asset in good condition. However, like all investments, it is only possible to maintain a building with sufficient financial resources. In a recent staff report, I examine the relationship between a building’s financing constraints and its maintenance. I find that financially constrained buildings, colloquially “broke,” tend to be less well maintained.

Posted at 7:00 am in Corporate Finance, Housing | Permalink
January 5, 2023

The Layers of Inflation Persistence

Decorative photo: Closeup of red onion layers texture abstract background

In a recent post, we introduced the Multivariate Core Trend (MCT), a measure of inflation persistence in the core sectors of the personal consumption expenditure (PCE) price index. With data up to February 2022, we used the MCT to interpret the nature of post-pandemic price spikes, arguing that inflation dynamics were dominated by a persistent component largely common across sectors, which we estimated at around 5 percent. Indeed, over the year, inflation proved to be persistent and broad based, and core PCE inflation is likely to end 2022 near 5 percent. So, what is the MCT telling us today? In this post, we extend our analysis to data through November 2022 and detect signs of a decline in the persistent component of inflation in recent data. We then dissect the layers of inflation persistence to fully understand that decline.

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