Transaction Volume and Price Dispersion in the Presale and Spot Real Estate Markets

  • C. Y. Yiu
  • S. K. Wong
  • K. W. Chau


Noise trading has been intensively studied in finance, but rarely in real estate. Theories of price dispersion have also been well established in retailing research, but less so in real estate. This paper is the first attempt to study the effect of noise trading on price dispersion in the real estate spot and presale (forward) markets. Quality-controlled price dispersion data series are estimated using a sample of transaction data in the housing presale and spot markets in Hong Kong. Our results show that transaction volume has a negative and significant effect on price dispersion in the spot market, but a positive and significant effect in the presale market. These support our conjecture that there are more noise traders in the presale market due to lower transaction costs. The volume effects also provide support for the use of a volume weighted least squares model when constructing a repeat sales index.


Noise trader Price dispersion Trading volume Repeat-sales model 



We would like to thank our disccuant, Jim Shilling for his helpful comments. We are also grateful for comments by Tsur Somerville, S. E. Ong and other participants of the 2007 APRU Symposium on Real Estate Research. We acknowledge the financial support by a HKU CRCG grant (a/c no. 10207240) and the HKU Research Output Prize (a/c no. 10207192)


  1. Baharad, E., & Eden, B. (2004). Price rigidity and price dispersion: evidence from micro data. Review of Economic Dynamics, 7(3), 613–641. doi: 10.1016/ Scholar
  2. Bailey, M. J., Muth, R. F., & Nourse, H. O. (1963). A regression model for real estate price index construction. Journal of the American Statistical Association, 58(304), 933–942. doi: 10.2307/2283324.CrossRefGoogle Scholar
  3. Baye, M., Morgan, J., Scholten, P. (2006). Information, search, and price dispersion. In T. Hendershott (Ed.), Handbooks in Information Systems Volume 1-Economics and Information Systems. Amsterdam: Elsevier, 323–376.Google Scholar
  4. Black, F. (1986). Noise. The Journal of Finance, 41(3), 529–543. doi: 10.2307/2328481.CrossRefGoogle Scholar
  5. Boothe, P. (1988). Exchange rate risk and the bid–ask spread: a seven country comparison. Economic Inquiry, 26, 485–492.CrossRefGoogle Scholar
  6. Borenstein, S., & Rose, N. L. (1994). Competition and price dispersion in the U.S. airline industry. Journal of Political Economy, 102(4), 653–683. doi: 10.1086/261950.CrossRefGoogle Scholar
  7. Burdett, K., & Judd, K. (1983). Equilibrium price dispersion. Econometrica, 51(4), 955–969. doi: 10.2307/1912045.CrossRefGoogle Scholar
  8. Case, K. E., & Shiller, R. J. (1987). Prices of single family homes since 1970: New indexes for four cities. New England Economic Review, Sept./Oct., 45–56.Google Scholar
  9. Case, K. E., & Shiller, R. J. (1989). The efficiency of the market for single-family houses. American Economic Review, 79(1), 125–137.Google Scholar
  10. Chau (2006) Index Construction Method for The University of Hong Kong All Residential Price Index, Versitech Limited, The University of Hong Kong, November 2006, Hong Kong. Available at
  11. Chau, K. W., Wong, S. K., & Yiu, C. Y. (2003). Price discovery function of forward contracts in the real estate market: an empirical test. Journal of Financial Management of Property and Construction, 8(3), 129–137.Google Scholar
  12. Chau, K. W., Wong, S. K., & Yiu, C. Y. (2005a). Adjusting for non-linear age effects in the repeat sales index—an interest rate augmentation approach. Journal of Real Estate Finance and Economics, 31(2), 137–153. doi: 10.1007/s11146-005-1369-6.CrossRefGoogle Scholar
  13. Chau, K. W., Wong, S. K., Yiu, C. Y., & Leung, H. F. (2005b). Real estate price indices in Hong Kong. Journal of Real Estate Literature, 13(3), 337–356.Google Scholar
  14. Chau, K. W., Wong, S. K., & Yiu, C. Y. (2007). Housing quality in the forward contracts market. Journal of Real Estate Finance and Economics, 34, 313–325. doi: 10.1007/s11146-007-9018-x.CrossRefGoogle Scholar
  15. Chordia, T., Roll, R., Subrahmanyam, A. (2001). Common determinants of liquidity and trading, The research foundation of the Association for Investment Management and Research, US.Google Scholar
  16. Dahlby, B., & West, D. (1986). Price dispersion in an automobile market. Journal of Political Economy, 94(2), 418–438. doi: 10.1086/261380.CrossRefGoogle Scholar
  17. De Long, J. B., Shleifer, A., Summers, L. H., & Waldmann, R. J. (1989). The size and incidence of the losses from noise trading. The Journal of Finance, 44(3), 681–696. doi: 10.2307/2328777.CrossRefGoogle Scholar
  18. De Long, J. B., Shleifer, A., Summers, L. H., & Waldmann, R. J. (1990). Noise trader risk in financial markets. Journal of Political Economy, 98(4), 703–738. doi: 10.1086/261703.CrossRefGoogle Scholar
  19. De Long, J. B., Shleifer, A., Summers, L. H., & Waldmann, R. J. (1991). The survival of noise traders in financial markets. The Journal of Business, 64(1), 1–19. doi: 10.1086/296523.CrossRefGoogle Scholar
  20. Diamond, P. (1987). Consumer differences and prices in a search model. Quarterly Journal of Economics, 102(2), 429–436. doi: 10.2307/1885071.CrossRefGoogle Scholar
  21. Diamond, P. (1993). Search, sticky prices, and inflation. Review of Economic Studies, 60(1), 53–68. doi: 10.2307/2297812.CrossRefGoogle Scholar
  22. Ding, D. K. (1999). The determinants of bid–ask spreads in the foreign exchange futures market: a microstructure analysis. The Journal of Futures Markets, 19(3), 307–324. doi: 10.1002/(SICI)1096-9934(199905)19:3<307::AID-FUT4>3.0.CO;2-5.CrossRefGoogle Scholar
  23. Gabriel, S., Marquez, J. S., & Wascher, W. L. (1992). Regional house price dispersion and interregional migration. Journal of Housing Economics, 2(3), 235–256. doi: 10.1016/1051-1377(92)90002-8.CrossRefGoogle Scholar
  24. Garbade, K. D., & Silber, W. L. (1976). Price dispersion in the government securities market. The Journal of Political Economy, 84(4), 721–740 Part 1.CrossRefGoogle Scholar
  25. Garbade, K. D., Pomrenze, J. L., & Silber, W. L. (1979). On the information content of prices. American Economic Review, 69(1), 50–59.Google Scholar
  26. Glosten, L. R., & Milgrom, P. (1985). Bid, ask, and transaction prices in a specialist market with heterogeneously informed agents. Journal of Financial Economics, 14, 71–100. doi: 10.1016/0304-405X(85)90044-3.CrossRefGoogle Scholar
  27. Goldberg, P. (2001). The evolution of price dispersion in the European car market. Review of Economic Studies, 68(4), 811–848. doi: 10.1111/1467-937X.00191.CrossRefGoogle Scholar
  28. Grossman, S. J. (1977). The existence of futures markets, noisy rational expectations and informational externalities. The Review of Economic Studies, 44(3), 431–449. doi: 10.2307/2296900.CrossRefGoogle Scholar
  29. Grossman, S. J., & Stiglitz, J. E. (1976). Information and competitive price systems. American Economic Review Proceedings, 66, 246–253 May.Google Scholar
  30. Grossman, S. J., & Stiglitz, J. E. (1980). On the impossibility of informationally efficient markets. American Economic Review, 70(3), 393–408.Google Scholar
  31. Gu, B., & Hitt, L. M. (2001). Transaction costs and market efficiency. Proceedings of the 22nd International Conference on Information Systems. LA: New Orleans.Google Scholar
  32. Haller, A., & Stoll, H. (1989). Market structure and transaction costs: Implied spreads in the German stock market. Journal of Banking and Finance, 13, 697–708. doi: 10.1016/0378-4266(89)90038-1.CrossRefGoogle Scholar
  33. Kyle, A. S. (1985). Continuous auctions and insider trading. Econometrica, 53(Nov), 1315–1336. doi: 10.2307/1913210.CrossRefGoogle Scholar
  34. Leung, C. K. Y., Leong, Y. C. F., & Wong, S. K. (2006). Housing price dispersion: an empirical investigation. Journal of Real Estate Finance and Economics, 32(3), 357–385. doi: 10.1007/s11146-006-6806-7.CrossRefGoogle Scholar
  35. McInish, T., & Wood, R. (1992). An analysis of intraday patterns in bid/ask spreads for NYSE stocks. Journal of Finance, 47, 753–764. doi: 10.2307/2329122.CrossRefGoogle Scholar
  36. Ohlson, J. A., & Penman, S. H. (1985). Volatility increases subsequent to stock splits: an empirical aberration. Journal of Financial Economics, 14, 251–266. doi: 10.1016/0304-405X(85)90017-0.CrossRefGoogle Scholar
  37. Pagano, M., & Röell, A. (1996). Transparency and liquidity: a comparison of auction and dealer markets with informed trading. Journal of Finance, 51(2), 579–611. doi: 10.2307/2329372.CrossRefGoogle Scholar
  38. Rauh, M. (2001). Heterogeneous beliefs, price dispersion, and welfare-improving price controls. Economic Theory, 18, 577–603. doi: 10.1007/PL00004198.CrossRefGoogle Scholar
  39. Read, C. (1991). A price dispersion equilibrium in a spatially differentiated housing market with search cost. American Real Estate and Urban Economics Association Journal, 19(4), 532–547. doi: 10.1111/1540-6229.00566.CrossRefGoogle Scholar
  40. Reinganum, J. (1979). A simple model of equilibrium price dispersion. Journal of Political Economy, 87(4), 851–858. doi: 10.1086/260796.CrossRefGoogle Scholar
  41. Salop, S., & Stiglitz, J. (1977). Bargains and ripoffs: a model of monopolistically competitive price dispersion. Review of Economic Studies, 44, 493–510. doi: 10.2307/2296903.CrossRefGoogle Scholar
  42. Salop, S., & Stiglitz, J. E. (1985). Equilibrium price dispersion. the theory of sales: a simple model of equilibrium price dispersion with identical agents. American Economic Review, 72(5), 1191–1194.Google Scholar
  43. Shefrin, H., & Statman, M. (1994). Behavioral captial asset pricing theory. The Journal of Financial and Quantitative Analysis, 29(3), 323–349. doi: 10.2307/2331334.CrossRefGoogle Scholar
  44. Sorensen, A. (2000). Equilibrium price dispersion in retail markets for prescription drugs. Journal of Political Economy, 108(4), 833–850. doi: 10.1086/316103.CrossRefGoogle Scholar
  45. Stigler, G. J. (1961). The economics of information. Journal of Political Economy, 69(3), 213–225. doi: 10.1086/258464.CrossRefGoogle Scholar
  46. Tobin, J. (1978). A proposal for international monetary reform. Eastern Economic Journal, 4(3/4), 153–159.Google Scholar
  47. Verrecchia, R. E. (1982). Information acquisition in a noisy rational expectations economy. Econometrica, 50(6), 1415–1430.CrossRefGoogle Scholar
  48. Wong, S. K., Yiu, C. Y., Tse, M. K. S., & Chau, K. W. (2006). Do the forward sales of real estate stabilize spot prices? Journal of Real Estate Finance and Economics, 32(3), 289–304. doi: 10.1007/s11146-006-6803-x.CrossRefGoogle Scholar
  49. Wong, S. K., Yiu, C. Y., & Chau, K. W. (2007). Volatility transmission in the real estate spot and forward markets. Journal of Real Estate Finance and Economics, 35, 281–293. doi: 10.1007/s11146-007-9037-7.CrossRefGoogle Scholar
  50. Yiu, C. Y., Hui, E. C. M., & Wong, S. K. (2005). Lead–lag relationship between the Real Estate Spot and Forward Contract Markets. Journal of Real Estate Portfolio Management, 11(3), 253–262.Google Scholar
  51. Yiu, C. Y., Tam, C. S., & Lee, P. Y. (2006). Volume-related heteroskedasticity and liquidity premium in hedonic pricing model. Journal of Property Research, 23(1), 39–51. doi: 10.1080/09599910600748634.CrossRefGoogle Scholar
  52. Yiu, C. Y., Wong, S. K., & Chau, K. W. (2004). A pre-sale price index of housing in Hong Kong. The Hong Kong Surveyors, 15(1), 12–15 July.Google Scholar
  53. Yiu, C. Y., Wong, S. K., Man, K. F. (2007a). Price dispersion and trading volume in housing markets, Discussion Paper, Department of Real Estate and Construction, The University of Hong Kong.Google Scholar
  54. Yiu, C. Y., Chau, K. W., Wong, S. K. (2007b). A model of volume-based weighted least squares of repeat-sales price index of housing, Discussion Paper, Department of Real Estate and Construction, The University of Hong Kong, 2007.Google Scholar

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© Springer Science+Business Media, LLC 2008

Authors and Affiliations

  1. 1.Department of Real Estate and ConstructionThe University of Hong KongPokfulamHong Kong

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