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

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  • Rebucci, Alessandro
  • Bednarek, Peter
  • te Kaat, Daniel Marcel
  • Ma, Chang
Abstract
Capital flows and real estate are pro-cyclical, and real estate has a substantial weight in economies’ income and wealth. In this paper, we study the role of real estate markets in the transmission of bank flow shocks to output growth across German cities. The empirical analysis relies on a new and unique matched data set at the city level and the bank-firm level. To measure bank flow shocks, we show that changes in sovereign spreads of Southern European countries (the so-called GIPS spread) can predict German cross-border bank flows. To achieve identification by geographic variation, in addition to a traditional supply-side variable, we use a novel instrument that exploits a policy assigning refugee immigrants to municipalities on an exogenous basis. We find that output growth responds more to bank flow shocks in cities that are more exposed to tightness in local real estate markets. We estimate that, during the 2009-2014 period, for every 100-basis point increase in the GIPS spread, the most exposed cities grow 15-25 basis points more than the least exposed ones. Moreover, the differential response of commercial property prices can explain most of this growth differential. When we unpack the transmission mechanism by using matched bank-firm-level data on credit, employment, capital expenditure and TFP, we find that firm real estate collateral as measured by tangible fixed assets plays a critical role. In particular, bank flow shocks increase the credit supply to firms and sectors with more real estate collateral. Higher credit supply then leads firms to hire and invest more, without evidence of capital misallocation.

Suggested Citation

  • Rebucci, Alessandro & Bednarek, Peter & te Kaat, Daniel Marcel & Ma, Chang, 2019. "Capital Flows, Real Estate, and Local Cycles: Evidence from German Cities, Banks, and Firms," CEPR Discussion Papers 14187, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:14187
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    1. Efraim Benmelech & Mark J. Garmaise & Tobias J. Moskowitz, 2005. "Do Liquidation Values Affect Financial Contracts? Evidence from Commercial Loan Contracts and Zoning Regulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(3), pages 1121-1154.
    2. Badarinza, Cristian & Ramadorai, Tarun, 2018. "Home away from home? Foreign demand and London house prices," Journal of Financial Economics, Elsevier, vol. 130(3), pages 532-555.
    3. Mathias Hoffmann & Iryna Stewen, 2020. "Holes in the Dike: The Global Savings Glut, U.S. House Prices, and the Long Shadow of Banking Deregulation," Journal of the European Economic Association, European Economic Association, vol. 18(4), pages 2013-2055.
    4. Jordà, Òscar & Schularick, Moritz & Taylor, Alan M., 2015. "Betting the house," Journal of International Economics, Elsevier, vol. 96(S1), pages 2-18.
    5. Gita Gopinath & Şebnem Kalemli-Özcan & Loukas Karabarbounis & Carolina Villegas-Sanchez, 2017. "Capital Allocation and Productivity in South Europe," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1915-1967.
    6. Giovanni Favara & Jean Imbs, 2015. "Credit Supply and the Price of Housing," American Economic Review, American Economic Association, vol. 105(3), pages 958-992, March.
    7. Julian di Giovanni & Şebnem Kalemli-Özcan & Mehmet Fatih Ulu & Yusuf Soner Baskaya, 2022. "International Spillovers and Local Credit Cycles," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(2), pages 733-773.
    8. Thomas Chaney & David Sraer & David Thesmar, 2012. "The Collateral Channel: How Real Estate Shocks Affect Corporate Investment," American Economic Review, American Economic Association, vol. 102(6), pages 2381-2409, October.
    9. 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.
    10. Galina Hale & Maurice Obstfeld, 2016. "The Euro And The Geography Of International Debt Flows," Journal of the European Economic Association, European Economic Association, vol. 14(1), pages 115-144, February.
    11. 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.
    12. 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.
    13. Christian Dustmann & Kristine Vasiljeva & Anna Piil Damm, 2019. "Refugee Migration and Electoral Outcomes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(5), pages 2035-2091.
    14. 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.
    15. Albert Saiz, 2010. "The Geographic Determinants of Housing Supply," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1253-1296.
    16. Jack Favilukis & Stijn Van Nieuwerburgh, 2021. "Out‐of‐Town Home Buyers and City Welfare," Journal of Finance, American Finance Association, vol. 76(5), pages 2577-2638, October.
    17. Gambacorta, Leonardo & Shin, Hyun Song, 2018. "Why bank capital matters for monetary policy," Journal of Financial Intermediation, Elsevier, vol. 35(PB), pages 17-29.
    18. Xavier Giroud & Holger M. Mueller, 2018. "Firm Leverage and Regional Business Cycles," NBER Working Papers 25325, National Bureau of Economic Research, Inc.
    19. Nicola Cetorelli & Linda S. Goldberg, 2012. "Follow the Money: Quantifying Domestic Effects of Foreign Bank Shocks in the Great Recession," American Economic Review, American Economic Association, vol. 102(3), pages 213-218, May.
    20. Fratzscher, Marcel, 2012. "Capital flows, push versus pull factors and the global financial crisis," Journal of International Economics, Elsevier, vol. 88(2), pages 341-356.
    21. Alberto Martín & Enrique Moral-Benito & Tom Schmitz, 2021. "The Financial Transmission of Housing Booms: Evidence from Spain," American Economic Review, American Economic Association, vol. 111(3), pages 1013-1053, March.
    22. Martin C. Schmalz & David A. Sraer & David Thesmar, 2017. "Housing Collateral and Entrepreneurship," Journal of Finance, American Finance Association, vol. 72(1), pages 99-132, February.
    23. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    24. Mayda, Anna-Maria & Parsons, Christopher & Pham, Han & Vézina, Pierre-Louis, 2022. "Refugees and foreign direct investment: Quasi-experimental evidence from US resettlements," Journal of Development Economics, Elsevier, vol. 156(C).
    25. Cesa-Bianchi, Ambrogio & Ferrero, Andrea & Rebucci, Alessandro, 2018. "International credit supply shocks," Journal of International Economics, Elsevier, vol. 112(C), pages 219-237.
    26. Markus Behn & Rainer Haselmann & Paul Wachtel, 2016. "Procyclical Capital Regulation and Lending," Journal of Finance, American Finance Association, vol. 71(2), pages 919-956, April.
    27. 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.
    28. Marco Di Maggio & Amir Kermani, 2017. "Credit-Induced Boom and Bust," The Review of Financial Studies, Society for Financial Studies, vol. 30(11), pages 3711-3758.
    29. Asim Ijaz Khwaja & Atif Mian, 2008. "Tracing the Impact of Bank Liquidity Shocks: Evidence from an Emerging Market," American Economic Review, American Economic Association, vol. 98(4), pages 1413-1442, September.
    30. Pierre-Olivier Gourinchas & Olivier Jeanne, 2013. "Capital Flows to Developing Countries: The Allocation Puzzle," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(4), pages 1484-1515.
    31. 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.
    32. 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.
    33. Efraim Benmelech & Nittai K. Bergman, 2008. "Liquidation Values and the Credibility of Financial Contract Renegotiation: Evidence from U.S. Airlines," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(4), pages 1635-1677.
    34. Ambrogio Cesa‐Bianchi & Luis Felipe Cespedes & Alessandro Rebucci, 2015. "Global Liquidity, House Prices, and the Macroeconomy: Evidence from Advanced and Emerging Economies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(S1), pages 301-335, March.
    35. Forbes, Kristin J. & Warnock, Francis E., 2012. "Capital flow waves: Surges, stops, flight, and retrenchment," Journal of International Economics, Elsevier, vol. 88(2), pages 235-251.
    36. Atif Mian & Amir Sufi & Emil Verner, 2017. "How do Credit Supply Shocks Affect the Real Economy? Evidence from the United States in the 1980s," NBER Working Papers 23802, National Bureau of Economic Research, Inc.
    37. Pesaran, M. Hashem, 2015. "Time Series and Panel Data Econometrics," OUP Catalogue, Oxford University Press, number 9780198759980.
    38. 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.
    39. Jie Gan, 2007. "The Real Effects of Asset Market Bubbles: Loan- and Firm-Level Evidence of a Lending Channel," The Review of Financial Studies, Society for Financial Studies, vol. 20(6), pages 1941-1973, November.
    40. 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.
    41. Steven J. Davis & John Haltiwanger, 2024. "Dynamism Diminished: The Role of Housing Markets and Credit Conditions," American Economic Journal: Macroeconomics, American Economic Association, vol. 16(2), pages 29-61, April.
    42. Joseph Gyourko, 2009. "Understanding Commercial Real Estate: Just How Different from Housing Is It?," NBER Working Papers 14708, National Bureau of Economic Research, Inc.
    43. 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.
    44. 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.
    45. repec:hal:spmain:info:hdl:2441/75koqefued8i7pihbrl9u84p4u is not listed on IDEAS
    46. 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.
    47. repec:hal:pseose:hal-01301589 is not listed on IDEAS
    48. 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.
    49. Mueller, Holger & Giroud, Xavier, 2018. "Firm Leverage and Regional Business Cycles," CEPR Discussion Papers 13355, C.E.P.R. Discussion Papers.
    50. Murillo Campello & Erasmo Giambona, 2011. "Capital Structure and the Redeployability of Tangible Assets," Tinbergen Institute Discussion Papers 11-091/2/DSF24, Tinbergen Institute.
    51. Marjorie Flavin & Takashi Yamashita, 2002. "Owner-Occupied Housing and the Composition of the Household Portfolio," American Economic Review, American Economic Association, vol. 92(1), pages 345-362, March.
    52. Valentina Bruno & Hyun Song Shin, 2015. "Cross-Border Banking and Global Liquidity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(2), pages 535-564.
    53. Davis, Morris A. & Van Nieuwerburgh, Stijn, 2015. "Housing, Finance, and the Macroeconomy," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 753-811, Elsevier.
    54. 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.
    55. Indraneel Chakraborty & Itay Goldstein & Andrew MacKinlay, 2018. "Housing Price Booms and Crowding-Out Effects in Bank Lending," The Review of Financial Studies, Society for Financial Studies, vol. 31(7), pages 2806-2853.
    56. 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.
    57. Gennaro Bernile & Vineet Bhagwat & P. Raghavendra Rau, 2017. "What Doesn't Kill You Will Only Make You More Risk-Loving: Early-Life Disasters and CEO Behavior," Journal of Finance, American Finance Association, vol. 72(1), pages 167-206, February.
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    3. Stefano Colonnello & Roberto Marfè & Qizhou Xiong, 2021. "Housing Yields," Working Papers 2021:21, Department of Economics, University of Venice "Ca' Foscari", revised 2021.
    4. Daniel Carvalho & Etienne Lepers & Rogelio Jr Mercado, 2021. "Taming the "Capital Flows-Credit Nexus": A Sectoral Approach," Trinity Economics Papers tep0921, Trinity College Dublin, Department of Economics.
    5. Brunetti, Celso & Harris, Jeffrey H. & Mankad, Shawn, 2022. "The urgency to borrow in the interbank market," Economics Letters, Elsevier, vol. 221(C).
    6. Temesvary, Judit & Wei, Andrew, 2024. "Domestic lending and the pandemic: How does banks’ exposure to COVID-19 abroad affect their lending in the United States?," Journal of International Money and Finance, Elsevier, vol. 143(C).
    7. Bednarek, Peter & Franke, Günter, 2024. "Dynamics of probabilities of default," Discussion Papers 32/2024, Deutsche Bundesbank.
    8. Doerr, Sebastian, 2018. "Collateral, Reallocation, and Aggregate Productivity: Evidence from the U.S. Housing Boom," MPRA Paper 106163, University Library of Munich, Germany.
    9. 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.
    10. 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

    Keywords

    Business cycles; Capital flows; Cities; Real estate;
    All these keywords.

    JEL classification:

    • F3 - International Economics - - International Finance
    • R3 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location
    • E3 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles

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