IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/18069.html
   My bibliography  Save this paper

Estimating Racial Price Differentials in the Housing Market

Author

Listed:
  • Patrick Bayer
  • Marcus D. Casey
  • Fernando Ferreira
  • Robert McMillan

Abstract

This paper uses unique panel data covering over two million repeat-sales housing transactions from four metropolitan areas to test for the presence of racial price differentials in the housing market. Drawing on the strengths of these data, our research design controls carefully for unobserved differences in the quality of neighborhoods and the homes purchased by buyers of each race. We find that black and Hispanic homebuyers pay premiums of about three percent on average across the four cities, differences that are not explained by variation in buyer income, wealth or access to credit. Further, the estimated premiums do not vary significantly with the racial composition of the neighborhood; nor, strikingly, do they vary with the race of the seller. This latter finding suggests that racial prejudice on the part of sellers is not the primary explanation for the robust premiums we uncover. The results have implications for the evolution of racial differences in wealth and home ownership and the persistence of residential segregation.

Suggested Citation

  • Patrick Bayer & Marcus D. Casey & Fernando Ferreira & Robert McMillan, 2012. "Estimating Racial Price Differentials in the Housing Market," NBER Working Papers 18069, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:18069
    Note: PE
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w18069.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Kerwin Kofi Charles & Jonathan Guryan, 2011. "Studying Discrimination: Fundamental Challenges and Recent Progress," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 479-511, September.
    2. John Yinger, 1998. "Evidence on Discrimination in Consumer Markets," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 23-40, Spring.
    3. Kerwin Kofi Charles & Erik Hurst, 2002. "The Transition To Home Ownership And The Black-White Wealth Gap," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 281-297, May.
    4. 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.
    5. Munnell, Alicia H. & Geoffrey M. B. Tootell & Lynn E. Browne & James McEneaney, 1996. "Mortgage Lending in Boston: Interpreting HMDA Data," American Economic Review, American Economic Association, vol. 86(1), pages 25-53, March.
    6. John F. Kain & John M. Quigley, 1975. "Housing Markets and Racial Discrimination: A Microeconomic Analysis," NBER Books, National Bureau of Economic Research, Inc, number kain75-1.
    7. Myers, Caitlin Knowles, 2004. "Discrimination and neighborhood effects: understanding racial differentials in US housing prices," Journal of Urban Economics, Elsevier, vol. 56(2), pages 279-302, September.
    8. Chambers, Daniel N., 1992. "The racial housing price differential and racially transitional neighborhoods," Journal of Urban Economics, Elsevier, vol. 32(2), pages 214-232, September.
    9. Kiel, Katherine A. & Zabel, Jeffrey E., 1996. "House Price Differentials in U.S. Cities: Household and Neighborhood Racial Effects," Journal of Housing Economics, Elsevier, vol. 5(2), pages 143-165, June.
    10. Thomas Cornelissen, 2008. "The Stata command felsdvreg to fit a linear model with two high-dimensional fixed effects," Stata Journal, StataCorp LP, vol. 8(2), pages 170-189, June.
    11. Shamena Anwar & Hanming Fang, 2006. "An Alternative Test of Racial Prejudice in Motor Vehicle Searches: Theory and Evidence," American Economic Review, American Economic Association, vol. 96(1), pages 127-151, March.
    12. John Yinger, 1978. "The Black-White Price Differential in Housing: Some Further Evidence," Land Economics, University of Wisconsin Press, vol. 54(2), pages 187-206.
    13. Ihlanfeldt, Keith & Mayock, Tom, 2009. "Price discrimination in the housing market," Journal of Urban Economics, Elsevier, vol. 66(2), pages 125-140, September.
    14. James R. Follain JR & Stephen Malpezzi, 1981. "Another Look at Racial Differences in Housing Prices," Urban Studies, Urban Studies Journal Limited, vol. 18(2), pages 195-203, June.
    15. Hanson, Andrew & Hawley, Zackary, 2011. "Do landlords discriminate in the rental housing market? Evidence from an internet field experiment in US cities," Journal of Urban Economics, Elsevier, vol. 70(2), pages 99-114.
    16. Jan Ondrich & Stephen Ross & John Yinger, 2003. "Now You See It, Now You Don't: Why Do Real Estate Agents Withhold Available Houses from Black Customers?," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 854-873, November.
    17. King, A Thomas & Mieszkowski, Peter, 1973. "Racial Discrimination, Segregation, and the Price of Housing," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 590-606, May-June.
    18. Goldberg, Pinelopi Koujianou, 1996. "Dealer Price Discrimination in New Car Purchases: Evidence from the Consumer Expenditure Survey," Journal of Political Economy, University of Chicago Press, vol. 104(3), pages 622-654, June.
    19. Kenneth J. Arrow, 1998. "What Has Economics to Say about Racial Discrimination?," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 91-100, Spring.
    20. Yinger, John, 1986. "Measuring Racial Discrimination with Fair Housing Audits: Caught in the Act," American Economic Review, American Economic Association, vol. 76(5), pages 881-893, December.
    21. John F. Kain & John M. Quigley, 1975. "Introduction to "Housing Markets and Racial Discrimination: A Microeconomic Analysis"," NBER Chapters, in: Housing Markets and Racial Discrimination: A Microeconomic Analysis, pages 1-8, National Bureau of Economic Research, Inc.
    22. Close Billy R & Mason Patrick Leon, 2007. "Searching for Efficient Enforcement: Officer Characteristics and Racially Biased Policing," Review of Law & Economics, De Gruyter, vol. 3(2), pages 263-321, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Morgane Laouenan & Roland Rathelot, 2017. "Ethnic Discrimination on an Online Marketplace of Vacation Rental," Working Papers hal-01514713, HAL.
    2. Benjamin Marx & Thomas M. Stoker & Tavneet Suri, 2019. "There Is No Free House: Ethnic Patronage in a Kenyan Slum," American Economic Journal: Applied Economics, American Economic Association, vol. 11(4), pages 36-70, October.
    3. Paul Goldsmith-Pinkham & Kelly Shue, 2020. "The Gender Gap in Housing Returns," NBER Working Papers 26914, National Bureau of Economic Research, Inc.
    4. Kwan Ok Lee, 2014. "Why Do Renters Stay In Or Leave Certain Neighborhoods? The Role Of Neighborhood Characteristics, Housing Tenure Transitions, And Race," Journal of Regional Science, Wiley Blackwell, vol. 54(5), pages 755-787, November.
    5. Nikoloz Kudashvili, 2018. "Sources of Statistical Discrimination: Experimental Evidence from Georgia," CERGE-EI Working Papers wp612, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    6. Adam Nowak & Patrick Smith, 2017. "Agent Intermediation and Racial Price Differentials," Working Papers 17-21, Department of Economics, West Virginia University.
    7. Lee, Yong Suk & Sasaki, Yuya, 2018. "Information technology in the property market," Information Economics and Policy, Elsevier, vol. 44(C), pages 1-7.
    8. Kakar, Venoo & Voelz, Joel & Wu, Julia & Franco, Julisa, 2018. "The Visible Host: Does race guide Airbnb rental rates in San Francisco?," Journal of Housing Economics, Elsevier, vol. 40(C), pages 25-40.
    9. Kakar, Venoo & Franco, Julisa & Voelz, Joel & Wu, Julia, 2016. "Effects of Host Race Information on Airbnb Listing Prices in San Francisco," MPRA Paper 69974, University Library of Munich, Germany.

    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. Bayer, Patrick & Casey, Marcus & Ferreira, Fernando & McMillan, Robert, 2017. "Racial and ethnic price differentials in the housing market," Journal of Urban Economics, Elsevier, vol. 102(C), pages 91-105.
    2. Stephen L. Ross, 2005. "The Continuing Practice and Impact of Discrimination," Working papers 2005-19, University of Connecticut, Department of Economics, revised Jul 2006.
    3. Stephen L. Ross, 2003. "What Is Known about Testing for Discrimination: Lessons Learned by Comparing across Different Markets," Working papers 2003-21, University of Connecticut, Department of Economics, revised Nov 2003.
    4. Stephen L. Ross, 2008. "Understanding Racial Segregation: What is known about the Effect of Housing Discrimination," Working papers 2008-15, University of Connecticut, Department of Economics, revised Nov 2008.
    5. Diagne, Adji Fatou & Kurban, Haydar & Schmutz, Benoit, 2018. "Are inclusionary housing programs color-blind? The case of Montgomery County MPDU program," Journal of Housing Economics, Elsevier, vol. 40(C), pages 6-24.
    6. Natalya Bikmetova & Geoffrey K. Turnbull & Velma Zahirovic‐Herbert, 2023. "Ethnicity in housing markets: Buyers, sellers and agents," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(1), pages 196-232, January.
    7. Caitlin Knowles Myers & Marcus Bellows & Hiba Fakhoury & Douglas Hale & Alexander Hall & Kaitlin Ofman, 2010. "Ladies first? A field study of discrimination in coffee shops," Applied Economics, Taylor & Francis Journals, vol. 42(14), pages 1761-1769.
    8. Ihlanfeldt, Keith & Mayock, Tom, 2009. "Price discrimination in the housing market," Journal of Urban Economics, Elsevier, vol. 66(2), pages 125-140, September.
    9. Bayer, Patrick & McMillan, Robert & Rueben, Kim S., 2004. "What drives racial segregation? New evidence using Census microdata," Journal of Urban Economics, Elsevier, vol. 56(3), pages 514-535, November.
    10. Sylvain Chareyron & Samuel Gorohouna & Yannick L'Horty & Pascale Petit & Catherine Ris, 2019. "Seeking for tipping point in the housing market : evidence from a field experiment," Working Papers hal-02334132, HAL.
    11. Auspurg, Katrin & Hinz, Thomas & Schmid, Laura, 2017. "Contexts and conditions of ethnic discrimination: Evidence from a field experiment in a German housing market," Journal of Housing Economics, Elsevier, vol. 35(C), pages 26-36.
    12. Andrew Hanson & Zackary Hawley, 2023. "Restricted access: Real estate agent response to client race, ethnicity, gender, and side of market," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(4), pages 855-890, July.
    13. Adam Nowak & Patrick Smith, 2017. "Agent Intermediation and Racial Price Differentials," Working Papers 17-21, Department of Economics, West Virginia University.
    14. Nikoloz Kudashvili, 2018. "Sources of Statistical Discrimination: Experimental Evidence from Georgia," CERGE-EI Working Papers wp612, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    15. Hamilton, Bruce W., 2001. "Black-White Differences in Inflation: 1974-1991," Journal of Urban Economics, Elsevier, vol. 50(1), pages 77-96, July.
    16. Myers, Caitlin Knowles, 2004. "Discrimination and neighborhood effects: understanding racial differentials in US housing prices," Journal of Urban Economics, Elsevier, vol. 56(2), pages 279-302, September.
    17. Stephen L. Ross, 2003. "Ségrégation and Racial Preferences: New Theoretical and Empirical Approaches," Annals of Economics and Statistics, GENES, issue 71-72, pages 97-139.
    18. Caitlin Knowles Myers & Grace Close & Laurice Fox & John William Meyer & Madeline Niemi, 2011. "Retail Redlining: Are Gasoline Prices Higher In Poor And Minority Neighborhoods?," Economic Inquiry, Western Economic Association International, vol. 49(3), pages 795-809, July.
    19. Ghekiere, Abel & Verhaeghe, Pieter-Paul, 2022. "How does ethnic discrimination on the housing market differ across neighborhoods and real estate agencies?," Journal of Housing Economics, Elsevier, vol. 55(C).
    20. Andrea Baranzini & Caroline Schaerer & José V. Ramirez & Philippe Thalmann, 2008. "Do Foreigners Pay Higher Rents for the Same Quality of Housing in Geneva and Zurich?," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 144(IV), pages 703-730, December.

    More about this item

    JEL classification:

    • H0 - Public Economics - - General
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • K4 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior
    • R2 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis
    • R3 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location

    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:nbr:nberwo:18069. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.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.