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Hedonic Price Indices for Moscow Short-Term Rental Housing

Author

Listed:
  • Ekaterina Bobrovskaya

    (RANEPA)

  • Andrey Polbin

    (Gaidar Institute for Economic Policy; RANEPA)

  • Nikita Fokin

    (Gaidar Institute for Economic Policy; RANEPA)

Abstract

This paper analyses the dynamics of prices in the short-term rental housing market in Moscow based on data from the online Airbnb and sutochno.ru platforms for the period from 2015 to 2023. We build the simplest price indices based on average and median prices and create hedonic indices using alternative methods. The analysis conducted demonstrates that it is relevant to take the quality of housing into account in the analysis of rental price dynamics. The time-dummy method turns out to be quite robust to adding additional observations to the sample, while the results of the imputation method, on the contrary, change greatly depending on the choice of the base period. We believe that the adjacent period method is the best method for constructing an index. This method allows changes in the market structure and the preferences of tenants to be considered. The construction of indices for individual Moscow districts provides additional information about the situation on the rental market which may be useful to various economic agents.

Suggested Citation

  • Ekaterina Bobrovskaya & Andrey Polbin & Nikita Fokin, 2024. "Hedonic Price Indices for Moscow Short-Term Rental Housing," Russian Journal of Money and Finance, Bank of Russia, vol. 83(1), pages 77-103, March.
    • Handle: RePEc:bkr:journl:v:83:y:2024:i:1:p:77-103
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    References listed on IDEAS

    as
    1. Gleb Goncharov & Timur Natkhov, 2020. "Textual Analysis of Pricing in the Moscow Residential Real Estate Market," HSE Economic Journal, National Research University Higher School of Economics, vol. 24(1), pages 101-116.
    2. Robert J. Hill & Michael Scholz & Chihiro Shimizu & Miriam Steurer, 2018. "An evaluation of the methods used by European countries to compute their official house price Indices," Economie et Statistique / Economics and Statistics, Institut National de la Statistique et des Etudes Economiques (INSEE), issue 500-501-5, pages 221-238.
    3. Goodman, Allen C., 1978. "Hedonic prices, price indices and housing markets," Journal of Urban Economics, Elsevier, vol. 5(4), pages 471-484, October.
    4. Goodman, Allen C., 1998. "Andrew Court and the Invention of Hedonic Price Analysis," Journal of Urban Economics, Elsevier, vol. 44(2), pages 291-298, September.
    5. Marina Turuntseva & Vadim Zyamalov, 2022. "Hedonic Price Indices: Application to the Russian Market," HSE Economic Journal, National Research University Higher School of Economics, vol. 26(3), pages 429-449.
    6. Zhitkov, Konstantin & Ratnikova, Tatiana, 2014. "The construction of hedonic price indices for fauvists’ paintings," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 35(3), pages 59-85.
    7. Bobrovskaya, Ekaterina & Polbin, Andrey, 2022. "Determinants of short-term rental prices in the sharing economy: The case of Airbnb in Moscow," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 65, pages 5-28.
    8. Shanaka Herath & Gunther Maier, 2010. "The Hedonic Price Method in Real Estate and Housing Market Research: A Review of the Literature," SRE-Disc sre-disc-2010_03, Institute for Multilevel Governance and Development, Department of Socioeconomics, Vienna University of Economics and Business.
    9. Ozhegov, Evgeniy & Kosolapov, Nikita & Pozolotina, Iuliia, 2017. "On dependence between housing value and school characteristics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 47, pages 28-48.
    10. Robert J. Hill, 2013. "Hedonic Price Indexes For Residential Housing: A Survey, Evaluation And Taxonomy," Journal of Economic Surveys, Wiley Blackwell, vol. 27(5), pages 879-914, December.
    11. Olivier Chanel & Louis-André Gérard-Varet & Victor Ginsburgh, 1996. "The relevance of hedonic price indices," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 20(1), pages 1-24, March.
    12. Sidorovykh, Aleksandra, 2015. "Estimation of effects of transport accessibility on housing prices," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 37(1), pages 43-56.
    13. Petrov, Nikita & Ratnikova, Tatiana, 2017. "The price index for the paintings of Henri Matisse: The sensitivity to the method of construction and connection with stock market and art indices," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 47, pages 49-73.
    14. Giles, David E. A., 1982. "The interpretation of dummy variables in semilogarithmic equations : Unbiased estimation," Economics Letters, Elsevier, vol. 10(1-2), pages 77-79.
    15. Bartik, Timothy J, 1987. "The Estimation of Demand Parameters in Hedonic Price Models," Journal of Political Economy, University of Chicago Press, vol. 95(1), pages 81-88, February.
    16. Chanel, O. & Gerard, L.A. & Ginsburgh, V., 1992. "The Relevence of Hedonic Price Indices the Case of Paintings," G.R.E.Q.A.M. 92a19, Universite Aix-Marseille III.
    17. Wang, Xiaodan & Li, Keyang & Wu, Jing, 2020. "House price index based on online listing information: The case of China," Journal of Housing Economics, Elsevier, vol. 50(C).
    18. Chugunov, D., 2013. "Impact of School Quality and Neighborhoods on Housing Prices in Moscow," Journal of the New Economic Association, New Economic Association, vol. 17(1), pages 87-112.
    19. Frederick V. Waugh, 1928. "Quality Factors Influencing Vegetable Prices," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 10(2), pages 185-196.
    20. Reuben Ellul & Jude Darmanin & Ian Borg, 2019. "Hedonic house price indices for Malta: A mortgage-based approach," CBM Working Papers WP/02/2019, Central Bank of Malta.
    21. Katyshev, Pavel & Khakimova, Yulia, 2012. "Ecological factors and the price of Moscow apartments," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 28(4), pages 113-123.
    22. Magnus, Jan & Peresetsky, Anatoly, 2010. "The price of Moscow apartments," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 17(1), pages 89-105.
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    More about this item

    Keywords

    Airbnb; sutochno.ru; short-term rental housing; housing market; house price index; hedonic regression;
    All these keywords.

    JEL classification:

    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • E01 - Macroeconomics and Monetary Economics - - General - - - Measurement and Data on National Income and Product Accounts and Wealth; Environmental Accounts
    • R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets
    • Z39 - Other Special Topics - - Tourism Economics - - - Other

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