IDEAS home Printed from https://ideas.repec.org/a/eee/forpol/v83y2017icp29-35.html
   My bibliography  Save this article

Demand for urban tree cover: A two-stage hedonic price analysis in California

Author

Listed:
  • Mei, Yingdan
  • Hite, Diane
  • Sohngen, Brent

Abstract

This research seeks to use extensive home sale and socioeconomic data, coupled with urban tree cover data to identify the influence of urban trees on house values, estimate the demand for urban trees and ultimately calculate the welfare change of forest loss in California, with a two-stage hedonic price model. In the first stage model, we detected spatial dependence using the Lagrange-Multiplier Robust tests and found significant spatial correlations in house prices for each of five California counties. Our identification strategy relies on flexibly controlling for unobserved spatial effects by using the Spatial Lag Model (SAR) to get consistent estimates of urban tree cover. The SAR model solves the problem by establishing the spatial weight matrix to incorporate the neighboring house price. In the second stage, we then used market segmentation to identify the demand parameters by collecting data from five geographic markets, assuming that residents in each market share common preference structures. Consequently, the first-stage analysis provides evidence of positive effect of tree cover on home values, which is robust with different specifications. We further found that the estimated own price elasticity of demand for tree cover within each parcel was −0.075, suggesting an inelastic demand curve.

Suggested Citation

  • Mei, Yingdan & Hite, Diane & Sohngen, Brent, 2017. "Demand for urban tree cover: A two-stage hedonic price analysis in California," Forest Policy and Economics, Elsevier, vol. 83(C), pages 29-35.
  • Handle: RePEc:eee:forpol:v:83:y:2017:i:c:p:29-35
    DOI: 10.1016/j.forpol.2017.05.009
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1389934117301016
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.forpol.2017.05.009?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    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. Stephen Gibbons & Henry G. Overman, 2012. "Mostly Pointless Spatial Econometrics?," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 172-191, May.
    2. Daniel P. McMillen, 2010. "Issues In Spatial Data Analysis," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 119-141, February.
    3. Jeffrey E. Zabel & Katherine A. Kiel, 2000. "Estimating the Demand for Air Quality in Four U.S. Cities," Land Economics, University of Wisconsin Press, vol. 76(2), pages 174-194.
    4. Stanislav Stakhovych & Tammo H.A. Bijmolt, 2009. "Specification of spatial models: A simulation study on weights matrices," Papers in Regional Science, Wiley Blackwell, vol. 88(2), pages 389-408, June.
    5. Kahn, Shulamit & Lang, Kevin, 1988. "Efficient Estimation of Structural Hedonic Systems," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 29(1), pages 157-166, February.
    6. 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.
    7. Sander, Heather & Polasky, Stephen & Haight, Robert G., 2010. "The value of urban tree cover: A hedonic property price model in Ramsey and Dakota Counties, Minnesota, USA," Ecological Economics, Elsevier, vol. 69(8), pages 1646-1656, June.
    8. Allen Klaiber, H. & Phaneuf, Daniel J., 2010. "Valuing open space in a residential sorting model of the Twin Cities," Journal of Environmental Economics and Management, Elsevier, vol. 60(2), pages 57-77, September.
    9. 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.
    10. Patrick Bajari & Jane Cooley Fruehwirth & Kyoo il Kim & Christopher Timmins, 2012. "A Rational Expectations Approach to Hedonic Price Regressions with Time-Varying Unobserved Product Attributes: The Price of Pollution," American Economic Review, American Economic Association, vol. 102(5), pages 1898-1926, August.
    11. Patrick Bajari & Matthew E. Kahn, 2005. "Estimating Housing Demand With an Application to Explaining Racial Segregation in Cities," Journal of Business & Economic Statistics, American Statistical Association, vol. 23, pages 20-33, January.
    12. Michael Greenstone & Justin Gallagher, 2008. "Does Hazardous Waste Matter? Evidence from the Housing Market and the Superfund Program," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(3), pages 951-1003.
    13. Carrión-Flores, Carmen & Irwin, Elena G., 2010. "Identifying spatial interactions in the presence of spatial error autocorrelation: An application to land use spillovers," Resource and Energy Economics, Elsevier, vol. 32(2), pages 135-153, April.
    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. Kelly C. Bishop & Christopher Timmins, 2011. "Hedonic Prices and Implicit Markets: Estimating Marginal Willingness to Pay for Differentiated Products Without Instrumental Variables," NBER Working Papers 17611, National Bureau of Economic Research, Inc.
    16. 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.
    17. Charles M. Tiebout, 1956. "A Pure Theory of Local Expenditures," Journal of Political Economy, University of Chicago Press, vol. 64, pages 416-416.
    18. 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.
    19. Noelwah R. Netusil & Sudip Chattopadhyay & Kent F. Kovacs, 2010. "Estimating the Demand for Tree Canopy: A Second-Stage Hedonic Price Analysis in Portland, Oregon," Land Economics, University of Wisconsin Press, vol. 86(2), pages 281-293.
    20. Bartik, Timothy J, 1987. "The Estimation of Demand Parameters in Hedonic Price Models," Journal of Political Economy, University of Chicago Press, vol. 95(1), pages 81-88, February.
    21. Elena G. Irwin, 2002. "The Effects of Open Space on Residential Property Values," Land Economics, University of Wisconsin Press, vol. 78(4), pages 465-480.
    22. Katherine Kiel & Jeffrey Zabel, 2000. "Estimating the Demand for Air Quality in Four U.S. Cities," Working Papers 0009, College of the Holy Cross, Department of Economics.
    23. 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..
    24. Brown, James N & Rosen, Harvey S, 1982. "On the Estimation of Structural Hedonic Price Models," Econometrica, Econometric Society, vol. 50(3), pages 765-768, May.
    25. Ben Hoen & Jason Brown & Thomas Jackson & Mark Thayer & Ryan Wiser & Peter Cappers, 2015. "Spatial Hedonic Analysis of the Effects of US Wind Energy Facilities on Surrounding Property Values," The Journal of Real Estate Finance and Economics, Springer, vol. 51(1), pages 22-51, July.
    26. 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.
    27. Kuminoff, Nicolai V. & Pope, Jaren C., 2012. "A novel approach to identifying hedonic demand parameters," Economics Letters, Elsevier, vol. 116(3), pages 374-376.
    28. Won Kim, Chong & Phipps, Tim T. & Anselin, Luc, 2003. "Measuring the benefits of air quality improvement: a spatial hedonic approach," Journal of Environmental Economics and Management, Elsevier, vol. 45(1), pages 24-39, January.
    29. Tyrvainen, Liisa & Miettinen, Antti, 2000. "Property Prices and Urban Forest Amenities," Journal of Environmental Economics and Management, Elsevier, vol. 39(2), pages 205-223, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Athukorala, Wasantha & Martin, Wade & Wilson, Clevo & Rajapaksa, Darshana, 2019. "Valuing bushfire risk to homeowners: Hedonic property values study in Queensland, Australia," Economic Analysis and Policy, Elsevier, vol. 63(C), pages 44-56.
    2. Zambrano-Monserrate, Manuel A. & Ruano, María Alejandra & Yoong-Parraga, Cristina & Silva, Carlos A., 2021. "Urban green spaces and housing prices in developing countries: A Two-stage quantile spatial regression analysis," Forest Policy and Economics, Elsevier, vol. 125(C).
    3. Hein, Walter & Wilson, Clevo & Lee, Boon & Rajapaksa, Darshana & de Moel, Hans & Athukorala, Wasantha & Managi, Shunsuke, 2019. "Climate change and natural disasters: Government mitigation activities and public property demand response," Land Use Policy, Elsevier, vol. 82(C), pages 436-443.
    4. Potrawa, Tomasz & Tetereva, Anastasija, 2022. "How much is the view from the window worth? Machine learning-driven hedonic pricing model of the real estate market," Journal of Business Research, Elsevier, vol. 144(C), pages 50-65.
    5. Li, Xiaoshu & Boyle, Kevin J. & Preisser, Evan L. & Holmes, Thomas P. & Orwig, David, 2022. "Property value effects of the Hemlock wooly adelgid infestation in New England, U.S.A," Ecological Economics, Elsevier, vol. 194(C).
    6. Nepal, Mani & Rai, Rajesh K. & Khadayat, Madan S. & Somanathan, E., 2020. "Value of cleaner neighborhoods: Application of hedonic price model in low income context," World Development, Elsevier, vol. 131(C).
    7. Cao, Y. & Swallow, B. & Qiu, F., 2018. "Does Municipal Development Policy Affect Property Values: A Quasi-Experimental Hedonic Model Approach in Alberta, Canada," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277044, International Association of Agricultural Economists.
    8. Zambrano-Monserrate, Manuel A. & Ruano, María Alejandra, 2019. "Does environmental noise affect housing rental prices in developing countries? Evidence from Ecuador," Land Use Policy, Elsevier, vol. 87(C).
    9. Rajapaksa, Darshana & Gono, Marcel & Wilson, Clevo & Managi, Shunsuke & Lee, Boon & Hoang, Viet-Ngu, 2020. "The demand for education: The impacts of good schools on property values in Brisbane, Australia," Land Use Policy, Elsevier, vol. 97(C).
    10. Manuel A. Zambrano-Monserrate & Maria Alejandra Ruano & Carlos A. Silva & Ronald Campoverde & Christian Rosero & Daniel A. Sanchez-Loor, 2023. "Dynamism of the housing rental market in Guayaquil, Ecuador: an empirical analysis," Empirical Economics, Springer, vol. 64(2), pages 747-764, February.
    11. Kovacs, Kent & West, Grant & Nowak, David J. & Haight, Robert G., 2022. "Tree cover and property values in the United States: A national meta-analysis," Ecological Economics, Elsevier, vol. 197(C).

    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. Wolf, David & Klaiber, H. Allen & Gopalakrishnan, Sathya, 2022. "Beyond marginal: Estimating the demand for water quality," Resource and Energy Economics, Elsevier, vol. 68(C).
    2. 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.
    3. Nicolai V. Kuminoff & V. Kerry Smith & Christopher Timmins, 2010. "The New Economics of Equilibrium Sorting and its Transformational Role for Policy Evaluation," NBER Working Papers 16349, National Bureau of Economic Research, Inc.
    4. Zhang, Congwen & Boyle, Kevin J. & Kuminoff, Nicolai V., 2015. "Partial identification of amenity demand functions," Journal of Environmental Economics and Management, Elsevier, vol. 71(C), pages 180-197.
    5. Sanglim Yoo & John E. Wagner, 2016. "A review of the hedonic literatures in environmental amenities from open space: a traditional econometric vs. spatial econometric model," International Journal of Urban Sciences, Taylor & Francis Journals, vol. 20(1), pages 141-166, March.
    6. Yoo, James & Simonit, Silvio & Connors, John P. & Maliszewski, Paul J. & Kinzig, Ann P. & Perrings, Charles, 2013. "The value of agricultural water rights in agricultural properties in the path of development," Ecological Economics, Elsevier, vol. 91(C), pages 57-68.
    7. Panduro, Toke Emil & Jensen, Cathrine Ulla & Lundhede, Thomas Hedemark & von Graevenitz, Kathrine & Thorsen, Bo Jellesmark, 2018. "Eliciting preferences for urban parks," Regional Science and Urban Economics, Elsevier, vol. 73(C), pages 127-142.
    8. John I. Carruthers & David E. Clark, 2010. "Valuing Environmental Quality: A Space‐Based Strategy," Journal of Regional Science, Wiley Blackwell, vol. 50(4), pages 801-832, October.
    9. Mario Du Preez & Michael Sale, 2013. "The Impact of Social Housing Developments on Nearby Property Prices: a Nelson Mandela Bay Case Study," South African Journal of Economics, Economic Society of South Africa, vol. 81(3), pages 451-466, September.
    10. Green, Richard K. & Lee, Hyojung, 2016. "Age, demographics, and the demand for housing, revisited," Regional Science and Urban Economics, Elsevier, vol. 61(C), pages 86-98.
    11. Kent F. Kovacs & Shelby Rider, 2022. "Estimating the Demand for In Situ Groundwater for Climate Resilience: The Case of the Mississippi River Alluvial Aquifer in Arkansas," NBER Chapters, in: American Agriculture, Water Resources, and Climate Change, pages 367-381, National Bureau of Economic Research, Inc.
    12. Oczkowski, Edward, 2021. "Estimating supply functions for wine attributes: a two-stage hedonic approach," Working Papers 321856, American Association of Wine Economists.
    13. Joseph Hiebert & Karen Allen, 2019. "Valuing Environmental Amenities across Space: A Geographically Weighted Regression of Housing Preferences in Greenville County, SC," Land, MDPI, vol. 8(10), pages 1-16, October.
    14. Diana Mok & Ling‐Hin Li, 2010. "The Spatial Impact of Language Policies on the Marginal Bids for English Education in Hong Kong," Growth and Change, Wiley Blackwell, vol. 41(4), pages 556-587, December.
    15. Nicolai V. Kuminoff & V. Kerry Smith & Christopher Timmins, 2013. "The New Economics of Equilibrium Sorting and Policy Evaluation Using Housing Markets," Journal of Economic Literature, American Economic Association, vol. 51(4), pages 1007-1062, December.
    16. Gonzalez, Fidel & Leipnik, Mark & Mazumder, Diya, 2013. "How much are urban residents in Mexico willing to pay for cleaner air?," Environment and Development Economics, Cambridge University Press, vol. 18(3), pages 354-379, June.
    17. Teuber, Ramona, 2010. "Estimating the Demand for Sensory Quality – Theoretical Considerations and an Empirical Application to Specialty Coffee," German Journal of Agricultural Economics, Humboldt-Universitaet zu Berlin, Department for Agricultural Economics, vol. 59(03), pages 1-14, September.
    18. Hammarlund, Cecilia, 2013. "The Big, the Bad and the Average: Hedonic Prices and Inverse Demand for Baltic Cod," Working Papers 2013:34, Lund University, Department of Economics.
    19. Yusuf, Arief Anshory & Resosudarmo, Budy P., 2009. "Does clean air matter in developing countries' megacities? A hedonic price analysis of the Jakarta housing market, Indonesia," Ecological Economics, Elsevier, vol. 68(5), pages 1398-1407, March.
    20. David M. Brasington, 2017. "What types of people sort to which public services?," Papers in Regional Science, Wiley Blackwell, vol. 96(3), pages 537-553, August.

    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:eee:forpol:v:83:y:2017:i:c:p:29-35. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/forpol .

    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.