Econometric Modelling of Average Housing Prices in Local Markets and the Price Anchoring Effect

Adamczewski, Z. (2006). Elementy modelowania matematycznego w wycenie nieruchomości. Podejście porównawcze (Elements of Mathematical Modeling in Real Estate Valuation. Comparative Approach). Oficyna Wydawnicza Politechniki Warszawskiej. Warszawa. Search in Google Scholar

Baffoe-Bonnie, J. (1998). The dynamic impact of macroeconomic aggregates on housing prices and stock of houses: A national and regional analysis. The Journal of Real Estate Finance and Economics, 17(2), 179–197. https://doi.org/10.1023/A:1007753421236 Search in Google Scholar

Ball, M. (2006). Markets & Institutions in Real Estate & Construction. Blackwell Publishing. https://doi.org/10.1002/9780470757581 Search in Google Scholar

Ball, M. (2010). Critical commentary. Cities and housing markets: Changes and continuities in the aftermath of the 2007-08 World Financial Crisis. Urban Studies (Edinburgh, Scotland), 47(5), 931–944. https://doi.org/10.1177/0042098010364143 Search in Google Scholar

Belej, M., & Kulesza, S. (2015). The dynamics of time series of real estate prices. Real Estate Management and Valuation, 23(4), 35–43. https://doi.org/10.1515/remav-2015-0034 Search in Google Scholar

Black, A., Fraser, P., & Hoesli, M. (2006). House prices, fundamental and bubbles. Journal of Business Finance & Accounting, 33(9-10), 1535–1555. https://doi.org/10.1111/j.1468-5957.2006.00638.x Search in Google Scholar

Brzezicka, J. (2013). Behawioralne aspekty ewolucji funkcji agencji ratingowych (Behavioural aspects of the evolution of rating agencies functions), The Central European Journal of Social Sciences and Humanities. Ekonomia, 3(24), 63–74. Search in Google Scholar

Brzezicka, J. (2016). Znaczenie heurystyki zakotwiczenia i dostosowania w procesie wartościotwórczym na rynku nieruchomości (Significance of anchoring and adjustment heuristic in the process of value creation on the real estate market). Acta Scientiarum Polonorum. Administratio Locorum, 15(1), 31–44. https://doi.org/10.31648/aspal.480 Search in Google Scholar

Brzezicka, J., & Wiśniewski, R. (2012). Behawioralne aspekty rynku nieruchomości (Behavioral aspects of the real estate market). Studia i Materiały Towarzystwa Naukowego Nieruchomości, 20(2), 21–31. Search in Google Scholar

Brzezicka, J., Łaszek, J., Olszewski, K., & Wiśniewski, R. (2022). The missing asymmetry in the Polish house price cycle: An analysis of the behaviour of house prices in 17 major cities. Journal of Housing and the Built Environment, 37, 1029–1056. https://doi.org/10.1007/s10901-021-09861-w Search in Google Scholar

Capozza, D. R., Hendershott, P. H., Mack, C., & Mayer, C. J. (2002). Determinants of real house price dynamics. Working Paper 9262, National Bureau of Economic Research, Cambridge. https://doi.org/10.3386/w9262 Search in Google Scholar

Charemza, W., & Deadman, D. F. (1997). New Directions in Econometric Practice (2nd ed.). Edward Elgar Publishing. Search in Google Scholar

Cheung, K. S., Yiu, C. Y., & Guan, Y. (2022). Homebuyer Purchase Decisions: Are They Anchoring to Appraisal Values or Market Prices? Journal of Risk and Financial Management, 15(4), 159. https://doi.org/10.3390/jrfm15040159 Search in Google Scholar

Dąbrowski I., Mach Ł., Mikołajczyk Ł. & Kuświk A. (2020). Correlation of economic development of countries with the potential of their housing real estate markets: A case study in the European Union. European Research Studies Journal, XXIII, Special Issue, 1, 660–678. Search in Google Scholar

Dickey, D. A., & Fuller, W. A. (1979). Distribution of the estimators for autoregressive time series with a unit root. Journal of the American Statistical Association, 74(366), 427–431. https://doi.org/10.2307/2286348 Search in Google Scholar

Doszyń, M. (2020). Econometric support of mass valuation process. Folia Oeconomica Stetinensia, 20(1), 81–94. https://doi.org/10.2478/foli-2020-0005 Search in Google Scholar

Doszyń, M. (2022). Econometric models of real estate prices with prior information. Mixed Estimation. Real Estate Management and Valuation, 30(3), 61–72. https://doi.org/10.2478/remav-2022-0021 Search in Google Scholar

Doszyń, M. (2022a). Might expert knowledge improve econometric real estate mass appraisal? The Journal of Real Estate Finance and Economics, OA, https://doi.org/10.1007/s11146-022-09891-3 Search in Google Scholar

Drachal K. (2014). Model podażowo-popytowy cen nieruchomości (Supply and demand model of real estate prices). Świat Nieruchomości, 87, 41-44. Search in Google Scholar

Drachal, K. (2015). Cointegration of property prices in Poland. Expert Journal of Economics, 3(1), 1–4. Search in Google Scholar

Engle, R. F., & Granger, C. W. J. (1987). Cointegration and error correction: Representation, estimation and testing. Econometrica, 55(2), 251–276. https://doi.org/10.2307/1913236 Search in Google Scholar

Englund, P., & Ioannides, Y. M. (1997). House price dynamics: An international empirical perspective. Journal of Housing Economics, 6(2), 119–136. https://doi.org/10.1006/jhec.1997.0210 Search in Google Scholar

Epley, N., & Gilovich, T. (2001). Putting adjustment back in the anchoring and adjustment heuristic: Differential processing of self-generated and experimenter-provided anchors. Psychological Science, 12(5), 391–396. https://doi.org/10.1111/1467-9280.00372 PMID:11554672 Search in Google Scholar

Epley, N., & Gilovich, T. (2006). The anchoring-and-adjustment heuristic: Why the adjustments are insufficient. Psychological Science, 17(4), 311–318. https://doi.org/10.1111/j.1467-9280.2006.01704.x PMID:16623688 Search in Google Scholar

Foryś, I. (2013). Społeczno-gospodarczedeterminanty rozwoju rynku mieszkaniowego w Polsce (Social and economic determinants of the housing market development in Poland). Wydawnictwo Naukowe Uniwersytetu Szczecińskiego. Search in Google Scholar

Hwang, M., & Quigley, J. M. (2006). Economic fundamentals in local housing markets: Evidence from U.S. metropolitan regions. Journal of Regional Science, 46, 425–453. https://doi.org/10.1111/j.1467-9787.2006.00480.x Search in Google Scholar

Jasinski, T., & Bochenek, A. (2016). Prognozowanie cen nieruchomości lokalowych za pomocą sztucznych sieci neuronowych (Apartment prices forecasting by the artificial neural networks). Studia i Prace WNEiZ US, 45(1), 317–327. Search in Google Scholar

Johansen, S. (1991). Estimation and hypothesis testing of cointegration vectors in Gaussian vector autoregressive models. Econometrica, 59(6), 1551–1580. https://doi.org/10.2307/2938278 Search in Google Scholar

Jud, G. D., & Winkler, D. T. (2002). The dynamics of metropolitan housing prices. Journal of Real Estate Research, 23(1/2), 29–46. Search in Google Scholar

Kokot, S. (2018). An attempt to identify social – economic factors in the levels of property prices in chosen cities in Poland. Real Estate Management and Valuation, 26(3), 93–104. https://doi.org/10.2478/remav-2018-0028 Search in Google Scholar

Kokot, S. (2020). Socio-economic factors as a criterion for the classification of housing markets in selected cities in Poland. Real Estate Management and Valuation, 28(3), 77–90. https://doi.org/10.1515/remav-2020-0025 Search in Google Scholar

Kokot, S. (2023). The effect of price anchoring on the housing market based on studies of local markets in Poland. Real Estate Management and Valuation, 31(3), 44–57. https://doi.org/10.2478/remav-2023-0020 Search in Google Scholar

Kucharska-Stasiak, E. (2014). Behawioralne aspekty w wycenie nieruchomości (Behavioral aspects in real estate valuation). Journal of Management and Finance, 12(4), 247–261. Search in Google Scholar

Lee, C. (2022). Training and interpreting machine learning models: Application in property tax assessment. Real Estate Management and Valuation, 30(1), 13–22. https://doi.org/10.2478/remav-2022-0002 Search in Google Scholar

Leszczyński, R., & Olszewski, K. (2017). An analysis of the primary and secondary housing market in Poland: Evidence from the 17 largest cities. Baltic Journal of Economics, 17(2), 136–151. https://doi.org/10.1080/1406099X.2017.1344482 Search in Google Scholar

Leung, T. C., & Tsang, K. P. (2013). Can anchoring and loss aversion explain the predictability of housing prices? Pacific Economic Review, 18(1), 41–59. https://doi.org/10.1111/1468-0106.12009 Search in Google Scholar

Maddala, G. S., & Kim, I. M. (1998). Unit Roots. Cointegration and Structural Change. Cambridge University Press. Search in Google Scholar

Maddala, G. S., & Lahiri, K. (2009). Introduction to Econometrics (4th ed.). Wiley. Search in Google Scholar

Northcraft, G. B., & Neale, M. A. (1987). Experts, amateurs, and real estate: An anchoring-and-adjustment perspective on property pricing decisions. Organizational Behavior and Human Decision Processes, 39(1), 84–97. https://doi.org/10.1016/0749-5978(87)90046-X Search in Google Scholar

Oikarinen, E., Bourassa, S. C., Hoesli, M., & Engblom, J. (2018). U.S. metropolitan house price dynamics. Journal of Urban Economics, 105, 54–69. https://doi.org/10.1016/j.jue.2018.03.001 Search in Google Scholar

Parzych, P. (2007). Modelowanie wartości nieruchomości zurbanizowanych (The modeling of urban real estates values). Studia i Materiały Towarzystwa Naukowego Nieruchomości, 15(3-4), 167–176. Search in Google Scholar

Shie, F. S. (2019). The anchoring effect of historical peak to house price. Journal of Real Estate Research, 41(3), 443–472. https://doi.org/10.22300/0896-5803.41.3.443 Search in Google Scholar

Tekin, M., & Sari, I. (2022). Real estate market price prediction model of Istanbul. Real Estate Management and Valuation, 30(4), 1–16. https://doi.org/10.2478/remav-2022-0025 Search in Google Scholar

Tomal, M. (2019). The impact of macro factors on apartment prices in Polish counties: A two-stage quantile spatial regression approach. Real Estate Management and Valuation, 27(4), 1–14. https://doi.org/10.2478/remav-2019-0031 Search in Google Scholar

Tomal, M. (2022). Identification of house price bubbles using robust methodology: Evidence from Polish provincial capitals. Journal of Housing and the Built Environment, 37(3), 1461–1488. https://doi.org/10.1007/s10901-021-09903-3 PMID:34602917 Search in Google Scholar

Tversky, A., & Kahneman, D. (1973). Availability. A heuristic for judging frequency and probability. Cognitive Psychology, 5(2), 207–232. https://doi.org/10.1016/0010-0285(73)90033-9 Search in Google Scholar

Tversky, A., & Kahneman, D. (1974). Judgement under uncertainty: Heuristic and biases. Science, 185, 1124–1131. https://doi.org/10.1126/science.185.4157.1124 PMID:17835457 Search in Google Scholar

Wiśniewski, R. (1998). Zastosowanie sztucznych sieci neuronowych do masowej wyceny (The use of artificial neural networks for mass valuation). Wycena, 1(36), 15–20. Search in Google Scholar

Wolniak, R., Olkiewicz, M., Szymczewska, M., & Olkiewicz, A. (2020). The functioning of the real estate market: Dynamics of price formation and the sale of apartments. European Research Studies, XXIII (2), 281–307. https://doi.org/10.35808/ersj/1594 Search in Google Scholar

Wolverton, M. (2000). Self-perception of the role of the appraiser: Objective opinions or price validations? The Appraisal Journal, 68(3), 272–282. Search in Google Scholar

Zbyrowski, R. (2010). Szacowanie wartości nieruchomości na podstawie modeli ekonometrycznych (Estimating the value of real estate based on econometric models). Equilibrium, 1(4), 241–252. Search in Google Scholar

Żelazowski, K. (2017). Housing market cycles in the context of business cycles. Real Estate Management and Valuation, 25(3), 5–14. https://doi.org/10.1515/remav-2017-0017 Search in Google Scholar