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Analysing the local geography of the relationship between residential property prices and its determinants

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  • Dziauddin Mohd Faris
  • Ismail Kamarul
  • Othman Zainudin

    (Sultan Idris Education University, Department of Geography and Environment, Faculty of Human Sciences, 35900 Tanjong Malim, Perak, Malaysia)

Abstract

This paper analyses the local geography of the relationship between residential property prices and its determinants. A semiparametric geographically weighted regression (S-GWR) technique is employed to explore this relationship. Selling prices, structural and locational attributes data were collected from the database of the Department of Valuation and Services of Malaysia, selected maps and reports. The outcome of this paper shows a strong geographically varying relationship between residential property prices and its determinants in which the residential property price determinants have a positive impact on prices in some areas but negative or no impact on the others. The magnitude of the effect is also found to be geographically varied; the capitalisation in residential property prices is found greater in some areas but less or with no effect in some other parts of the areas. The use of S-GWR technique makes it possible to reveal such geographically varying relationships, thus leading to a better understanding of the relationship between residential property prices and its determinants.

Suggested Citation

  • Dziauddin Mohd Faris & Ismail Kamarul & Othman Zainudin, 2015. "Analysing the local geography of the relationship between residential property prices and its determinants," Bulletin of Geography. Socio-economic Series, Sciendo, vol. 28(28), pages 21-35, June.
    • Handle: RePEc:vrs:buogeo:v:28:y:2015:i:28:p:21-35:n:2
    DOI: 10.1515/bog-2015-0013
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    References listed on IDEAS

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    1. A S Fotheringham & M E Charlton & C Brunsdon, 1998. "Geographically Weighted Regression: A Natural Evolution of the Expansion Method for Spatial Data Analysis," Environment and Planning A, , vol. 30(11), pages 1905-1927, November.
    2. Jeffrey P. Cohen & Cletus C. Coughlin, 2008. "Spatial Hedonic Models Of Airport Noise, Proximity, And Housing Prices," Journal of Regional Science, Wiley Blackwell, vol. 48(5), pages 859-878, December.
    3. Daniel Baldwin Hess & Tangerine Maria Almeida, 2007. "Impact of Proximity to Light Rail Rapid Transit on Station-area Property Values in Buffalo, New York," Urban Studies, Urban Studies Journal Limited, vol. 44(5-6), pages 1041-1068, May.
    4. Lansford, Notie H., Jr. & Jones, Lonnie L., 1995. "Recreational And Aesthetic Value Of Water Using Hedonic Price Analysis," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 20(2), pages 1-15, December.
    5. Mills, Edwin S. & Simenauer, Ronald, 1996. "New Hedonic Estimates of Regional Constant Quality House Prices," Journal of Urban Economics, Elsevier, vol. 39(2), pages 209-215, March.
    6. Do, A Quang & Grudnitski, Gary, 1995. "Golf Courses and Residential House Prices: An Empirical Examination," The Journal of Real Estate Finance and Economics, Springer, vol. 10(3), pages 261-270, May.
    7. Ohsfeldt, Robert L., 1988. "Implicit markets and the demand for housing characteristics," Regional Science and Urban Economics, Elsevier, vol. 18(3), pages 321-343, August.
    8. Linneman, Peter, 1981. "The demand for residence site characteristics," Journal of Urban Economics, Elsevier, vol. 9(2), pages 129-148, March.
    9. Tyrvainen, Liisa & Miettinen, Antti, 2000. "Property Prices and Urban Forest Amenities," Journal of Environmental Economics and Management, Elsevier, vol. 39(2), pages 205-223, March.
    10. Can, Ayse & Megbolugbe, Isaac, 1997. "Spatial Dependence and House Price Index Construction," The Journal of Real Estate Finance and Economics, Springer, vol. 14(1-2), pages 203-222, Jan.-Marc.
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