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Where to Build Affordable Housing? Evaluating the Tradeoffs of Location

Author

Listed:
  • Cody Cook
  • Pearl Z. Li
  • Ariel J. Binder
Abstract
How does the location of affordable housing affect tenant welfare, the distribution of assistance, and broader societal objectives such as racial integration? Using administrative data on tenants of units funded by the Low-Income Housing Tax Credit (LIHTC), we first show that characteristics such as race and proxies for need vary widely across neighborhoods. Despite fixed eligibility requirements, LIHTC developments in more opportunity-rich neighborhoods house tenants who are higher income, more educated, and far less likely to be Black. To quantify the welfare implications, we build a residential choice model in which households choose from both market-rate and affordable housing options, where the latter must be rationed. While building affordable housing in higher-opportunity neighborhoods costs more, it also increases household welfare and reduces city-wide segregation. The gains in household welfare, however, accrue to more moderate-need, non-Black/Hispanic households at the expense of other households. This change in the distribution of assistance is primarily due to a ‘crowding out’ effect: households that only apply for assistance in higher-opportunity neighborhoods crowd out those willing to apply regardless of location. Finally, other policy levers—such as lowering the income limits used for means-testing—have only limited effects relative to the choice of location.

Suggested Citation

  • Cody Cook & Pearl Z. Li & Ariel J. Binder, 2023. "Where to Build Affordable Housing? Evaluating the Tradeoffs of Location," Working Papers 23-62, Center for Economic Studies, U.S. Census Bureau.
  • Handle: RePEc:cen:wpaper:23-62
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    File URL: https://www2.census.gov/library/working-papers/2023/adrm/ces/CES-WP-23-62.pdf
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    References listed on IDEAS

    as
    1. Magne Mogstad & Joseph P Romano & Azeem M Shaikh & Daniel Wilhelm, 2024. "Inference for Ranks with Applications to Mobility across Neighbourhoods and Academic Achievement across Countries," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(1), pages 476-518.
    2. Reynaert, Mathias & Verboven, Frank, 2014. "Improving the performance of random coefficients demand models: The role of optimal instruments," Journal of Econometrics, Elsevier, vol. 179(1), pages 83-98.
    3. Rebecca Diamond & Tim McQuade, 2019. "Who Wants Affordable Housing in Their Backyard? An Equilibrium Analysis of Low-Income Property Development," Journal of Political Economy, University of Chicago Press, vol. 127(3), pages 1063-1117.
    4. Nick Arnosti & Peng Shi, 2020. "Design of Lotteries and Wait-Lists for Affordable Housing Allocation," Management Science, INFORMS, vol. 66(6), pages 2291-2307, June.
    5. Currie, Janet & Yelowitz, Aaron, 2000. "Are public housing projects good for kids?," Journal of Public Economics, Elsevier, vol. 75(1), pages 99-124, January.
    6. Santosh Anagol & Fernando V. Ferreira & Jonah M. Rexer, 2021. "Estimating the Economic Value of Zoning Reform," NBER Working Papers 29440, National Bureau of Economic Research, Inc.
    7. Waldfogel, Joel, 2003. "Preference Externalities: An Empirical Study of Who Benefits Whom in Differentiated-Product Markets," RAND Journal of Economics, The RAND Corporation, vol. 34(3), pages 557-568, Autumn.
    8. Phillips, David C., 2017. "Landlords avoid tenants who pay with vouchers," Economics Letters, Elsevier, vol. 151(C), pages 48-52.
    9. Deborah Wagner & Mary Lane, 2014. "The Person Identification Validation System (PVS): Applying the Center for Administrative Records Research and Applications’ (CARRA) Record Linkage Software," CARRA Working Papers 2014-01, Center for Economic Studies, U.S. Census Bureau.
    10. Peter Christensen & Christopher Timmins, 2021. "The Damages and Distortions from Discrimination in the Rental Housing Market," NBER Working Papers 29049, National Bureau of Economic Research, Inc.
    11. Patrick Bayer & Fernando Ferreira & Robert McMillan, 2007. "A Unified Framework for Measuring Preferences for Schools and Neighborhoods," Journal of Political Economy, University of Chicago Press, vol. 115(4), pages 588-638, August.
    12. Chamberlain, Gary, 1987. "Asymptotic efficiency in estimation with conditional moment restrictions," Journal of Econometrics, Elsevier, vol. 34(3), pages 305-334, March.
    13. Albert Saiz, 2010. "The Geographic Determinants of Housing Supply," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1253-1296.
    14. Vivi Alatas & Abhijit Banerjee & Rema Hanna & Benjamin A. Olken & Ririn Purnamasari & Matthew Wai-Poi, 2019. "Does Elite Capture Matter? Local Elites and Targeted Welfare Programs in Indonesia," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 334-339, May.
    15. Rebecca Diamond, 2016. "The Determinants and Welfare Implications of US Workers' Diverging Location Choices by Skill: 1980-2000," American Economic Review, American Economic Association, vol. 106(3), pages 479-524, March.
    16. Raj Chetty & Nathaniel Hendren & Maggie R Jones & Sonya R Porter, 2020. "Race and Economic Opportunity in the United States: an Intergenerational Perspective [“Intergenerational Mobility of Immigrants in the US Over Two Centuries,”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 711-783.
    17. Manasi Deshpande & Yue Li, 2019. "Who Is Screened Out? Application Costs and the Targeting of Disability Programs," American Economic Journal: Economic Policy, American Economic Association, vol. 11(4), pages 213-248, November.
    18. Lawrence F. Katz & Jeffrey R. Kling & Jeffrey B. Liebman, 2001. "Moving to Opportunity in Boston: Early Results of a Randomized Mobility Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 607-654.
    19. Panle Jia Barwick & Shanjun Li & Andrew R. Waxman & Jing Wu & Tianli Xia, 2021. "Efficiency and Equity Impacts of Urban Transportation Policies with Equilibrium Sorting," NBER Working Papers 29012, National Bureau of Economic Research, Inc.
    20. Ingrid Gould Ellen & Keren Mertens Horn & Yiwen Kuai, 2018. "Gateway to Opportunity? Disparities in Neighborhood Conditions Among Low-Income Housing Tax Credit Residents," Housing Policy Debate, Taylor & Francis Journals, vol. 28(4), pages 572-591, July.
    21. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    22. Philip Oreopoulos, 2003. "The Long-Run Consequences of Living in a Poor Neighborhood," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1533-1575.
    23. Chao Fu & Jesse Gregory, 2019. "Estimation of an Equilibrium Model With Externalities: Post‐Disaster Neighborhood Rebuilding," Econometrica, Econometric Society, vol. 87(2), pages 387-421, March.
    24. Vivi Alatas & Abhijit Banerjee & Rema Hanna & Benjamin A. Olken & Julia Tobias, 2012. "Targeting the Poor: Evidence from a Field Experiment in Indonesia," American Economic Review, American Economic Association, vol. 102(4), pages 1206-1240, June.
    25. Ellen, Ingrid G. & Horn, Keren M. & O'Regan, Katherine M., 2016. "Poverty concentration and the Low Income Housing Tax Credit: Effects of siting and tenant composition," Journal of Housing Economics, Elsevier, vol. 34(C), pages 49-59.
    26. Milena Almagro & Eric Chyn & Bryan A. Stuart, 2023. "Urban Renewal and Inequality: Evidence from Chicago's Public Housing Demolitions," NBER Working Papers 30838, National Bureau of Economic Research, Inc.
    27. Nathaniel Baum-Snow, 2007. "Did Highways Cause Suburbanization?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 775-805.
    28. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    29. Benjamin A. Olken, 2007. "Monitoring Corruption: Evidence from a Field Experiment in Indonesia," Journal of Political Economy, University of Chicago Press, vol. 115(2), pages 200-249.
    30. Nichols, Albert L & Zeckhauser, Richard J, 1982. "Targeting Transfers through Restrictions on Recipients," American Economic Review, American Economic Association, vol. 72(2), pages 372-377, May.
    31. Sean F. Reardon & Kendra Bischoff & Ann Owens & Joseph B. Townsend, 2018. "Has Income Segregation Really Increased? Bias and Bias Correction in Sample-Based Segregation Estimates," Demography, Springer;Population Association of America (PAA), vol. 55(6), pages 2129-2160, December.
    32. Raj Chetty & Nathaniel Hendren & Lawrence F. Katz, 2016. "The Effects of Exposure to Better Neighborhoods on Children: New Evidence from the Moving to Opportunity Experiment," American Economic Review, American Economic Association, vol. 106(4), pages 855-902, April.
    33. Sebastian Galiani & Alvin Murphy & Juan Pantano, 2015. "Estimating Neighborhood Choice Models: Lessons from a Housing Assistance Experiment," American Economic Review, American Economic Association, vol. 105(11), pages 3385-3415, November.
    34. Joseph Gyourko & Albert Saiz & Anita Summers, 2008. "A New Measure of the Local Regulatory Environment for Housing Markets: The Wharton Residential Land Use Regulatory Index," Urban Studies, Urban Studies Journal Limited, vol. 45(3), pages 693-729, March.
    35. Basurto, Maria Pia & Dupas, Pascaline & Robinson, Jonathan, 2020. "Decentralization and efficiency of subsidy targeting: Evidence from chiefs in rural Malawi," Journal of Public Economics, Elsevier, vol. 185(C).
    36. Sinai, Todd & Waldfogel, Joel, 2005. "Do low-income housing subsidies increase the occupied housing stock?," Journal of Public Economics, Elsevier, vol. 89(11-12), pages 2137-2164, December.
    37. Eriksen, Michael D. & Rosenthal, Stuart S., 2010. "Crowd out effects of place-based subsidized rental housing: New evidence from the LIHTC program," Journal of Public Economics, Elsevier, vol. 94(11-12), pages 953-966, December.
    38. Robert Collinson & Peter Ganong, 2018. "How Do Changes in Housing Voucher Design Affect Rent and Neighborhood Quality?," American Economic Journal: Economic Policy, American Economic Association, vol. 10(2), pages 62-89, May.
    39. Timothy J. Bartik, 1991. "Who Benefits from State and Local Economic Development Policies?," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number wbsle, November.
    40. Oliver Hart & Andrei Shleifer & Robert W. Vishny, 1997. "The Proper Scope of Government: Theory and an Application to Prisons," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1127-1161.
    41. Patrick Bayer & Robert McMillan & Alvin Murphy & Christopher Timmins, 2016. "A Dynamic Model of Demand for Houses and Neighborhoods," Econometrica, Econometric Society, vol. 84, pages 893-942, May.
    42. Isaiah Andrews & Nano Barahona & Matthew Gentzkow & Ashesh Rambachan & Jesse M. Shapiro, 2023. "Causal Interpretation of Structural IV Estimands," NBER Working Papers 31799, National Bureau of Economic Research, Inc.
    43. Ahmed, Ali M. & Hammarstedt, Mats, 2008. "Discrimination in the rental housing market: A field experiment on the Internet," Journal of Urban Economics, Elsevier, vol. 64(2), pages 362-372, September.
    44. Matthew Freedman & Tamara McGavock, 2015. "Low‐Income Housing Development, Poverty Concentration, and Neighborhood Inequality," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 34(4), pages 805-834, September.
    45. Morris A. Davis & Jess Gregory & Daniel Hartley, 2023. "Preferences over the Racial Composition of Neighborhoods: Estimates and Implications," Working Paper Series WP 2023-23, Federal Reserve Bank of Chicago.
    46. Michael Ewens & Bryan Tomlin & Liang Choon Wang, 2014. "Statistical Discrimination or Prejudice? A Large Sample Field Experiment," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 119-134, March.
    47. Ingrid Gould Ellen & Keren Mertens Horn, 2018. "Points for Place: Can State Governments Shape Siting Patterns of Low-Income Housing Tax Credit Developments?," Housing Policy Debate, Taylor & Francis Journals, vol. 28(5), pages 727-745, September.
    48. Jacob D. Leshno, 2022. "Dynamic Matching in Overloaded Waiting Lists," American Economic Review, American Economic Association, vol. 112(12), pages 3876-3910, December.
    49. Patrick Bayer & Marcus D. Casey & W. Ben McCartney & John Orellana-Li & Calvin S. Zhang, 2022. "Distinguishing Causes of Neighborhood Racial Change: A Nearest Neighbor Design," NBER Working Papers 30487, National Bureau of Economic Research, Inc.
    50. Besley, Timothy & Coate, Stephen, 1991. "Public Provision of Private Goods and the Redistribution of Income," American Economic Review, American Economic Association, vol. 81(4), pages 979-984, September.
    51. Vivi Alatas & Abhijit Banerjee & Rema Hanna & Benjamin A. Olken & Ririn Purnamasari & Matthew Wai-Poi, 2016. "Self-Targeting: Evidence from a Field Experiment in Indonesia," Journal of Political Economy, University of Chicago Press, vol. 124(2), pages 371-427.
    52. Ellora Derenoncourt, 2022. "Can You Move to Opportunity? Evidence from the Great Migration," American Economic Review, American Economic Association, vol. 112(2), pages 369-408, February.
    53. Adam Bee & Joshua Mitchell & Nikolas Mittag & Jonathan Rothbaum & Carl Sanders & Lawrence Schmidt & Matthew Unrath, 2023. "National Experimental Wellbeing Statistics - Version 1," Working Papers 23-04, Center for Economic Studies, U.S. Census Bureau.
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