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Off the Radar: Exploring the Rise of Shadow Banking in the EU

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  • Martin Hodula

Abstract

This paper uses novel ECB/Eurosystem data on non-bank financial intermediation to investigate the potential factors of shadow banking growth for a panel of 24 EU countries. Consistent with several strands of literature, the EU shadow banking system is found to be highly procyclical and positively related to increasing demand of long-term institutional investors, more stringent capital regulation, and faster financial development. In addition, the paper offers two findings that have not been reported in the literature. First, it shows that the relationship between monetary policy and shadow banking growth is level-dependent and may be determined by the relative magnitude of interest rates in the economy. In this respect, two main motives driving the relationship are identified - the "funding cost" motive and the "search for yield" motive. Second, the driving forces of shadow banking differ between the old and new EU countries, largely due to the missing legal framework for securitization in the new members.

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  • Martin Hodula, 2018. "Off the Radar: Exploring the Rise of Shadow Banking in the EU," Working Papers 2018/16, Czech National Bank.
    • Handle: RePEc:cnb:wpaper:2018/16
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    1. Caner, Mehmet & Hansen, Bruce E., 2004. "Instrumental Variable Estimation Of A Threshold Model," Econometric Theory, Cambridge University Press, vol. 20(5), pages 813-843, October.
    2. Beck, Günter Wilfried & Kotz, Hans-Helmut, 2016. "Euro area shadow banking activities in a low-interest-rate environment: A flow-of-funds perspective," SAFE White Paper Series 37, Leibniz Institute for Financial Research SAFE.
    3. Maurice J. G. Bun & Frank Windmeijer, 2010. "The weak instrument problem of the system GMM estimator in dynamic panel data models," Econometrics Journal, Royal Economic Society, vol. 13(1), pages 95-126, February.
    4. Jing Cynthia Wu & Fan Dora Xia, 2016. "Measuring the Macroeconomic Impact of Monetary Policy at the Zero Lower Bound," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(2-3), pages 253-291, March.
    5. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    6. Mr. Zoltan Pozsar, 2011. "Institutional Cash Pools and the Triffin Dilemma of the U.S. Banking System," IMF Working Papers 2011/190, International Monetary Fund.
    7. Guillaume Plantin, 2015. "Shadow Banking and Bank Capital Regulation," The Review of Financial Studies, Society for Financial Studies, vol. 28(1), pages 146-175.
    8. Sam Langfield & Marco Pagano, 2016. "Bank bias in Europe: effects on systemic risk and growth," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 31(85), pages 51-106.
    9. Ben S. Bernanke & Cara S. Lown, 1991. "The Credit Crunch," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 22(2), pages 205-248.
    10. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    11. Bats, Joost V. & Houben, Aerdt C.F.J., 2020. "Bank-based versus market-based financing: Implications for systemic risk," Journal of Banking & Finance, Elsevier, vol. 114(C).
    12. Kiviet, Jan F., 1995. "On bias, inconsistency, and efficiency of various estimators in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 68(1), pages 53-78, July.
    13. Guillermo Ordoñez, 2018. "Sustainable Shadow Banking," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(1), pages 33-56, January.
    14. Michiel Bijlsma & Gijsbert Zwart, 2013. "The changing landscape of financial markets in Europe, the United States and Japan," CPB Discussion Paper 238, CPB Netherlands Bureau for Economic Policy Analysis.
    15. Mehrhoff, Jens, 2009. "A solution to the problem of too many instruments in dynamic panel data GMM," Discussion Paper Series 1: Economic Studies 2009,31, Deutsche Bundesbank.
    16. Bats, Joost V. & Houben, Aerdt C.F.J., 2020. "Bank-based versus market-based financing: Implications for systemic risk," Journal of Banking & Finance, Elsevier, vol. 114(C).
    17. Barth, James R. & Caprio, Gerard Jr. & Levine, Ross, 2004. "Bank regulation and supervision: what works best?," Journal of Financial Intermediation, Elsevier, vol. 13(2), pages 205-248, April.
    18. Henri Fraisse & Mathias Lé & David Thesmar, 2020. "The Real Effects of Bank Capital Requirements," Management Science, INFORMS, vol. 66(1), pages 5-23, January.
    19. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    20. Emmanuel Farhi & Jean Tirole, 2021. "Shadow Banking and the Four Pillars of Traditional Financial Intermediation [Securitization without Risk Transfer]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(6), pages 2622-2653.
    21. Goda, Thomas & Lysandrou, Photis & Stewart, Chris, 2013. "The contribution of US bond demand to the US bond yield conundrum of 2004–2007: An empirical investigation," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 27(C), pages 113-136.
    22. Gregorio Impavido & Mr. Heinz Rudolph & Mr. Luigi Ruggerone, 2013. "Bank Funding in Central, Eastern and South Eastern Europe Post Lehman: A “New Normal”?," IMF Working Papers 2013/148, International Monetary Fund.
    23. Benjamin Nelson & Gabor Pinter & Konstantinos Theodoridis, 2018. "Do contractionary monetary policy shocks expand shadow banking?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(2), pages 198-211, March.
    24. Grillet-Aubert, Laurent & Haquin, Jean-Baptiste & Jackson, Clive & Killeen, Neill & Weistroffer, Christian, 2016. "Assessing shadow banking – non-bank financial intermediation in Europe," ESRB Occasional Paper Series 10, European Systemic Risk Board.
    25. Valerio Lemma, 2016. "The Shadow Banking System," Palgrave Macmillan Studies in Banking and Financial Institutions, Palgrave Macmillan, number 978-1-137-49613-3, December.
    26. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    27. Mehrhoff, Jens, 2009. "A solution to the problem of too many instruments in dynamic panel data GMM," IBES Diskussionsbeiträge 171, University of Duisburg-Essen, Institute of Business and Economic Studie (IBES).
    28. Jorge Abad & Marco D'Errico & Neill Killeen & Vera Luz & Tuomas Peltonen & Richard Portes & Teresa Urbano, 2017. "Mapping the Interconnectedness between EU Banks and Shadow Banking Entities," NBER Working Papers 23280, National Bureau of Economic Research, Inc.
    29. James R. Barth & Gerard Caprio & Ross Levine, 2013. "Bank regulation and supervision in 180 countries from 1999 to 2011," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 5(2), pages 111-219, May.
    30. Stijn Claessens & Lev Ratnovski & Manmohan Singh, 2012. "Shadow Banking; Economics and Policy," IMF Staff Discussion Notes 12/12, International Monetary Fund.
    31. Loutskina, Elena, 2011. "The role of securitization in bank liquidity and funding management," Journal of Financial Economics, Elsevier, vol. 100(3), pages 663-684, June.
    32. Mr. Luca Errico & Artak Harutyunyan & Ms. Elena Loukoianova & Richard Walton & Ms. Yevgeniya Korniyenko & Hanan AbuShanab & Mr. Hyun S Shin, 2014. "Mapping the Shadow Banking System Through a Global Flow of Funds Analysis," IMF Working Papers 2014/010, International Monetary Fund.
    33. Stephanie Kremer & Alexander Bick & Dieter Nautz, 2013. "Inflation and growth: new evidence from a dynamic panel threshold analysis," Empirical Economics, Springer, vol. 44(2), pages 861-878, April.
    34. Duca, John V., 1992. "US business credit sources, demand deposits, and the 'missing money'," Journal of Banking & Finance, Elsevier, vol. 16(3), pages 567-583, June.
    35. Adrian, Tobias & Shin, Hyun Song, 2010. "Liquidity and leverage," Journal of Financial Intermediation, Elsevier, vol. 19(3), pages 418-437, July.
    36. Franklin R. Edwards & Frederic S. Mishkin, 1995. "The decline of traditional banking: implications for financial stability and regulatory policy," Economic Policy Review, Federal Reserve Bank of New York, vol. 1(Jul), pages 27-45.
    37. Mr. Martin Cihak & Mr. Wim Fonteyne, 2009. "Five Years After: European Union Membership and Macro-Financial Stability in the New Member States," IMF Working Papers 2009/068, International Monetary Fund.
    38. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    39. Duca, John V., 2016. "How capital regulation and other factors drive the role of shadow banking in funding short-term business credit," Journal of Banking & Finance, Elsevier, vol. 69(S1), pages 10-24.
    40. Acharya, Viral V. & Khandwala, Hemal & Sabri Öncü, T., 2013. "The growth of a shadow banking system in emerging markets: Evidence from India," Journal of International Money and Finance, Elsevier, vol. 39(C), pages 207-230.
    41. Ignace De Vos & Gerdie Everaert & Ilse Ruyssen, 2015. "Bootstrap-based bias correction and inference for dynamic panels with fixed effects," Stata Journal, StataCorp LP, vol. 15(4), pages 986-1018, December.
    42. Anjan V. Thakor, 2014. "Bank Capital and Financial Stability: An Economic Trade-Off or a Faustian Bargain?," Annual Review of Financial Economics, Annual Reviews, vol. 6(1), pages 185-223, December.
    43. Hyun, Jung-Soon & Rhee, Byung-Kun, 2011. "Bank capital regulation and credit supply," Journal of Banking & Finance, Elsevier, vol. 35(2), pages 323-330, February.
    44. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    45. Bengtsson, Elias, 2013. "Shadow banking and financial stability: European money market funds in the global financial crisis," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 579-594.
    46. Lukas Pfeiffer & Libor Holub & Zdenek Pithart & Martin Hodula, 2017. "Leverage Ratio and its Impact on the Resilience of the Banking Sector and Efficiency of Macroprudential Policy," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 67(4), pages 277-299, August.
    47. Anat R. Admati & Peter M. DeMarzo & Martin F. Hellwig & Paul Pfleiderer, 2013. "Fallacies, Irrelevant Facts, and Myths in the Discussion of Capital Regulation: Why Bank Equity is Not Socially Expensive," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2013_23, Max Planck Institute for Research on Collective Goods.
    48. Mr. Julien Allard & Mr. Rodolphe Blavy, 2011. "Market Phoenixes and Banking Ducks Are Recoveries Faster in Market-Based Financial Systems?," IMF Working Papers 2011/213, International Monetary Fund.
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    Cited by:

    1. Jordan Kjosevski & Mihail Petkovski & Aleksandar Stojkov, 2020. "The impact of macroeconomic and financial factors on shadow banking in the new EU member states," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 38(2), pages 407-427.
    2. Martin Hodula, 2019. "Monetary Policy and Shadow Banking: Trapped between a Rock and a Hard Place," Working Papers 2019/5, Czech National Bank.
    3. Saibal Ghosh, 2022. "Does financial interconnectedness affect monetary transmission? Evidence from India," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 15(3), pages 273-300, September.

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    More about this item

    Keywords

    European Union; monetary policy; panel data analysis; shadow banking;
    All these keywords.

    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

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