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Exploring Spatial Dynamics with Land Price Indexes

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  • Jamie Spinney
  • Pavlos Kanaroglou
  • Darren Scott

Abstract

The purpose of this study is to explore the within-region spatial dynamics of appreciation and depreciation rates using three different representations of geographical space. Mean value indexing methods are used to construct global land price indexes, sub-market land price indexes and local land price indexes using transaction price data for vacant residential land within the City of Hamilton, Ontario, between 1995 and 2003. The results are validated against Statistics Canada’s series of New Housing Price Indexes, followed by a comparison of the relative performance of the three geographical representations of land price indexes. The results indicate that the mean value indexing methods are robust, although subject to outliers and sample selection bias, and clearly illustrate the spatial dynamics of annual appreciation and depreciation rates across the study area. The results also underscore the need for regular surveillance of the spatial dynamics of urban land markets.

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  • Jamie Spinney & Pavlos Kanaroglou & Darren Scott, 2011. "Exploring Spatial Dynamics with Land Price Indexes," Urban Studies, Urban Studies Journal Limited, vol. 48(4), pages 719-735, March.
  • Handle: RePEc:sae:urbstu:v:48:y:2011:i:4:p:719-735
    DOI: 10.1177/0042098009360689
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    1. Joe Peek & James A. Wilcox, 1991. "The Measurement and Determinants of Single‐Family House Prices," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 19(3), pages 353-382, September.
    2. Case, Karl E. & Mayer, Christopher J., 1996. "Housing price dynamics within a metropolitan area," Regional Science and Urban Economics, Elsevier, vol. 26(3-4), pages 387-407, June.
    3. Colwell, Peter F. & Munneke, Henry J., 1997. "The Structure of Urban Land Prices," Journal of Urban Economics, Elsevier, vol. 41(3), pages 321-336, May.
    4. Cheshire, Paul & Sheppard, Stephen, 1998. "Estimating the Demand for Housing, Land, and Neighbourhood Characteristics," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 60(3), pages 357-382, August.
    5. Allan Din & Martin Hoesli & Andre Bender, 2001. "Environmental Variables and Real Estate Prices," Urban Studies, Urban Studies Journal Limited, vol. 38(11), pages 1989-2000, October.
    6. Paul Cheshire & Stephen Sheppard, 2005. "Introducing Price Signals into Land Use Planning Decision-making - a Proposal," ERSA conference papers ersa05p42, European Regional Science Association.
    7. Davis, Morris A. & Heathcote, Jonathan, 2007. "The price and quantity of residential land in the United States," Journal of Monetary Economics, Elsevier, vol. 54(8), pages 2595-2620, November.
    8. Bradford Case & John Clapp & Robin Dubin & Mauricio Rodriguez, 2004. "Modeling Spatial and Temporal House Price Patterns: A Comparison of Four Models," The Journal of Real Estate Finance and Economics, Springer, vol. 29(2), pages 167-191, September.
    9. Crone, Theodore M. & Voith, Richard P., 1992. "Estimating house price appreciation: A comparison of methods," Journal of Housing Economics, Elsevier, vol. 2(4), pages 324-338, December.
    10. Timothy J. Fik & David C. Ling & Gordon F. Mulligan, 2003. "Modeling Spatial Variation in Housing Prices: A Variable Interaction Approach," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 31(4), pages 623-646, December.
    11. Tomoki Nakaya, 2000. "An Information Statistical Approach to the Modifiable Areal Unit Problem in Incidence Rate Maps," Environment and Planning A, , vol. 32(1), pages 91-109, January.
    12. repec:arz:wpaper:eres2008-111 is not listed on IDEAS
    13. Jorge Chica-Olmo, 2007. "Prediction of Housing Location Price by a Multivariate Spatial Method: Cokriging," Journal of Real Estate Research, American Real Estate Society, vol. 29(1), pages 95-114.
    14. Schnare, Ann B. & Struyk, Raymond J., 1976. "Segmentation in urban housing markets," Journal of Urban Economics, Elsevier, vol. 3(2), pages 146-166, April.
    15. Paul Cheshire & Stephen Sheppard, 2005. "The Introduction of Price Signals into Land Use Planning Decision-making: A Proposal," Urban Studies, Urban Studies Journal Limited, vol. 42(4), pages 647-663, April.
    16. Can, Ayse, 1992. "Specification and estimation of hedonic housing price models," Regional Science and Urban Economics, Elsevier, vol. 22(3), pages 453-474, September.
    17. Allen C. Goodman & Thomas G. Thibodeau, 1998. "Dwelling Age Heteroskedasticity in Repeat Sales House Price Equations," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 26(1), pages 151-171, March.
    18. Jerry Hembd & JCraig L. Infanger, 1981. "An Application of Trend Surface Analysis to a Rural-Urban Land Market," Land Economics, University of Wisconsin Press, vol. 57(3), pages 303-322.
    19. Clapp, John M & Giaccotto, Carmelo, 1992. "Estimating Price Trends for Residential Property: A Comparison of Repeat Sales and Assessed Value Methods," The Journal of Real Estate Finance and Economics, Springer, vol. 5(4), pages 357-374, December.
    20. John M. Clapp, 1990. "A Methodology for Constructing Vacant Land Price Indices," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 18(3), pages 274-293, September.
    21. Theron R. Nelson & Joseph Rabianski, 1988. "Consumer Preferences in Housing Market Analysis: An Application of Multidimensional Scaling Techniques," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 16(2), pages 138-159, June.
    22. Donald R. Haurin & Patric H. Hendershott, 1991. "House Price Indexes: Issues and Results," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 19(3), pages 259-269, September.
    23. Andrey D. Pavlov, 2000. "Space-Varying Regression Coefficients: A Semi-parametric Approach Applied to Real Estate Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 28(2), pages 249-283.
    24. Chengri Ding & Robert Simons & Esmail Baku, 2000. "The Effect of Residential Investment on Nearby Property Values: Evidence from Cleveland, Ohio," Journal of Real Estate Research, American Real Estate Society, vol. 19(1), pages 23-48.
    25. Rothenberg, Jerome & Galster, George C. & Butler, Richard V. & Pitkin, John R., 1991. "The Maze of Urban Housing Markets," University of Chicago Press Economics Books, University of Chicago Press, number 9780226729510, September.
    26. Thomas G. Thibodeau, 2003. "Marking Single-Family Property Values to Market," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 31(1), pages 1-22, March.
    27. Bradford Case & Henry O. Pollakowski & Susan M. Wachter, 1991. "On Choosing Among House Price Index Methodologies," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 19(3), pages 286-307, September.
    28. Carl Parker III, 1981. "Trend Surface and the Spatio-Temporal Analysis of Residential Land-Use Intensity and Household Housing Expenditure," Land Economics, University of Wisconsin Press, vol. 57(3), pages 323-337.
    29. Steven C. Bourassa & Eva Cantoni & Martin Hoesli, 2008. "Predicting House Prices with Spatial Dependence: Impacts of Alternative Submarket Definitions," Swiss Finance Institute Research Paper Series 08-01, Swiss Finance Institute.
    30. Jonathan H. Mark & Michael A. Goldberg, 1984. "Alternative Housing Price Indices: An Evaluation," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 12(1), pages 30-49, March.
    31. Brent C Smith, 2004. "Economic Depreciation of Residential Real Estate: Microlevel Space and Time Analysis," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 32(1), pages 161-180, March.
    32. John M. Clapp, 2004. "A Semiparametric Method for Estimating Local House Price Indices," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 32(1), pages 127-160, March.
    33. Ricardo, David, 1821. "On the Principles of Political Economy and Taxation," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, edition 3, number ricardo1821.
    34. McMillen, Daniel P., 2003. "The return of centralization to Chicago: using repeat sales to identify changes in house price distance gradients," Regional Science and Urban Economics, Elsevier, vol. 33(3), pages 287-304, May.
    35. N. Edward Coulson & Daniel P. McMillen, 2007. "The Dynamics of Intraurban Quantile House Price Indexes," Urban Studies, Urban Studies Journal Limited, vol. 44(8), pages 1517-1537, July.
    36. John M. Clapp & Carmelo Giaccotto & Dogan Tirtiroglu, 1991. "Housing Price Indices Based on All Transactions Compared to Repeat Subsamples," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 19(3), pages 270-285, September.
    37. Richard Meese & Nancy Wallace, 1991. "Nonparametric Estimation of Dynamic Hedonic Price Models and the Construction of Residential Housing Price Indices," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 19(3), pages 308-332, September.
    38. Gatzlaff Dean H. & Ling David C., 1994. "Measuring Changes in Local House Prices: An Empirical Investigation of Alternative Methodologies," Journal of Urban Economics, Elsevier, vol. 35(2), pages 221-244, March.
    39. Dubin, Robin A., 1992. "Spatial autocorrelation and neighborhood quality," Regional Science and Urban Economics, Elsevier, vol. 22(3), pages 433-452, September.
    40. Yan Kestens & Marius Thériault & François Des Rosiers, 2006. "Heterogeneity in hedonic modelling of house prices: looking at buyers’ household profiles," Journal of Geographical Systems, Springer, vol. 8(1), pages 61-96, March.
    41. Bourassa, Steven C. & Hoesli, Martin & Peng, Vincent S., 2003. "Do housing submarkets really matter?," Journal of Housing Economics, Elsevier, vol. 12(1), pages 12-28, March.
    42. McMillen, Daniel P., 1996. "One Hundred Fifty Years of Land Values in Chicago: A Nonparametric Approach," Journal of Urban Economics, Elsevier, vol. 40(1), pages 100-124, July.
    43. Jorge Chica Olmo, 1995. "Spatial Estimation of Housing Prices and Locational Rents," Urban Studies, Urban Studies Journal Limited, vol. 32(8), pages 1331-1344, August.
    44. 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.
    45. McMillen, Daniel P. & McDonald, John F., 1991. "Urban land value functions with endogenous zoning," Journal of Urban Economics, Elsevier, vol. 29(1), pages 14-27, January.
    46. Cano-Guervos, Rafael & Chica-Olmo, Jorge & Hermoso-Gutierrez, Jose A, 2003. "A Geo-Statistical Method to Define Districts within a City," The Journal of Real Estate Finance and Economics, Springer, vol. 27(1), pages 61-85, July.
    47. Colwell, Peter F, 1998. "A Primer on Piecewise Parabolic Multiple Regression Analysis via Estimations of Chicago CBD Land Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 87-97, July.
    48. Pace, R Kelley & Gilley, Otis W, 1997. "Using the Spatial Configuration of the Data to Improve Estimation," The Journal of Real Estate Finance and Economics, Springer, vol. 14(3), pages 333-340, May.
    49. Case, Anne, 1992. "Neighborhood influence and technological change," Regional Science and Urban Economics, Elsevier, vol. 22(3), pages 491-508, September.
    50. Peter F. Colwell & C. F. Sirmans, 1978. "Area, Time, Centrality and the Value of Urban Land," Land Economics, University of Wisconsin Press, vol. 54(4), pages 514-519.
    51. Meese, Richard A & Wallace, Nancy E, 1997. "The Construction of Residential Housing Price Indices: A Comparison of Repeat-Sales, Hedonic-Regression and Hybrid Approaches," The Journal of Real Estate Finance and Economics, Springer, vol. 14(1-2), pages 51-73, Jan.-Marc.
    52. Goodman, Allen C. & Kawai, Masahiro, 1982. "Permanent income, hedonic prices, and demand for housing: New evidence," Journal of Urban Economics, Elsevier, vol. 12(2), pages 214-237, September.
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