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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
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    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. Robert J. Shiller, 2005. "Behavioral Economics and Institutional Innovation," Southern Economic Journal, John Wiley & Sons, vol. 72(2), pages 269-283, October.
    6. repec:rnp:ecopol:09111 is not listed on IDEAS
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. Robert J. Shiller, 2005. "Behavioral Economics and Institutional Innovation," Southern Economic Journal, Southern Economic Association, vol. 72(2), pages 269-283, October.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. Olivier J. Blanchard & Mark W. Watson, 1982. "Bubbles, Rational Expectations and Financial Markets," NBER Working Papers 0945, National Bureau of Economic Research, Inc.
    20. 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.
    21. 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.
    22. Robert J. Shiller, 2005. "Behavioral Economics and Institutional Innovation," Southern Economic Journal, John Wiley & Sons, vol. 72(2), pages 269-283, October.
    23. 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.
    24. Robert J. Shiller, 2005. "Behavioral Economics and Institutional Innovation," Cowles Foundation Discussion Papers 1499, Cowles Foundation for Research in Economics, Yale University.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. 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.
    31. 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.
    32. Shiller Robert J., 2009. "Unlearned Lessons from the Housing Bubble," The Economists' Voice, De Gruyter, vol. 6(7), pages 1-2, July.
    33. 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.
    34. 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.
    35. 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.
    36. Robert Shiller, 2005. "Behavioral Economics and Institutional Innovation," Yale School of Management Working Papers amz2564, Yale School of Management, revised 01 Mar 2005.
    37. Qin Xiao & Donghyun Park, 2010. "Seoul housing prices and the role of speculation," Empirical Economics, Springer, vol. 38(3), pages 619-644, June.
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    Keywords

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    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

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