IDEAS home Printed from https://ideas.repec.org/a/uwp/landec/v78y2002i3p417-425.html
   My bibliography  Save this article

Out of Sight, Out of Mind? Using GIS to Incorporate Visibility in Hedonic Property Value Models

Author

Listed:
  • Robert W. Paterson
  • Kevin J. Boyle

Abstract

This paper uses GIS data to develop variables representing the physical extent and visibility of surrounding land use/cover features in a hedonic model of a rural/suburban residential housing market. Three equations are estimated to determine if views affect property prices and, further, if omission of visibility variables leads to omitted variable biases. To improve efficiency, first-order spatial autoregressive models are estimated. Results indicate that the visibility measures are important determinants of prices and that their exclusion may lead to incorrect conclusions regarding the significance and signs of other environmental variables.

Suggested Citation

  • Robert W. Paterson & Kevin J. Boyle, 2002. "Out of Sight, Out of Mind? Using GIS to Incorporate Visibility in Hedonic Property Value Models," Land Economics, University of Wisconsin Press, vol. 78(3), pages 417-425.
  • Handle: RePEc:uwp:landec:v:78:y:2002:i:3:p:417-425
    as

    Download full text from publisher

    File URL: http://le.uwpress.org/cgi/reprint/78/3/417
    Download Restriction: A subscripton is required to access pdf files. Pay per article is available.
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. P B McLeod, 1984. "The Demand for Local Amenity: An Hedonic Price Analysis," Environment and Planning A, , vol. 16(3), pages 389-400, March.
    3. Lansford, Notie H. & Jones, Lonnie L., 1995. "Marginal Price of Lake Recreation and Aesthetics: An Hedonic Approach," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 27(1), pages 212-223, July.
    4. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
    5. Phil Graves & James C. Murdoch & Mark A. Thayer & Don Waldman, 1988. "The Robustness of Hedonic Price Estimation: Urban Air Quality," Land Economics, University of Wisconsin Press, vol. 64(3), pages 220-233.
    6. Elena G. Irwin & Nancy E. Bockstael, 2001. "The Problem of Identifying Land Use Spillovers: Measuring the Effects of Open Space on Residential Property Values," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(3), pages 698-704.
    7. Katherine A. Kiel, 1995. "Measuring the Impact of the Discovery and Cleaning of Identified Hazardous Waste Sites on House Values," Land Economics, University of Wisconsin Press, vol. 71(4), pages 428-435.
    8. Brent L. Mahan & BStephen Polasky & Richard M. Adams, 2000. "Valuing Urban Wetlands: A Property Price Approach," Land Economics, University of Wisconsin Press, vol. 76(1), pages 100-113.
    9. Guy Garrod & Ken Willis, 1992. "The amenity value of woodland in Great Britain: A comparison of economic estimates," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 2(4), pages 415-434, July.
    10. Mendelsohn, Robert & Hellerstein, Daniel & Huguenin, Michael & Unsworth, Robert & Brazee, Richard, 1992. "Measuring hazardous waste damages with panel models," Journal of Environmental Economics and Management, Elsevier, vol. 22(3), pages 259-271, May.
    11. Palmquist, Raymond B, 1984. "Estimating the Demand for the Characteristics of Housing," The Review of Economics and Statistics, MIT Press, vol. 66(3), pages 394-404, August.
    12. Benson, Earl D & Hansen, Julia L. & Schwartz Jr., Arthur & Smersh, Greg T., 1998. "Pricing Residential Amenities: The Value of a View," The Journal of Real Estate Finance and Economics, Springer, vol. 16(1), pages 55-73, January.
    13. Mark Thayer & Heidi Albers & Morteza Rahmatian, 1992. "The Benefits of Reducing Exposure to Waste Disposal Sites: A Hedonic Housing Value Approach," Journal of Real Estate Research, American Real Estate Society, vol. 7(3), pages 265-282.
    14. Cropper, Maureen L & Deck, Leland B & McConnell, Kenneth E, 1988. "On the Choice of Functional Form for Hedonic Price Functions," The Review of Economics and Statistics, MIT Press, vol. 70(4), pages 668-675, November.
    15. Kohlhase, Janet E., 1991. "The impact of toxic waste sites on housing values," Journal of Urban Economics, Elsevier, vol. 30(1), pages 1-26, July.
    16. Harrison, David Jr. & Rubinfeld, Daniel L., 1978. "Hedonic housing prices and the demand for clean air," Journal of Environmental Economics and Management, Elsevier, vol. 5(1), pages 81-102, March.
    17. Geoghegan, Jacqueline & Wainger, Lisa A. & Bockstael, Nancy E., 1997. "Spatial landscape indices in a hedonic framework: an ecological economics analysis using GIS," Ecological Economics, Elsevier, vol. 23(3), pages 251-264, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ida Ferrara & Stephen McComb & Paul Missios, 2007. "Local Willingness-to-Pay Estimates for the Remediation of the Sydney Tar Ponds in Nova Scotia," Canadian Public Policy, University of Toronto Press, vol. 33(4), pages 441-458, December.
    2. Katherine Kiel, 2006. "Environmental Contamination and House Values," Working Papers 0601, College of the Holy Cross, Department of Economics.
    3. Palmquist, Raymond B., 2006. "Property Value Models," Handbook of Environmental Economics, in: K. G. Mäler & J. R. Vincent (ed.), Handbook of Environmental Economics, edition 1, volume 2, chapter 16, pages 763-819, Elsevier.
    4. Liu, Sezhu & Hite, Diane, 2013. "Measuring the Effect of Green Space on Property Value: An Application of the Hedonic Spatial Quantile Regression," 2013 Annual Meeting, February 2-5, 2013, Orlando, Florida 143045, Southern Agricultural Economics Association.
    5. Rose, Steven K., 1999. "Non-Market Valuation Techniques: The State of the Art," Working Papers 127688, Cornell University, Department of Applied Economics and Management.
    6. Matthew Gnagey & Therese Grijalva, 2018. "The impact of trails on property values: a spatial analysis," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 60(1), pages 73-97, January.
    7. Gawande, Kishore & Jenkins-Smith, Hank, 2001. "Nuclear Waste Transport and Residential Property Values: Estimating the Effects of Perceived Risks," Journal of Environmental Economics and Management, Elsevier, vol. 42(2), pages 207-233, September.
    8. Waltert, Fabian & Schläpfer, Felix, 2010. "Landscape amenities and local development: A review of migration, regional economic and hedonic pricing studies," Ecological Economics, Elsevier, vol. 70(2), pages 141-152, December.
    9. Kim, GwanSeon & Schieffer, Jack & Mark, Tyler, 2020. "Do superfund sites affect local property values? Evidence from a spatial hedonic approach," Economic Analysis and Policy, Elsevier, vol. 67(C), pages 15-28.
    10. Kim, GwanSeon & Schieffer, Jack & Mark, Tyler, 2016. "Do Superfund Sites Affect Local Property Values? Evidence from a Spatial Hedonic Approach," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235835, Agricultural and Applied Economics Association.
    11. Brasington, David M. & Hite, Diane, 2005. "Demand for environmental quality: a spatial hedonic analysis," Regional Science and Urban Economics, Elsevier, vol. 35(1), pages 57-82, January.
    12. JunJie Wu & Richard M. Adams & Andrew J. Plantinga, 2004. "Amenities in an Urban Equilibrium Model: Residential Development in Portland, Oregon," Land Economics, University of Wisconsin Press, vol. 80(1), pages 19-32.
    13. Fabian Waltert & Felix Schlaepfer, 2007. "The role of landscape amenities in regional development: a survey of migration, regional economic and hedonic pricing studies," SOI - Working Papers 0710, Socioeconomic Institute - University of Zurich.
    14. Robin R. Jenkins & Elizabeth Kopits & David Simpson, 2006. "Measuring the Social Benefits of EPA Land Cleanup and Reuse Programs," NCEE Working Paper Series 200603, National Center for Environmental Economics, U.S. Environmental Protection Agency, revised Sep 2006.
    15. Abbott, Joshua K. & Klaiber, H. Allen, 2010. "Is all space created equal? Uncovering the relationship between competing land uses in subdivisions," Ecological Economics, Elsevier, vol. 70(2), pages 296-307, December.
    16. Kenneth Y. Chay & Michael Greenstone, 2005. "Does Air Quality Matter? Evidence from the Housing Market," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 376-424, April.
    17. David M. Brasington & Diane Hite, 2005. "Demand for Environmental Quality: A Spatial Hedonic Approach," Departmental Working Papers 2005-08, Department of Economics, Louisiana State University.
    18. Katz, G. & Colby, Bonnie G. & Osgood, Daniel E. & Bark-Hodgins, Rosalind H. & Stromberg, J., 2005. "Do Homebuyers Care about the 'Quality' of Natural Habitats?," 2005 Annual meeting, July 24-27, Providence, RI 19283, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    19. Walpole, Sandra C. & Lockwood, Michael, 1999. "Influence of remnant native vegetation on rural land values: a hedonic pricing application," 1999 Conference (43th), January 20-22, 1999, Christchurch, New Zealand 125032, Australian Agricultural and Resource Economics Society.
    20. Gawande, Kishore & Jenkins-Smith, Hank & Yuan, May, 2013. "The long-run impact of nuclear waste shipments on the property market: Evidence from a quasi-experiment," Journal of Environmental Economics and Management, Elsevier, vol. 65(1), pages 56-73.

    More about this item

    JEL classification:

    • Q21 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Demand and Supply; Prices

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:uwp:landec:v:78:y:2002:i:3:p:417-425. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: http://le.uwpress.org/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.