IDEAS home Printed from https://ideas.repec.org/a/spr/empeco/v65y2023i1d10.1007_s00181-022-02326-1.html
   My bibliography  Save this article

The accuracy of homeowners’ valuations in the twenty-first century

Author

Listed:
  • Stijn Dreesen

    (KU Leuven)

  • Sven Damen

    (University of Antwerp)

Abstract

We study the accuracy of homeowners’ self-reported estimates using data from the 2001–2019 American Housing Survey. By comparing sellers’ estimates with deflated transaction prices for the same properties, we find evidence that American sellers overestimate the value of their homes by 1.3% on average. The mean absolute error is equal to 15.6%. Correcting for selection bias, we find that the (absolute) valuation error is strongly related to several household characteristics, most importantly marriage and education. Moreover, we find that housing market conditions such as recent local price growth and volatility are important determinants for the size and direction of the error. In particular, volatility in house prices decreases the accuracy of homeowners in estimating their property’s value. Our results imply that transaction prices are preferred over self-assessed values in several applications such as wealth estimations and hedonic price models.

Suggested Citation

  • Stijn Dreesen & Sven Damen, 2023. "The accuracy of homeowners’ valuations in the twenty-first century," Empirical Economics, Springer, vol. 65(1), pages 513-566, July.
  • Handle: RePEc:spr:empeco:v:65:y:2023:i:1:d:10.1007_s00181-022-02326-1
    DOI: 10.1007/s00181-022-02326-1
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s00181-022-02326-1
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s00181-022-02326-1?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Gopi Shah Goda & John B. Shoven & Sita Nataraj Slavov, 2012. "Does Stock Market Performance Influence Retirement Intentions?," Journal of Human Resources, University of Wisconsin Press, vol. 47(4), pages 1055-1081.
    2. Christopher D. Carroll & Misuzu Otsuka & Jiri Slacalek, 2011. "How Large Are Housing and Financial Wealth Effects? A New Approach," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(1), pages 55-79, February.
    3. Benítez-Silva, Hugo & Eren, Selçuk & Heiland, Frank & Jiménez-Martín, Sergi, 2015. "How well do individuals predict the selling prices of their homes?," Journal of Housing Economics, Elsevier, vol. 29(C), pages 12-25.
    4. Case Karl E. & Quigley John M. & Shiller Robert J., 2005. "Comparing Wealth Effects: The Stock Market versus the Housing Market," The B.E. Journal of Macroeconomics, De Gruyter, vol. 5(1), pages 1-34, May.
    5. Thomas K. Bauer & Deborah A. Cobb‐Clark & Vincent A. Hildebrand & Mathias G. Sinning, 2011. "A Comparative Analysis Of The Nativity Wealth Gap," Economic Inquiry, Western Economic Association International, vol. 49(4), pages 989-1007, October.
    6. Skinner, Jonathan, 1989. "Housing wealth and aggregate saving," Regional Science and Urban Economics, Elsevier, vol. 19(2), pages 305-324, May.
    7. Karl E. Case & Robert J. Shiller, 1988. "The behavior of home buyers in boom and post-boom markets," New England Economic Review, Federal Reserve Bank of Boston, issue Nov, pages 29-46.
    8. Campbell, John Y. & Cocco, Joao F., 2007. "How do house prices affect consumption? Evidence from micro data," Journal of Monetary Economics, Elsevier, vol. 54(3), pages 591-621, April.
    9. Case, Karl E. & Quigley, John M. & Shiller, Robert J., 2001. "Comparing Wealth Effects: The Stock Market versus The Housing Market," Department of Economics, Working Paper Series qt44k6g6vx, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    10. David Genesove & Christopher Mayer, 2001. "Loss Aversion and Seller Behavior: Evidence from the Housing Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1233-1260.
    11. Fu, Shihe & Liao, Yu & Zhang, Junfu, 2016. "The effect of housing wealth on labor force participation: Evidence from China," Journal of Housing Economics, Elsevier, vol. 33(C), pages 59-69.
    12. Goodman, John Jr. & Ittner, John B., 1992. "The accuracy of home owners' estimates of house value," Journal of Housing Economics, Elsevier, vol. 2(4), pages 339-357, December.
    13. Robert Hill, 2011. "Hedonic Price Indexes for Housing," OECD Statistics Working Papers 2011/1, OECD Publishing.
    14. F. Thomas Juster & Joseph P. Lupton & James P. Smith & Frank Stafford, 2006. "The Decline in Household Saving and the Wealth Effect," The Review of Economics and Statistics, MIT Press, vol. 88(1), pages 20-27, February.
    15. Denise Doiron & Rochelle Guttmann, 2009. "Wealth Distributions of Migrant and Australian‐born Households," The Economic Record, The Economic Society of Australia, vol. 85(268), pages 32-45, March.
    16. repec:wly:hlthec:v:25:y:2016:i::p:57-69 is not listed on IDEAS
    17. Bostic, Raphael & Gabriel, Stuart & Painter, Gary, 2009. "Housing wealth, financial wealth, and consumption: New evidence from micro data," Regional Science and Urban Economics, Elsevier, vol. 39(1), pages 79-89, January.
    18. Lingxiao Zhao & Gregory Burge, 2017. "Housing Wealth, Property Taxes, and Labor Supply among the Elderly," Journal of Labor Economics, University of Chicago Press, vol. 35(1), pages 227-263.
    19. G. Donald Jud & Terry G. Seaks, 1994. "Sample Selection Bias in Estimating Housing Sales Prices," Journal of Real Estate Research, American Real Estate Society, vol. 9(3), pages 289-298.
    20. Windsor, Callan & La Cava, Gianni & Hansen, James, 2015. "Home price beliefs: Evidence from Australia," Journal of Housing Economics, Elsevier, vol. 29(C), pages 41-58.
    21. DiPasquale, Denise & Somerville, C. Tsuriel, 1995. "Do House Price Indices Based on Transacting Units Represent the Entire Stock? Evidence from the American Housing Survey," Journal of Housing Economics, Elsevier, vol. 4(3), pages 195-229, September.
    22. Suari-Andreu, Eduard, 2021. "Housing and household consumption: An investigation of the wealth and collateral effects," Journal of Housing Economics, Elsevier, vol. 54(C).
    23. Daniel Cooper, 2013. "House Price Fluctuations: The Role of Housing Wealth as Borrowing Collateral," The Review of Economics and Statistics, MIT Press, vol. 95(4), pages 1183-1197, October.
    24. Ihlanfeldt, Keith R. & Martinez-Vazquez, Jorge, 1986. "Alternative value estimates of owner-occupied housing: Evidence on sample selection bias and systematic errors," Journal of Urban Economics, Elsevier, vol. 20(3), pages 356-369, November.
    25. Marjorie Flavin & Takashi Yamashita, 2011. "Owner-Occupied Housing: Life-Cycle Implications for the Household Portfolio," American Economic Review, American Economic Association, vol. 101(3), pages 609-614, May.
    26. Martin Farnham & Purvi Sevak, 2016. "Housing Wealth and Retirement Timing," CESifo Economic Studies, CESifo Group, vol. 62(1), pages 26-46.
    27. Gonzalez-Navarro, Marco & Quintana-Domeque, Climent, 2009. "The reliability of self-reported home values in a developing country context," Journal of Housing Economics, Elsevier, vol. 18(4), pages 311-324, December.
    28. Patrick Puhani, 2000. "The Heckman Correction for Sample Selection and Its Critique," Journal of Economic Surveys, Wiley Blackwell, vol. 14(1), pages 53-68, February.
    29. Yvonne McCarthy & Kieran McQuinn, 2017. "Price Expectations, Distressed Mortgage Markets and the Housing Wealth Effect," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 45(2), pages 478-513, April.
    30. Ferreira, Fernando & Gyourko, Joseph & Tracy, Joseph, 2010. "Housing busts and household mobility," Journal of Urban Economics, Elsevier, vol. 68(1), pages 34-45, July.
    31. Coile Courtney C & Levine Phillip B, 2011. "The Market Crash and Mass Layoffs: How the Current Economic Crisis May Affect Retirement," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 11(1), pages 1-42, April.
    32. Aditya Aladangady, 2017. "Housing Wealth and Consumption: Evidence from Geographically-Linked Microdata," American Economic Review, American Economic Association, vol. 107(11), pages 3415-3446, November.
    33. Begley, Jaclene & Chan, Sewin, 2018. "The effect of housing wealth shocks on work and retirement decisions," Regional Science and Urban Economics, Elsevier, vol. 73(C), pages 180-195.
    34. Kan, Kamhon, 1999. "Expected and Unexpected Residential Mobility," Journal of Urban Economics, Elsevier, vol. 45(1), pages 72-96, January.
    35. Tur-Sinai, Aviad & Fleishman, Larisa & Romanov, Dmitri, 2020. "The accuracy of self-reported dwelling valuation," Journal of Housing Economics, Elsevier, vol. 48(C).
    36. E. L. David, 1968. "The Use of Assessed Data to Approximate Sales Values of Recreational Property," Land Economics, University of Wisconsin Press, vol. 44(1), pages 127-129.
    37. Sewin Chan & Samuel Dastrup & Ingrid Gould Ellen, 2016. "Do Homeowners Mark to Market? A Comparison of Self-Reported and Estimated Market Home Values During the Housing Boom and Bust," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 44(3), pages 627-657, July.
    38. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    39. John P. Harding & Stuart S. Rosenthal & C. F. Sirmans, 2003. "Estimating Bargaining Power in the Market for Existing Homes," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 178-188, February.
    40. Eleonora Fichera & John Gathergood, 2016. "Do Wealth Shocks Affect Health? New Evidence from the Housing Boom," Health Economics, John Wiley & Sons, Ltd., vol. 25(S2), pages 57-69, November.
    41. Morris A. Davis & Erwan Quintin, 2017. "On the Nature of Self-Assessed House Prices," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 45(3), pages 628-649, July.
    42. Donald R. Haurin & Patric H. Hendershott, 1991. "House Price Indexes: Issues and Results," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 19(3), pages 259-269, September.
    43. Jie Gan, 2010. "Housing Wealth and Consumption Growth: Evidence from a Large Panel of Households," The Review of Financial Studies, Society for Financial Studies, vol. 23(6), pages 2229-2267, June.
    44. Marjorie Flavin & Takashi Yamashita, 2002. "Owner-Occupied Housing and the Composition of the Household Portfolio," American Economic Review, American Economic Association, vol. 92(1), pages 345-362, March.
    45. repec:bla:ausecr:v:38:y:2005:i:2:p:159-175 is not listed on IDEAS
    46. Sendhil Mullainathan & Marianne Bertrand, 2001. "Do People Mean What They Say? Implications for Subjective Survey Data," American Economic Review, American Economic Association, vol. 91(2), pages 67-72, May.
    47. Khalifa, Sherif & Seck, Ousmane & Tobing, Elwin, 2013. "Housing wealth effect: Evidence from threshold estimation," Journal of Housing Economics, Elsevier, vol. 22(1), pages 25-35.
    48. Martin Browning & Mette Gørtz & Søren Leth‐Petersen, 2013. "Housing Wealth and Consumption: A Micro Panel Study," Economic Journal, Royal Economic Society, vol. 0, pages 401-428, May.
    49. Carin van der Cruijsen & David†Jan Jansen & Maarten van Rooij, 2018. "The Rose†Tinted Spectacles of Homeowners," Journal of Consumer Affairs, Wiley Blackwell, vol. 52(1), pages 61-87, March.
    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. Benítez-Silva, Hugo & Eren, Selçuk & Heiland, Frank & Jiménez-Martín, Sergi, 2015. "How well do individuals predict the selling prices of their homes?," Journal of Housing Economics, Elsevier, vol. 29(C), pages 12-25.
    2. Khorunzhina, Natalia, 2021. "Intratemporal nonseparability between housing and nondurable consumption: Evidence from reinvestment in housing stock," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 658-670.
    3. Mairead Roiste & Apostolos Fasianos & Robert Kirkby & Fang Yao, 2021. "Are Housing Wealth Effects Asymmetric in Booms and Busts?," The Journal of Real Estate Finance and Economics, Springer, vol. 62(4), pages 578-628, May.
    4. Suari-Andreu, Eduard, 2021. "Housing and household consumption: An investigation of the wealth and collateral effects," Journal of Housing Economics, Elsevier, vol. 54(C).
    5. Choi, Jung Hyun & Zhu, Linna, 2022. "Has the effect of housing wealth on household consumption been overestimated? New evidence on magnitude and allocation," Regional Science and Urban Economics, Elsevier, vol. 95(C).
    6. Lee, Seungyoon, 2023. "House prices, homeownership, and household consumption: Evidence from household panel data in Korea," Economic Modelling, Elsevier, vol. 126(C).
    7. Alla Koblyakova & Larisa Fleishman & Orly Furman, 2022. "Accuracy of Households’ Dwelling Valuations, Housing Demand and Mortgage Decisions: Israeli Case," The Journal of Real Estate Finance and Economics, Springer, vol. 65(1), pages 48-74, July.
    8. Sheng Guo & William G. Hardin, 2017. "Financial and Housing Wealth, Expenditures and the Dividend to Ownership," The Journal of Real Estate Finance and Economics, Springer, vol. 54(1), pages 58-96, January.
    9. Pan, Xuefeng & Wu, Weixing, 2021. "Housing returns, precautionary savings and consumption: Micro evidence from China," Journal of Empirical Finance, Elsevier, vol. 60(C), pages 39-55.
    10. Khorunzhina, Natalia, 2018. "Intratemporal Substitution between Housing and Nondurable Consumption: Evidence from Reinvestment in Housing Stock," MPRA Paper 88667, University Library of Munich, Germany.
    11. Gao, Nan & Liang, Pinghan, 2019. "Home value misestimation and household behavior: Evidence from China," China Economic Review, Elsevier, vol. 55(C), pages 168-180.
    12. Naqun Huang & Jing Li & Amanda Ross, 2022. "Housing wealth shocks, home equity withdrawal, and the claiming of Social Security retirement benefits," Economic Inquiry, Western Economic Association International, vol. 60(2), pages 620-644, April.
    13. Carin van der Cruijsen & David-Jan Jansen & Maarten van Rooij, 2014. "The rose-colored glasses of homeowners," DNB Working Papers 421, Netherlands Central Bank, Research Department.
    14. L. Arrondel & P. Lamarche & F. Savignac, 2015. "Wealth Effects on Consumption across the Wealth Distribution: Empirical Evidence," Working papers 552, Banque de France.
    15. Xiaoqin Sun & Yuhai Su & Honglei Liu & Chengyou Li, 2022. "The Impact of House Price on Urban Household Consumption: Micro Evidence from China," Sustainability, MDPI, vol. 14(19), pages 1-20, October.
    16. Atalay, Kadir & Edwards, Rebecca, 2022. "House prices, housing wealth and financial well-being," Journal of Urban Economics, Elsevier, vol. 129(C).
    17. Arrondel, Luc & Lamarche, Pierre & Savignac, Frédérique, 2019. "Does inequality matter for the consumption-wealth channel? Empirical evidence," European Economic Review, Elsevier, vol. 111(C), pages 139-165.
    18. Khalifa, Sherif & Seck, Ousmane & Tobing, Elwin, 2013. "Housing wealth effect: Evidence from threshold estimation," Journal of Housing Economics, Elsevier, vol. 22(1), pages 25-35.
    19. Gallin, Joshua & Molloy, Raven & Nielsen, Eric & Smith, Paul & Sommer, Kamila, 2021. "Measuring aggregate housing wealth: New insights from machine learning ☆," Journal of Housing Economics, Elsevier, vol. 51(C).
    20. Hori Masahiro & Niizeki Takeshi, 2019. "Housing Wealth Effects in Japan: Evidence Based on Household Micro Data," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 19(2), pages 1-28, April.

    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:spr:empeco:v:65:y:2023:i:1:d:10.1007_s00181-022-02326-1. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.