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The impact of undesirable externalities on residential property values: spatial regressive models and an empirical study

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  • Cordera, Ruben
  • Chiarazzo, Vincenza
  • Ottomanelli, Michele
  • dell’Olio, Luigi
  • Ibeas, Angel

Abstract

Pollutant emissions, noise and other externalities generated by heavy infrastructures, might impact negatively on real estate values. To test this effect, this paper presents the results of an analysis based on Hedonic Linear Regression, Spatial Hedonic Linear Regression and Hedonic Geographically Weighted Regression models, carried out for the study case of the province of Taranto (Italy). The biggest steel factory in Europe is located here, and some population movements have been observed in relation to the high levels of pollution in the areas close to the factory. The variables used to measure the impact of externalities are of two types: objective indicators such as the distance from the industrial area and the levels of NO2 and PM10, and subjective indicators such as the level of pollution and noise perceived by the population. Results show that the distance from factory was a positive factor in the real estate prices although not always clearly significant, and among pollution indicators, only high levels of NO2 had a negative effect. The accessibility to employment did not prove to be a significant variable in the real estate prices, which indicates that factors related to environmental quality have a greater weight in residential location. Moreover, models including subjective indicators do not show better estimates than models considering only objective indicators. Finally, spatial regression models were useful to analyse the spatial dependence and spatial heterogeneity observed in the data.

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  • Cordera, Ruben & Chiarazzo, Vincenza & Ottomanelli, Michele & dell’Olio, Luigi & Ibeas, Angel, 2019. "The impact of undesirable externalities on residential property values: spatial regressive models and an empirical study," Transport Policy, Elsevier, vol. 80(C), pages 177-187.
    • Handle: RePEc:eee:trapol:v:80:y:2019:i:c:p:177-187
    DOI: 10.1016/j.tranpol.2018.04.010
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    1. Katherine Kiel & Michael Williams, 2005. "The Impact of Superfund Sites on Local Property Values: Are All Sites the Same?," Working Papers 0505, College of the Holy Cross, Department of Economics.
    2. 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.
    3. Delores Conway & Christina Li & Jennifer Wolch & Christopher Kahle & Michael Jerrett, 2010. "A Spatial Autocorrelation Approach for Examining the Effects of Urban Greenspace on Residential Property Values," The Journal of Real Estate Finance and Economics, Springer, vol. 41(2), pages 150-169, August.
    4. James P. LeSage & R. Kelley Pace, 2014. "The Biggest Myth in Spatial Econometrics," Econometrics, MDPI, vol. 2(4), pages 1-33, December.
    5. Dubin, Robin A., 1992. "Spatial autocorrelation and neighborhood quality," Regional Science and Urban Economics, Elsevier, vol. 22(3), pages 433-452, September.
    6. Coro Chasco & Julie Le Gallo, 2015. "Heterogeneity in Perceptions of Noise and Air Pollution: A Spatial Quantile Approach on the City of Madrid," Spatial Economic Analysis, Taylor & Francis Journals, vol. 10(3), pages 317-343, September.
    7. 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.
    8. Kiel, Katherine & Zabel, Jeffrey, 2001. "Estimating the Economic Benefits of Cleaning Up Superfund Sites: The Case of Woburn, Massachusetts," The Journal of Real Estate Finance and Economics, Springer, vol. 22(2-3), pages 163-184, March-May.
    9. 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..
    10. Larry Dale & James C. Murdoch & Mark A. Thayer & Paul A. Waddell, 1999. "Do Property Values Rebound from Environmental Stigmas? Evidence from Dallas," Land Economics, University of Wisconsin Press, vol. 75(2), pages 311-326.
    11. Can, Ayse, 1992. "Specification and estimation of hedonic housing price models," Regional Science and Urban Economics, Elsevier, vol. 22(3), pages 453-474, September.
    12. Coppola, Pierluigi & Nuzzolo, Agostino, 2011. "Changing accessibility, dwelling price and the spatial distribution of socio-economic activities," Research in Transportation Economics, Elsevier, vol. 31(1), pages 63-71.
    13. Basu, Sabyasachi & Thibodeau, Thomas G, 1998. "Analysis of Spatial Autocorrelation in House Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 61-85, July.
    14. 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.
    15. J. Elhorst, 2010. "Applied Spatial Econometrics: Raising the Bar," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 9-28.
    16. Katherine Kiel & Melissa Boyle, 2001. "A Survey of House Price Hedonic Studies of the Impact of Environmental Externalities," Working Papers 0111, College of the Holy Cross, Department of Economics.
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