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Journal Article
Remote Work and Housing Demand
Kmetz, Augustus; Mondragon, John; Wieland, Johannes F. (2022-09-26)
The COVID-19 pandemic reshaped the way households work. Nearly a third of employees still worked from home part time or full time as of August 2022. This has significantly increased housing demand and is a key factor explaining why U.S. house prices grew 24% between November 2019 and November 2021. Analysis shows that the shift to remote work may account for more than half of overall house price increases and similar increases in rents. This fundamental evolution in work-related housing demand may be important for future house prices.
FRBSF Economic Letter , Volume 2022 , Issue 26 , Pages 5

Journal Article
House Prices Respond Promptly to Monetary Policy Surprises
Gorea, Denis; Kmetz, Augustus; Kryvtsov, Oleksiy; Kudlyak, Marianna; Ochse, Mitchell (2023-03-27)
New evidence based on listings of homes for sale from 2000 to 2019 suggests house prices adjust to monetary policy changes over weeks rather than years, faster than previously thought. Housing list prices fall within two weeks after the Federal Reserve announces an unexpected policy tightening, similar to responses of other financial assets. House prices respond more strongly to unexpected changes in long-term interest rates than to surprises in the short-term federal funds rate. Changes in mortgage rates following Fed announcements are key to explaining this rapid house price reaction.
FRBSF Economic Letter , Volume 2023 , Issue 09 , Pages 5

Working Paper
Credit Score Doctors
Huang, Xing; Hu, Luojia; Simonov, Andrei (2020-02-25)
We study how the existence of cutoffs in credit scores affects the behavior of homebuyers. Borrowers are more likely to purchase houses after their credit scores cross over a cutoff to qualify them for a higher credit score bin. However, the credit accounts of these individuals (crossover group) are more likely to become delinquent within four years following home purchases than the accounts of those who had stayed in the same bin (non-crossover group). The effect is not only concentrated in subprime bins, but in other bins as well. It is neither limited to pre-crisis period nor curtailed by ...
Working Paper Series , Paper WP 2020-07

Working Paper
How Effective are Macroprudential Policies? An Empirical Investigation
Akinci, Ozge; Olmstead-Rumsey, Jane (2015-06-01)
In recent years, policymakers have generally relied on macroprudential policies to address financial stability concerns. However, our understanding of these policies and their efficacy is limited. In this paper, we construct a novel index of domestic macroprudential policies in 57 advanced and emerging economies covering the period from 2000:Q1 to 2013:Q4, with tightenings and easings recorded separately. The effectiveness of these policies in curbing bank credit growth and house price inflation is then assessed using a dynamic panel data model. The main findings of the paper are: (1) ...
International Finance Discussion Papers , Paper 1136

Working Paper
Financial Technology and the 1990s Housing Boom
Johnson, Stephanie; Tzur-Ilan, Nitzan (2025-01-17)
The 1990s rollout of mortgage automated underwriting systems allowed for complex underwriting rules, cut processing time and raised house prices substantially. We show that locations exposed to initial adopters of Freddie Mac’s Loan Prospector system experienced an early housing boom due to a switch to statistically-informed underwriting rules. Loan Prospector adoption increased lending at high loan-to-income ratios by around 18 percent. Applying our estimated response to lenders who adopted later, we find that the rollout of new lending standards with the GSEs’ systems can explain more ...
Working Papers , Paper 2506

Working Paper
Measuring Mortgage Credit Availability : A Frontier Estimation Approach
Hizmo, Aurel; Molloy, Raven S.; Kung, Edward; Anenberg, Elliot (2017-09-29)
We construct a new measure of mortgage credit availability that describes the maximum amount obtainable by a borrower of given characteristics. We estimate this "loan frontier" using mortgage originations data from 2001 to 2014 and show that it reflects a binding borrowing constraint. Our estimates reveal that the expansion of mortgage credit during the housing boom was substantial for all borrowers, not only for low-score or low-income borrowers. The contraction was most pronounced for low-score borrowers. Using variation in the frontier across metropolitan areas over time, we show that ...
Finance and Economics Discussion Series , Paper 2017-101

Working Paper
Do homeowners associations mitigate or aggravate negative spillovers from neighboring homeowner distress?
Meltzer, Rachel; Cheung, Ron; Cunningham, Chris (2013-12-01)
Experiences reveal that the monitoring costs of the foreclosure crisis may be nontrivial, and smaller governments may have more success at addressing potential negative externalities. One highly localized form of government is a homeowners association (HOA). HOAs could be well-suited for triaging foreclosures, as they may detect delinquencies and looming defaults through direct observation or missed dues. On the other hand, the reliance on dues may leave HOAs particularly vulnerable to members? foreclosure. We examine how property prices respond to homeowner distress and foreclosure within ...
FRB Atlanta Working Paper , Paper 2013-18

Journal Article
Comparing Measures of Housing Inflation
Bengali, Leila (2022-10-17)
Measuring the price of shelter for homeowners is difficult, even when housing markets are stable. A new measure of shelter price inflation uses mortgage, tax, and insurance payments, rather than the implied rental value of homes used in the consumer price index (CPI). The payments method suggests year-over-year shelter price inflation rose 4.3% nationally in July, compared with the CPI’s 5.8% estimate. Conditions in rental markets likely explain this difference. Comparing the varying results nationally and across regions highlights the challenge of accurately measuring the shelter inflation ...
FRBSF Economic Letter , Volume 2022 , Issue 29 , Pages 6

Working Paper
Time-varying Persistence of House Price Growth: The Role of Expectations and Credit Supply
Chudik, Alexander; Smallwood, Aaron; Choi, Chi-Young (2024-05-15)
High persistence is a prominent feature of price movements in U.S. housing markets, i.e., house prices grow faster this period if they grew faster last period. This paper provides two additional new insights to the literature on U.S. house price movements. First, there exists a significant time variation in the persistence of house price growth, both at the national and city level. Second, there is considerable heterogeneity in the time-varying persistence across different regions, particularly in areas that were historically less persistent, such as the capital-poor regions in the Midwest ...
Globalization Institute Working Papers , Paper 426

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