IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp16113.html
   My bibliography  Save this paper

Unpacking Neighborhood Effects: Experimental Evidence from a Large-Scale Housing Program in Brazil

Author

Listed:
  • Belchior, Carlos Alberto

    (University of Zurich)

  • Gonzaga, Gustavo

    (Pontifical Catholic University of Rio de Janeiro (PUC-Rio))

  • Ulyssea, Gabriel

    (University College London)

Abstract

This paper investigates the impacts of neighborhoods on the economic outcomes of adults. We exploit one of the world's largest housing lottery programs and administrative data linking lottery registration, formal employment, and access to social programs in Brazil. Receiving a house has positive impacts on housing quality and reduces household expenditures but has negative effects on beneficiaries' neighborhood characteristics. On average, the program has a negative impact on the probability of being formally employed but no effect on the quality of jobs. Poorer individuals, however, experience better formal employment outcomes and lower welfare dependency. We find no differential impacts by distance to beneficiaries' previous homes or jobs. Leveraging a double-randomization design to allocate houses, we show that there are significant differences in effects across neighborhoods and we propose a framework to estimate the relative importance of potential underlying mechanisms. Network quality, amenities and crime play a very limited role, while labor market access explains 82-93% of the observed differences in neighborhood effects.

Suggested Citation

  • Belchior, Carlos Alberto & Gonzaga, Gustavo & Ulyssea, Gabriel, 2023. "Unpacking Neighborhood Effects: Experimental Evidence from a Large-Scale Housing Program in Brazil," IZA Discussion Papers 16113, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp16113
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp16113.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility I: Childhood Exposure Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1107-1162.
    2. Moretti, Enrico, 2011. "Local Labor Markets," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 14, pages 1237-1313, Elsevier.
    3. Eric Chyn & Lawrence F. Katz, 2021. "Neighborhoods Matter: Assessing the Evidence for Place Effects," Journal of Economic Perspectives, American Economic Association, vol. 35(4), pages 197-222, Fall.
    4. Jeffrey R Kling & Jeffrey B Liebman & Lawrence F Katz, 2007. "Experimental Analysis of Neighborhood Effects," Econometrica, Econometric Society, vol. 75(1), pages 83-119, January.
    5. Picard, Pierre M. & Zenou, Yves, 2018. "Urban spatial structure, employment and social ties," Journal of Urban Economics, Elsevier, vol. 104(C), pages 77-93.
    6. David J. Harding & Lisa Sanbonmatsu & Greg J. Duncan & Lisa A. Gennetian & Lawrence F. Katz & Ronald C. Kessler & Jeffrey R. Kling & Matthew Sciandra & Jens Ludwig, 2023. "Evaluating Contradictory Experimental and Nonexperimental Estimates of Neighborhood Effects on Economic Outcomes for Adults," Housing Policy Debate, Taylor & Francis Journals, vol. 33(2), pages 453-486, March.
    7. Susan Cpublicet-Lundquist & Greg J. Duncan & Kathryn Edin & Jeffrey R. Kling & Kristin Turney, 2006. "Neighborhood Effects on Barriers to Employment: Results From a Randomized Housing Mobility Experiment in Baltimore," Working Papers 890, Princeton University, Department of Economics, Industrial Relations Section..
    8. Rafael Dix-Carneiro & Rodrigo R. Soares & Gabriel Ulyssea, 2018. "Economic Shocks and Crime: Evidence from the Brazilian Trade Liberalization," American Economic Journal: Applied Economics, American Economic Association, vol. 10(4), pages 158-195, October.
    9. Chien-Chieh Huang & Derek Laing & Ping Wang, 2004. "Crime And Poverty: A Search-Theoretic Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(3), pages 909-938, August.
    10. Topa, Giorgio & Zenou, Yves, 2015. "Neighborhood and Network Effects," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 561-624, Elsevier.
    11. Acharya, Avidit & Blackwell, Matthew & Sen, Maya, 2016. "Explaining Causal Findings Without Bias: Detecting and Assessing Direct Effects," American Political Science Review, Cambridge University Press, vol. 110(3), pages 512-529, August.
    12. Atsushi Inoue & Gary Solon, 2010. "Two-Sample Instrumental Variables Estimators," The Review of Economics and Statistics, MIT Press, vol. 92(3), pages 557-561, August.
    13. Grogger, Jeff, 1998. "Market Wages and Youth Crime," Journal of Labor Economics, University of Chicago Press, vol. 16(4), pages 756-791, October.
    14. McKenzie, David, 2012. "Beyond baseline and follow-up: The case for more T in experiments," Journal of Development Economics, Elsevier, vol. 99(2), pages 210-221.
    15. Sharon Barnhardt & Erica Field & Rohini Pande, 2017. "Moving to Opportunity or Isolation? Network Effects of a Randomized Housing Lottery in Urban India," American Economic Journal: Applied Economics, American Economic Association, vol. 9(1), pages 1-32, January.
    16. Brian A. Jacob & Jens Ludwig, 2012. "The Effects of Housing Assistance on Labor Supply: Evidence from a Voucher Lottery," American Economic Review, American Economic Association, vol. 102(1), pages 272-304, February.
    17. repec:pri:indrel:dsp01cr56n0997 is not listed on IDEAS
    18. Roback, Jennifer, 1988. "Wages, Rents, and Amenities: Differences among Workers and Regions," Economic Inquiry, Western Economic Association International, vol. 26(1), pages 23-41, January.
    19. Pacini, David & Windmeijer, Frank, 2016. "Robust inference for the Two-Sample 2SLS estimator," Economics Letters, Elsevier, vol. 146(C), pages 50-54.
    20. Jeff Grogger, 1997. "Local Violence, Educational Attainment, and Teacher Pay," NBER Working Papers 6003, National Bureau of Economic Research, Inc.
    21. Douglas J. Krupka & Kwame N. Donaldson, 2013. "Wages, Rents, And Heterogeneous Moving Costs," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 844-864, January.
    22. Jeffrey Grogger, 1997. "Local Violence and Educational Attainment," Journal of Human Resources, University of Wisconsin Press, vol. 32(4), pages 659-682.
    23. Eric Chyn, 2018. "Moved to Opportunity: The Long-Run Effects of Public Housing Demolition on Children," American Economic Review, American Economic Association, vol. 108(10), pages 3028-3056, October.
    24. 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.
    25. Joshua Angrist & Ivan Fernandez-Val, 2010. "ExtrapoLATE-ing: External Validity and Overidentification in the LATE Framework," NBER Working Papers 16566, National Bureau of Economic Research, Inc.
    26. John F. Kain, 1968. "Housing Segregation, Negro Employment, and Metropolitan Decentralization," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 82(2), pages 175-197.
    27. Matthew Freedman & Emily Owens & Sarah Bohn, 2018. "Immigration, Employment Opportunities, and Criminal Behavior," American Economic Journal: Economic Policy, American Economic Association, vol. 10(2), pages 117-151, May.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ning Jia & Raven Molloy & Christopher Smith & Abigail Wozniak, 2023. "The Economics of Internal Migration: Advances and Policy Questions," Journal of Economic Literature, American Economic Association, vol. 61(1), pages 144-180, March.
    2. Adriana Camacho-González & Jorge Enrique Caputo-Leyva & Fabio Sánchez-Torres, 2022. "A new beginning: The effect of the free housing program on the quality of life of beneficiary households," Documentos CEDE 20303, Universidad de los Andes, Facultad de Economía, CEDE.
    3. Morris A. Davis & Jesse Gregory & Daniel A. Hartley & Kegon T. K. Tan, 2021. "Neighborhood effects and housing vouchers," Quantitative Economics, Econometric Society, vol. 12(4), pages 1307-1346, November.
    4. David J. Harding & Lisa Sanbonmatsu & Greg J. Duncan & Lisa A. Gennetian & Lawrence F. Katz & Ronald C. Kessler & Jeffrey R. Kling & Matthew Sciandra & Jens Ludwig, 2023. "Evaluating Contradictory Experimental and Nonexperimental Estimates of Neighborhood Effects on Economic Outcomes for Adults," Housing Policy Debate, Taylor & Francis Journals, vol. 33(2), pages 453-486, March.
    5. Picarelli, Nathalie, 2019. "There Is No Free House," Journal of Urban Economics, Elsevier, vol. 111(C), pages 35-52.
    6. Michael Bailey & Drew Johnston & Martin Koenen & Theresa Kuchler & Dominic Russel & Johannes Stroebel, 2022. "The Social Integration of International Migrants: Evidence from the Networks of Syrians in Germany," CESifo Working Paper Series 9680, CESifo.
    7. Zhang, Li & Xie, Lunyu & Zheng, Xinye, 2023. "Across a few prohibitive miles: The impact of the Anti-Poverty Relocation Program in China," Journal of Development Economics, Elsevier, vol. 160(C).
    8. John A. List & Fatemeh Momeni & Yves Zenou, 2020. "The Social Side of Early Human Capital Formation: Using a Field Experiment to Estimate the Causal Impact of Neighborhoods," Working Papers 2020-187, Becker Friedman Institute for Research In Economics.
    9. Cavit Baran & Eric Chyn & Bryan A. Stuart, 2024. "The Great Migration and Educational Opportunity," American Economic Journal: Applied Economics, American Economic Association, vol. 16(3), pages 354-398, July.
    10. Miren Lafourcade & Florian Mayneris, 2017. "En Finir avec les ghettos urbains ?," PSE-Ecole d'économie de Paris (Postprint) halshs-01884340, HAL.
    11. Kiessling, Lukas, 2021. "How do parents perceive the returns to parenting styles and neighborhoods?," European Economic Review, Elsevier, vol. 139(C).
    12. Qiu, Huanguang & Hong, Junqiao & Wang, Xiangrui & Filipski, Mateusz, 2024. "Home sweet home: Impacts of living conditions on worker migration with evidence from randomized resettlement in China," Journal of Economic Behavior & Organization, Elsevier, vol. 220(C), pages 558-583.
    13. Andre Luis Squarize Chagas & Guilherme Malvezzi Rocha, 2019. "Housing program and social conditions impact: Evidences from Minha Casa Minha Vida program lotteries in Brazil," Working Papers, Department of Economics 2019_40, University of São Paulo (FEA-USP), revised 05 Nov 2019.
    14. Fredrik Andersson & John C. Haltiwanger & Mark J. Kutzbach & Giordano Palloni & Henry O. Pollakowski & Daniel H. Weinberg, 2013. "Childhood Housing and Adult Earnings: A Between-Siblings Analysis of Housing Vouchers and Public Housing," Working Papers 13-48, Center for Economic Studies, U.S. Census Bureau.
    15. William N. Evans & David C. Phillips & Krista Ruffini, 2021. "Policies To Reduce And Prevent Homelessness: What We Know And Gaps In The Research," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(3), pages 914-963, June.
    16. Panza, Laura, 2020. "The impact of ethnic segregation on schooling outcomes in Mandate Palestine," Journal of Development Economics, Elsevier, vol. 146(C).
    17. Armentano, Vincent & McIntosh, Craig & Monestier, Felipe & Piñeiro-Rodríguez, Rafael & Rosenblatt, Fernando & Tuñón, Guadalupe, 2024. "Movin’ on up? The impacts of a large-scale housing lottery in Uruguay," Journal of Public Economics, Elsevier, vol. 235(C).
    18. Eric Chyn & Lawrence F. Katz, 2021. "Neighborhoods Matter: Assessing the Evidence for Place Effects," Journal of Economic Perspectives, American Economic Association, vol. 35(4), pages 197-222, Fall.
    19. Daniel Aaronson & Daniel Hartley & Bhashkar Mazumder & Martha Stinson, 2023. "The Long-Run Effects of the 1930s Redlining Maps on Children," Journal of Economic Literature, American Economic Association, vol. 61(3), pages 846-862, September.
    20. Chapelle, Guillaume & Domènech Arumí, Gerard & Gobbi, Paula Eugenia, 2023. "Housing, Neighborhoods and Inequality," CEPR Discussion Papers 17969, C.E.P.R. Discussion Papers.

    More about this item

    Keywords

    neighborhood effects; housing programs; labor markets;
    All these keywords.

    JEL classification:

    • H75 - Public Economics - - State and Local Government; Intergovernmental Relations - - - State and Local Government: Health, Education, and Welfare
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
    • R38 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Government Policy

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:iza:izadps:dp16113. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.