IDEAS home Printed from https://ideas.repec.org/p/ecb/ecbwps/20253074.html
   My bibliography  Save this paper

When margins call: liquidity preparedness of non-bank financial institutions

Author

Listed:
  • Macchiati, Valentina
  • Cappiello, Lorenzo
  • Giuzio, Margherita
  • Ianiro, Annalaura
  • Lillo, Fabrizio

Abstract

We propose a novel framework to assess systemic risk stemming from the inadequate liquidity preparedness of non-bank financial institutions (NBFIs) to derivative margin calls. Unlike banks, NBFIs may struggle to source liquidity and meet margin calls during periods of significant asset price fluctuations, potentially triggering asset fire sales and amplifying market volatility. We develop a set of indicators and statistical methods to assess liquidity preparedness and examine risk transmission through common asset holdings and counterparty exposures. Applying our framework to euro area NBFIs during the Covid-19 turmoil and the 2022–2023 monetary tightening, we observe an increase in distressed entities, which, in turn, seem to exhibit more liquidity-driven selling behaviours than their non-distressed peers. Network analysis suggests that certain counterparties of distressed entities appear particularly vulnerable to margin call-induced liquidity shocks. Our framework offers policymakers valuable tools to enhance the monitoring and resilience of the NBFI sector. JEL Classification: C02, E52, G01, G11, G23

Suggested Citation

  • Macchiati, Valentina & Cappiello, Lorenzo & Giuzio, Margherita & Ianiro, Annalaura & Lillo, Fabrizio, 2025. "When margins call: liquidity preparedness of non-bank financial institutions," Working Paper Series 3074, European Central Bank.
  • Handle: RePEc:ecb:ecbwps:20253074
    Note: 234084
    as

    Download full text from publisher

    File URL: https://www.ecb.europa.eu//pub/pdf/scpwps/ecb.wp3074~e9a4fbc8ca.en.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Bardoscia, Marco & Ferrara, Gerardo & Vause, Nicholas & Yoganayagam, Michael, 2021. "Simulating liquidity stress in the derivatives market," Journal of Economic Dynamics and Control, Elsevier, vol. 133(C).
    2. Yajun Wang, 2016. "Why Can Margin Requirements Increase Volatility and Benefit Margin Constrained Investors?," Review of Finance, European Finance Association, vol. 20(4), pages 1449-1485.
    3. Ianiro, Annalaura & Leonello, Agnese & Ruzzi, Dario, 2025. "Measuring synthetic leverage in interest rate swaps," Macroprudential Bulletin, European Central Bank, vol. 26.
    4. Franceschi, Emanuele & Grodzicki, Maciej & Kagerer, Benedikt & Kaufmann, Christoph & Lenoci, Francesca & Mingarelli, Luca & Pancaro, Cosimo & Senner, Richard, 2023. "Key linkages between banks and the non-bank financial sector," Financial Stability Review, European Central Bank, vol. 1.
    5. Jukonis, Audrius & Letizia, Elisa & Rousová, Linda, 2022. "The impact of derivatives collateralisation on liquidity risk: evidence from the investment fund sector," Working Paper Series 2756, European Central Bank.
    6. Sebastiano Michele Zema, 2023. "Uncovering the network structure of non-centrally cleared derivative markets: evidence from large regulatory data," Empirical Economics, Springer, vol. 65(4), pages 1799-1822, October.
    7. Kristy Jansen & Sven Klingler & Angelo Ranaldo & Patty Duijm, 2024. "Pension Liquidity Risk," Swiss Finance Institute Research Paper Series 24-16, Swiss Finance Institute.
    8. Pawe³ Fiedor & Sarah Lapschies & Lucia Országhová, 2017. "Networks of counterparties in the centrally cleared EU-wide interest rate derivatives market," Working and Discussion Papers WP 7/2017, Research Department, National Bank of Slovakia.
    9. Maddalena Ghio & Linda Rousova & Dilyara Salakhova & Mr. German Villegas Bauer, 2023. "Derivative Margin Calls: A New Driver of MMF Flows," IMF Working Papers 2023/061, International Monetary Fund.
    10. Adeyemo M.O & Ologunwa, O.P. & Obamuyi T.M., 2024. "Board Structure and the Financial Stability of Banks in Nigeria," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 8(1), pages 2430-2441, January.
    11. Chen, Dong & Li, Yi & Lu, Jiani & Li, Chenming, 2024. "Do international tax treaties govern financial report quality?," Research in International Business and Finance, Elsevier, vol. 69(C).
    12. Barbieri, Claudio & Grodzicki, Maciej & Hałaj, Grzegorz & Pizzeghello, Riccardo, 2025. "System-wide implications of counterparty credit risk," Macroprudential Bulletin, European Central Bank, vol. 26.
    13. Hyun Soo Doh & Guanhao Feng, 2024. "Renegotiable debt, liquidity injections and financial instability," Journal of Derivatives and Quantitative Studies: 선물연구, Emerald Group Publishing Limited, vol. 32(3), pages 182-199, May.
    14. Liu, Taixing & Fan, Miaomiao & Li, Youwei & Yue, Pengpeng, 2024. "Financial literacy and household financial resilience," Finance Research Letters, Elsevier, vol. 63(C).
    15. Sydow, Matthias & Fukker, Gábor & Dubiel-Teleszynski, Tomasz & Franch, Fabio & Gründl, Helmut & Miccio, Debora & Pellegrino, Michela & Gallet, Sébastien & Kotronis, Stelios & Schlütter, Sebastian & So, 2024. "Banks and non-banks stressed: liquidity shocks and the mitigating role of insurance companies," Working Paper Series 3000, European Central Bank.
    16. Wang, Yushi & Feng, Yuan & Zhu, Zhangyao & Liu, Jia & Li, Yubin, 2024. "Financial statement comparability and expected default risk," International Review of Financial Analysis, Elsevier, vol. 95(PA).
    17. Budnik, Katarzyna & Ponte Marques, Aurea & Giglio, Carla & Grassi, Alberto & Durrani, Agha & Figueres, Juan Manuel & Konietschke, Paul & Le Grand, Catherine & Metzler, Julian & Población García, Franc, 2024. "Advancements in stress-testing methodologies for financial stability applications," Occasional Paper Series 348, European Central Bank.
    18. Piergiorgio Alessandri & Prasanna Gai & Sujit Kapadia & Nada Mora & Claus Puhr, 2009. "Towards a Framework for Quantifying Systemic Stability," International Journal of Central Banking, International Journal of Central Banking, vol. 5(3), pages 47-81, September.
    Full references (including those not matched with items on IDEAS)

    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. Michele Leonardo Bianchi & Dario Ruzzi & Anatoli Segura, 2024. "Shifting the yield curve for fixed-income and derivatives portfolios," Papers 2412.15986, arXiv.org.
    2. Michele Leonardo Bianchi & Bianca Sorvillo & Dario Ruzzi & Federico Apicella & Luigi Abate & Leonardo Del Vecchio, 2025. "EMIR data for financial stability analysis and research," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Data science in central banking: enhancing the access to and sharing of data, volume 64, Bank for International Settlements.
    3. Claus Puhr & Reinhardt Seliger & Michael Sigmund, 2012. "Contagiousness and Vulnerability in the Austrian Interbank Market," Financial Stability Report, Oesterreichische Nationalbank (Austrian Central Bank), issue 24, pages 62-78.
    4. Bargigli, Leonardo & Gallegati, Mauro, 2011. "Random digraphs with given expected degree sequences: A model for economic networks," Journal of Economic Behavior & Organization, Elsevier, vol. 78(3), pages 396-411, May.
    5. Joseph, Andreas & Vasios, Michalis, 2022. "OTC Microstructure in a period of stress: A Multi-layered network approach," Journal of Banking & Finance, Elsevier, vol. 138(C).
    6. Hong Liu & Yajun Wang, 2019. "Asset Pricing Implications of Short-Sale Constraints in Imperfectly Competitive Markets," Management Science, INFORMS, vol. 65(9), pages 4422-4439, September.
    7. Claudio Borio & Mathias Drehmann, 2011. "Toward an Operational Framework for Financial Stability: “Fuzzy” Measurement and Its Consequences," Central Banking, Analysis, and Economic Policies Book Series, in: Rodrigo Alfaro (ed.),Financial Stability, Monetary Policy, and Central Banking, edition 1, volume 15, chapter 4, pages 063-123, Central Bank of Chile.
    8. Langfield, Sam & Liu, Zijun & Ota, Tomohiro, 2014. "Mapping the UK interbank system," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 288-303.
    9. Fascione, Luisa & Oosterhek, Koen & Scheubel, Beatrice & Stracca, Livio & Wildmann, Nadya, 2024. "Keep calm, but watch the outliers: deposit flows in recent crisis episodes and beyond," Occasional Paper Series 361, European Central Bank.
    10. Cesa-Bianchi, Ambrogio & Czech, Robert & Eguren Martin, Fernando, 2021. "Dash for Dollars," CEPR Discussion Papers 16415, C.E.P.R. Discussion Papers.
    11. Anand, Kartik & Gai, Prasanna & Kapadia, Sujit & Brennan, Simon & Willison, Matthew, 2013. "A network model of financial system resilience," Journal of Economic Behavior & Organization, Elsevier, vol. 85(C), pages 219-235.
    12. Kaufmann, Christoph & Leyva, Jaime & Storz, Manuela, 2024. "Insurance corporations’ balance sheets, financial stability and monetary policy," Working Paper Series 2892, European Central Bank.
    13. Fontana, Silvia Dalla & Holz auf der Heide, Marco & Pelizzon, Loriana & Scheicher, Martin, 2019. "The anatomy of the euro area interest rate swap market," SAFE Working Paper Series 255, Leibniz Institute for Financial Research SAFE.
    14. Iman van Lelyveld, 2017. "The use of derivatives trade repository data: possibilities and challenges," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Data needs and Statistics compilation for macroprudential analysis, volume 46, Bank for International Settlements.
    15. Christian Kubitza & Loriana Pelizzon & Mila Getmansky Sherman, 2024. "Loss Sharing in Central Clearinghouses: Winners and Losers," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 14(2), pages 237-273.
    16. Koliai, Lyes, 2016. "Extreme risk modeling: An EVT–pair-copulas approach for financial stress tests," Journal of Banking & Finance, Elsevier, vol. 70(C), pages 1-22.
    17. Váradi, Kata & Ladoniczki, Sára Kata, 2018. "Elszámolóházak alapbiztosítéki követelményeinek számítási módszertana [Numerical methodology in the basic insurance requirements of clearing houses]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(7), pages 780-809.
    18. Souza, Sergio R.S. & Tabak, Benjamin M. & Silva, Thiago C. & Guerra, Solange M., 2015. "Insolvency and contagion in the Brazilian interbank market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 431(C), pages 140-151.
    19. Ni, Junwei & Gao, Yidan, 2025. "Opportunities for higher education for children, financial literacy and household capital," Finance Research Letters, Elsevier, vol. 78(C).
    20. Zineddine Alla & Mr. Raphael A Espinoza & Qiaoluan H. Li & Miguel A. Segoviano, 2018. "Macroprudential Stress Tests: A Reduced-Form Approach to Quantifying Systemic Risk Losses," IMF Working Papers 2018/049, International Monetary Fund.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • C02 - Mathematical and Quantitative Methods - - General - - - Mathematical Economics
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • G01 - Financial Economics - - General - - - Financial Crises
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:ecb:ecbwps:20253074. 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: Official Publications (email available below). General contact details of provider: https://edirc.repec.org/data/emieude.html .

    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.