IDEAS home Printed from https://ideas.repec.org/a/eee/jbfina/v138y2022ics037842662200022x.html
   My bibliography  Save this article

The role of shadow banking in systemic risk in the European financial system

Author

Listed:
  • Bellavite Pellegrini, Carlo
  • Cincinelli, Peter
  • Meoli, Michele
  • Urga, Giovanni

Abstract

We study how the characteristics of different financial institutions relate to systemic risk using the ΔCoVaR measure of Adrian and Brunnermeier (2016). We contrast traditional banks with shadow entities, such as Money Market Funds and Finance Services, using a sample of 476 European financial institutions between 2006 and 2015. We find that systemic risk increases significantly in the size of large financial institutions, particularly Money Market Funds, while it is insensitive to the size of Finance Services. We also find that Finance Services are particularly sensitive to proxies for market risk. For traditional banks, their reliance on short term wholesale funding is a key determinant of their contribution to systemic risk.

Suggested Citation

  • Bellavite Pellegrini, Carlo & Cincinelli, Peter & Meoli, Michele & Urga, Giovanni, 2022. "The role of shadow banking in systemic risk in the European financial system," Journal of Banking & Finance, Elsevier, vol. 138(C).
    • Handle: RePEc:eee:jbfina:v:138:y:2022:i:c:s037842662200022x
    DOI: 10.1016/j.jbankfin.2022.106422
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S037842662200022X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jbankfin.2022.106422?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Nicola Gennaioli & Andrei Shleifer & Robert W. Vishny, 2013. "A Model of Shadow Banking," Journal of Finance, American Finance Association, vol. 68(4), pages 1331-1363, August.
    2. John H. Rogers & Chiara Scotti & Jonathan H. Wright, 2014. "Evaluating asset-market effects of unconventional monetary policy: a multi-country review [Uncertainty of interest rate path as a monetary policy instrument]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 29(80), pages 749-799.
    3. Viral V. Acharya & Lasse H. Pedersen & Thomas Philippon & Matthew Richardson, 2017. "Measuring Systemic Risk," The Review of Financial Studies, Society for Financial Studies, vol. 30(1), pages 2-47.
    4. De Bandt, Olivier & Hartmann, Philipp, 2000. "Systemic risk: A survey," Working Paper Series 35, European Central Bank.
    5. Viral V. Acharya & Ouarda Merrouche, 2013. "Precautionary Hoarding of Liquidity and Interbank Markets: Evidence from the Subprime Crisis," Review of Finance, European Finance Association, vol. 17(1), pages 107-160.
    6. Sylvain Benoit & Jean-Edouard Colliard & Christophe Hurlin & Christophe Pérignon, 2017. "Where the Risks Lie: A Survey on Systemic Risk," Review of Finance, European Finance Association, vol. 21(1), pages 109-152.
    7. Natasha Sarin & Lawrence H. Summers, 2016. "Understanding Bank Risk through Market Measures," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 47(2 (Fall)), pages 57-127.
    8. López-Espinosa, Germán & Moreno, Antonio & Rubia, Antonio & Valderrama, Laura, 2012. "Short-term wholesale funding and systemic risk: A global CoVaR approach," Journal of Banking & Finance, Elsevier, vol. 36(12), pages 3150-3162.
    9. Upper, Christian, 2011. "Simulation methods to assess the danger of contagion in interbank markets," Journal of Financial Stability, Elsevier, vol. 7(3), pages 111-125, August.
    10. Eksi, Ozan & Tas, Bedri Kamil Onur, 2017. "Unconventional monetary policy and the stock market’s reaction to Federal Reserve policy actions," The North American Journal of Economics and Finance, Elsevier, vol. 40(C), pages 136-147.
    11. Jobst, Andreas A., 2014. "Measuring systemic risk-adjusted liquidity (SRL)—A model approach," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 270-287.
    12. Photis Lysandrou & Anastasia Nesvetailova, 2015. "The role of shadow banking entities in the financial crisis: a disaggregated view," Review of International Political Economy, Taylor & Francis Journals, vol. 22(2), pages 257-279, April.
    13. John Geanakoplos & Ana Fostel, 2008. "Leverage Cycles and the Anxious Economy," American Economic Review, American Economic Association, vol. 98(4), pages 1211-1244, September.
    14. Bernanke, B.S., 2011. "International capital flows and the returns to safe assets in the United States 2003-2007," Financial Stability Review, Banque de France, issue 15, pages 13-26, February.
    15. Shleifer, Andrei, 2010. "Comments on Gorton and Metrick: Regulating the Shadow Banking System," Scholarly Articles 10498513, Harvard University Department of Economics.
    16. Natasha Sarin & Lawrence H. Summers, 2016. "Understanding Bank Risk through Market Measures," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 47(2 (Fall)), pages 57-127.
    17. Gara Afonso & Hyun Song Shin, 2011. "Precautionary Demand and Liquidity in Payment Systems," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43, pages 589-619, October.
    18. Allen, Franklin & Carletti, Elena & Gale, Douglas, 2009. "Interbank market liquidity and central bank intervention," Journal of Monetary Economics, Elsevier, vol. 56(5), pages 639-652, July.
    19. Daron Acemoglu & Asuman Ozdaglar & Alireza Tahbaz-Salehi, 2015. "Systemic Risk and Stability in Financial Networks," American Economic Review, American Economic Association, vol. 105(2), pages 564-608, February.
    20. López-Espinosa, Germán & Moreno, Antonio & Rubia, Antonio & Valderrama, Laura, 2015. "Systemic risk and asymmetric responses in the financial industry," Journal of Banking & Finance, Elsevier, vol. 58(C), pages 471-485.
    21. Acharya, Viral V., 2009. "A theory of systemic risk and design of prudential bank regulation," Journal of Financial Stability, Elsevier, vol. 5(3), pages 224-255, September.
    22. Joseph P. Romano & Michael Wolf, 2005. "Stepwise Multiple Testing as Formalized Data Snooping," Econometrica, Econometric Society, vol. 73(4), pages 1237-1282, July.
    23. Haitsma, Reinder & Unalmis, Deren & de Haan, Jakob, 2016. "The impact of the ECB's conventional and unconventional monetary policies on stock markets," Journal of Macroeconomics, Elsevier, vol. 48(C), pages 101-116.
    24. Iyer, Rajkamal & Peydró, José-Luis, 2011. "Interbank contagion at work: Evidence from a natural experiment," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 24(4), pages 1337-1377.
    25. Dimitrios Bisias & Mark Flood & Andrew W. Lo & Stavros Valavanis, 2012. "A Survey of Systemic Risk Analytics," Annual Review of Financial Economics, Annual Reviews, vol. 4(1), pages 255-296, October.
    26. O. de Bandt & J.-C. Héam & C. Labonne & S. Tavolaro, 2013. "Measuring Systemic Risk in a Post-Crisis World," Débats économiques et financiers 6, Banque de France.
    27. Qi Zhang & Francesco Vallascas & Kevin Keasey & Charlie X. Cai, 2015. "Are Market‐Based Measures of Global Systemic Importance of Financial Institutions Useful to Regulators and Supervisors?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(7), pages 1403-1442, October.
    28. Jonathan H. Wright, 2012. "What does Monetary Policy do to Long‐term Interest Rates at the Zero Lower Bound?," Economic Journal, Royal Economic Society, vol. 122(564), pages 447-466, November.
    29. Gianni De Nicolò & Marcella Lucchetta, 2011. "Systemic Risks and the Macroeconomy," NBER Chapters, in: Quantifying Systemic Risk, pages 113-148, National Bureau of Economic Research, Inc.
    30. Abendschein, Michael & Grundke, Peter, 2018. "On the ranking consistency of global systemic risk measures: empirical evidence," VfS Annual Conference 2018 (Freiburg, Breisgau): Digital Economy 181623, Verein für Socialpolitik / German Economic Association.
    31. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    32. Zhiguo He & Arvind Krishnamurthy, 2019. "A Macroeconomic Framework for Quantifying Systemic Risk," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(4), pages 1-37, October.
    33. Naohiko Baba & Robert N McCauley & Srichander Ramaswamy, 2009. "US dollar money market funds and non-US banks," BIS Quarterly Review, Bank for International Settlements, March.
    34. Gary Gorton & Andrew Metrick, 2010. "Regulating the Shadow Banking System," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 41(2 (Fall)), pages 261-312.
    35. 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.
    36. Mr. Ivailo Arsov & Mr. Elie Canetti & Ms. Laura E. Kodres & Ms. Srobona Mitra, 2013. "Near-Coincident Indicators of Systemic Stress," IMF Working Papers 2013/115, International Monetary Fund.
    37. repec:oup:ecpoli:v:29:y:2014:i:80:p:749-799 is not listed on IDEAS
    38. Jenny Poschmann, 2012. "The Shadow Banking System - Survey and Typological Framework," Global Financial Markets Working Paper Series 27-2012, Friedrich-Schiller-University Jena.
    39. Bostandzic, Denefa & Weiß, Gregor N.F., 2018. "Why do some banks contribute more to global systemic risk?," Journal of Financial Intermediation, Elsevier, vol. 35(PA), pages 17-40.
    40. Freixas, Xavier & Laeven, Luc & Peydró, José-Luis, 2015. "Systemic Risk, Crises, and Macroprudential Regulation," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262028697, December.
    41. Colombo, Emilio & Onnis, Luisanna & Tirelli, Patrizio, 2016. "Shadow economies at times of banking crises: Empirics and theory," Journal of Banking & Finance, Elsevier, vol. 62(C), pages 180-190.
    42. Peter Grundke & Michael Tuchscherer, 2019. "Global systemic risk measures and their forecasting power for systemic events," The European Journal of Finance, Taylor & Francis Journals, vol. 25(3), pages 205-233, February.
    43. Lehar, Alfred, 2005. "Measuring systemic risk: A risk management approach," Journal of Banking & Finance, Elsevier, vol. 29(10), pages 2577-2603, October.
    44. Sylvain Benoit & Jean-Edouard Colliard & Christophe Hurlin & Christophe Pérignon, 2017. "Where the Risks Lie: A Survey on Systemic Risk," Review of Finance, European Finance Association, vol. 21(1), pages 109-152.
    45. Cai, Jian & Eidam, Frederik & Saunders, Anthony & Steffen, Sascha, 2018. "Syndication, interconnectedness, and systemic risk," Journal of Financial Stability, Elsevier, vol. 34(C), pages 105-120.
    46. John V. Duca, 2014. "What drives the shadow banking system in the short and long run?," Working Papers 1401, Federal Reserve Bank of Dallas.
    47. Mathias Drehmann & Nikola Tarashev, 2011. "Systemic importance: some simple indicators," BIS Quarterly Review, Bank for International Settlements, March.
    48. 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.
    49. Patrick E. McCabe, 2010. "The cross section of money market fund risks and financial crises," Finance and Economics Discussion Series 2010-51, Board of Governors of the Federal Reserve System (U.S.).
    50. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Cincinelli, Peter & Pellini, Elisabetta & Urga, Giovanni, 2024. "Is there an optimal level of leverage? The case of banks and non-bank institutions in Europe," International Review of Financial Analysis, Elsevier, vol. 94(C).
    2. Zhang, Ping & Yin, Shiqi & Sha, Yezhou, 2023. "Global systemic risk dynamic network connectedness during the COVID-19: Evidence from nonlinear Granger causality," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 85(C).
    3. Foglia, Matteo & Di Tommaso, Caterina & Wang, Gang-Jin & Pacelli, Vincenzo, 2024. "Interconnectedness between stock and credit markets: The role of European G-SIBs in a multilayer perspective," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
    4. Silvia Bressan, 2024. "Environmental, Social, and Governance Scores and Loan Composition Inside United States Banks," Sustainability, MDPI, vol. 16(18), pages 1-11, September.
    5. Liu, Huan & Tao, Yunqing & Zeng, Lin & Chen, Dong, 2023. "Investor-enterprise interactions and shadow banking of non-financial enterprises in China," Finance Research Letters, Elsevier, vol. 55(PB).
    6. Lei, Ningze & Huang, Liqiang, 2023. "Corporate financing from shadow banking and bond credit spreads," Finance Research Letters, Elsevier, vol. 58(PB).
    7. Bellavite Pellegrini, Carlo & Cincinelli, Peter & Meoli, Michele & Urga, Giovanni, 2022. "The contribution of (shadow) banks and real estate to systemic risk in China," Journal of Financial Stability, Elsevier, vol. 60(C).
    8. Shiba Prasad Mohanty & Santosh Gopalkrishnan & Kinshuk Saurabh, 2024. "Shadow Banking: Strategies Uncovered, Risks Mitigated and Lessons Learned for the Future," FIIB Business Review, , vol. 13(4), pages 391-403, August.
    9. Krenz, Johanna & Verma, Akhilesh K, 2023. "A leaky pipeline: Macroprudential policy shocks, non-bank financial intermediation and systemic risk in Europe," WiSo-HH Working Paper Series 79, University of Hamburg, Faculty of Business, Economics and Social Sciences, WISO Research Laboratory.
    10. Li, Xiao-Lin & Wang, Lijuan & Kong, Dongmin, 2023. "Macro-prudential policy and systemic risk of real estate firms: Evidence from China," Finance Research Letters, Elsevier, vol. 58(PC).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Cincinelli, Peter & Pellini, Elisabetta & Urga, Giovanni, 2022. "Systemic risk in the Chinese financial system: A panel Granger causality analysis," International Review of Financial Analysis, Elsevier, vol. 82(C).
    2. Cincinelli, Peter & Pellini, Elisabetta & Urga, Giovanni, 2021. "Leverage and systemic risk pro-cyclicality in the Chinese financial system," International Review of Financial Analysis, Elsevier, vol. 78(C).
    3. Bellavite Pellegrini, Carlo & Cincinelli, Peter & Meoli, Michele & Urga, Giovanni, 2022. "The contribution of (shadow) banks and real estate to systemic risk in China," Journal of Financial Stability, Elsevier, vol. 60(C).
    4. Ellis, Scott & Sharma, Satish & Brzeszczyński, Janusz, 2022. "Systemic risk measures and regulatory challenges," Journal of Financial Stability, Elsevier, vol. 61(C).
    5. Ebrahimi Kahou, Mahdi & Lehar, Alfred, 2017. "Macroprudential policy: A review," Journal of Financial Stability, Elsevier, vol. 29(C), pages 92-105.
    6. Silva, Walmir & Kimura, Herbert & Sobreiro, Vinicius Amorim, 2017. "An analysis of the literature on systemic financial risk: A survey," Journal of Financial Stability, Elsevier, vol. 28(C), pages 91-114.
    7. Pham, Thach N. & Powell, Robert & Bannigidadmath, Deepa, 2021. "Systemically important banks in Asian emerging markets: Evidence from four systemic risk measures," Pacific-Basin Finance Journal, Elsevier, vol. 70(C).
    8. Moratis, Georgios & Sakellaris, Plutarchos, 2021. "Measuring the systemic importance of banks," Journal of Financial Stability, Elsevier, vol. 54(C).
    9. Peter Grundke, 2019. "Ranking consistency of systemic risk measures: a simulation-based analysis in a banking network model," Review of Quantitative Finance and Accounting, Springer, vol. 52(4), pages 953-990, May.
    10. Andrieş, Alin Marius & Ongena, Steven & Sprincean, Nicu & Tunaru, Radu, 2022. "Risk spillovers and interconnectedness between systemically important institutions," Journal of Financial Stability, Elsevier, vol. 58(C).
    11. Drakos, Anastassios A. & Kouretas, Georgios P., 2015. "Bank ownership, financial segments and the measurement of systemic risk: An application of CoVaR," International Review of Economics & Finance, Elsevier, vol. 40(C), pages 127-140.
    12. Yun, Tae-Sub & Jeong, Deokjong & Park, Sunyoung, 2019. "“Too central to fail” systemic risk measure using PageRank algorithm," Journal of Economic Behavior & Organization, Elsevier, vol. 162(C), pages 251-272.
    13. Adnan Safi & Xianrong Yi & Salman Wahab & Yingying Chen & Hassan Hassan, 2021. "CEO overconfidence, firm-specific factors, and systemic risk: evidence from China," Risk Management, Palgrave Macmillan, vol. 23(1), pages 30-47, June.
    14. Varotto, Simone & Zhao, Lei, 2018. "Systemic risk and bank size," Journal of International Money and Finance, Elsevier, vol. 82(C), pages 45-70.
    15. López-Espinosa, Germán & Moreno, Antonio & Rubia, Antonio & Valderrama, Laura, 2012. "Short-term wholesale funding and systemic risk: A global CoVaR approach," Journal of Banking & Finance, Elsevier, vol. 36(12), pages 3150-3162.
    16. Abendschein, Michael & Grundke, Peter, 2018. "On the ranking consistency of global systemic risk measures: empirical evidence," VfS Annual Conference 2018 (Freiburg, Breisgau): Digital Economy 181623, Verein für Socialpolitik / German Economic Association.
    17. Sylvain Benoit & Jean-Edouard Colliard & Christophe Hurlin & Christophe Pérignon, 2017. "Where the Risks Lie: A Survey on Systemic Risk," Review of Finance, European Finance Association, vol. 21(1), pages 109-152.
    18. Buch, Claudia M. & Krause, Thomas & Tonzer, Lena, 2019. "Drivers of systemic risk: Do national and European perspectives differ?," Journal of International Money and Finance, Elsevier, vol. 91(C), pages 160-176.
    19. Michel Alexandre & Thiago Christiano Silva & Colm Connaughton & Francisco A. Rodrigues, 2021. "The Role of (non-)Topological Features as Drivers of Systemic Risk: a machine learning approach," Working Papers Series 556, Central Bank of Brazil, Research Department.
    20. Mustafa Hakan Eratalay & Ariana Paola Cortés Ángel, 2022. "The Impact of ESG Ratings on the Systemic Risk of European Blue-Chip Firms," JRFM, MDPI, vol. 15(4), pages 1-41, March.

    More about this item

    Keywords

    Systemic risk; Shadow banking; Financial crisis; CoVaR; Panel data;
    All these keywords.

    JEL classification:

    • G01 - Financial Economics - - General - - - Financial Crises
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jbfina:v:138:y:2022:i:c:s037842662200022x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jbf .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.