IDEAS home Printed from https://ideas.repec.org/a/spr/futbus/v11y2025i1d10.1186_s43093-025-00439-4.html
   My bibliography  Save this article

Spatial analysis of speculation in the US housing market

Author

Listed:
  • Salaheddin Manochehri

    (University of Kurdistan)

  • Ramin Amani

    (Tarbiat Modares University)

  • Jamal Mamkhezri

    (New Mexico State University)

Abstract

This study examines the spatial impact of speculation on the US housing market from 1990 to 2021, highlighting regional variations and economic implications. Employing advanced analytical techniques, including nonlinear least squares and time-varying parameter ordinary least squares, we delve into the spatial patterns of speculation within the housing market. This study aims to illuminate the role of speculation in influencing housing market dynamics, which has significant implications for economic stability and housing policy. Our investigation reveals that speculation is primarily driven by price expectations and historical price trend analysis, exerting a significant influence on housing market dynamics. Given the inherent constraints in housing supply, effectively managing these fluctuations necessitates a multifaceted strategy. This approach involves measures such as accelerating production, streamlining supply chains, and facilitating affordable land access and tax incentives for low-income households, all designed to stimulate investment in construction and housing. Our empirical findings indicate variations in speculation prevalence across different regions of the USA, with a higher incidence in the western and midwestern regions compared to the eastern counterparts. In light of these insights, policymakers are urged to consider tailored regulatory interventions to mitigate excessive speculation in the US housing market. These measures could encompass stricter lending standards and enhanced transparency requirements in real estate transactions. This study contributes to a deeper understanding of the dynamics of speculation within the US housing market, offering valuable insights for policymakers and researchers seeking to address its implications for economic stability. Moreover, Our findings not only highlight regional variations but also validate theories of speculative behavior, particularly the role of price expectations and feedback loops, as established by Shiller (2005) and Glaeser (2013). These insights contribute to a deeper understanding of the dynamics driving speculation in the housing market.

Suggested Citation

  • Salaheddin Manochehri & Ramin Amani & Jamal Mamkhezri, 2025. "Spatial analysis of speculation in the US housing market," Future Business Journal, Springer, vol. 11(1), pages 1-19, December.
  • Handle: RePEc:spr:futbus:v:11:y:2025:i:1:d:10.1186_s43093-025-00439-4
    DOI: 10.1186/s43093-025-00439-4
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1186/s43093-025-00439-4
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1186/s43093-025-00439-4?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. Charles Himmelberg & Christopher Mayer & Todd Sinai, 2005. "Assessing High House Prices: Bubbles, Fundamentals and Misperceptions," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 67-92, Fall.
    2. Efthymios Pavlidis & I Paya & D Peel & A M Spiru, 2009. "Bubbles in House Prices and their Impact on Consumption: Evidence for the US," Working Papers 601552, Lancaster University Management School, Economics Department.
    3. Olivier J. Blanchard & Mark W. Watson, 1982. "Bubbles, Rational Expectations and Financial Markets," NBER Working Papers 0945, National Bureau of Economic Research, Inc.
    4. Robert J. Shiller & Karl E. Case & Allan N. Weiss, 1995. "Mortgage Default Risk and Real Estate Prices: The Use of Index-Based Futures and Options in Real Estate," Cowles Foundation Discussion Papers 1098, Cowles Foundation for Research in Economics, Yale University.
    5. Albanesi, Stefania & DeGiorgi, Giacomo & Nosal, Jaromir, 2022. "Credit growth and the financial crisis: A new narrative," Journal of Monetary Economics, Elsevier, vol. 132(C), pages 118-139.
    6. Diba, Behzad T & Grossman, Herschel I, 1988. "Explosive Rational Bubbles in Stock Prices?," American Economic Review, American Economic Association, vol. 78(3), pages 520-530, June.
    7. Robert J. Shiller, 2005. "Behavioral Economics and Institutional Innovation," Southern Economic Journal, John Wiley & Sons, vol. 72(2), pages 269-283, October.
    8. Lee, Ji Hyung & Phillips, Peter C.B., 2016. "Asset pricing with financial bubble risk," Journal of Empirical Finance, Elsevier, vol. 38(PB), pages 590-622.
    9. John Y. Campbell, Robert J. Shiller, 1988. "The Dividend-Price Ratio and Expectations of Future Dividends and Discount Factors," The Review of Financial Studies, Society for Financial Studies, vol. 1(3), pages 195-228.
    10. Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "Varieties of Crises and Their Dates," Introductory Chapters, in: This Time Is Different: Eight Centuries of Financial Folly, Princeton University Press.
    11. Robert J. Shiller, 2005. "Behavioral Economics and Institutional Innovation," Cowles Foundation Discussion Papers 1499, Cowles Foundation for Research in Economics, Yale University.
    12. Zhou, Wei-Xing & Sornette, Didier, 2006. "Is there a real-estate bubble in the US?," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 361(1), pages 297-308.
    13. Charles G. Nathanson & Eric Zwick, 2018. "Arrested Development: Theory and Evidence of Supply‐Side Speculation in the Housing Market," Journal of Finance, American Finance Association, vol. 73(6), pages 2587-2633, December.
    14. Leone, Vitor & de Medeiros, Otavio Ribeiro, 2015. "Signalling the Dotcom bubble: A multiple changes in persistence approach," The Quarterly Review of Economics and Finance, Elsevier, vol. 55(C), pages 77-86.
    15. DeFusco, Anthony A. & Nathanson, Charles G. & Zwick, Eric, 2022. "Speculative dynamics of prices and volume," Journal of Financial Economics, Elsevier, vol. 146(1), pages 205-229.
    16. Angelos Kanas & Yue Ma, 2004. "Intrinsic bubbles revisited: evidence from nonlinear cointegration and forecasting," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 23(4), pages 237-250.
    17. Robert J. Shiller, 2005. "Behavioral Economics and Institutional Innovation," Southern Economic Journal, John Wiley & Sons, vol. 72(2), pages 269-283, October.
    18. Reinhart, Karmen & Rogoff, Kenneth, 2009. ""This time is different": panorama of eight centuries of financial crises," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 1, pages 77-114, March.
    19. Froot, Kenneth A & Obstfeld, Maurice, 1991. "Intrinsic Bubbles: The Case of Stock Prices," American Economic Review, American Economic Association, vol. 81(5), pages 1189-1214, December.
    20. Muhammad Adil Rauf & Olaf Weber, 2022. "Housing Sustainability: The Effects of Speculation and Property Taxes on House Prices within and beyond the Jurisdiction," Sustainability, MDPI, vol. 14(12), pages 1-19, June.
    21. Qianhui Yu & Yanying Chen & Feng Helen Liang, 2021. "Housing Market Speculation and Firm Productivity: Evidence from China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 29(5), pages 148-174, September.
    22. J. Hirshleifer, 1975. "Speculation and Equilibrium: Information, Risk, and Markets," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 89(4), pages 519-542.
    23. Kräussl, Roman & Lehnert, Thorsten & Martelin, Nicolas, 2016. "Is there a bubble in the art market?," Journal of Empirical Finance, Elsevier, vol. 35(C), pages 99-109.
    24. Shuping Shi & Arafat Rahman & Ben Zhe Wang, 2020. "Australian Housing Market Booms: Fundamentals or Speculation?☆," The Economic Record, The Economic Society of Australia, vol. 96(315), pages 381-401, December.
    25. Vyacheslav Mikhed & Petr Zemčík, 2009. "Testing for Bubbles in Housing Markets: A Panel Data Approach," The Journal of Real Estate Finance and Economics, Springer, vol. 38(4), pages 366-386, May.
    26. Min Hwang & John M. Quigley, 2006. "Economic Fundamentals In Local Housing Markets: Evidence From U.S. Metropolitan Regions," Journal of Regional Science, Wiley Blackwell, vol. 46(3), pages 425-453, August.
    27. Shiller Robert J., 2009. "Unlearned Lessons from the Housing Bubble," The Economists' Voice, De Gruyter, vol. 6(7), pages 1-2, July.
    28. Goodman, Allen C. & Thibodeau, Thomas G., 2008. "Where are the speculative bubbles in US housing markets?," Journal of Housing Economics, Elsevier, vol. 17(2), pages 117-137, June.
    29. Alex Chinco & Christopher Mayer, 2016. "Misinformed Speculators and Mispricing in the Housing Market," The Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 486-522.
    30. Rose Neng Lai & Robert A. Van Order, 2020. "A Tale of Two Countries: Comparing the US and Chinese Housing Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 61(3), pages 505-547, October.
    31. Robert J. Shiller, 2005. "Behavioral Economics and Institutional Innovation," Southern Economic Journal, Southern Economic Association, vol. 72(2), pages 269-283, October.
    32. Roche, Maurice J., 2001. "The rise in house prices in Dublin: bubble, fad or just fundamentals," Economic Modelling, Elsevier, vol. 18(2), pages 281-295, April.
    33. Hendershott, Patric H, 2000. "Property Asset Bubbles: Evidence from the Sydney Office Market," The Journal of Real Estate Finance and Economics, Springer, vol. 20(1), pages 67-81, January.
    34. S. Michael Giliberto, 1992. "A Note on Commercial Mortgage Flows and Construction," Journal of Real Estate Research, American Real Estate Society, vol. 7(4), pages 485-492.
    35. Robert Shiller, 2005. "Behavioral Economics and Institutional Innovation," Yale School of Management Working Papers amz2564, Yale School of Management, revised 01 Mar 2005.
    36. Zhenyu Gao & Michael Sockin & Wei Xiong & Itay Goldstein, 2020. "Economic Consequences of Housing Speculation," The Review of Financial Studies, Society for Financial Studies, vol. 33(11), pages 5248-5287.
    37. Qin Xiao & Donghyun Park, 2010. "Seoul housing prices and the role of speculation," Empirical Economics, Springer, vol. 38(3), pages 619-644, June.
    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. Lan, Hao & Moreira, Fernando & Zhao, Sheng, 2023. "Can a house resale restriction policy curb speculation? Evidence from a quasi-natural experiment in China," International Review of Economics & Finance, Elsevier, vol. 83(C), pages 841-859.
    2. repec:zbw:bofism:2012_047 is not listed on IDEAS
    3. Ogonna Nneji & Chris Brooks & Charles Ward, 2011. "Intrinsic and Rational Speculative Bubbles in the U.S. Housing Market 1960-2009," ICMA Centre Discussion Papers in Finance icma-dp2011-01, Henley Business School, University of Reading.
    4. Taipalus, Katja, 2012. "Detecting asset price bubbles with time-series methods," Scientific Monographs, Bank of Finland, number 2012_047.
    5. Taipalus, Katja, 2012. "Detecting asset price bubbles with time-series methods," Bank of Finland Scientific Monographs, Bank of Finland, volume 0, number sm2012_047, December.
    6. Yang Hu & Les Oxley, 2018. "Bubbles in US regional house prices: evidence from house price–income ratios at the State level," Applied Economics, Taylor & Francis Journals, vol. 50(29), pages 3196-3229, June.
    7. Efthymios Pavlidis & Alisa Yusupova & Ivan Paya & David Peel & Enrique Martínez-García & Adrienne Mack & Valerie Grossman, 2016. "Episodes of Exuberance in Housing Markets: In Search of the Smoking Gun," The Journal of Real Estate Finance and Economics, Springer, vol. 53(4), pages 419-449, November.
    8. Campbell, Gareth, 2012. "Myopic rationality in a Mania," Explorations in Economic History, Elsevier, vol. 49(1), pages 75-91.
    9. ÅžimÅŸek, Alp, 2021. "The Macroeconomics of Financial Speculation," CEPR Discussion Papers 15733, C.E.P.R. Discussion Papers.
    10. Refet S. Gürkaynak, 2008. "Econometric Tests Of Asset Price Bubbles: Taking Stock," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 166-186, February.
    11. Xavier Freixas, 2018. "Credit Growth, Rational Bubbles and Economic Efficiency," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 60(1), pages 87-104, March.
    12. Angela Black & Patricia Fraser & Martin Hoesli, 2006. "House Prices, Fundamentals and Bubbles," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(9‐10), pages 1535-1555, November.
    13. Zhenyu Gao & Michael Sockin & Wei Xiong, 2019. "Economic Consequences of Housing Speculation," NBER Working Papers 26457, National Bureau of Economic Research, Inc.
    14. Park, Donghyun & Xiao, Qin, 2009. "Housing Prices and the Role of Speculation: The Case of Seoul," ADB Economics Working Paper Series 146, Asian Development Bank.
    15. Paulo M.M. Rodrigues & Rita Fradique Lourenço, 2015. "House prices: bubbles, exuberance or something else? Evidence from euro area countries," Working Papers w201517, Banco de Portugal, Economics and Research Department.
    16. Xie, Zixiong & Chen, Shyh-Wei & Wu, An-Chi, 2019. "Asymmetric adjustment, non-linearity and housing price bubbles: New international evidence," The North American Journal of Economics and Finance, Elsevier, vol. 50(C).
    17. Chen, Shyh-Wei & Xie, Zixiong, 2017. "Asymmetric adjustment and smooth breaks in dividend yields: Evidence from international stock markets," International Review of Economics & Finance, Elsevier, vol. 48(C), pages 339-354.
    18. Simon van Norden & Huntley Schaller, 2002. "Fads or bubbles?," Empirical Economics, Springer, vol. 27(2), pages 335-362.
    19. Kim, Jan R. & Lim, Gieyoung, 2016. "Fundamentals and rational bubbles in the Korean housing market: A modified present-value approach," Economic Modelling, Elsevier, vol. 59(C), pages 174-181.
    20. Keith Anderson & Chris Brooks & Sotiris Tsolacos, 2011. "Testing for Periodically Collapsing Rational Speculative Bubbles in U.S. REITs," Journal of Real Estate Portfolio Management, Taylor & Francis Journals, vol. 17(3), pages 227-241, January.
    21. I. Bruce Iormom & Ojonugwa Usman & N. Bitrus Bature & J. Likita Ogba, 2024. "Modelling asymmetries among consumer price index, currency price, gross domestic output and aggregate import demand in an emerging economy: the case of Nigeria," SN Business & Economics, Springer, vol. 4(3), pages 1-27, March.

    More about this item

    Keywords

    House price; Speculation; NLS; TVP-OLS; USA;
    All these keywords.

    JEL classification:

    • R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets
    • R32 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Other Spatial Production and Pricing Analysis
    • R39 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Other

    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:spr:futbus:v:11:y:2025:i:1:d:10.1186_s43093-025-00439-4. 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.