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Predicting Social Inequality in Poland Using Price Dispersion on the Real Estate Market

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  • Tomasz Stachurski

    (University of Economics in Katowice)

  • Tomasz Ża̧dło

    (University of Economics in Katowice)

  • Alicja Wolny-Dominiak

    (University of Economics in Katowice)

Abstract

Measuring and predicting price dispersion on the real estate market is an important issue for both investors and policymakers. Price dispersion in the housing market can be seen as an additional dimension for measuring social inequality and one of the main goals of public policies that focus on life satisfaction and the accumulation of permanent wealth. The article considers the Polish real estate market and proposes the prediction methods of four measures of dispersion. They are based on quantiles and allow overall measurement of dispersion. In the prediction of dispersion measures the plug-in predictors utylizing longitudinal mixed models are proposed. Furthermore, the ex ante prediction accuracy measure called the quantile of absolute prediction errors (QAPE) is assessed using the residual bootstrap estimators. QAPE allows for a comprehensive description of the distribution of prediction errors, thus fostering discussion of possible various market scenarios.

Suggested Citation

  • Tomasz Stachurski & Tomasz Ża̧dło & Alicja Wolny-Dominiak, 2024. "Predicting Social Inequality in Poland Using Price Dispersion on the Real Estate Market," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 172(3), pages 985-1003, April.
    • Handle: RePEc:spr:soinre:v:172:y:2024:i:3:d:10.1007_s11205-024-03342-7
    DOI: 10.1007/s11205-024-03342-7
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    References listed on IDEAS

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    1. I. Josa & A. Aguado, 2020. "Measuring Unidimensional Inequality: Practical Framework for the Choice of an Appropriate Measure," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 149(2), pages 541-570, June.
    2. Beltratti, Andrea & Morana, Claudio, 2010. "International house prices and macroeconomic fluctuations," Journal of Banking & Finance, Elsevier, vol. 34(3), pages 533-545, March.
    3. Francesca Parente, 2019. "A Multidimensional Analysis of the EU Regional Inequalities," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 143(3), pages 1017-1044, June.
    4. E. Wesley F. Peterson, 2017. "Is Economic Inequality Really a Problem? A Review of the Arguments," Social Sciences, MDPI, vol. 6(4), pages 1-25, December.
    5. Ying-Hui Chiang & Yuan Ku & Feng Liu & Chin-Oh Chang, 2019. "House Price Dispersion in Taipei Residential Communities," International Real Estate Review, Global Social Science Institute, vol. 22(1), pages 109-129.
    6. Saul Lach, 2002. "Existence And Persistence Of Price Dispersion: An Empirical Analysis," The Review of Economics and Statistics, MIT Press, vol. 84(3), pages 433-444, August.
    7. James R. Carpenter & Harvey Goldstein & Jon Rasbash, 2003. "A novel bootstrap procedure for assessing the relationship between class size and achievement," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 52(4), pages 431-443, October.
    8. Charles Leung & Youngman Leong & Siu Wong, 2006. "Housing Price Dispersion: An Empirical Investigation," The Journal of Real Estate Finance and Economics, Springer, vol. 32(3), pages 357-385, May.
    9. Conchita D’Ambrosio & Markus Jäntti & Anthony Lepinteur, 2020. "Money and Happiness: Income, Wealth and Subjective Well-Being," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 148(1), pages 47-66, February.
    10. Miguel Boubeta & María José Lombardía & Domingo Morales, 2016. "Empirical best prediction under area-level Poisson mixed models," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 25(3), pages 548-569, September.
    11. Papastamos, Dimitrios & Matysiak, George & Stevenson, Simon, 2015. "Assessing the accuracy and dispersion of real estate investment forecasts," International Review of Financial Analysis, Elsevier, vol. 42(C), pages 141-152.
    12. Joep Burger & Jacqueline Beuningen, 2020. "Measuring well-being dispersion on discrete rating scales," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 149(3), pages 749-773, June.
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