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Do peer effects shape property values?

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  • François Des Rosiers
  • Jean Dubé
  • Marius Thériault

Abstract

Purpose - Both hedonics and the traditional sales comparison approach are derived from a similar paradigm with respect to how prices, hence market values, are determined. While the hedonic approach can provide reliable estimates of individual attributes' marginal contribution, it may – unlike the sales comparison approach – underestimate the prominent influence that surrounding properties exert on any given nearby housing unit and sale price. This paper seeks to develop a simple method for reconciling the two approaches within a rigorous conceptual and methodological framework. Design/methodology/approach - Peer effect models, an analytical device developed, and mainly used, by labour economists, are adapted to the hedonic price equation so as to incorporate nearby properties' influences, thereby controlling for non‐observable neighbourhood effects. In addition to basic, intrinsic, building and land attributes, the ensuing model accounts for three types of effects, namely endogenous interactions effects (i.e. comparable sales influences, or peer effects), exogenous, or neighbourhood, effects and, finally, spatial autocorrelation effects. Findings - Preliminary findings suggest that integrating peer effects in the hedonic equation allows bringing out the combined impacts of endogenous, exogenous and spatially correlated effects in the house price determination process, with spatial autocorrelation of model residuals being significantly reduced, even without resorting to a spatial autoregressive procedure. Research limitations/implications - Further investigation is still needed in order to find out which submarket delineation should be used to obtain optimal model performances. Originality/value - The paper leads to the conclusion that the comparable sales approach, as used in traditional appraisal practice, is valid, although its application is typically flawed by the too small sample size generally used by appraisers. Further investigation is still needed, however, in order to find out which submarket delineation should be used to obtain optimal model performances. This raises the paramount question as to whether the peer effect variable is adequately measured and addresses the tricky issue of kernel determination in spatial statistics and related applications, such as GWR.

Suggested Citation

  • François Des Rosiers & Jean Dubé & Marius Thériault, 2011. "Do peer effects shape property values?," Journal of Property Investment & Finance, Emerald Group Publishing Limited, vol. 29(4/5), pages 510-528, July.
  • Handle: RePEc:eme:jpifpp:v:29:y:2011:i:4/5:p:510-528
    DOI: 10.1108/14635781111150376
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    Citations

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    Cited by:

    1. Ricardo Crespo & Adrienne Grêt-Regamey, 2013. "Local Hedonic House-Price Modelling for Urban Planners: Advantages of Using Local Regression Techniques," Environment and Planning B, , vol. 40(4), pages 664-682, August.
    2. Jean Dubé & Diègo Legros, 2013. "Dealing with spatial data pooled over time in statistical models," Letters in Spatial and Resource Sciences, Springer, vol. 6(1), pages 1-18, March.
    3. Chica-Olmo, Jorge & Cano-Guervos, Rafael, 2020. "Does my house have a premium or discount in relation to my neighbors? A regression-kriging approach," Socio-Economic Planning Sciences, Elsevier, vol. 72(C).
    4. Deyas, Gebeyew T. & Woldeamanuel, Mintesnot G., 2020. "Social and economic impacts of public transportation on adjacent communities: The case of the Addis Ababa light rail transit," Research in Transportation Economics, Elsevier, vol. 84(C).
    5. Jean Dubé & Diègo Legros & Sotirios Thanos, 2018. "Past price ‘memory’ in the housing market: testing the performance of different spatio-temporal specifications," Spatial Economic Analysis, Taylor & Francis Journals, vol. 13(1), pages 118-138, January.
    6. Anupam Nanda & Jia-Huey Yeh, 2016. "Reflected Glory Versus Repulsive Envy: How Do the Smiths Feel About the House of the Joneses?," Asian Economic Journal, East Asian Economic Association, vol. 30(3), pages 317-341, September.

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