IDEAS home Printed from https://ideas.repec.org/a/eee/jhouse/v20y2011i4p315-332.html
   My bibliography  Save this article

Dynamic modeling of regional house price diffusion in Taiwan

Author

Listed:
  • Chen, Pei-Fen
  • Chien, Mei-Se
  • Lee, Chien-Chiang

Abstract

This paper examines the lead-lag relationships and the dynamic linkages among four regional house price indices in Taiwan. We employ the Johansen cointegration technique, Toda and Yamamoto’s Granger causality test, the generalized impulse response approach, and variance decomposition analysis to find out the extent and the magnitude of their relationships. The estimated long-run relationship between regional house prices appears to have remained stable throughout the sample period. Our empirical results show a bidirectional relationship between house prices in the most important economic center, Taipei City, and its suburban area, Taipei County. However, there are no causalities of house prices between Taipei City and other megacities in Taiwan. The mutual impacts of the shocks between house prices in Taipei City and Taipei County are significantly positive, while these impacts on Kaohsiung City, far from Taipei City, are insignificant. Finally, the results of the generalized impulse response approach indicate that the house prices indices of Taipei City are the most exogenous while those for Taipei County are the most endogenous.

Suggested Citation

  • Chen, Pei-Fen & Chien, Mei-Se & Lee, Chien-Chiang, 2011. "Dynamic modeling of regional house price diffusion in Taiwan," Journal of Housing Economics, Elsevier, vol. 20(4), pages 315-332.
  • Handle: RePEc:eee:jhouse:v:20:y:2011:i:4:p:315-332
    DOI: 10.1016/j.jhe.2011.09.002
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1051137711000465
    Download Restriction: Full text for ScienceDirect subscribers only

    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. Lennart Berg, 2002. "Prices on the second-hand market for Swedish family houses: correlation, causation and determinants," European Journal of Housing Policy, Taylor and Francis Journals, vol. 2(1), pages 1-24, April.
    2. John M. Clapp & Walter Dolde & Dogan Tirtiroglu, 1995. "Imperfect Information and Investor Inferences From Housing Price Dynamics," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 23(3), pages 239-269.
    3. Gerlach, Stefan & Peng, Wensheng, 2005. "Bank lending and property prices in Hong Kong," Journal of Banking & Finance, Elsevier, vol. 29(2), pages 461-481, February.
    4. Morris A. Davis, 2010. "housing and the business cycle," The New Palgrave Dictionary of Economics, Palgrave Macmillan.
    5. Oikarinen, Elias, 2005. "The Diffusion of Housing Price Movements from Centre to Surrounding Areas," Discussion Papers 979, The Research Institute of the Finnish Economy.
    6. Mei-Se Chien, 2010. "Structural Breaks and the Convergence of Regional House Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 40(1), pages 77-88, January.
    7. Elliott, Graham, 1999. "Efficient Tests for a Unit Root When the Initial Observation Is Drawn from Its Unconditional Distribution," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(3), pages 767-783, August.
    8. Walter Dolde & Dogan Tirtiroglu, 1997. "Temporal and Spatial Information Diffusion in Real Estate Price Changes and Variances," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 25(4), pages 539-565.
    9. Oikarinen, Elias, 2009. "Interaction between housing prices and household borrowing: The Finnish case," Journal of Banking & Finance, Elsevier, vol. 33(4), pages 747-756, April.
    10. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    11. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    12. G. Donald Jud & Dan T. Winkler, 2002. "The Dynamics of Metropolitan Housing Prices," Journal of Real Estate Research, American Real Estate Society, vol. 23(1/2), pages 29-46.
    13. Zhen Qiang Luo & Chunlu Liu & David Picken, 2007. "Housing price diffusion pattern of Australia's state capital cities," International Journal of Strategic Property Management, Taylor & Francis Journals, vol. 11(4), pages 227-242, November.
    14. Leung, Charles, 2004. "Macroeconomics and housing: a review of the literature," Journal of Housing Economics, Elsevier, vol. 13(4), pages 249-267, December.
    15. Ashworth, John & Parker, Simon C, 1997. "Modelling Regional House Prices in the UK," Scottish Journal of Political Economy, Scottish Economic Society, vol. 44(3), pages 225-246, August.
    16. Oikarinen, Elias, 2009. "Household borrowing and metropolitan housing price dynamics - Empirical evidence from Helsinki," Journal of Housing Economics, Elsevier, vol. 18(2), pages 126-139, June.
    17. Clapp, John M. & Tirtiroglu, Dogan, 1994. "Positive feedback trading and diffusion of asset price changes: Evidence from housing transactions," Journal of Economic Behavior & Organization, Elsevier, vol. 24(3), pages 337-355, August.
    18. Lastrapes, William D., 2002. "The Real Price of Housing and Money Supply Shocks: Time Series Evidence and Theoretical Simulations," Journal of Housing Economics, Elsevier, vol. 11(1), pages 40-74, March.
    19. Perron, Pierre & Rodriguez, Gabriel, 2003. "GLS detrending, efficient unit root tests and structural change," Journal of Econometrics, Elsevier, vol. 115(1), pages 1-27, July.
    20. Stock, James H., 1994. "Deciding between I(1) and I(0)," Journal of Econometrics, Elsevier, vol. 63(1), pages 105-131, July.
    21. Liu Chunlu & Ma Le & Picken David & Luo Zhen, 2008. "Identifying House Price Diffusion Patterns Among Australian State Capital Cities," International Journal of Strategic Property Management, Sciendo, vol. 12(4), pages 237-250, December.
    22. Osterwald-Lenum, Michael, 1992. "A Note with Quantiles of the Asymptotic Distribution of the Maximum Likelihood Cointegration Rank Test Statistics," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(3), pages 461-472, August.
    23. McDonald, Ronald & Taylor, Mark P, 1993. "Regional House Prices in Britain: Long-Run Relationships and Short-Run Dynamics," Scottish Journal of Political Economy, Scottish Economic Society, vol. 40(1), pages 43-55, February.
    24. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    25. Karl E. Case & Robert J. Shiller, 2003. "Is There a Bubble in the Housing Market?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 34(2), pages 299-362.
    26. Riddel, Mary, 2004. "Housing-market disequilibrium: an examination of housing-market price and stock dynamics 1967-1998," Journal of Housing Economics, Elsevier, vol. 13(2), pages 120-135, June.
    27. Ewing, Bradley T. & Payne, James E., 2005. "The response of real estate investment trust returns to macroeconomic shocks," Journal of Business Research, Elsevier, vol. 58(3), pages 293-300, March.
    28. Cook, Steven, 2005. "Regional house price behaviour in the UK: application of a joint testing procedure," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 345(3), pages 611-621.
    29. Ji-Ping Lin & Kao-Lee Liaw, 2000. "Labor migrations in Taiwan: characterization and interpretation based on the data of the 1990 Census," Environment and Planning A, Pion Ltd, London, vol. 32(9), pages 1689-1709, September.
    30. Patricia Fraser & Martin Hoesli & Lynn McAlevey, 2008. "House Prices and Bubbles in New Zealand," The Journal of Real Estate Finance and Economics, Springer, vol. 37(1), pages 71-91, July.
    31. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    32. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    33. Colin Jones & Chris Leishman & Craig Watkins, 2003. "Structural change in a local urban housing market," Environment and Planning A, Pion Ltd, London, vol. 35(7), pages 1315-1326, July.
    34. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    35. Basu, Sabyasachi & Thibodeau, Thomas G, 1998. "Analysis of Spatial Autocorrelation in House Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 61-85, July.
    36. Mark J. Holmes & Arthur Grimes, 2005. "Is there long-run convergence of regional house prices in the UK?," Working Papers 05_11, Motu Economic and Public Policy Research.
    37. Chien-Chiang Lee & Mei-Se Chien, 2011. "Empirical Modelling of Regional House Prices and the Ripple Effect," Urban Studies, Urban Studies Journal Limited, vol. 48(10), pages 2029-2047, August.
    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. Kuang-Liang Chang & Ming-Hui Yen, 2014. "The magnitude and significance of macroeconomic variables in explaining regional housing fluctuations," Economics Bulletin, AccessEcon, vol. 34(2), pages 828-841.
    2. Lee, Chien-Chiang & Lee, Cheng-Feng & Lee, Chi-Chuan, 2014. "Asymmetric dynamics in REIT prices: Further evidence based on quantile regression analysis," Economic Modelling, Elsevier, vol. 42(C), pages 29-37.
    3. Montagnoli, Alberto & Nagayasu, Jun, 2015. "UK house price convergence clubs and spillovers," Journal of Housing Economics, Elsevier, vol. 30(C), pages 50-58.
    4. Ming-Chu Chiang & I-Chun Tsai, 2016. "Ripple effect and contagious effect in the US regional housing markets," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 56(1), pages 55-82, January.
    5. Guoying Deng & Manuel A Hernandez & Yaoguo Wu, 2016. "Price discovery and dynamics across housing developers in China," Economics Bulletin, AccessEcon, issue 4, pages 1966-1974.
    6. Ming-Chu Chiang & I-Chun Tsai, 2016. "Ripple effect and contagious effect in the US regional housing markets," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 56(1), pages 55-82, January.
    7. repec:eee:juecon:v:105:y:2018:i:c:p:107-120 is not listed on IDEAS
    8. Lee, Chien-Chiang & Chien, Mei-Se & Lin, Tsoyu Calvin, 2012. "Dynamic modelling of real estate investment trusts and stock markets," Economic Modelling, Elsevier, vol. 29(2), pages 395-407.
    9. Hernán Enríquez Sierra & Jacobo Campo Robledo & Antonio Avendaño Arosemena, 2015. "Relaciones regionales en los precios de vivienda nueva en Colombia," REVISTA ECOS DE ECONOMÍA, UNIVERSIDAD EAFIT, vol. 19(40), pages 25-47, June.
    10. David Gray, 2015. "Hidden Properties of Irish House Price Vintages," Housing Studies, Taylor & Francis Journals, vol. 30(8), pages 1317-1353, November.
    11. Gong, Yunlong & Hu, Jinxing & Boelhouwer, Peter J., 2016. "Spatial interrelations of Chinese housing markets: Spatial causality, convergence and diffusion," Regional Science and Urban Economics, Elsevier, vol. 59(C), pages 103-117.
    12. Kuang-Liang Chang, 2012. "Analysis of structural changes in the relationship between regional housing markets in Taiwan," Economics Bulletin, AccessEcon, vol. 32(3), pages 2220-2230.
    13. MeiChi Huang & LinYing Yeh, 2015. "Should the Fed take extra action for the recent housing bubble? Evidence from asymmetric transitory shocks," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 39(4), pages 762-781, October.
    14. Lee, Chien-Chiang & Huang, Wei-Ling & Yin, Chun-Hao, 2013. "The dynamic interactions among the stock, bond and insurance markets," The North American Journal of Economics and Finance, Elsevier, vol. 26(C), pages 28-52.

    More about this item

    Keywords

    Regional house prices; Ripple effect; Granger causality; Generalized impulse response; Variance decomposition analysis;

    JEL classification:

    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand

    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:eee:jhouse:v:20:y:2011:i:4:p:315-332. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Dana Niculescu). General contact details of provider: http://www.elsevier.com/locate/inca/622881 .

    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 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.

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.