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On the use of Hedonic Regression Models to Measure the Effect of Energy Efficiency on Residential Property Transaction Prices: Evidence for Portugal and Selected Data Issues

Author

Listed:
  • Rui Evangelista
  • Esmeralda A. Ramalho
  • João Andrade e Silva

Abstract

Using a unique dataset containing information of around 256 thousand residential property sales, this paper discloses a clear sales premium for most energy efficient dwellings, which is more pronounced for apartments (13%) than for houses (5 to 6%). Cross-country comparisons support the finding that energy efficiency price premiums are higher in the Portuguese residential market than in central and northern European markets. Results emphasize the relevance of data issues in hedonic regression models. They illustrate how the use of appraisal prices, explanatory variables with measurement errors, and the omission of variables associated with the quality of the properties, may seriously bias energy efficiency partial effect estimates. These findings provide valuable information not only to policy-makers, but also to researchers interested in this area.

Suggested Citation

  • Rui Evangelista & Esmeralda A. Ramalho & João Andrade e Silva, 2019. "On the use of Hedonic Regression Models to Measure the Effect of Energy Efficiency on Residential Property Transaction Prices: Evidence for Portugal and Selected Data Issues," Working Papers REM 2019/64, ISEG - Lisbon School of Economics and Management, REM, Universidade de Lisboa.
    • Handle: RePEc:ise:remwps:wp0642019
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    References listed on IDEAS

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    1. Kiel, Katherine A. & Zabel, Jeffrey E., 2008. "Location, location, location: The 3L Approach to house price determination," Journal of Housing Economics, Elsevier, vol. 17(2), pages 175-190, June.
    2. Esmeralda A. Ramalho & Joaquim J. S. Ramalho & Rui Evangelista, 2017. "Combining micro and macro data in hedonic price indexes," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 26(2), pages 317-332, June.
    3. Hyland, Marie & Lyons, Ronan C. & Lyons, Seán, 2013. "The value of domestic building energy efficiency — evidence from Ireland," Energy Economics, Elsevier, vol. 40(C), pages 943-952.
    4. Miranowski, John & Dinan, T., 1989. "Estimating the Implicit Price of Energy Efficiency Improvement in the Residential Housing Market: A Hedonic Approach," Staff General Research Papers Archive 10698, Iowa State University, Department of Economics.
    5. Kees Jan Van Garderen & Chandra Shah, 2002. "Exact interpretation of dummy variables in semilogarithmic equations," Econometrics Journal, Royal Economic Society, vol. 5(1), pages 149-159, June.
    6. Dinan, Terry M. & Miranowski, John A., 1989. "Estimating the implicit price of energy efficiency improvements in the residential housing market: A hedonic approach," Journal of Urban Economics, Elsevier, vol. 25(1), pages 52-67, January.
    7. Ziliak, Stephen T. & McCloskey, Deirdre N., 2004. "Size matters: the standard error of regressions in the American Economic Review," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 33(5), pages 527-546, November.
    8. 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..
    9. de Ayala, Amaia & Galarraga, Ibon & Spadaro, Joseph V., 2016. "The price of energy efficiency in the Spanish housing market," Energy Policy, Elsevier, vol. 94(C), pages 16-24.
    10. Fuerst, Franz & Oikarinen, Elias & Harjunen, Oskari, 2016. "Green signalling effects in the market for energy-efficient residential buildings," Applied Energy, Elsevier, vol. 180(C), pages 560-571.
    11. Jiro Yoshida & Ayako Sugiura, 2015. "The Effects of Multiple Green Factors on Condominium Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 50(3), pages 412-437, April.
    12. Halvorsen, Robert & Palmquist, Raymond, 1980. "The Interpretation of Dummy Variables in Semilogarithmic Equations," American Economic Review, American Economic Association, vol. 70(3), pages 474-475, June.
    13. Brounen, Dirk & Kok, Nils, 2011. "On the economics of energy labels in the housing market," Journal of Environmental Economics and Management, Elsevier, vol. 62(2), pages 166-179, September.
    14. Wooldridge, Jeffrey M., 1991. "On the application of robust, regression- based diagnostics to models of conditional means and conditional variances," Journal of Econometrics, Elsevier, vol. 47(1), pages 5-46, January.
    15. Kennedy, Peter E, 1981. "Estimation with Correctly Interpreted Dummy Variables in Semilogarithmic Equations [The Interpretation of Dummy Variables in Semilogarithmic Equations]," American Economic Review, American Economic Association, vol. 71(4), pages 801-801, September.
    16. Zheng, Siqi & Wu, Jing & Kahn, Matthew E. & Deng, Yongheng, 2012. "The nascent market for “green” real estate in Beijing," European Economic Review, Elsevier, vol. 56(5), pages 974-984.
    17. Ana Ramos & Alicia Pérez-Alonso & Susana Silva, 2015. "Valuing Energy Performance Certificates in the Portuguese Residential," Working Papers 02-2015, Economics for Energy.
    18. Fuerst, Franz & Warren-Myers, Georgia, 2018. "Does voluntary disclosure create a green lemon problem? Energy-efficiency ratings and house prices," Energy Economics, Elsevier, vol. 74(C), pages 1-12.
    19. 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.
    20. Fesselmeyer, Eric, 2018. "The value of green certification in the Singapore housing market," Economics Letters, Elsevier, vol. 163(C), pages 36-39.
    21. Colwell, Peter F, 1993. "Comment: Semiparametric Estimates of the Marginal Price of Floorspace," The Journal of Real Estate Finance and Economics, Springer, vol. 7(1), pages 73-75, July.
    22. Fuerst, Franz & McAllister, Patrick & Nanda, Anupam & Wyatt, Peter, 2015. "Does energy efficiency matter to home-buyers? An investigation of EPC ratings and transaction prices in England," Energy Economics, Elsevier, vol. 48(C), pages 145-156.
    23. Ronan C. Lyons & Sean Lyons & Sarah Stanley, 2015. "The Price Effect of Building Energy Ratings in the Dublin Residential Market," Trinity Economics Papers tep0415, Trinity College Dublin, Department of Economics.
    24. Jensen, Ole Michael & Hansen, Anders Rhiger & Kragh, Jesper, 2016. "Market response to the public display of energy performance rating at property sales," Energy Policy, Elsevier, vol. 93(C), pages 229-235.
    25. Mingfeng Lin & Henry C. Lucas & Galit Shmueli, 2013. "Research Commentary ---Too Big to Fail: Large Samples and the p -Value Problem," Information Systems Research, INFORMS, vol. 24(4), pages 906-917, December.
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    More about this item

    Keywords

    Portugal; energy efficiency; residential property market; hedonic price models; cross-country comparisons;
    All these keywords.

    JEL classification:

    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • C55 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Large Data Sets: Modeling and Analysis
    • C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
    • Q41 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Demand and Supply; Prices
    • R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand
    • R30 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - General

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