Modelling the Commercial Property Market: An Empirical Study of the Singapore Office Market
Author/s: N G Boon Foo, David Higgins
Date Published: 1/01/2007
Published in: Volume 13 - 2007 Issue 2 (pages 176 - 193)
Abstract
This paper disentangles the complexities of the commercial real estate market and provides a clear structure to understand the key determinants driving property market performance. There is a preference for using GDP, unemployment rate, and office (FIRE) employment as the main determinants of the space market (demand side); office floor stock, construction orders and vacancy rate (especially in the United States) as the property market (supply side) determinants in the office market. A regression model for Singapore’s office property market for the period from June 1992 to December 2005 was constructed. The office rent equation was able to account for 72 per cent of variation in gross rent for the period June 1992 to December 2005. Changes in previous year vacancy rates, contemporaneous construction costs, prime lending rate (lagged 6 months) and contemporaneous office sector employment were identified as the key determinants in explaining the variation in office rents in the Central Region of Singapore.Download Full Article
Download the Full Article PDF14445921.2007.11104229.pdf (289kB) |
Keywords
References
- Archer, W. R. & Ling, D. C. 1997, ‘The Three Dimensions of Real Estate Markets: Linking Space, Capital, and Property Markets’, Journal of Real Estate Finance, Fall, pp. 7-14.
- Bond, S. A., Dungey, M. & Fry, R. 2004, ‘A Web of Shocks: Crises across Asian Real Estate Markets’, Proceedings of the 2004 Hong Kong-Singapore International Real Estate Research Symposium, Hong Kong, pp. 326.
- Born, W. L. & Phyrr, S. A. 1994, ‘Real Estate Valuation: The Effect of Market and Property Cycles’, Journal of Real Estate Research, Vol. 9, No. 4, pp. 455-486.
- Chin, H. W. 2003, ‘Macro-economic Factors Affecting Office Rental Values in Southeast Asian Cities: The Case of Singapore. Hong Kong, Taipei. Kuala Lumpur and Bangkok’, Pacific Rims Real Estate Society Conference, Brisbane, Australia.
- Colwell, P. F. & Jackson, C. 2004, ‘Modelling rental changes across key retail investment market in Britain’, Journal of Property Investment and Finance, Vol. 22, No. 5, pp. 354385.
- D’Arcy, E., McGough, T. & Tsolacos, S. 1997a, ‘An empirical investigation of retail rents in five European cities’, Journal of Property Valuation & Investment, Vol. 15, No. 4, pp. 308-314.
- D’Arcy, E., McGough, T. & Tsolacos, S. 1997b, ‘National economic trends, market size and city growth effects on European office rents’, Journal of Property Research, Vol. 14, No. 4, pp. 297-308.
- D’Arcy, E., McGough, T. & Tsolacos, S. 1999, ‘An econometric analysis and forecasts of office rental cycle in the Dublin area’, Journal of Property Research, Vol. 16, No. 4, pp. 309-321.
- De Wit, I. & Van Dijk, R. 2003, ‘The global determinants of direct office real estate returns’, Journal of Real Estate Finance and Economics, Vol. 26, No. 1, pp. 27-45.
- DiPasquale, D., &.Wheaton W. C. 1992, ‘The Markets for Real Estate Assets and Space: A Conceptual Framework’, Journal of the American Real Estate and Urban Economics Association, Summer, No. 20, pp. 181-197.
- Dobson, S. M. & Goddard, J. A. 1992, ‘The Determinants of Commercial Property Prices and Rents’, Bulletin of Economic Research, Vol. 44, No. 4, pp. 301.
- Fisher, J. D., Wilson, S. H. & Wurtzebach., C. H. 1993, ‘Equilibrium in Commercial Real Estate Market: Linking Space and Capital Markets’, Journal of Portfolio Management, Summer, pp. 101-107.
- Frew, J. & Jud, G. 1988, ‘The vacancy rate and rent levels in the commercial office market’, Journal of Real Estate Research, Vol. 3, No.1, pp.1-8.
- Gardiner, C. & Henneberry, J. 1988, ‘The development of a simple regional office rent prediction model’, Journal of Valuation, Vol.7, No.1, pp.36-52.
- Giliberto, M. 1998, ‘Linking space, property and capital markets’, Property Council of Australia Investment Series, Sydney.
- Giussani, B., Hsia, M. & Tsolacos, S. 1993, ‘A comparative analysis major determinants of office rental values in Europe’, Journal of Property Valuation & Investment, Vol.11, pp.157-173.
- Glascock, J., Jahanian, S. & Sirmans, C. 1990, ‘An analysis of the office market rents: some empirical evidence’, AREUEA, Vol.18, No.1, pp.105-119.
- Hekman, J. 1985, ‘Rental price adjustment and investment in the office market’, AREUEA, Vol.13, No.1, pp.31-47.
- Hendershott, P. 1995, ‘Real effective rent determination: evidence from the Sydney office market’, Journal of Property Research, Vol.12, pp.127-135.
- Hendershott, P., Lizieri, C. & Matysiak, G. 1998, ‘The working of the London office market: model estimation and simulation’, Real Estate Research Institute, WP-63.
- Higgins, D. 2000, The Determinants of Commercial Property Market Performance, Unpublished PHD, University of Technology, Sydney, Sydney.
- Matysiak, G. & Tsolacos, S. 2003, ‘Identifying short-term leading indicators for real estate rental performance’, Journal of Property Investment & Finance, Vol. 21, No. 3, pp. 212232.
- McGough, T. & Tsolacos, S. 1999, ‘Interactions within the office market cycle in Great Britain’, Journal of Real Estate Research, Vol. 18, No. 1, pp. 219-231.
- Parker, D., MacFarlane, J., Peng, V. & Murray, J. 2003, ‘Forecasting Property Market Cycles: An Application of the RICS Model to the Sydney CBD Office Market’, Journal of Financial Management of Property and Construction, Vol. 8, No. 3, pp. 179-191.
- RICS 1994, Understanding the Property Cycles, RICS, London.
- Robertson, M. & Jones, C. 1999, ‘A cross-sectional model of rents in urban retail centres’, Journal of Property Research, Vol. 16, No. 1, pp. 51-66.
- Rosen, K. 1984, ‘Toward a model of the office building sector’, AREUEA, Vol.12, No.3, pp.261-269.
- Shilling, J., Sirmans, C. & Corgel, J. 1987, ‘Price adjustment process for rental office space’, Journal of Urban Economics, Vol. 22, pp. 90-118.
- Sirmans, C. & Guidry, K. A. 1992, ‘The determinants of shopping centre rents’, Journal of Real Estate Research, Vol. 8, No. 1, pp. 107-115.
- Sivitanides, P. S. 1997, ‘The rent adjustment process and the structural vacancy rate in the commercial real estate market’, Journal of Real Estate Research, Vol. 13, No. 2, pp. 195.
- Sliver, M. & Goode, M. 1990, ‘Econometric forecasting model for rents in the British retail property market’, OMEGA International Journal of Management Science, Vol. 18, No. 5, pp. 529-539.
- Stevenson, S. & McGrath, O. 2003, ‘A comparison of alternative rental forecasting models: empirical tests on the London office market’, Journal of Property Research, Vol. 20, No. 3, pp. 235-260.
- Urban Redevelopment Authority. 2004c, Property Market Information: Technical Notes, Urban Redevelopment Authority, viewed 10 May 2004, <http://www.ura.gov.sg/real_estate/technical.html>.
- Urban Redevelopment Authority. 2004d, Real Estate Information System, URA, viewed December 2004.
- Urban Redevelopment Authority. 2005a, Development Guide Plans, URA, viewed 5 June 2005, <http://www.ura.gov.sg/dgp_reports/lib-dgp_report.html#map>.
- Wheaton, W. 1987, ‘The cyclic behaviour of the national office market’, AREUEA, Vol. 15, No. 4, pp. 281-299.
- Wheaton, W. & Torto, R. 1988, ‘Vacancy rates and the future of office rents’, AREUEA, Vol.16, No.4, pp.430-436.
- Wheaton, W. & Torto, R. 1995, ‘Office rent indices and their behaviour over time’, Journal of Urban Economics, Vol.8, pp. 281-299.
- Wheaton, W., Torto, R. & Evans, P. 1997, ‘The cyclical behaviour of the Greater London office market’, Journal ofReal Estate Finance and Economics, Vol.15, No.1, pp.77-92.
- Wheaton, W. C. 1999, ‘Real estate “cycles”: Some fundamentals’, Real Estate Economics, Vol. 27, No. 2, pp. 209.
- Wurtzebach, C. H., Mueller, G. R. & Machi, D. 1991, ‘The impact of inflation and vacancy of real estate returns’, Journal of Real Estate Research, Vol. 6, No. 2, pp. 153168.