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Working Paper
Second Home Buyers and the Housing Boom and Bust
Garcia, Daniel I. (2019-05-03)
Record-high second home buying (homeowners acquiring nonprimary residences) was a central feature of the 2000s boom, but the macroeconomic effects remain an open question partly because reliable geographic data is currently unavailable. This paper constructs local data on second home buying by merging credit bureau data with mortgage servicing records. The identification strategy exploits the fact that the vacation share of housing from the 2000 Census is predictive of second home origination shares during the boom years, while also uncorrelated with other boom-bust drivers including proxies ...
Finance and Economics Discussion Series , Paper 2019-029

Working Paper
Preferences over the Racial Composition of Neighborhoods: Estimates and Implications
Davis, Morris A.; Hartley, Daniel; Gregory, Jess (2023-06-29)
We estimate the parameters of a dynamic, forward-looking neighborhood choice model in 197 metro areas where households have preferences over the racial composition of neighborhoods. Our inclusion of multiple metro areas in the estimation sample enables us to develop a new, shift-share IV strategy to estimate the impact of the racial composition of neighborhoods on location choice that relies only on across-metro comparisons of similarly situated neighborhoods. For the “shift,” we use national data to determine the probabilities different types of households live in different neighborhoods ...
Working Paper Series , Paper WP 2023-23

Working Paper
Student Loans and Homeownership
Sommer, Kamila; Ringo, Daniel R.; Sherlund, Shane M.; Mezza, Alvaro (2016-02-12)
We estimate the effect of student loan debt on subsequent homeownership in a uniquely constructed administrative dataset for a nationally representative cohort. We instrument for the amount of individual student debt using changes to the in-state tuition rate at public 4-year colleges in the student's home state. A $1,000 increase in student loan debt lowers the homeownership rate by about 1.5 percentage points for public 4-year college-goers during their mid 20s, equivalent to an average delay of 2.5 months in attaining homeownership. Validity tests suggest that the results are not ...
Finance and Economics Discussion Series , Paper 2016-10

Working Paper
The Effects of the 1930s HOLC \"Redlining\" Maps
Mazumder, Bhashkar; Hartley, Daniel; Aaronson, Daniel (2017-09-17)
In the wake of the Great Depression, the Federal government created new institutions such as the Home Owners' Loan Corporation (HOLC) to stabilize housing markets. As part of that effort, the HOLC created residential security maps for over 200 cities to grade the riskiness of lending to neighborhoods. We trace out the effects of these maps over the course of the 20th and into the early 21st century by linking geocoded HOLC maps to both Census and modern credit bureau data. Our analysis looks at the difference in outcomes between residents living on a lower graded side versus a higher graded ...
Working Paper Series , Paper WP-2017-12

Working Paper
Cross-sectional patterns of mortgage debt during the housing boom: evidence and implications
Willen, Paul S.; Loewenstein, Lara; Foote, Christopher L. (2016-11-17)
The reallocation of mortgage debt to low-income or marginally qualified borrowers plays a central role in many explanations of the early 2000s housing boom. We show that such a reallocation never occurred, as the distribution of mortgage debt with respect to income changed little even as the aggregate stock of debt grew rapidly. Moreover, because mortgage debt varies positively with income in the cross section, equal percentage increases in debt among high- and low-income borrowers meant that wealthy borrowers accounted for most new debt in dollar terms. Previous research stressing the ...
Working Papers , Paper 16-12

Working Paper
Interactions between job search and housing decisions: a structural estimation
Rendon, Sílvio; Quella-Isla, Núria (2015-07-21)
In this paper, we investigate to what extent shocks in housing and financial markets account for wage and employment variations in a frictional labor market. To explain these interactions, we use a model of job search with accumulation of wealth as liquid funds and residential real estate, in which house prices are randomly persistent. First, we show that reservation wages and unemployment are increasing in total wealth. And, second, we show that reservation wages and unemployment are also responsive to the composition of wealth. Specifically, when house prices are expected to rise, holding a ...
Working Papers , Paper 15-27

Working Paper
Beliefs, Aggregate Risk, and the U.S. Housing Boom
Jacobson, Margaret M. (2022-09-23)
Endogenously optimistic beliefs about future house prices can account for the path and standard deviation of house prices in the U.S. housing boom of the 2000s. In a general equilibrium model with incomplete markets and aggregate risk, agents form beliefs about future house prices in response to shocks to fundamentals. In an income expansion with looser credit conditions, agents are more likely to underpredict house prices and revise up their beliefs. Matching the standard deviation and steady rise in house prices results in homeownership becoming less affordable later in the boom as well as ...
Finance and Economics Discussion Series , Paper 2022-061

Working Paper
Nominal rigidities in debt and product markets
Garriga, Carlos; Kydland, Finn E.; Šustek, Roman (2016-08-23)
Standard models used for monetary policy analysis rely on sticky prices. Recently, the literature started to explore also nominal debt contracts. Focusing on mortgages, this paper compares the two channels of transmission within a common framework. The sticky price channel is dominant when shocks to the policy interest rate are temporary, the mortgage channel is important when the shocks are persistent. The first channel has significant aggregate effects but small redistributive effects. The opposite holds for the second channel. Using yield curve data decomposed into temporary and persistent ...
Working Papers , Paper 2016-17

Working Paper
Do increases in subsidized housing reduce the incidence of homelessness?: evidence from the low-income housing tax credit
Kawano, Laura; Jackson, Osborne (2015-05-01)
The provision of affordable housing for low-income families is often cited by policymakers and advocacy groups as a necessity for ending homelessness. The U.S. government spends a considerable amount on housing programs for the nation's poor, and the use of federal housing programs to mitigate homelessness has attracted increasing interest following the recent financial downturn and housing market crisis. While important for housing policy, however, the question of whether subsidized housing is effective for combating homelessness remains unresolved. In this paper, the authors examine the ...
Working Papers , Paper 15-11

Working Paper
Understanding house price index revisions
Elul, Ronel; Silverstein, Joseph M.; Stark, Tom (2014-12-22)
Residential house price indexes (HPI) are used for a large variety of macroeconomic and microeconomic research and policy purposes, as well as for automated valuation models. As is well known, these indexes are subject to substantial revisions in the months following the initial release, both because transaction data can be slow to come in, and as a consequence of the repeat sales methodology, which interpolates the effect of sales over the entire period since the house last changed hands. We study the properties of the revisions to the CoreLogic House Price Index. This index is used both by ...
Working Papers , Paper 14-38

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