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Capital Flows, Real Estate, and Local Cycles: Evidence from German Cities, Banks, and Firms

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  • Peter Bednarek
  • Daniel Marcel te Kaat
  • Chang Ma
  • Alessandro Rebucci

Abstract

We study how an aggregate bank flow shock impacts German cities' GDP growth depending on the state of their local real estate markets. Identification exploits a policy framework assigning refugees to cities on a quasi-random basis and variation in non-developable area for the construction of a measure of exposure to local real estate market tightness. We estimate that the German cities most exposed to real estate market pressure grew 2.5-5.0 percentage points more than the least exposed ones, cumulatively, during the 2009-2014 period. Bank flow shocks shift credit to firms with more collateral. More collateral also leads firms to hire and invest more in response to these shocks.

Suggested Citation

  • Peter Bednarek & Daniel Marcel te Kaat & Chang Ma & Alessandro Rebucci, 2020. "Capital Flows, Real Estate, and Local Cycles: Evidence from German Cities, Banks, and Firms," NBER Working Papers 26820, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:26820
    Note: CF EFG IFM ME PE
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    as
    1. Jordà, Òscar & Schularick, Moritz & Taylor, Alan M., 2015. "Betting the house," Journal of International Economics, Elsevier, vol. 96(S1), pages 2-18.
    2. Yusuf Soner Baskaya & Julian di Giovanni & Sebnem Kalemli-Özcan & Mehmet Fatih Ulu, 2017. "International spillovers and local credit cycles," Economics Working Papers 1559, Department of Economics and Business, Universitat Pompeu Fabra, revised Aug 2017.
    3. Gabriel M. Ahlfeldt & Stephen J. Redding & Daniel M. Sturm & Nikolaus Wolf, 2015. "The Economics of Density: Evidence From the Berlin Wall," Econometrica, Econometric Society, vol. 83, pages 2127-2189, November.
    4. Matteo Iacoviello, 2005. "House Prices, Borrowing Constraints, and Monetary Policy in the Business Cycle," American Economic Review, American Economic Association, vol. 95(3), pages 739-764, June.
    5. Baskaya, Yusuf Soner & di Giovanni, Julian & Kalemli-Özcan, Şebnem & Peydro, José-Luis & Ulu, Mehmet Fatih, 2017. "Capital flows and the international credit channel," Journal of International Economics, Elsevier, vol. 108(S1), pages 15-22.
    6. Christian Dustmann & Kristine Vasiljeva & Anna Piil Damm, 2019. "Refugee Migration and Electoral Outcomes," Review of Economic Studies, Oxford University Press, vol. 86(5), pages 2035-2091.
    7. Roback, Jennifer, 1982. "Wages, Rents, and the Quality of Life," Journal of Political Economy, University of Chicago Press, vol. 90(6), pages 1257-1278, December.
    8. Stijn Van Nieuwerburgh & Jack Favilukis, 2017. "Out-of-town Home Buyers and City Welfare," 2017 Meeting Papers 486, Society for Economic Dynamics.
    9. Gambacorta, Leonardo & Shin, Hyun Song, 2018. "Why bank capital matters for monetary policy," Journal of Financial Intermediation, Elsevier, vol. 35(PB), pages 17-29.
    10. Alberto Martin & Enrique Moral-Benito & Tom Schmitz, 2018. "The financial transmission of housing booms: evidence from Spain," Economics Working Papers 1613, Department of Economics and Business, Universitat Pompeu Fabra, revised Sep 2020.
    11. Cesa-Bianchi, Ambrogio & Ferrero, Andrea & Rebucci, Alessandro, 2018. "International credit supply shocks," Journal of International Economics, Elsevier, vol. 112(C), pages 219-237.
    12. Aizenman, Joshua & Jinjarak, Yothin, 2009. "Current account patterns and national real estate markets," Journal of Urban Economics, Elsevier, vol. 66(2), pages 75-89, September.
    13. Pierre-Olivier Gourinchas & Olivier Jeanne, 2013. "Capital Flows to Developing Countries: The Allocation Puzzle," Review of Economic Studies, Oxford University Press, vol. 80(4), pages 1484-1515.
    14. Semih Tumen, 2016. "The Economic Impact of Syrian Refugees on Host Countries: Quasi-experimental Evidence from Turkey," American Economic Review, American Economic Association, vol. 106(5), pages 456-460, May.
    15. Nicola Cetorelli & Linda S Goldberg, 2011. "Global Banks and International Shock Transmission: Evidence from the Crisis," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 59(1), pages 41-76, April.
    16. Alberto Martín & Enrique Moral-Benito & Tom Schmitz, 2018. "The Financial Transmission of Housing Bubbles: Evidence from Spain," Working Papers 625, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    17. Pesaran, M. Hashem, 2015. "Time Series and Panel Data Econometrics," OUP Catalogue, Oxford University Press, number 9780198759980.
    18. Mathias Hoffmann & Iryna Stewen, 2015. "Holes in the Dike: The Global Savings Glut, U.S. House Prices and the Long Shadow of Banking Deregulation," CESifo Working Paper Series 5332, CESifo.
    19. Jie Gan, 2007. "The Real Effects of Asset Market Bubbles: Loan- and Firm-Level Evidence of a Lending Channel," Review of Financial Studies, Society for Financial Studies, vol. 20(6), pages 1941-1973, November.
    20. Joseph Gyourko, 2009. "Understanding Commercial Real Estate: Just How Different from Housing Is It?," NBER Working Papers 14708, National Bureau of Economic Research, Inc.
    21. Fabian Eckert & Conor Walsh & Mads Hejlesen, 2018. "The Return to Big City Experience: Evidence from Danish Refugees," 2018 Meeting Papers 1214, Society for Economic Dynamics.
    22. Jack Favilukis & David Kohn & Sydney C. Ludvigson & Stijn Van Nieuwerburgh, 2012. "International Capital Flows and House Prices: Theory and Evidence," NBER Chapters, in: Housing and the Financial Crisis, pages 235-299, National Bureau of Economic Research, Inc.
    23. Mauricio Larrain & Sebastian Stumpner, 2017. "Capital Account Liberalization and Aggregate Productivity: The Role of Firm Capital Allocation," Journal of Finance, American Finance Association, vol. 72(4), pages 1825-1858, August.
    24. Chang Woon Nam & Peter Steinhoff, 2019. "The Role of Volunteers in German Refugee Crisis and Their Contribution to Local Government Expenditure," CESifo Forum, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 20(03), pages 25-30, October.
    25. Valentina Bruno & Hyun Song Shin, 2015. "Cross-Border Banking and Global Liquidity," Review of Economic Studies, Oxford University Press, vol. 82(2), pages 535-564.
    26. Wooldridge, Jeffrey M., 2009. "On estimating firm-level production functions using proxy variables to control for unobservables," Economics Letters, Elsevier, vol. 104(3), pages 112-114, September.
    27. Indraneel Chakraborty & Itay Goldstein & Andrew MacKinlay, 2018. "Housing Price Booms and Crowding-Out Effects in Bank Lending," Review of Financial Studies, Society for Financial Studies, vol. 31(7), pages 2806-2853.
    28. Steven J. Davis & John C. Haltiwanger, 2019. "Dynamism Diminished: The Role of Housing Markets and Credit Conditions," NBER Working Papers 25466, National Bureau of Economic Research, Inc.
    29. Helene Rey, 2013. "Dilemma not trilemma: the global cycle and monetary policy independence," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 1-2.
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    Cited by:

    1. Sebastian Doerr, 2020. "Housing booms, reallocation and productivity," BIS Working Papers 904, Bank for International Settlements.
    2. Bednarek, Peter & Dinger, Valeriya & te Kaat, Daniel Marcel & von Westernhagen, Natalja, 2020. "Central bank funding and credit risk-taking," Discussion Papers 36/2020, Deutsche Bundesbank.
    3. Maria Chiara Cavalleri & Boris Cournède & Volker Ziemann, 2019. "Housing markets and macroeconomic risks," OECD Economics Department Working Papers 1555, OECD Publishing.

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    More about this item

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D53 - Microeconomics - - General Equilibrium and Disequilibrium - - - Financial Markets
    • E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Investment; Capital; Intangible Capital; Capacity
    • E3 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • F3 - International Economics - - International Finance
    • G01 - Financial Economics - - General - - - Financial Crises
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • R3 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location

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