IDEAS home Printed from https://ideas.repec.org/a/eee/regeco/v49y2014icp93-107.html
   My bibliography  Save this article

The impact of hazardous industrial facilities on housing prices: A comparison of parametric and semiparametric hedonic price models

Author

Listed:
  • Grislain-Letrémy, Céline
  • Katossky, Arthur

Abstract

The willingness of households to pay for prevention against industrial risks can be revealed by real estate markets. By using very rich microdata, we study housing prices in the vicinity of hazardous industries near three important French cities. We show that the impact of hazardous plants on the housing values strongly differs among these three areas, even if the areas all surround chemical and petrochemical industries. We compare the results from both standard parametric and more flexible, semiparametric models of hedonic property. We show that the parametric model might structurally lead to important biases in the estimated value of the impact of hazardous plants on housing values.

Suggested Citation

  • Grislain-Letrémy, Céline & Katossky, Arthur, 2014. "The impact of hazardous industrial facilities on housing prices: A comparison of parametric and semiparametric hedonic price models," Regional Science and Urban Economics, Elsevier, vol. 49(C), pages 93-107.
  • Handle: RePEc:eee:regeco:v:49:y:2014:i:c:p:93-107
    DOI: 10.1016/j.regsciurbeco.2014.09.002
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0166046214000994
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.regsciurbeco.2014.09.002?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 look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Kiel, Katherine A. & Williams, Michael, 2007. "The impact of Superfund sites on local property values: Are all sites the same?," Journal of Urban Economics, Elsevier, vol. 61(1), pages 170-192, January.
    2. Daniel P. McMillen, 2010. "Issues In Spatial Data Analysis," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 119-141, February.
    3. Christophe Bontemps & Michel Simioni & Yves Surry, 2008. "Semiparametric hedonic price models: assessing the effects of agricultural nonpoint source pollution," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(6), pages 825-842.
    4. Farber, Stephen, 1998. "Undesirable facilities and property values: a summary of empirical studies," Ecological Economics, Elsevier, vol. 24(1), pages 1-14, January.
    5. Daniel P. McMillen & Christian L. Redfearn, 2010. "Estimation And Hypothesis Testing For Nonparametric Hedonic House Price Functions," Journal of Regional Science, Wiley Blackwell, vol. 50(3), pages 712-733, August.
    6. Ivar Ekeland & James J. Heckman & Lars Nesheim, 2004. "Identification and Estimation of Hedonic Models," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 60-109, February.
    7. repec:bla:ecorec:v:67:y:1991:i:198:p:227-36 is not listed on IDEAS
    8. David M. Harrison & Greg T. Smersh & Arthur L. Schwartz, Jr, 2001. "Environmental Determinants of Housing Prices: The Impact of Flood Zone Status," Journal of Real Estate Research, American Real Estate Society, vol. 21(1/2), pages 3-20.
    9. Anglin, Paul M & Gencay, Ramazan, 1996. "Semiparametric Estimation of a Hedonic Price Function," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 633-648, Nov.-Dec..
    10. Michael Greenstone & Richard Hornbeck & Enrico Moretti, 2010. "Identifying Agglomeration Spillovers: Evidence from Winners and Losers of Large Plant Openings," Journal of Political Economy, University of Chicago Press, vol. 118(3), pages 536-598, June.
    11. 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.
    12. Carroll, Thomas M. & Clauretie, Terrence M. & Jensen, Jeff & Waddoups, Margaret, 1996. "The Economic Impact of a Transient Hazard on Property Values: The 1988 PEPCON Explosion in Henderson, Nevada," The Journal of Real Estate Finance and Economics, Springer, vol. 13(2), pages 143-167, September.
    13. 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.
    14. Gamper-Rabindran, Shanti & Timmins, Christopher, 2013. "Does cleanup of hazardous waste sites raise housing values? Evidence of spatially localized benefits," Journal of Environmental Economics and Management, Elsevier, vol. 65(3), pages 345-360.
    15. Pope, Jaren C., 2008. "Buyer information and the hedonic: The impact of a seller disclosure on the implicit price for airport noise," Journal of Urban Economics, Elsevier, vol. 63(2), pages 498-516, March.
    16. Boxall, Peter C. & Chan, Wing H. & McMillan, Melville L., 2005. "The impact of oil and natural gas facilities on rural residential property values: a spatial hedonic analysis," Resource and Energy Economics, Elsevier, vol. 27(3), pages 248-269, October.
    17. repec:dau:papers:123456789/6486 is not listed on IDEAS
    18. Lucie Calvet & Céline Grislain-Letrémy, 2011. "L’assurance habitation dans les départements d’Outre-mer : une faible souscription," Économie et Statistique, Programme National Persée, vol. 447(1), pages 57-70.
    19. Lucas W. Davis, 2011. "The Effect of Power Plants on Local Housing Values and Rents," The Review of Economics and Statistics, MIT Press, vol. 93(4), pages 1391-1402, November.
    20. 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.
    21. Patrick C. Flower & Wade R. Ragas, 1994. "The Effects of Refineries on Neighborhood Property Values," Journal of Real Estate Research, American Real Estate Society, vol. 9(3), pages 319-338.
    22. Okmyung Bin & Jamie Brown Kruse & Craig E. Landry, 2008. "Flood Hazards, Insurance Rates, and Amenities: Evidence From the Coastal Housing Market," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 75(1), pages 63-82, March.
    23. McMillen, Daniel P & Thorsnes, Paul, 2003. "The Aroma of Tacoma: Time-Varying Average Derivatives and the Effect of a Superfund Site on House Prices," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(2), pages 237-246, April.
    24. Janet Currie & Lucas Davis & Michael Greenstone & Reed Walker, 2013. "Do Housing Prices Reflect Environmental Health Risks? Evidence from More than 1600 Toxic Plant Openings and Closings," NBER Working Papers 18700, National Bureau of Economic Research, Inc.
    25. 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.
    26. 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..
    27. Masha Maslianskaïa-Pautrel, 2009. "La valorisation de la qualité de l'air par l'approche hédonique : une revue de la littérature," Revue Française d'Économie, Programme National Persée, vol. 23(3), pages 109-160.
    28. Kuminoff, Nicolai V. & Parmeter, Christopher F. & Pope, Jaren C., 2010. "Which hedonic models can we trust to recover the marginal willingness to pay for environmental amenities?," Journal of Environmental Economics and Management, Elsevier, vol. 60(3), pages 145-160, November.
    29. Sunding, David L. & Swoboda, Aaron M., 2010. "Hedonic analysis with locally weighted regression: An application to the shadow cost of housing regulation in Southern California," Regional Science and Urban Economics, Elsevier, vol. 40(6), pages 550-573, November.
    30. Muriel Travers & Emmanuel Bonnet & Morgane Chevé & Gildas Appéré, 2009. "Risques industriels et zone naturelle estuarienne : une analyse hédoniste spatiale," Economie & Prévision, La Documentation Française, vol. 0(4), pages 135-158.
    31. Peter C. Boxall, Wing H. Chan, and Melville L. McMillan, 2005. "The Impact of Oil and Natural Gas Facilities on Rural Residential Property," Working Papers eg0039, Wilfrid Laurier University, Department of Economics, revised 2005.
    32. Clark David E. & Nieves Leslie A., 1994. "An Interregional Hedonic Analysis of Noxious Facility Impacts on Local Wages and Property Values," Journal of Environmental Economics and Management, Elsevier, vol. 27(3), pages 235-253, November.
    33. Redfearn, Christian L., 2009. "How informative are average effects? Hedonic regression and amenity capitalization in complex urban housing markets," Regional Science and Urban Economics, Elsevier, vol. 39(3), pages 297-306, May.
    34. Ted Gayer & James T. Hamilton & W. Kip Viscusi, 2000. "Private Values Of Risk Tradeoffs At Superfund Sites: Housing Market Evidence On Learning About Risk," The Review of Economics and Statistics, MIT Press, vol. 82(3), pages 439-451, August.
    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. Zhengyuan Chai & Yi Yang & Yangyang Zhao & Yonghu Fu & Ling Hao, 2021. "Exploring the Effects of Contextual Factors on Residential Land Prices Using an Extended Geographically and Temporally Weighted Regression Model," Land, MDPI, vol. 10(11), pages 1-20, October.
    2. Loïc Lévi & Jean Jacques Nowak & Sylvain Petit & Hakim Hammadou, 2022. "Industrial legacy and hotel pricing: An application of spatial hedonic pricing analysis in Nord-Pas-de-Calais, France," Tourism Economics, , vol. 28(4), pages 870-898, June.
    3. Haiyong Zhang & Xinyu Wang, 2018. "The impact of structural adjustment on housing prices in China," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 32(1), pages 108-119, May.
    4. Grislain-Letrémy, Céline & Villeneuve, Bertrand, 2020. "The ground for negotiation: Zoning for risk reduction around hazardous plants," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 657-677.
    5. Ostermeijer, Francis & Koster, Hans RA. & van Ommeren, Jos, 2019. "Residential parking costs and car ownership: Implications for parking policy and automated vehicles," Regional Science and Urban Economics, Elsevier, vol. 77(C), pages 276-288.
    6. Guignet, Dennis & Jenkins, Robin R. & Belke, James & Mason, Henry, 2023. "The property value impacts of industrial chemical accidents," Journal of Environmental Economics and Management, Elsevier, vol. 120(C).
    7. Modica, Marco, 2017. "Does the construction of biogas plants affect local property values?," Economics Letters, Elsevier, vol. 159(C), pages 169-172.
    8. 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).
    9. 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.
    10. Rita Yi Man Li & Herru Ching Yu Li, 2018. "Have Housing Prices Gone with the Smelly Wind? Big Data Analysis on Landfill in Hong Kong," Sustainability, MDPI, vol. 10(2), pages 1-19, January.
    11. Richard H. Rijnks & Stephen Sheppard, 2018. "Occupant Well-Being and House Values," Department of Economics Working Papers 2018-05, Department of Economics, Williams College.
    12. Liu, Yanan & Tang, Yugang, 2021. "Epidemic shocks and housing price responses: Evidence from China's urban residential communities," Regional Science and Urban Economics, Elsevier, vol. 89(C).
    13. Chuanwang Sun & Xiaochun Meng & Shuijun Peng, 2017. "Effects of Waste-to-Energy Plants on China’s Urbanization: Evidence from a Hedonic Price Analysis in Shenzhen," Sustainability, MDPI, vol. 9(3), pages 1-18, March.
    14. Fan Liu & Min Min & Ke Zhao & Weiyan Hu, 2020. "Spatial-Temporal Variation in the Impacts of Urban Infrastructure on Housing Prices in Wuhan, China," Sustainability, MDPI, vol. 12(3), pages 1-18, February.
    15. Pengyu Ren & Yuanli Li & Kairui You, 2021. "Residents’ Demands for Urban Retail: Heterogeneity in Housing Structure Characteristics, Price Quantile, and Space," Land, MDPI, vol. 10(12), pages 1-17, December.
    16. Hamilton, Timothy L. & Eynan, Amit, 2023. "Siting noxious facilities: Efficiency and majority rule decisions," European Journal of Operational Research, Elsevier, vol. 308(3), pages 1344-1354.
    17. Guignet, Dennis & Jenkins, Robin R. & Nolte, Christoph & Belke, James, 2023. "The External Costs of Industrial Chemical Accidents: A Nationwide Property Value Study," Journal of Housing Economics, Elsevier, vol. 62(C).
    18. Touseef Hussain & Jaffar Abbas & Zou Wei & Mohammad Nurunnabi, 2019. "The Effect of Sustainable Urban Planning and Slum Disamenity on The Value of Neighboring Residential Property: Application of The Hedonic Pricing Model in Rent Price Appraisal," Sustainability, MDPI, vol. 11(4), pages 1-20, February.

    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. Grislain-Letrémy, Céline, 2012. "Assurance et prévention des catastrophes naturelles et technologiques," Economics Thesis from University Paris Dauphine, Paris Dauphine University, number 123456789/9073 edited by Villeneuve, Bertrand.
    2. Lucija Muehlenbachs & Elisheba Spiller & Christopher Timmins, 2015. "The Housing Market Impacts of Shale Gas Development," American Economic Review, American Economic Association, vol. 105(12), pages 3633-3659, December.
    3. Céline Grislain-Letrémy & Arthur Katossky, 2013. "Les risques industriels et le prix des logements," Économie et Statistique, Programme National Persée, vol. 460(1), pages 79-106.
    4. Steve Gibbons & Stephan Heblich & Esther Lho & Christopher Timmins, 2016. "Fear of Fracking? The Impact of the Shale Gas Exploration on House Prices in Britain," SERC Discussion Papers 0207, Centre for Economic Performance, LSE.
    5. Christian Almer & Stefan Boes & Stephan Nüesch, 2017. "Adjustments in the housing market after an environmental shock: evidence from a large-scale change in aircraft noise exposure," Oxford Economic Papers, Oxford University Press, vol. 69(4), pages 918-938.
    6. Nathaly M. Rivera, 2020. "Is Mining an Environmental Disamenity? Evidence from Resource Extraction Site Openings," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 75(3), pages 485-528, March.
    7. Bishop, Kelly C. & Timmins, Christopher, 2019. "Estimating the marginal willingness to pay function without instrumental variables," Journal of Urban Economics, Elsevier, vol. 109(C), pages 66-83.
    8. Modica, Marco, 2017. "Does the construction of biogas plants affect local property values?," Economics Letters, Elsevier, vol. 159(C), pages 169-172.
    9. Christopher F. Parmeter & Jaren C. Pope, 2013. "Quasi-experiments and hedonic property value methods," Chapters, in: John A. List & Michael K. Price (ed.), Handbook on Experimental Economics and the Environment, chapter 1, pages 3-66, Edward Elgar Publishing.
    10. 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.
    11. Ralph Mastromonaco, 2014. "Hazardous Waste Hits Hollywood: Superfund and Housing Prices in Los Angeles," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 59(2), pages 207-230, October.
    12. James R. Meldrum, 2016. "Floodplain Price Impacts by Property Type in Boulder County, Colorado: Condominiums Versus Standalone Properties," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 64(4), pages 725-750, August.
    13. Guignet, Dennis & Jenkins, Robin R. & Nolte, Christoph & Belke, James, 2023. "The External Costs of Industrial Chemical Accidents: A Nationwide Property Value Study," Journal of Housing Economics, Elsevier, vol. 62(C).
    14. Chuanwang Sun & Xiaochun Meng & Shuijun Peng, 2017. "Effects of Waste-to-Energy Plants on China’s Urbanization: Evidence from a Hedonic Price Analysis in Shenzhen," Sustainability, MDPI, vol. 9(3), pages 1-18, March.
    15. Walsh, Patrick & Mui, Preston, 2017. "Contaminated sites and information in hedonic models: An analysis of a NJ property disclosure law," Resource and Energy Economics, Elsevier, vol. 50(C), pages 1-14.
    16. von Graevenitz, Kathrine, 2018. "The amenity cost of road noise," Journal of Environmental Economics and Management, Elsevier, vol. 90(C), pages 1-22.
    17. Nicolai V. Kuminoff, 2018. "Can Understanding Spatial Equilibria Enhance Benefit Transfers for Environmental Policy Evaluation?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 69(3), pages 591-608, March.
    18. Lindgren, Samuel, 2018. "Traffic Noise and Housing Values: Evidence from an Airport Concession Renewal," Working papers in Transport Economics 2018:15, CTS - Centre for Transport Studies Stockholm (KTH and VTI), revised 26 Feb 2019.
    19. Yasin Sunak & Reinhard Madlener, 2017. "The impact of wind farms on property values: A locally weighted hedonic pricing model," Papers in Regional Science, Wiley Blackwell, vol. 96(2), pages 423-444, June.
    20. Singh, Ruchi, 2019. "Seismic risk and house prices: Evidence from earthquake fault zoning," Regional Science and Urban Economics, Elsevier, vol. 75(C), pages 187-209.

    More about this item

    Keywords

    Hedonic analysis; Conditionally parametric regression; Urban housing markets; Industrial risk;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • R52 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Land Use and Other Regulations
    • R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand

    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:eee:regeco:v:49:y:2014:i:c:p:93-107. 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/regec .

    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.