Modelling of property market: the structural and locational attributes towards Malaysian properties

Author/s: Kenn Jhun Kam, Shi Yi Chuah, Tze Shwan Lim, Fuey Lin Ang

Date Published: 1/09/2016

Published in: Volume 22 - 2016 Issue 3 (pages 203 - 216)

Abstract

House acts as a basic shelter icon for all mankind. In recent years, property value has never stopped receiving attention in the market and has remained the topic of discussion and research on reputable property platforms and all around the world. Residential properties in Malaysia experienced significant appreciation in recent years and this creates anxiety among people. The real factors behind the tremendous rise of property prices in Malaysia however, are yet to be discovered. Structural and locational attributes are frequently discussed and have received uncountable attentions from the whole nation. This study intends to ascertain the factors affecting the property prices. The area of study comprised double storey terrace houses in Mukim Rawang, Selangor, Malaysia. Documentary analysis is conducted in this research with the real transaction data collected from JPPH. Using the regression analysis, various factors were included in the models to capture the particular effects on property values. In particular, built-up area is the most significant structural attribute; whereas shopping centre is the most significant locational attribute in determining the property prices. This paper serves as a guide for the developers and house buyers in decision-making for development and investments.

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Keywords

Investment - Property - Property Price - Property Value - Transaction Data

References

  • Aziz, W. N. A. W. A.Hanif, N. R.Singaravello, K. (2011) Affordable housing within the middle income households in Malaysia: Challenge to enter homeownership, Australian Journal of Basic & Applied Sciences. 5, p:258-267. Australian Journal of Basic & Applied Sciences.
  • Babawale, G. K.Adewunmi, Y. (2011) The Impact of neighbourhood churches on house prices, Journal of Sustainable Development. 4, p:246-253. Journal of Sustainable Development.
  • Basu, S.Thibodeau, T. G. (1998) Analysis of spatial autocorrelation in house prices, The Journal of Real Estate Finance and Economics. 17, p:61-85. The Journal of Real Estate Finance and Economics. Retrieved from http://dx.doi.org/10.1023/A:1007703229507
  • Bello, M. O.Bello, V. A. (2007) The influence of consumers behavior on the variables determining residential property values in Lagos, Nigeria. American Journal of Applied Sciences. 4, p:774-778. Nigeria. American Journal of Applied Sciences.
  • Black, S. E. (1999) Do better schools matter? Parental valuation of elementary education, Quarterly Journal of Economics. 114, –. doi:p:577-599. Quarterly Journal of Economics.
  • Chau, K. W.Chin, T. L. (2002) A critical review of the literature on the hedonic pricing model and its application to the housing market in Penang. The seventh Asian Real Estate Society Conference. A critical review of the literature on the hedonic pricing model and its application to the housing market in Penang. Retrieved from http://papers.ssrn.com/abstract=2073594
  • Chay, K. Y.Greenstone, M. (1998) Does air quality matter? Evidence from the housing market, Journal of Political Economy. 113, p:376-424. Journal of Political Economy. Retrieved from http://www.nber.org/papers/w6826
  • Chee, S.-L. (2013) Rawang property boom spreads towards Tasik Puteri, The Star. Retrieved fromThe Star. Retrieved from http://www.starproperty.my/index.php/articles/investment/rawang-property-boom-spills-on-to-jalan-tasik-puteri/
  • Chiang, Y.-H.Peng, T.-C.Chang, C.-O. (2015) The nonlinear effect of convenience stores on house prices: A case study of Taipei, Taiwan. Habitat International. 46, p:82-90. Taiwan. Habitat International.
  • Clapp, J. M.Giaccotto, C. (1998) Residential hedonic models: A rational expectations approach to age effects, Journal of Urban Economics. 44, p:415-437. Journal of Urban Economics.
  • Colwell, P.Gujral, S. S.Coley, C. (1985) The impact of a shopping center on the value of surrounding properties Real Estate Issues, Spring/Sum 10, p:35-39.
  • Diaz, R. B. (1999) Impacts of rail transit on property values. APTA 1999 Rapid Transit Conference. , Toronto, pp. –.p:66-73. Impacts of rail transit on property values.
  • Forrest, D.Glen, J.Ward, R. (1996) The impact of a light rail system on the structure of house prices: A hedonic longitudinal study, Journal of Transport Economics and Policy. 30, p:15-29. Journal of Transport Economics and Policy.
  • Ge, X. J.Du, Y. (2007) Main variables influencing residential property values using the entropy method – The case of Auckland. 5th International Structural Engineering and Construction Conference. Shunan, Japan: p:2-21. Main variables influencing residential property values using the entropy method – The case of Auckland.
  • Goodman, A. C.Thibodeau, T. G. (1995) Age-related heteroskedasticity in hedonic house price, Journal of Housing Research. 6, p:25-42. Journal of Housing Research.
  • Hashim, Z. A. (2010) House price and affordability in housing in Malaysia, Akademika. 78, –.p:37-46. Akademika.
  • Iman, A. H. B. H.Hamidi, N.Liew, S. (2009) The effects of environmental disamenities on house prices, Malaysian Journal of Real Estate. 4, p:31-44. Malaysian Journal of Real Estate.
  • Irwin, E. G. (2002) The effects of open space on residential property values, Land Economics. 78, –. doi:p:465-480. Land Economics.
  • Jud, G. D.Watts, J. M. (1981) Schools and housing value, Land Economics. 57, p:459-470. Land Economics.
  • Khoiry, M. A.Tawil, N. M.Hamzah, N.Ani, A. I. C.Sood, S. (2012) Critical factors affecting double storey terrace houses prices in Bandar Baru Bangi, Procedia – Social and Behavioral Sciences. 60, p:562-566. Procedia – Social and Behavioral Sciences.
  • Kilpatrick, J. AThroupe, R. L.Carruthers, J. I.Krause, A. (2007) The impact of transit corridors on residential property values, Journal of Real Estate Research. 29, p:303-320. Journal of Real Estate Research.
  • Lansford, N. H.Jones, L. L. (1995) Marginal price of lake recreation and aesthetics: An hedonic approach, Journal of Agricultural and Applied Economics. 27, p:212-223. Journal of Agricultural and Applied Economics. Retrieved from https://www.uwsp.edu/cnr-ap/UWEXLAKES/Documents/people/economics/47_marginalPriceOfLakeRecreation_lansford_paper.pdf
  • Luttik, J. (2000) The value of trees, water and open space as reflected by house prices in the Netherlands, Landscape and Urban Planning. 48, –. doi:p:161-167. Landscape and Urban Planning.
  • Makinde, O. I.Tokunboh, O. O. (2013) Impact of water view on residential properties house pricing American Real Estate Society Conference Kigali, Rwanda: p:1-6.
  • Mark, L. (2013) The effect of highways on nearby residential property prices in hungary. Budapest:Central European University. The effect of highways on nearby residential property prices in hungary.
  • Matthews, J. W. (2006) The effects of proximity to commercial uses on residential prices. Atlanta, GA:Georgia State University. The effects of proximity to commercial uses on residential prices.
  • Mense, A.Kholodilin, K. A. (2014) Noise expectations and house prices: The reaction of property prices to an airport expansion, The Annals of Regional Science. 52, p:763-797. The Annals of Regional Science.
  • Moorthy, R.Jeronn, N. (2014) Public transportation effect on the rising of property prices in MalaysiA correlation study of MRT project, Review of Integrative Business & Economics Research. 3, p:350-357. Review of Integrative Business & Economics Research.
  • National Property Information Centre. (2014a) Gambaran Keseluruhan Overview Overview 34. Kuala Lumpur: Retrieved fromGambaran Keseluruhan Overview Overview 34. Retrieved from http://napic.jpph.gov.my/portal
  • National Property Information Centre. (2014b) Key data property market report. Kuala Lumpur: Retrieved fromKey data property market report. Retrieved from http://napic.jpph.gov.my/portal
  • Nelson, J. P. (1982) Highway noise and property values, Journal of Transport Economics and Policy. 16, –.p:117-138. Journal of Transport Economics and Policy.
  • Oloke, O. C.Simon, F. R.Adesulu, A. F. (2013) An examination of the factors affecting residential property values in magodo neighbourhood, Lagos State, International Journal of Economy, Management and Social Sciences. 2, p:639-643. International Journal of Economy, Management and Social Sciences.
  • Ong, T. S. (2013) Factors affecting the price of housing in Malaysia, Journal of Emerging Issues in Economics, Finance and Banking. 1, –.p:414-429. Journal of Emerging Issues in Economics, Finance and Banking.
  • Ooi, J. T. L.Le, T. T. T.Lee, N.-J. (2014) The impact of construction quality on house prices, Journal of Housing Economics. 26, p:126-138. Journal of Housing Economics.
  • Owusu-ansah, A. (2012) Examination of the determinants of housing values in urban Ghana and implications for policy makers. African Real Estate Society Conference. , pp. –.p:1-16. Examination of the determinants of housing values in urban Ghana and implications for policy makers.
  • Pallant, J. (2005) Spss survival manual. Retrieved fromAllen & Unwin. Spss survival manual. Retrieved from http://www.academia.dk/BiologiskAntropologi/Epidemiologi/PDF/SPSS_Survival_Manual_Ver12.pdf
  • Pashardes, P.Savva, C. S. (2009) Factors affecting house prices in Cyprus: 1988–2008, Cyprus Economic Policy Review. 3, p:3-25. Cyprus Economic Policy Review.
  • Reibel, M.Chernobai, E.Carney, M. (2008) House price change and highway construction: Spatial and temporal heterogeneity. American Real Estate Society Conference. South Carolina: p:1-20. House price change and highway construction: Spatial and temporal heterogeneity.
  • Rosiers, F. DesLagana, A.Thériault, M.Beaudoin, M. (1996) Shopping centres and house values: An empirical investigation, Journal of Property Valuation and Investment. 14, p:41-62. Journal of Property Valuation and Investment.
  • Sale, M. (2015) The impact of a shopping center on the value of adjacent residential properties. (2015). (ERSA Working paper 518). Retrieved fromThe impact of a shopping center on the value of adjacent residential properties. Retrieved from http://www.cre.org/memberdata/pdfs/Shopping_Center_1985.pdf
  • Sirmans, S.Macpherson, D.Zietz, E. (2005) The composition of hedonic pricing models, Journal of Real Estate Literature. 13(1), p:1-44. Journal of Real Estate Literature.
  • Sirpal, R. (1994) Empirical modeling of the relative impact of varios sizes of shopping centers on the value of surrounding residential properties, The Journal of Real Estate Research. 9, –.p:487-505. The Journal of Real Estate Research.
  • Thorsnes, P. (2002) The value of a suburban forest preserve: Estimates from sales of vacant residential building lots, Land Economics. 78, –. doi:p:426-441. Land Economics.
  • Tse, R. Y. C.Love, P. E. D. (2000) Measuring residential property values in Hong Kong, Property Management. 18, p:366-374. Property Management.
  • Tyrväinen, L.Miettinen, A. (2000) Property prices and urban forest amenities, Journal of Environmental Economics and Management. 39, p:205-223. Journal of Environmental Economics and Management.
  • Waddell, P.Berry, B. J. L.Hoch, I. (1993) Residential property–values in a multinodal urban area – New evidence on the implicit price of location, Journal of Real Estate Finance and Economics. 7, p:117-141. Journal of Real Estate Finance and Economics.
  • White, E. M.Leefers, L. A. (2007) Influence of natural amenities on residential property values in a rural setting, Society & Natural Resources. 20, p:659-667. Society & Natural Resources.
  • Williams, G. (1990) The effects of Mass Rapid Transit (MRT) systems on land values, Journal of Valuation. 8, –.p:7-23. Journal of Valuation.
  • Yang, C.-H.Sue, S.-H. (2011) The impacts of property price in YIMBY and NIMBY facilities, Journal of Housing Studies (Taiwan). 20, p:61-80. Journal of Housing Studies (Taiwan).