Publications
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Do Housing Vouchers Improve Academic Performance? Evidence from New York City
This paper examines whether—and to what extent—housing vouchers improve educational outcomes for students whose families receive them. Using data from New York City, the nation's largest school district, the authors match over 88,000 school‐age voucher recipients to longitudinal public school records. Results indicate that students in voucher households perform better in both English Language Arts and Mathematics in the years after they receive a voucher.
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Has Falling Crime Invited Gentrification?
Since the early 1990s, central city crime has fallen dramatically in the United States. This study explores the extent to which this trend may have contributed to gentrification. Using confidential census microdata, the authors show that reductions in central city violent crime are associated with increases in the probability that high-income and college-educated households move into central city neighborhoods, including low-income neighborhoods, instead of the suburbs. The authors then use neighborhood-level crime and home purchase data for five major U.S. cities and find that falling neighborhood crime is associated with increasing numbers and shares of high-income movers to low-income central city neighborhoods.
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Housing and Educational Opportunity: Characteristics of Local Schools Near Families with Federal Housing Assistance
This report focuses on access to neighborhood elementary schools, highlighting disparities between families living in subsidized housing and those who do not. It describes the characteristics of the local public elementary schools to which children living in subsidized housing have access, including their student demographics, teacher characteristics and relative proficiency rates. The report shows that that families receiving all four major types of federal housing assistance lived near lower performing and higher poverty schools than other poor families with children as well as other renters with children.
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Points for Place: Can State Governments Shape Siting Patterns of Low-Income Housing Tax Credit Developments?
There is considerable controversy about the allocation of Low-Income Housing Tax Credits (LIHTC). Some charge that credits are disproportionately allocated to developments in poor, minority neighborhoods without additional investments and thereby reinforcing patterns of poverty concentration and racial segregation. We examine whether Qualified Allocation Plans, which outline the selection criteria states use when awarding credits, can serve as an effective tool for directing credits to higher opportunity neighborhoods (or neighborhoods that offer a rich set of resources, such as high-performing schools and access to jobs) for states wishing to do so.
To answer this question, we study changes in the location criteria outlined in allocation plans for 20 different states across the country between 2002 and 2010, and observe the degree to which those modifications are associated with changes in the poverty rates and racial composition of the neighborhoods where developments awarded tax credits are located. We find evidence that changes to allocation plans that prioritize higher opportunity neighborhoods are associated with increases in the share of credits allocated to housing units in lower poverty neighborhoods and reductions in the share allocated to those in predominantly minority neighborhoods. This analysis provides the first source of empirical evidence that state allocation plans can shape LIHTC siting patterns.
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Gateway to Opportunity? Disparities in Neighborhood Conditions Among Low-Income Housing Tax Credit Residents
A key goal of housing assistance programs is to help lower income households reach neighborhoods of opportunity. Studies have described the degree to which Low-Income Housing Tax Credit (LIHTC) developments are located in high-opportunity neighborhoods, but our focus is on how neighborhood outcomes vary across different subsets of LIHTC residents. We also examine whether LIHTC households are better able to reach certain types of neighborhood opportunities. Specifically, we use new data on LIHTC tenants in 12 states along with eight measures of neighborhood opportunity. We find that compared with other rental units, LIHTC units are located in neighborhoods with higher poverty rates, weaker labor markets, more polluted environments, and lower performing schools, but better transit access. We also find that compared with other LIHTC tenants, poor and minority tenants live in neighborhoods that are significantly more disadvantaged.
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Why Don’t Housing Voucher Recipients Live Near Better Schools? Insights from Big Data
This paper by Ingrid Gould Ellen, Keren Mertens Horn, and Amy Ellen Schwartz, published in the Journal of Policy Analysis and Management, uses administrative data to explore why voucher households do not live near to better schools, as measured by school-level proficiency rates. It seeks to shed light on whether voucher households are more likely to move toward better schools when schools are most relevant, and how market conditions shape that response. The authors find that families with vouchers are more likely to move toward a better school in the year before their oldest child meets the eligibility cutoff for kindergarten. Further, the magnitude of the effect is larger in metropolitan areas with a relatively high share of affordable rental units located near high-performing schools and in neighborhoods in close proximity to higher-performing schools. Results suggest that, if given the appropriate information and opportunities, more voucher families would move to better schools when their children reach school age.
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Do Housing Choice Voucher Holders Live Near Good Schools?
The Housing Choice Voucher program was created, in part, to help low-income households reach a broader range of neighborhoods and schools. This study explores whether low-income households use the flexibility provided by vouchers to reach neighborhoods with high performing schools. "Do Housing Choice Voucher holders live near good schools?" was published in the Journal of Housing Economics in March 2014.
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Why Do Higher Income Households Move Into Low Income Neighborhoods? Pioneering or Thrift?
This paper offers several hypotheses about which US higher-income households choose to move into low-income neighbourhoods and why. It first explores whether the probability that a household moves into a relatively low-income neighbourhood (an RLIN move) varies with predicted household and metropolitan area characteristics. Secondly, it estimates a residential choice model to examine the housing and neighbourhood preferences of the households making such moves. Thirdly, it explores responses to survey questions about residential choices. Evidence is found that, in the US, households who place less value on neighbourhood services and those who face greater constraints on their choices are more likely to make an RLIN move. No evidence is found that households making RLIN moves are choosing neighbourhoods that are more accessible to employment. Rather, it is found that households making RLIN moves appear to place less weight on neighbourhood amenities than other households and more weight on housing costs.
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Do Federally Assisted Households Have Access to High Performing Schools?
This study describes the elementary schools closest to families receiving four different forms of housing assistance, and finds that families in Project-based Section 8 developments and Public Housing and recipients of Housing Choice Vouchers tend to live near schools with lower test scores than the schools near the typical poor household. Only families in Low Income Housing Tax Credit (LIHTC) housing have access to schools that are slightly better than the schools available to other poor families. The report also finds that, despite the flexibility provided by vouchers, families with Housing Choice Vouchers, on average, live near lower performing schools than families in Project-based Section 8 or LIHTC developments. The report provides results for the 100 largest metropolitan areas, which show that assisted households tend to live near relatively higher performing schools in metropolitan areas with certain characteristics, including smaller size and less racial segregation. The analysis relies on a variety of different large data sources that have been brought together for the first time, including a national file of subsidized housing tenants from the Department of Housing and Urban Development (HUD), HUD’s publicly available LIHTC dataset, and data from the U.S. Department of Education on proficiency rates in math and English and additional school characteristics. In addition to the report below, the complete findings may be found in Appendix A (state-by-state tables), Appendix B (metropolitan area tables), Appendix C (national distributions of family units by school performance), and Appendix D (top 100 MSAs – percentile rankings for each housing program).
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What Can We Learn about the Low Income Housing Tax Credit Program by Looking at the Tenants?
Using tenant-level data from fifteen states that represent more than thirty percent of all Low Income Housing Tax Credit (LIHTC) units, this paper examines tenant incomes, rental assistance and rent burdens to shed light on key questions about our largest federal supply-side affordable housing program. Specifically, what are the incomes of the tenants, and does this program reach those with extremely low incomes? What rent burdens are experienced, and is economic diversity within developments achieved? We find that more than forty percent of tenants have extremely low incomes, and the overwhelming majority of such tenants also receive some form of rental assistance. Rent burdens are generally higher than for HUD housing programs, but vary greatly by income level and are lowered by the sizable share of owners who charge below maximum rents. Finally, we find evidence of both economically diverse developments and those with concentrations of households with extremely low incomes.