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Bank integration and co-movements across housing markets

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  • Milcheva, Stanimira
  • Zhu, Bing

Abstract

This paper investigates whether bank integration measured by cross-border bank flows can capture the co-movements across housing markets in developed countries by using a spatial dynamic panel model. The transmission can occur through a global banking channel in which global banks intermediate wholesale funding to local banks. Changes in financial conditions are passed across borders through the banks’ balance-sheet exposure to credit, currency, maturity, and funding risks resulting in house price spillovers. While controlling for country-level and global factors, we find significant co-movement across housing markets of countries with proportionally high bank integration. Bank integration can better capture house price co-movements than other measures of economic integration. Once we account for bank exposure, other spatial linkages traditionally used to account for return co-movements across region – such as trade, foreign direct investment, portfolio investment, geographic proximity, etc. – become insignificant. Moreover, we find that the co-movement across housing markets decreases for countries with less developed mortgage markets characterized by fixed mortgage rate contracts, low limits of loan-to-value ratios and no mortgage equity withdrawal.

Suggested Citation

  • Milcheva, Stanimira & Zhu, Bing, 2016. "Bank integration and co-movements across housing markets," Journal of Banking & Finance, Elsevier, vol. 72(S), pages 148-171.
  • Handle: RePEc:eee:jbfina:v:72:y:2016:i:s:p:s148-s171
    DOI: 10.1016/j.jbankfin.2015.07.002
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    as
    1. Maurice Obstfeld, 2012. "Does the Current Account Still Matter?," American Economic Review, American Economic Association, vol. 102(3), pages 1-23, May.
    2. Landier, Augustin & Sraer, David & Thesmar, David, 2017. "Banking integration and house price co-movement," Journal of Financial Economics, Elsevier, vol. 125(1), pages 1-25.
    3. 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.
    4. Kapan, Tümer & Minoiu, Camelia, 2013. "Balance sheet strength and bank lending during the global financial crisis," Discussion Papers 33/2013, Deutsche Bundesbank.
    5. Adrian, Tobias & Shin, Hyun Song, 2010. "Liquidity and leverage," Journal of Financial Intermediation, Elsevier, vol. 19(3), pages 418-437, July.
    6. McCarthy, Yvonne & McQuinn, Kieran, 2013. "Credit conditions in a boom and bust property market," Research Technical Papers 08/RT/13, Central Bank of Ireland.
    7. Philip R. Lane & Peter McQuade, 2014. "Domestic Credit Growth and International Capital Flows," Scandinavian Journal of Economics, Wiley Blackwell, vol. 116(1), pages 218-252, January.
    8. Kristin J. Forbes & Menzie D. Chinn, 2004. "A Decomposition of Global Linkages in Financial Markets Over Time," The Review of Economics and Statistics, MIT Press, vol. 86(3), pages 705-722, August.
    9. Geert Bekaert & Michael Ehrmann & Marcel Fratzscher & Arnaud Mehl, 2014. "The Global Crisis and Equity Market Contagion," Journal of Finance, American Finance Association, vol. 69(6), pages 2597-2649, December.
    10. Alessandro Calza & Tommaso Monacelli & Livio Stracca, 2013. "Housing Finance And Monetary Policy," Journal of the European Economic Association, European Economic Association, vol. 11, pages 101-122, January.
    11. Altunbas, Yener & Gambacorta, Leonardo & Marques-Ibanez, David, 2009. "Securitisation and the bank lending channel," European Economic Review, Elsevier, vol. 53(8), pages 996-1009, November.
    12. Cesa-Bianchi, Ambrogio, 2013. "Housing cycles and macroeconomic fluctuations: A global perspective," Journal of International Money and Finance, Elsevier, vol. 37(C), pages 215-238.
    13. Yu, Jihai & de Jong, Robert & Lee, Lung-fei, 2008. "Quasi-maximum likelihood estimators for spatial dynamic panel data with fixed effects when both n and T are large," Journal of Econometrics, Elsevier, vol. 146(1), pages 118-134, September.
    14. 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.
    15. 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.
    16. 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.
    17. Eickmeier, Sandra & Ng, Tim, 2015. "How do US credit supply shocks propagate internationally? A GVAR approach," European Economic Review, Elsevier, vol. 74(C), pages 128-145.
    18. Pukthuanthong, Kuntara & Roll, Richard, 2009. "Global market integration: An alternative measure and its application," Journal of Financial Economics, Elsevier, vol. 94(2), pages 214-232, November.
    19. John M. Clapp & Walter Dolde & Dogan Tirtiroglu, 1995. "Imperfect Information and Investor Inferences From Housing Price Dynamics," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 23(3), pages 239-269, September.
    20. Karolyi, G Andrew & Stulz, Rene M, 1996. "Why Do Markets Move Together? An Investigation of U.S.-Japan Stock Return Comovements," Journal of Finance, American Finance Association, vol. 51(3), pages 951-986, July.
    21. Beltratti, Andrea & Morana, Claudio, 2010. "International house prices and macroeconomic fluctuations," Journal of Banking & Finance, Elsevier, vol. 34(3), pages 533-545, March.
    22. Mendicino, Caterina & Punzi, Maria Teresa, 2014. "House prices, capital inflows and macroprudential policy," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 337-355.
    23. Beine, Michel & Cosma, Antonio & Vermeulen, Robert, 2010. "The dark side of global integration: Increasing tail dependence," Journal of Banking & Finance, Elsevier, vol. 34(1), pages 184-192, January.
    24. Bagliano, Fabio C. & Morana, Claudio, 2012. "The Great Recession: US dynamics and spillovers to the world economy," Journal of Banking & Finance, Elsevier, vol. 36(1), pages 1-13.
    25. Rubio, Margarita & Carrasco-Gallego, José A., 2014. "Macroprudential and monetary policies: Implications for financial stability and welfare," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 326-336.
    26. Philip R. Lane & Gian Maria Milesi-Ferretti, 2008. "The Drivers of Financial Globalization," American Economic Review, American Economic Association, vol. 98(2), pages 327-332, May.
    27. Hui Tong & Shang-Jin Wei, 2011. "The Composition Matters: Capital Inflows and Liquidity Crunch During a Global Economic Crisis," Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 2023-2052.
    28. Janine Aron & John V. Duca & John Muellbauer & Keiko Murata & Anthony Murphy, 2012. "Credit, Housing Collateral, And Consumption: Evidence From Japan, The U.K., And The U.S," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 58(3), pages 397-423, September.
    29. Asgharian, Hossein & Hess, Wolfgang & Liu, Lu, 2013. "A spatial analysis of international stock market linkages," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 4738-4754.
    30. Holly, Sean & Hashem Pesaran, M. & Yamagata, Takashi, 2011. "The spatial and temporal diffusion of house prices in the UK," Journal of Urban Economics, Elsevier, vol. 69(1), pages 2-23, January.
    31. Calomiris, Charles W. & Love, Inessa & Martínez Pería, María Soledad, 2012. "Stock returns’ sensitivities to crisis shocks: Evidence from developed and emerging markets," Journal of International Money and Finance, Elsevier, vol. 31(4), pages 743-765.
    32. Fernández-Avilés, Gema & Montero, Jose-María & Orlov, Alexei G., 2012. "Spatial modeling of stock market comovements," Finance Research Letters, Elsevier, vol. 9(4), pages 202-212.
    33. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
    34. Warnock, Veronica Cacdac & Warnock, Francis E., 2008. "Markets and housing finance," Journal of Housing Economics, Elsevier, vol. 17(3), pages 239-251, September.
    35. Michael Beenstock & Daniel Felsenstein, 2007. "Spatial Vector Autoregressions," Spatial Economic Analysis, Taylor & Francis Journals, vol. 2(2), pages 167-196.
    36. Hideaki Hirata & M. Ayhan Kose & Christopher Otrok & Marco E Terrones, 2013. "Global House Price Fluctuations: Synchronization and Determinants," NBER International Seminar on Macroeconomics, University of Chicago Press, vol. 9(1), pages 119-166.
    37. Hong Miao & Sanjay Ramchander & Marc W. Simpson, 2011. "Return and Volatility Transmission in U.S. Housing Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 39(4), pages 701-741, December.
    38. Kai Carstensen & Oliver Hülsewig & Timo Wollmershäuser, 2009. "Monetary Policy Transmission and House Prices: European Cross Country Evidence," Working Paper / FINESS 7.4, DIW Berlin, German Institute for Economic Research.
    39. Moritz Schularick & Alan M. Taylor, 2012. "Credit Booms Gone Bust: Monetary Policy, Leverage Cycles, and Financial Crises, 1870-2008," American Economic Review, American Economic Association, vol. 102(2), pages 1029-1061, April.
    40. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    41. John V. Duca & John Muellbauer & Anthony Murphy, 2011. "House Prices and Credit Constraints: Making Sense of the US Experience," Economic Journal, Royal Economic Society, vol. 121(552), pages 533-551, May.
    42. Asgharian, Hossein & Nossman, Marcus, 2011. "Risk contagion among international stock markets," Journal of International Money and Finance, Elsevier, vol. 30(1), pages 22-38, February.
    43. Cetorelli, Nicola & Goldberg, Linda S., 2012. "Liquidity management of U.S. global banks: Internal capital markets in the great recession," Journal of International Economics, Elsevier, vol. 88(2), pages 299-311.
    44. Pesaran M.H. & Schuermann T. & Weiner S.M., 2004. "Modeling Regional Interdependencies Using a Global Error-Correcting Macroeconometric Model," Journal of Business & Economic Statistics, American Statistical Association, vol. 22, pages 129-162, April.
    45. Bank for International Settlements, 2010. "Funding patterns and liquidity management of internationally active banks," CGFS Papers, Bank for International Settlements, number 39, Autumn.
    46. Beltratti, Andrea & Stulz, René M., 2012. "The credit crisis around the globe: Why did some banks perform better?," Journal of Financial Economics, Elsevier, vol. 105(1), pages 1-17.
    47. Muellbauer, John & Murphy, Anthony, 1997. "Booms and Busts in the UK Housing Market," Economic Journal, Royal Economic Society, vol. 107(445), pages 1701-1727, November.
    48. Obstfeld, Maurice, 2012. "Financial flows, financial crises, and global imbalances," Journal of International Money and Finance, Elsevier, vol. 31(3), pages 469-480.
    49. Pierre-Olivier Gourinchas & Maurice Obstfeld, 2012. "Stories of the Twentieth Century for the Twenty-First," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(1), pages 226-265, January.
    50. James M. Poterba, 1984. "Tax Subsidies to Owner-Occupied Housing: An Asset-Market Approach," The Quarterly Journal of Economics, Oxford University Press, vol. 99(4), pages 729-752.
    51. Tümer Kapan & Camelia Minoiu, 2013. "Balance Sheet Strength and Bank Lending During the Global Financial Crisis," IMF Working Papers 2013/102, International Monetary Fund.
    52. Eickmeier, Sandra & Gambacorta, Leonardo & Hofmann, Boris, 2014. "Understanding global liquidity," European Economic Review, Elsevier, vol. 68(C), pages 1-18.
    53. Hills, Robert & Hoggarth, Glenn, 2013. "Cross-border bank credit and global financial stability," Bank of England Quarterly Bulletin, Bank of England, vol. 53(2), pages 126-136.
    54. 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.
    55. Patrick McGuire & Nikola Tarashev, 2007. "Global monitoring with the BIS international banking statistics," CGFS Papers chapters, in: Bank for International Settlements (ed.), Research on global financial stability: the use of BIS international financial statistics, volume 29, pages 176-204, Bank for International Settlements.
    56. Bing Zhu & Roland Füss & Nico B. Rottke, 2013. "Spatial Linkages in Returns and Volatilities among U.S. Regional Housing Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 41(1), pages 29-64, March.
    57. Musso, Alberto & Neri, Stefano & Stracca, Livio, 2011. "Housing, consumption and monetary policy: How different are the US and the euro area?," Journal of Banking & Finance, Elsevier, vol. 35(11), pages 3019-3041, November.
    58. Harry Kelejian & George Tavlas & George Hondroyiannis, 2006. "A Spatial Modelling Approach to Contagion Among Emerging Economies," Open Economies Review, Springer, vol. 17(4), pages 423-441, December.
    59. Elena Loutskina & Philip E. Strahan, 2011. "Informed and Uninformed Investment in Housing: The Downside of Diversification," Review of Financial Studies, Society for Financial Studies, vol. 24(5), pages 1447-1480.
    60. Milcheva, Stanimira, 2013. "Cross-country effects of regulatory capital arbitrage," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5329-5345.
    61. Nicola Cetorelli & Linda S. Goldberg, 2012. "Banking Globalization and Monetary Transmission," Journal of Finance, American Finance Association, vol. 67(5), pages 1811-1843, October.
    62. Victoria Ivashina & David Scharfstein & Jeremy C. Stein, 2012. "Dollar funding and the lending behavior of global banks," Finance and Economics Discussion Series 2012-74, Board of Governors of the Federal Reserve System (U.S.).
    63. Lane, Philip R. & Pels, Barbara, 2012. "Current Account Imbalances in Europe," CEPR Discussion Papers 8958, C.E.P.R. Discussion Papers.
    64. 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.
    65. Claudio Borio & Piti Disyatat, 2011. "Global imbalances and the financial crisis: Link or no link?," BIS Working Papers 346, Bank for International Settlements.
    66. Hyun Song Shin, 2012. "Global Banking Glut and Loan Risk Premium," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 60(2), pages 155-192, July.
    67. Hossein Asgharian & Christoffer Bengtsson, 2006. "Jump Spillover in International Equity Markets," Journal of Financial Econometrics, Society for Financial Econometrics, vol. 4(2), pages 167-203.
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    Cited by:

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    3. Matteo Foglia & Eliana Angelini, 2019. "The Time-Spatial Dimension of Eurozone Banking Systemic Risk," Risks, MDPI, Open Access Journal, vol. 7(3), pages 1-25, July.
    4. Weida Kuang & Qilin Wang, 2018. "Cultural similarities and housing market linkage: evidence from OECD countries," Frontiers of Business Research in China, Springer, vol. 12(1), pages 1-25, December.
    5. Zhu, Bing & Betzinger, Michael & Sebastian, Steffen, 2017. "Housing market stability, mortgage market structure, and monetary policy: Evidence from the euro area," Journal of Housing Economics, Elsevier, vol. 37(C), pages 1-21.
    6. Yamamoto, Shugo, 2020. "Banking Network Multiplier effects on cross-border bank inflows," International Review of Economics & Finance, Elsevier, vol. 70(C), pages 493-507.
    7. Ovidiu Stoica & Otilia-Roxana Oprea & Ionel Bostan & Carmen Sandu Toderașcu & Cristina Mihaela Lazăr, 2020. "European Banking Integration and Sustainable Economic Growth," Sustainability, MDPI, Open Access Journal, vol. 12(3), pages 1-19, February.
    8. Bing Zhu & Stanimira Milcheva, 2020. "The Pricing of Spatial Linkages in Companies’ Underlying Assets," The Journal of Real Estate Finance and Economics, Springer, vol. 61(3), pages 443-475, October.
    9. Alejandro Jara & Luis Cabezas, 2017. "International Banking and Cross-Border Effects of Regulation: Lessons from Chile," International Journal of Central Banking, International Journal of Central Banking, vol. 13(2), pages 95-127, March.
    10. Pierre-Richard Agénor & Timothy P. Jackson & Luiz Pereira da Silva, 2020. "Cross-Border Regulatory Spillovers and Macroprudential Policy Coordination," Working Papers 202028, University of Liverpool, Department of Economics.
    11. Cristiana Fiorelli & Alfredo Cartone & Matteo Foglia, 2021. "Shadow rates and spillovers across the Eurozone: a spatial dynamic panel model," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 48(1), pages 223-245, February.
    12. Thomas Ankenbrand & Fabian Kostadinov & Faten Ben Bouheni & Mondher Bellalah, 2020. "Cyclical behaviour of the Swiss real estate market," International Journal of Entrepreneurship and Small Business, Inderscience Enterprises Ltd, vol. 39(1/2), pages 71-99.

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    More about this item

    Keywords

    House prices; Bank capital flows; Bank integration; Dynamic spatial panel model; Global banking channel; Mortgage market development;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • F36 - International Economics - - International Finance - - - Financial Aspects of Economic Integration
    • R3 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location

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