House price prediction has traditionally been approached using linear or spatial linear hedonic models and focused on big cities. In this study, we developed a flexible spatiotemporal model (FSTM) to explore the spatiotemporal characteristics of the residential house price and the impact factors...

We estimate the long-run effects of the 1930s Home Owners Loan Corporation (HOLC) redlining maps by linking children in the full count 1940 Census to 1) the universe of IRS tax data in 1974 and 1979 and 2) the long form 2000 Census. We use two identification strategies to estimate the potential...

Over many decades, academics, policymakers and governments have been concerned with both the presence of inequalities and the impacts these can have on people when concentrated spatially in urban areas. This concern is especially related to the influence of spatial inequalities on individual...

I study the effects of neighborhoods on perceived inequality and preferences for redistribution. Using administrative data on the universe of dwellings and real estate transactions in Barcelona (Spain), I construct a novel measure of local inequality — the Local Neighborhood Gini (LNG). The...

The socioeconomic performance of today's workers depends not only on parental skills, but also on the average skills of the ethnic group in the parent's generation (or ethnic capital). This paper investigates the link between the ethnic externality and ethnic neighborhoods. The evidence...

We present a three-stage estimation procedure to recover willingness to pay for housing attributes. In the first stage, we estimate a non-parametric hedonic home price function. Second, we recover each consumer's taste parameters for product characteristics using first order conditions for...

This paper introduces an equilibrium framework for analyzing residential sorting, designed to take advantage of newly available restricted-access Census microdata. The framework adds an equilibrium concept to the discrete choice framework developed by McFadden (1973, 1978), permitting a more...

How do technological advancements in credit markets affect minority communities? We use the endorsement of FICO credit scores by the Government Sponsored Enterprises (GSEs) in mortgage underwriting to answer this question. The use of credit scores led to the sorting of prime and subprime lenders...

This paper provides the first causal evidence on the impact of retirement on housing choices. Our empirical strategy exploits the discontinuity in the eligibility ages for state pension as an instrument for the endogenous retirement decision and controls for time-invariant individual...

This paper seeks to disentangle the impactof residential segregation from that of employment discrimination in determining black employment share. The major finding is that distance of a workplace from the main ghetto is one of the strongest and most significant determinants of both changes over...

We examine household location choice for eight cities in Switzerland. In line with other studies for Europe and the U.S., empirical evidence for the income gradient is weak in standard regression specifications that control for household characteristics and amenities. We provide a possible...

This chapter examines the locational distribution of immigrant groups with an emphasis both on diversity among nationalities and types of migration, and on the unequal distribution of the foreign-born population in space. The roots of the locational patterns of immigrants arriving today are...

Black households in the United States with high levels of income and education (SES) typically face a stark tradeoff when deciding where to live. They can choose neighborhoods with high levels of public goods or a high proportion of blacks, but very few neighborhoods combine both, a fact we...

This paper evaluates the Zones of Choice (ZOC) program in Los Angeles, a school choice initiative that created small high school markets in some neighborhoods but left traditional attendance zone boundaries in place throughout the rest of the district. We study the impacts of the ZOC program on...

Home values have been found to be positively associated with park proximity and park quality. However, the affect of accessibility, defined as walkability around neighborhood parks, on home values is understudied. Using a hedonic model, this study investigates the association between park...

The rising concentration of low-income households and ethnic minorities has become an important policy issue in Germany. The Ruhr Area is particularly interesting, because it is one of the largest conurbations in Europe and experienced radical structural changes in the past, which are connected...

This paper provides the first causal evidence on the impact of retirement on housing choices. Our empirical strategy exploits the discontinuity in the eligibility ages for state pension as an instrument for the endogenous retirement decision and controls for time-invariant individual...

Using data from the US Postal Service and Zillow, we quantify the effect of Covid-19 on migration patterns and real estate markets within and across US cities. We find two key results. First, within large US cities, households, businesses, and real estate demand have moved from dense central...

Since 1970, the share of Black individuals living in suburbs of larger cities has risen from 16 to 36 percent. We present three facts illustrating how this suburbanization has changed spatial inequality. First, suburbanization entirely accounts for Black households' relative improvements in...

This paper documents effects of a homeownership subsidy's full repeal on the urban-rural residential location choice. First, I document the distribution of population across space for German labor market regions, using official NUTS-3 level population statistics. These labor market regions...

We estimate the impact of the Community Reinvestment Act (CRA) on small business lending in lower-income neighborhoods. Using 2004-2016 panel data on census tracts, we apply a combined regression discontinuity and fixed effect method. We find that the number of small business loans increases by...

Life expectancy varies substantially across local regions within a country, raising conjectures that place of residence affects health. However, population sorting and other confounders make it difficult to disentangle the effects of place on health from other geographic differences in life...

Life expectancy varies substantially across local regions within a country, raising conjectures that place of residence affects health. However, population sorting and other confounders make it difficult to disentangle the effects of place on health from other geographic differences in life...

Residential choice does not only depend on properties of the dwelling, neighborhood amenities and affordability, but is also affected by the population composition within a neighbourhood. All these attributes are capitalised in the house price. Empirically, it is not easy to disentangle the...

American metropolitan areas have experienced rising residential segregation by income since 1970. One potential explanation for this change is growing income inequality. However, measures of residential sorting are typically mechanically related to the income distribution, making it difficult to...

This paper provides new evidence on the external neighborhood benefits of homeownership among low-income populations. A natural experiment in Israel generated large changes in neighborhood homeownership rates while holding fixed the residents and housing stock, two primary sources of bias in...

This paper studies the effect of transportation networks on spatial inequalities and redistribution within metropolitan areas. To do so, I build and calibrate a spatial equilibrium model of a city that features non-homotheticities and worker heterogeneity, allowing to capture rich patterns of...

This paper provides details on the sampling design, field results and nonresponse, as well as population adjustments for the 2018 Sample O of the Socio-Economic Panel (SOEP). Sample O refreshes the SOEPCore sample by adding the residents of households in neighborhoods that receive government...

This thesis consists of three independent chapters which all revolve around the investment decisions of households on the housing market. Although the chapters vary in method and subject, they all emphasize the distributional consequences of a policy or business cycle uctuation.

We study how households choose neighborhoods, how neighborhoods affect child ability, and how housing vouchers influence neighborhood choices and child outcomes. We use two new panel data sets with tract-level detail for Los Angeles county to estimate a dynamic model of optimal tract-level...

We investigate whether elite Chicago public high schools can help close the achievement gap between high-achieving students from more and less affluent neighborhoods. Seats are allocated based on prior achievement with 70 percent reserved for high-achieving applicants from four neighborhood...

We analyze the extent to which endogenous cultural amenities affect the spatial equilibrium share of high-human-capital employees. To overcome endogeneity, we draw on a quasi-natural experiment in German history and exploit the exogenous spatial distribution of baroque opera houses built as a...