IDEAS home Printed from https://ideas.repec.org/p/zbw/bubdps/462013.html
   My bibliography  Save this paper

Assessing house prices in Germany: Evidence from an estimated stock-flow model using regional data

Author

Listed:
  • Kajuth, Florian
  • Knetsch, Thomas A.
  • Pinkwart, Nicolas

Abstract

Based on a stock-flow model of the housing market we estimate the relationship of house prices and explanatory macroeconomic variables in Germany using a regional panel dataset for 402 administrative districts. Using regional data exploits the variation across local housing markets and overcomes time-series data limitations. We take the regression residuals as a measure for deviations of actual house prices from their fundamental equilibrium level. The model specification allows to aggregate district-level residuals for various regional subsets. During the past two years for Germany as a whole single-family house prices appeared to be in line with their fundamental equilibrium level, whereas apartment prices significantly exceeded the fundamental price suggested by the model. The overvaluation of apartments is higher in towns and cities and most pronounced in the major seven cities, while single-family houses in cities appear to be only moderately above their fundamental levels.

Suggested Citation

  • Kajuth, Florian & Knetsch, Thomas A. & Pinkwart, Nicolas, 2013. "Assessing house prices in Germany: Evidence from an estimated stock-flow model using regional data," Discussion Papers 46/2013, Deutsche Bundesbank.
  • Handle: RePEc:zbw:bubdps:462013
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/87720/1/771926928.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Vansteenkiste, Isabel & Hiebert, Paul, 2011. "Do house price developments spillover across euro area countries? Evidence from a global VAR," Journal of Housing Economics, Elsevier, vol. 20(4), pages 299-314.
    2. Iacoviello, Matteo, 2004. "Consumption, house prices, and collateral constraints: a structural econometric analysis," Journal of Housing Economics, Elsevier, vol. 13(4), pages 304-320, December.
    3. Dieter Gerdesmeier & Andreja Lenarčič & Barbara Roffia, 2015. "An alternative method for identifying booms and busts in the Euro area housing market," Applied Economics, Taylor & Francis Journals, vol. 47(5), pages 499-518, January.
    4. Holly, Sean & Pesaran, M. Hashem & Yamagata, Takashi, 2010. "A spatio-temporal model of house prices in the USA," Journal of Econometrics, Elsevier, vol. 158(1), pages 160-173, September.
    5. Hiebert, Paul & Sydow, Matthias, 2011. "What drives returns to euro area housing? Evidence from a dynamic dividend–discount model," Journal of Urban Economics, Elsevier, vol. 70(2), pages 88-98.
    6. Bischoff, Oliver, 2012. "Explaining regional variation in equilibrium real estate prices and income," Journal of Housing Economics, Elsevier, vol. 21(1), pages 1-15.
    7. Case Karl E. & Quigley John M. & Shiller Robert J., 2005. "Comparing Wealth Effects: The Stock Market versus the Housing Market," The B.E. Journal of Macroeconomics, De Gruyter, vol. 5(1), pages 1-34, May.
    8. Jonathan McCarthy & Richard Peach, 2002. "Monetary policy transmission to residential investment," Economic Policy Review, Federal Reserve Bank of New York, vol. 8(May), pages 139-158.
    9. Min Hwang & John M. Quigley, 2006. "Economic Fundamentals In Local Housing Markets: Evidence From U.S. Metropolitan Regions," Journal of Regional Science, Wiley Blackwell, vol. 46(3), pages 425-453, August.
    10. Anthony Murphy & John Muellbauer, 1994. "Explaining regional house prices in the UK," Working Papers 199421, School of Economics, University College Dublin.
    11. Nathalie Girouard & Mike Kennedy & Paul van den Noord & Christophe André, 2006. "Recent House Price Developments: The Role of Fundamentals," OECD Economics Department Working Papers 475, OECD Publishing.
    12. James M. Poterba, 1984. "Tax Subsidies to Owner-Occupied Housing: An Asset-Market Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 99(4), pages 729-752.
    13. Glaeser, Edward L. & Gyourko, Joseph & Saiz, Albert, 2008. "Housing supply and housing bubbles," Journal of Urban Economics, Elsevier, vol. 64(2), pages 198-217, September.
    14. Ms. Deniz O Igan & Mr. Prakash Loungani, 2012. "Global Housing Cycles," IMF Working Papers 2012/217, International Monetary Fund.
    15. Malpezzi, Stephen, 1999. "A Simple Error Correction Model of House Prices," Journal of Housing Economics, Elsevier, vol. 8(1), pages 27-62, March.
    16. John Muellbauer & Gavin Cameron & John Muellbauer, 2006. "Was There A British House Price Bubble? Evidence from a Regional Panel," Economics Series Working Papers 276, University of Oxford, Department of Economics.
    17. Konstantin A. Kholodilin & Andreas Mense, 2012. "Forecasting the Prices and Rents for Flats in Large German Cities," Discussion Papers of DIW Berlin 1207, DIW Berlin, German Institute for Economic Research.
    18. Dennis R. Capozza & Patric H. Hendershott & Charlotte Mack, 2004. "An Anatomy of Price Dynamics in Illiquid Markets: Analysis and Evidence from Local Housing Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 32(1), pages 1-32, March.
    19. Iacoviello, Matteo & Minetti, Raoul, 2008. "The credit channel of monetary policy: Evidence from the housing market," Journal of Macroeconomics, Elsevier, vol. 30(1), pages 69-96, March.
    20. Willman, Alpo & Whelan, Karl & Altissimo, Filippo & Georgiou, Evaggelia & Sastre, Teresa & Valderrama, Maria Teresa & Sterne, Gabriel & Stocker, Marc & Weth, Mark, 2005. "Wealth and asset price effects on economic activity," Occasional Paper Series 29, European Central Bank.
    21. Denise DiPasquale & William C. Wheaton, 1992. "The Markets for Real Estate Assets and Space: A Conceptual Framework," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 20(2), pages 181-198, June.
    22. Philip Lowe & Claudio Borio, 2002. "Asset prices, financial and monetary stability: exploring the nexus," BIS Working Papers 114, Bank for International Settlements.
    23. Charles Himmelberg & Christopher Mayer & Todd Sinai, 2005. "Assessing High House Prices: Bubbles, Fundamentals and Misperceptions," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 67-92, Fall.
    24. Adams, Zeno & Füss, Roland, 2010. "Macroeconomic determinants of international housing markets," Journal of Housing Economics, Elsevier, vol. 19(1), pages 38-50, March.
    25. Karl Whelan & Filippo Altissimo & Evaggelia Georgiou & Teresa Sastre & Maria Teresa Valderrama & Gabriel Sterne & Marc Stocker & Mark Weth & Alpo Willman, 2005. "Wealth and asset price effects on economic activity," Open Access publications 10197/210, School of Economics, University College Dublin.
    26. Dreger, Christian & Kholodilin, Konstantin A., 2013. "An early warning system to predict speculative house price bubbles," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 7, pages 1-26.
    27. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    28. Koetter, Michael & Poghosyan, Tigran, 2010. "Real estate prices and bank stability," Journal of Banking & Finance, Elsevier, vol. 34(6), pages 1129-1138, June.
    29. McQuinn, Kieran & O'Reilly, Gerard, 2006. "Assessing the Role of Income and Interest Rates in Determining House Prices," Research Technical Papers 15/RT/06, Central Bank of Ireland.
    30. Hiebert, Paul & Sydow, Matthias, 2011. "What drives returns to euro area housing? Evidence from a dynamic dividend-discount model," Journal of Urban Economics, Elsevier, vol. 70(2-3), pages 88-98, September.
    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. Breidenbach Philipp & Schaffner Sandra, 2020. "Real estate data for Germany (RWI-GEO-RED)," German Economic Review, De Gruyter, vol. 21(3), pages 401-416, September.
    2. Lenarčič, Črt & Zorko, Robert & Herman, Uroš & Savšek, Simon, 2016. "A Primer on Slovene House Prices Forecast," MPRA Paper 103552, University Library of Munich, Germany.
    3. Ansgar Belke & Jonas Keil, 2018. "Fundamental Determinants of Real Estate Prices: A Panel Study of German Regions," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 24(1), pages 25-45, February.
    4. Oestmann Marco & Bennöhr Lars, 2015. "Determinants of house price dynamics. What can we learn from search engine data?," Review of Economics, De Gruyter, vol. 66(1), pages 99-127, April.
    5. Kholodilin, Konstantin A. & Michelsen, Claus & Ulbricht, Dirk, 2018. "Speculative price bubbles in urban housing markets," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 55(4), pages 1957-1983.
    6. Darius Kulikauskas, 2015. "Measuring fundamental housing prices in the Baltic States: empirical approach," ERES eres2015_31, European Real Estate Society (ERES).
    7. Bienert, Sven & Sebastian, Steffen P. & Just, Tobias, . "Niedrigzinsumfeld und die Auswirkungen auf die Immobilienwirtschaft," Beiträge zur Immobilienwirtschaft, University of Regensburg, Department of Economics, number 8, August.
    8. Lerbs, Oliver & Hiller, Norbert, 2015. "Aging and Urban House Prices," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113136, Verein für Socialpolitik / German Economic Association.
    9. Hana Hejlová & Michal Hlaváček & Luboš Komárek, . "A Comprehensive Method for House Price Sustainability Assessment in the Czech Republic," Prague Economic Papers, University of Economics, Prague, vol. 0, pages 1-17.
    10. Lenarčič, Črt & Damjanović, Milan, 2015. "Slovene Residential Property Prices Misalignment with Fundamentals," MPRA Paper 101198, University Library of Munich, Germany.
    11. Jan R. Kim & Gieyoung Lim, 2018. "A look into German housing markets: A bubble call?," International Area Studies Review, Center for International Area Studies, Hankuk University of Foreign Studies, vol. 21(4), pages 289-301, December.
    12. Laurynas Narusevicius & Tomas Ramanauskas & Laura Gudauskaitė & Tomas Reichenbachas, 2019. "Lithuanian house price index: modelling and forecasting," Bank of Lithuania Occasional Paper Series 28, Bank of Lithuania.
    13. Muellbauer, John & Geiger, Felix & Rupprecht, Manuel, 2016. "The housing market, household portfolios and the German consumer," Working Paper Series 1904, European Central Bank.
    14. Konstantin A. Kholodilin & Claus Michelsen & Dirk Ulbricht, 2014. "Speculative Price Bubbles in Urban Housing Markets in Germany," Discussion Papers of DIW Berlin 1417, DIW Berlin, German Institute for Economic Research.
    15. Hana Hejlová & Michal Hlaváček & Luboš Komárek, 2017. "A Comprehensive Method for House Price Sustainability Assessment in the Czech Republic," Prague Economic Papers, Prague University of Economics and Business, vol. 2017(3), pages 269-285.
    16. Hiller, Norbert & Lerbs, Oliver W., 2016. "Aging and urban house prices," Regional Science and Urban Economics, Elsevier, vol. 60(C), pages 276-291.
    17. Engerstam, Sviatlana, 2020. "Macroeconomic determinants of apartment prices in Swedish and German cities," Working Paper Series 20/2, Royal Institute of Technology, Department of Real Estate and Construction Management & Banking and Finance.
    18. Ch. Warisse, 2017. "Analysis of the developments in residential property prices : Is the Belgian market overvalued ?," Economic Review, National Bank of Belgium, issue i, pages 61-77, June.
    19. 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. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    2. Engerstam, Sviatlana, 2020. "Macroeconomic determinants of apartment prices in Swedish and German cities," Working Paper Series 20/2, Royal Institute of Technology, Department of Real Estate and Construction Management & Banking and Finance.
    3. Efthymios Pavlidis & Alisa Yusupova & Ivan Paya & David Peel & Enrique Martínez-García & Adrienne Mack & Valerie Grossman, 2016. "Episodes of Exuberance in Housing Markets: In Search of the Smoking Gun," The Journal of Real Estate Finance and Economics, Springer, vol. 53(4), pages 419-449, November.
    4. Oikarinen, Elias, 2009. "Household borrowing and metropolitan housing price dynamics - Empirical evidence from Helsinki," Journal of Housing Economics, Elsevier, vol. 18(2), pages 126-139, June.
    5. Trond-Arne Borgersen & Anne Wenche Emblem, 2022. "Mortgage Market Induced Booms and Busts in the Housing Market in a Modified DiPasquale-Wheaton Model," International Real Estate Review, Global Social Science Institute, vol. 25(3), pages 281-306.
    6. Kholodilin Konstantin A. & Menz Jan-Oliver & Siliverstovs Boriss, 2010. "What Drives Housing Prices Down? Evidence from an International Panel," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 230(1), pages 59-76, February.
    7. Rose Cunningham & Ilan Kolet, 2007. "Housing Market Cycles and Duration Dependence in the United States and Canada," Staff Working Papers 07-2, Bank of Canada.
    8. Rangan Gupta & Christophe André & Luis Gil-Alana, 2015. "Comovement in Euro area housing prices: A fractional cointegration approach," Urban Studies, Urban Studies Journal Limited, vol. 52(16), pages 3123-3143, December.
    9. Damen, Sven & Vastmans, Frank & Buyst, Erik, 2016. "The effect of mortgage interest deduction and mortgage characteristics on house prices," Journal of Housing Economics, Elsevier, vol. 34(C), pages 15-29.
    10. Stijn Claessens & M Ayhan Kose, 2017. "Asset prices and macroeconomic outcomes: a survey," BIS Working Papers 676, Bank for International Settlements.
    11. Kajuth, Florian, 2010. "The role of liquidity constraints in the response of monetary policy to house prices," Journal of Financial Stability, Elsevier, vol. 6(4), pages 230-242, December.
    12. Engsted, Tom & Pedersen, Thomas Q., 2014. "Housing market volatility in the OECD area: Evidence from VAR based return decompositions," Journal of Macroeconomics, Elsevier, vol. 42(C), pages 91-103.
    13. Elias Oikarinen & Janne Engblom, 2016. "Differences in housing price dynamics across cities: A comparison of different panel model specifications," Urban Studies, Urban Studies Journal Limited, vol. 53(11), pages 2312-2329, August.
    14. Frederic S. Mishkin, 2007. "Housing and the monetary transmission mechanism," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 359-413.
    15. Frederic S. Mishkin, 2007. "\"Housing and the monetary transmission mechanism,\" Finance and Economics Discussion Series Working Paper: a speech at the Federal Reserve Bank of Kansas City's Economic Symposium, Jackson ," Speech 312, Board of Governors of the Federal Reserve System (U.S.).
    16. MeiChi Huang, 2017. "Vulnerabilities to housing bubbles: Evidence from linkages between housing prices and income fundamentals," International Finance, Wiley Blackwell, vol. 20(1), pages 64-91, March.
    17. Elias Oikarinen & Janne Engblom, 2012. "Regional differences in housing price dynamics: panel data evidence," ERES eres2012_059, European Real Estate Society (ERES).
    18. Brady, Ryan R., 2014. "The spatial diffusion of regional housing prices across U.S. states," Regional Science and Urban Economics, Elsevier, vol. 46(C), pages 150-166.
    19. Ghysels, Eric & Plazzi, Alberto & Valkanov, Rossen & Torous, Walter, 2013. "Forecasting Real Estate Prices," Handbook of Economic Forecasting, in: G. Elliott & C. Granger & A. Timmermann (ed.), Handbook of Economic Forecasting, edition 1, volume 2, chapter 0, pages 509-580, Elsevier.
    20. Brian Micallef, 2016. "Property price misalignment with fundamentals in Malta," CBM Working Papers WP/03/2016, Central Bank of Malta.

    More about this item

    Keywords

    fundamental house prices; regional house prices; housing demand and supply;
    All these keywords.

    JEL classification:

    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand
    • 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:zbw:bubdps:462013. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/dbbgvde.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.