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Spatial Dependence via the Internal Capital Markets of U.S. Global Banks

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  • CARMELA D'AVINO
  • MIMOZA SHABANI

Abstract

In this paper, we estimate the cross‐border liquidity network created by U.S. global banks via their internal capital markets to capture the spatial dependence or bilateral proximity between branches located in different countries. Results from dynamic spatial panel regressions indicate that the foreign branches in nearby countries show common lending patterns. A 1% increase in lending in branches in proximate locations is associated with an estimated increase of 0.25% in local lending. Further interdependencies are evidenced by the positive liquidity and monetary policy spillovers on local lending, with marginal spatial effects estimated to be around 1.11% and 0.14%, respectively.

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  • Carmela D'Avino & Mimoza Shabani, 2025. "Spatial Dependence via the Internal Capital Markets of U.S. Global Banks," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 57(1), pages 69-105, February.
  • Handle: RePEc:wly:jmoncb:v:57:y:2025:i:1:p:69-105
    DOI: 10.1111/jmcb.13101
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    as
    1. Hale, Galina, 2012. "Bank relationships, business cycles, and financial crises," Journal of International Economics, Elsevier, vol. 88(2), pages 312-325.
    2. Upper, Christian & Worms, Andreas, 2004. "Estimating bilateral exposures in the German interbank market: Is there a danger of contagion?," European Economic Review, Elsevier, vol. 48(4), pages 827-849, August.
    3. Stefan Avdjiev & Valentina Bruno & Catherine Koch & Hyun Song Shin, 2019. "The Dollar Exchange Rate as a Global Risk Factor: Evidence from Investment," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 67(1), pages 151-173, March.
    4. Papaioannou, Elias, 2009. "What drives international financial flows? Politics, institutions and other determinants," Journal of Development Economics, Elsevier, vol. 88(2), pages 269-281, March.
    5. Battiston, Stefano & Delli Gatti, Domenico & Gallegati, Mauro & Greenwald, Bruce & Stiglitz, Joseph E., 2012. "Liaisons dangereuses: Increasing connectivity, risk sharing, and systemic risk," Journal of Economic Dynamics and Control, Elsevier, vol. 36(8), pages 1121-1141.
    6. Minoiu, Camelia & Reyes, Javier A., 2013. "A network analysis of global banking: 1978–2010," Journal of Financial Stability, Elsevier, vol. 9(2), pages 168-184.
    7. repec:oup:ecpoli:v:25:y:2010:i::p:703-753 is not listed on IDEAS
    8. Manfred M. Fischer & Arthur Getis (ed.), 2010. "Handbook of Applied Spatial Analysis," Springer Books, Springer, number 978-3-642-03647-7, March.
    9. Kartik Anand & Ben Craig & Goetz von Peter, 2015. "Filling in the blanks: network structure and interbank contagion," Quantitative Finance, Taylor & Francis Journals, vol. 15(4), pages 625-636, April.
    10. James P. LeSage & R. Kelley Pace, 2014. "The Biggest Myth in Spatial Econometrics," Econometrics, MDPI, vol. 2(4), pages 1-33, December.
    11. Gandy, Axel & Veraart, Luitgard Anna Maria, 2019. "Adjustable network reconstruction with applications to CDS exposures," Journal of Multivariate Analysis, Elsevier, vol. 172(C), pages 193-209.
    12. Murillo Campello, 2002. "Internal Capital Markets in Financial Conglomerates: Evidence from Small Bank Responses to Monetary Policy," Journal of Finance, American Finance Association, vol. 57(6), pages 2773-2805, December.
    13. Gabriel Pino & Subhash C. Sharma, 2019. "On the Contagion Effect in the US Banking Sector," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(1), pages 261-280, February.
    14. Craig, Ben & von Peter, Goetz, 2014. "Interbank tiering and money center banks," Journal of Financial Intermediation, Elsevier, vol. 23(3), pages 322-347.
    15. Kallestrup, René & Lando, David & Murgoci, Agatha, 2016. "Financial sector linkages and the dynamics of bank and sovereign credit spreads," Journal of Empirical Finance, Elsevier, vol. 38(PA), pages 374-393.
    16. McCauley, Robert & McGuire, Patrick & von Peter, Goetz, 2012. "After the global financial crisis: From international to multinational banking?," Journal of Economics and Business, Elsevier, vol. 64(1), pages 7-23.
    17. Stefan Avdjiev & Cathérine Koch & Patrick McGuire & Goetz von Peter, 2017. "International Prudential Policy Spillovers: A Global Perspective," International Journal of Central Banking, International Journal of Central Banking, vol. 13(2), pages 5-33, March.
    18. Giorgio Barba Navaretti & Giacomo Calzolari & Alberto Franco Pozzolo & Micol Levi, 2010. "Multinational banking in Europe – financial stability and regulatory implications: lessons from the financial crisis [Cross subsidies, external financing constraints, and the contribution of the in," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 25(64), pages 703-753.
    19. Niepmann, Friederike, 2015. "Banking across borders," Journal of International Economics, Elsevier, vol. 96(2), pages 244-265.
    20. Debarsy, Nicolas & Ertur, Cem, 2010. "Testing for spatial autocorrelation in a fixed effects panel data model," Regional Science and Urban Economics, Elsevier, vol. 40(6), pages 453-470, November.
    21. de Haas, Ralph & van Lelyveld, Iman, 2010. "Internal capital markets and lending by multinational bank subsidiaries," Journal of Financial Intermediation, Elsevier, vol. 19(1), pages 1-25, January.
    22. Mistrulli, Paolo Emilio, 2011. "Assessing financial contagion in the interbank market: Maximum entropy versus observed interbank lending patterns," Journal of Banking & Finance, Elsevier, vol. 35(5), pages 1114-1127, May.
    23. Philipp Schnabl, 2012. "The International Transmission of Bank Liquidity Shocks: Evidence from an Emerging Market," Journal of Finance, American Finance Association, vol. 67(3), pages 897-932, June.
    24. Bremus, Franziska & Fratzscher, Marcel, 2015. "Drivers of structural change in cross-border banking since the global financial crisis," Journal of International Money and Finance, Elsevier, vol. 52(C), pages 32-59.
    25. Wagner, Wolf, 2010. "Diversification at financial institutions and systemic crises," Journal of Financial Intermediation, Elsevier, vol. 19(3), pages 373-386, July.
    26. Zhongbo Jing & J. Paul Elhorst & Jan P. A. M. Jacobs & Jakob Haan, 2018. "The propagation of financial turbulence: interdependence, spillovers, and direct and indirect effects," Empirical Economics, Springer, vol. 55(1), pages 169-192, August.
    27. Freixas, Xavier & Parigi, Bruno M & Rochet, Jean-Charles, 2000. "Systemic Risk, Interbank Relations, and Liquidity Provision by the Central Bank," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 32(3), pages 611-638, August.
    28. Gambacorta, Leonardo, 2005. "Inside the bank lending channel," European Economic Review, Elsevier, vol. 49(7), pages 1737-1759, October.
    29. Selen Sarisoy Guerin, 2006. "The Role of Geography in Financial and Economic Integration: A Comparative Analysis of Foreign Direct Investment, Trade and Portfolio Investment Flows," The World Economy, Wiley Blackwell, vol. 29(2), pages 189-209, February.
    30. Houston, Joel F. & James, Christopher, 1998. "Do bank internal capital markets promote lending?," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 899-918, August.
    31. Blanc-Brude, Frédéric & Cookson, Graham & Piesse, Jenifer & Strange, Roger, 2014. "The FDI location decision: Distance and the effects of spatial dependence," International Business Review, Elsevier, vol. 23(4), pages 797-810.
    32. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    33. Reinhardt, Dennis & Sowerbutts, Rhiannon, 2015. "Regulatory arbitrage in action: evidence from banking flows and macroprudential policy," Bank of England working papers 546, Bank of England.
    34. James P. LeSage, 2014. "What Regional Scientists Need to Know about Spatial Econometrics," The Review of Regional Studies, Southern Regional Science Association, vol. 44(1), pages 13-32, Spring.
    35. Van Rijckeghem, Caroline & Weder, Beatrice, 2003. "Spillovers through banking centers: a panel data analysis of bank flows," Journal of International Money and Finance, Elsevier, vol. 22(4), pages 483-509, August.
    36. Ralph De Haas & Iman Van Lelyveld, 2014. "Multinational Banks and the Global Financial Crisis: Weathering the Perfect Storm?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(s1), pages 333-364, February.
    37. J. Paul Elhorst, 2014. "Dynamic Spatial Panels: Models, Methods and Inferences," SpringerBriefs in Regional Science, in: Spatial Econometrics, edition 127, chapter 0, pages 95-119, Springer.
    38. K. J. Martijn Cremers & Rocco Huang & Zacharias Sautner, 2011. "Internal Capital Markets and Corporate Politics in a Banking Group," The Review of Financial Studies, Society for Financial Studies, vol. 24(2), pages 358-401.
    39. Salima Bouayad-Agha & Lionel Védrine, 2010. "Estimation Strategies for a Spatial Dynamic Panel using GMM. A New Approach to the Convergence Issue of European Regions," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(2), pages 205-227.
    40. repec:bla:ecpoli:v:25:y:2010:i::p:703-753 is not listed on IDEAS
    41. J. Paul Elhorst, 2003. "Specification and Estimation of Spatial Panel Data Models," International Regional Science Review, , vol. 26(3), pages 244-268, July.
    42. Antonio E. Bernardo, 2004. "Capital Budgeting in Multidivision Firms: Information, Agency, and Incentives," The Review of Financial Studies, Society for Financial Studies, vol. 17(3), pages 739-767.
    43. Georgios Fotopoulos & Helen Louri, 2011. "On the geography of international banking: the role of third-country effects," Working Papers 125, Bank of Greece.
    44. J. Elhorst, 2010. "Applied Spatial Econometrics: Raising the Bar," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 9-28.
    45. 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.
    46. Ingo Fender & Patrick McGuire, 2010. "Bank structure, funding risk and the transmission of shocks across countries: concepts and measurement," BIS Quarterly Review, Bank for International Settlements, September.
    47. Bevan, Alan A. & Estrin, Saul, 2004. "The determinants of foreign direct investment into European transition economies," Journal of Comparative Economics, Elsevier, vol. 32(4), pages 775-787, December.
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