IDEAS home Printed from https://ideas.repec.org/p/diw/diwwpp/dp1212.html
   My bibliography  Save this paper

Internet Offer Prices for Flats and Their Determinants: A Cross Section of Large European Cities

Author

Listed:
  • Konstantin A. Kholodilin

Abstract

In this paper, we construct a data set of Internet offer prices for flats in 48 large European cities from 24 countries. The data are collected in January - April 2012 from 33 websites, where the advertisements of flats for sale are placed. Using these data we investigate the determinants of the flat prices. Four factors are found to be relevant for the flats' price level: income per capita, population density, unemployment rate, and Gini index. The results are robust both to excluding variables and to applying two alternative estimation techniques: OLS and quantile regression. Based on our estimation results we are able to identify the cities, where the prices are overvalued, and those, where the prices are undervalued. This is a useful information that allows analyzing and comparing the housing markets in large European cities.

Suggested Citation

  • Konstantin A. Kholodilin, 2012. "Internet Offer Prices for Flats and Their Determinants: A Cross Section of Large European Cities," Discussion Papers of DIW Berlin 1212, DIW Berlin, German Institute for Economic Research.
  • Handle: RePEc:diw:diwwpp:dp1212
    as

    Download full text from publisher

    File URL: https://www.diw.de/documents/publikationen/73/diw_01.c.401712.de/dp1212.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Mantu Kumar Mahalik & Hrushikesh Mallick, 2011. "What Causes Asset Price Bubble in an Emerging Economy? Some Empirical Evidence in the Housing Sector of India," International Economic Journal, Taylor & Francis Journals, vol. 25(2), pages 215-237.
    2. Konstantin A. Kholodilin & Andreas Mense, 2011. "Can Internet Ads Serve as an Indicator of Homeownership Rates?," Discussion Papers of DIW Berlin 1168, DIW Berlin, German Institute for Economic Research.
    3. Balázs Égert & Dubravko Mihaljek, 2007. "Determinants of House Prices in Central and Eastern Europe," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 49(3), pages 367-388, September.
    4. Ozanne, Larry & Thibodeau, Thomas, 1983. "Explaining metropolitan housing price differences," Journal of Urban Economics, Elsevier, vol. 13(1), pages 51-66, January.
    5. Michal Hlavacek & Lubos Komarek, 2009. "Property Price Determinants in the Czech Regions," Occasional Publications - Chapters in Edited Volumes, in: CNB Financial Stability Report 2008/2009, chapter 0, pages 82-91, Czech National Bank.
    6. James M. Poterba, 1991. "House Price Dynamics: The Role of Tax Policy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 22(2), pages 143-204.
    7. Konstantin A. Kholodilin & Andreas Mense, 2012. "Internet-Based Hedonic Indices of Rents and Prices for Flats: Example of Berlin," Discussion Papers of DIW Berlin 1191, DIW Berlin, German Institute for Economic Research.
    8. Karol Jan Borowiecki, 2009. "The Determinants of House Prices and Construction: An Empirical Investigation of the Swiss Housing Economy," International Real Estate Review, Global Social Science Institute, vol. 12(3), pages 193-220.
    9. Mr. R. S Craig & Mr. Changchun Hua, 2011. "Determinants of Property Prices in Hong Kong SAR: Implications for Policy," IMF Working Papers 2011/277, International Monetary Fund.
    10. Clapp John M. & Giaccotto Carmelo, 1994. "The Influence of Economic Variables on Local House Price Dynamics," Journal of Urban Economics, Elsevier, vol. 36(2), pages 161-183, September.
    11. Onur Özsoy & Hasan Şahin, 2009. "Housing price determinants in Istanbul, Turkey," International Journal of Housing Markets and Analysis, Emerald Group Publishing Limited, vol. 2(2), pages 167-178, May.
    12. Gregory D Sutton, 2002. "Explaining changes in house prices," BIS Quarterly Review, Bank for International Settlements, September.
    13. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    14. Çağlayan Ebru & Arikan Eban, 2011. "Determinants of house prices in Istanbul: a quantile regression approach," Quality & Quantity: International Journal of Methodology, Springer, vol. 45(2), pages 305-317, February.
    15. Chyi Lin Lee, 2009. "Housing price volatility and its determinants," International Journal of Housing Markets and Analysis, Emerald Group Publishing Limited, vol. 2(3), pages 293-308, August.
    16. Vahram Stepanyan & Mr. Tigran Poghosyan & Aidyn Bibolov, 2010. "House Price Determinants in Selected Countries of the Former Soviet Union," IMF Working Papers 2010/104, International Monetary Fund.
    17. Matteo Iacoviello, 2002. "House Prices and Business Cycles in Europe: a VAR Analysis," Boston College Working Papers in Economics 540, Boston College Department of Economics.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Thomschke, Lorenz, 2015. "Changes in the distribution of rental prices in Berlin," Regional Science and Urban Economics, Elsevier, vol. 51(C), pages 88-100.
    2. Konstantin Kholodilin, 2015. "Speculative Bubbles in Urban Housing Markets in Germany," ERSA conference papers ersa15p67, European Regional Science Association.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Kholodilin, Konstantin A. & Ulbricht, Dirk, 2015. "Urban house prices: A tale of 48 cities," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 9, pages 1-43.
    2. Masron, tajul & Mohd Nor, Abu Hassan Shaari, 2016. "Foreign Investment in Real Estate and Housing Affordability," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 50(1), pages 15-28.
    3. Alessio Ciarlone, 2015. "House price cycles in emerging economies," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 32(1), pages 17-52, March.
    4. Christophe Blot, 2006. "Peut-on parler de bulle sur le marché immobilier au Luxembourg ?," BCL working papers 20, Central Bank of Luxembourg.
    5. Tamara Slišković, 2018. "Analiza međuovisnosti stambenog tržišta i makroekonomskog sustava u Hrvatskoj," EFZG Occasional Publications (Department of Macroeconomics), in: Zbornik radova znanstvenog skupa: Modeli razvoja hrvatskog gospodarstva, (ur. Družić, G.; Družić, I., izdavač: Ekonomski fakultet Zagreb; Hrvatska aka, edition 1, volume 1, chapter 11, pages 247-280, Faculty of Economics and Business, University of Zagreb.
    6. Rehman, Saira & Moutinho, Nuno & Alves, Jorge, 2020. "The Relationship Between Portuguese Economy Indicators And Housing Prices," Journal of Tourism, Sustainability and Well-being, Cinturs - Research Centre for Tourism, Sustainability and Well-being, University of Algarve, vol. 8(4), pages 270-286.
    7. Paulo M.M. Rodrigues & Rita Fradique Lourenço, 2015. "House prices: bubbles, exuberance or something else? Evidence from euro area countries," Working Papers w201517, Banco de Portugal, Economics and Research Department.
    8. Ponomarenko, Alexey, 2013. "Early warning indicators of asset price boom/bust cycles in emerging markets," Emerging Markets Review, Elsevier, vol. 15(C), pages 92-106.
    9. Béchir Bouzid, 2010. "Titrisation des emprunts hypothécaires et bulle immobilière aux États-Unis : les origines d’une débâcle," Revue d'Économie Financière, Programme National Persée, vol. 97(2), pages 101-142.
    10. Biljana Davidovska Stojanova & Branimir Jovanovic & Maja Kadievska Vojnovic & Gani Ramadani & Magdalena Petrovska, 2008. "Real Estate Prices In The Republic Of Macedonia," Working Papers 2008-03, National Bank of the Republic of North Macedonia.
    11. Abdul Aziz, Ahmad Faizal, 2011. "Causality of Residential Properties Price Movements in Malaysia," MPRA Paper 47682, University Library of Munich, Germany.
    12. François Ortalo-Magné & Sven Rady, 2006. "Housing Market Dynamics: On the Contribution of Income Shocks and Credit Constraints ," Review of Economic Studies, Oxford University Press, vol. 73(2), pages 459-485.
    13. Benítez-Silva, Hugo & Eren, Selçuk & Heiland, Frank & Jiménez-Martín, Sergi, 2015. "How well do individuals predict the selling prices of their homes?," Journal of Housing Economics, Elsevier, vol. 29(C), pages 12-25.
    14. Tafirenyika Sunde & Paul-Francois Muzindutsi, 2017. "Determinants of house prices and new construction activity: An empirical investigation of the Namibian housing market," Journal of Developing Areas, Tennessee State University, College of Business, vol. 51(3), pages 389-407, July-Sept.
    15. John M. Quigley, 1999. "Real Estate Prices and Economic Cycles," International Real Estate Review, Global Social Science Institute, vol. 2(1), pages 1-20.
    16. Katrin Assenmacher & Stefan Gerlach, 2008. "Financial Structure and the Impact of Monetary Policy on Asset Prices," Working Papers 2008-16, Swiss National Bank.
    17. Benedetto Manganelli & Francesco Tajani, 2015. "Macroeconomic Variables and Real Estate in Italy and in the usa," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2015(3), pages 31-48.
    18. Robert Edelstein & Desmond Tsang, 2007. "Dynamic Residential Housing Cycles Analysis," The Journal of Real Estate Finance and Economics, Springer, vol. 35(3), pages 295-313, October.
    19. Assenmacher-Wesche, Katrin & Gerlach, Stefan, 2008. "Ensuring financial stability: Financial structure and the impact of monetary policy on asset prices," IMFS Working Paper Series 16, Goethe University Frankfurt, Institute for Monetary and Financial Stability (IMFS).
    20. Coën, Alain & Pourcelot, Alexis & Malle, Richard, 2022. "Macroeconomic shocks and ripple effects in the Greater Paris Metropolis," Journal of Housing Economics, Elsevier, vol. 56(C).

    More about this item

    Keywords

    Internet ads; flats' prices; large European cities; fundamental prices;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:diw:diwwpp:dp1212. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Bibliothek (email available below). General contact details of provider: https://edirc.repec.org/data/diwbede.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.