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Synergistic Network Connectivity among Urban Areas Based on Non-Linear Model of Housing Prices Dynamics

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  • Bełej Mirosław

    (Institute of Geospatial Engineering and Real Estate University of Warmia and Mazury,Olsztyn, Poland)

Abstract

The assumption of a strong positive relationship between the specificity of an urban area and the operation of the housing market, which responds to megatrends in the market environment, has been the foundation of the research concept adopted for this study. The study treats the housing markets as complex, adaptive dynamic systems which develop through synergistic network responses. This paper employs a nonlinear critically-damped harmonic oscillator model and phase diagrams to describe the dynamics of housing prices (in the years 2006-2016) in order to demonstrate the synergistic network connections in selected Polish cities. In another important part of the study, the authors propose to employ non-classical dynamic measures, i.e. the absolute time of delay, relaxation time and a long-term level of equilibrium. The study has shown that network connections are strongly synchronized during periods of housing market instability (2006-2007), whereas the process of unsynchronization is observed during a period of stability (2008-2016). Moreover, phase diagrams have been used to demonstrate the similarity of trends in housing prices as well as the shapes of individual trajectories and the existence of multiple points of quasi-equilibrium.

Suggested Citation

  • Bełej Mirosław, 2018. "Synergistic Network Connectivity among Urban Areas Based on Non-Linear Model of Housing Prices Dynamics," Real Estate Management and Valuation, Sciendo, vol. 26(4), pages 22-34, December.
  • Handle: RePEc:vrs:remava:v:26:y:2018:i:4:p:22-34:n:3
    DOI: 10.2478/remav-2018-0033
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    1. Patinkin, Don, 1974. "A Note on the Stability of Metzler's Phase Diagram," Journal of Political Economy, University of Chicago Press, vol. 82(3), pages 641-644, May/June.
    2. 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.
    3. John B. Taylor, 2007. "Housing and monetary policy," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 463-476.
    4. Paul Mizen, 2008. "The credit crunch of 2007-2008: a discussion of the background, market reactions, and policy responses," Review, Federal Reserve Bank of St. Louis, vol. 90(Sep), pages 531-568.
    5. Hans Skifter Andersen & Roger Andersson & Terje Wessel & Katja Vilkama, 2016. "The impact of housing policies and housing markets on ethnic spatial segregation: comparing the capital cities of four Nordic welfare states," European Journal of Housing Policy, Taylor and Francis Journals, vol. 16(1), pages 1-30, January.
    6. Hans Skifter Andersen & Roger Andersson & Terje Wessel & Katja Vilkama, 2016. "The impact of housing policies and housing markets on ethnic spatial segregation: comparing the capital cities of four Nordic welfare states," International Journal of Housing Policy, Taylor & Francis Journals, vol. 16(1), pages 1-30, January.
    7. Steven C. Bourassa & Eva Cantoni & Martin Hoesli, 2010. "Predicting House Prices with Spatial Dependence: A Comparison of Alternative Methods," Journal of Real Estate Research, American Real Estate Society, vol. 32(2), pages 139-160.
    8. Yuliya Demyanyk & Otto Van Hemert, 2011. "Understanding the Subprime Mortgage Crisis," The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1848-1880.
    9. William M. Bowen & Brian A. Mikelbank & Dean M. Prestegaard, 2001. "Theoretical and Empirical Considerations Regarding Space in Hedonic Housing Price Model Applications," Growth and Change, Wiley Blackwell, vol. 32(4), pages 466-490.
    10. James Valente & ShanShan Wu & Alan Gelfand & C.F. Sirmans, 2005. "Apartment Rent Prediction Using Spatial Modeling," Journal of Real Estate Research, American Real Estate Society, vol. 27(1), pages 105-136.
    11. Jinxia Zhu & Qian Xu & Yi Pan & Lefeng Qiu & Yi Peng & Haijun Bao, 2018. "Land-Acquisition and Resettlement (LAR) Conflicts: A Perspective of Spatial Injustice of Urban Public Resources Allocation," Sustainability, MDPI, vol. 10(3), pages 1-15, March.
    12. Trojanek, Radoslaw & Huderek-Glapska, Sonia, 2018. "Measuring the noise cost of aviation – The association between the Limited Use Area around Warsaw Chopin Airport and property values," Journal of Air Transport Management, Elsevier, vol. 67(C), pages 103-114.
    13. Ide, Kayo & Sornette, Didier, 2002. "Oscillatory finite-time singularities in finance, population and rupture," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 307(1), pages 63-106.
    14. Paul E. Carrillo, 2012. "An Empirical Stationary Equilibrium Search Model Of The Housing Market," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 53(1), pages 203-234, February.
    15. Joseph E. Stiglitz, 2002. "Information and the Change in the Paradigm in Economics," American Economic Review, American Economic Association, vol. 92(3), pages 460-501, June.
    16. Ulrich Witt, 2008. "What is specific about evolutionary economics?," Journal of Evolutionary Economics, Springer, vol. 18(5), pages 547-575, October.
    17. Davidoff, Thomas, 2006. "Labor income, housing prices, and homeownership," Journal of Urban Economics, Elsevier, vol. 59(2), pages 209-235, March.
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