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Achieving financial stability during a liquidity crisis: a multi-objective approach

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  • Gaffeo Edoardo

    (University of Trento)

  • Gobbi Lucio

    (University of Trento)

Abstract

Following the financial crisis of 2007, regulators undertook an ample process of redefinition of the necessary objectives to achieve financial stability. Nevertheless, it is highly likely that the achievement of a specific stability goal precludes the possibility of pursuing other stability goals during financial turmoil. Once considered in this way, financial stability can be immediately translated into a multi-objective decision-making problem. In this paper, we analyze some possible trade-offs faced by a regulator in order to preserve financial stability during a liquidity crisis. To this end, we employ a model of liquidity cascades applied to credit networks and we determine the best among different policy options relying on the MOORA (multi-objective optimization on the basis of ratio analysis) method.

Suggested Citation

  • Gaffeo Edoardo & Gobbi Lucio, 2021. "Achieving financial stability during a liquidity crisis: a multi-objective approach," Risk Management, Palgrave Macmillan, vol. 23(1), pages 48-74, June.
    • Handle: RePEc:pal:risman:v:23:y:2021:i:1:d:10.1057_s41283-021-00067-6
    DOI: 10.1057/s41283-021-00067-6
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    as
    1. 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.
    2. Brandi, Giuseppe & Di Clemente, Riccardo & Cimini, Giulio, 2018. "Epidemics of liquidity shortages in interbank markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 507(C), pages 255-267.
    3. Bech, Morten L. & Bergstrom, Carl T. & Rosvall, Martin & Garratt, Rodney J., 2015. "Mapping change in the overnight money market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 424(C), pages 44-51.
    4. Fabio Caccioli & Paolo Barucca & Teruyoshi Kobayashi, 2018. "Network models of financial systemic risk: a review," Journal of Computational Social Science, Springer, vol. 1(1), pages 81-114, January.
    5. Allen, William A. & Wood, Geoffrey, 2006. "Defining and achieving financial stability," Journal of Financial Stability, Elsevier, vol. 2(2), pages 152-172, June.
    6. Delli Gatti, Domenico & Gallegati, Mauro & Greenwald, Bruce & Russo, Alberto & Stiglitz, Joseph E., 2010. "The financial accelerator in an evolving credit network," Journal of Economic Dynamics and Control, Elsevier, vol. 34(9), pages 1627-1650, September.
    7. Stephen G. Cecchetti & Piti Disyatat, 2010. "Central bank tools and liquidity shortages," Economic Policy Review, Federal Reserve Bank of New York, vol. 16(Aug), pages 29-42.
    8. Mishkin, Frederic S, 1992. "Anatomy of a Financial Crisis," Journal of Evolutionary Economics, Springer, vol. 2(2), pages 115-130, August.
    9. 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.
    10. Bargigli, Leonardo & Tedeschi, Gabriele, 2014. "Interaction in agent-based economics: A survey on the network approach," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 399(C), pages 1-15.
    11. Edoardo Gaffeo & Lucio Gobbi & Massimo Molinari, 2019. "The economics of netting in financial networks," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 14(3), pages 595-622, September.
    12. Bertrand Mareschal & Jean Pierre Brans & Philippe Vincke, 1984. "Prométhée: a new family of outranking methods in multicriteria analysis," ULB Institutional Repository 2013/9305, ULB -- Universite Libre de Bruxelles.
    13. Craig, Ben & von Peter, Goetz, 2014. "Interbank tiering and money center banks," Journal of Financial Intermediation, Elsevier, vol. 23(3), pages 322-347.
    14. Roukny, Tarik & Georg, Co-Pierre & Battiston, Stefano, 2014. "A network analysis of the evolution of the German interbank market," Discussion Papers 22/2014, Deutsche Bundesbank.
    15. Yuri Biondi & Feng Zhou, 2019. "Interbank credit and the money manufacturing process: a systemic perspective on financial stability," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 14(3), pages 437-468, September.
    16. 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.
    17. Bliss, Robert R. & Kaufman, George G., 2006. "Derivatives and systemic risk: Netting, collateral, and closeout," Journal of Financial Stability, Elsevier, vol. 2(1), pages 55-70, April.
    18. He, Jianmin & Sui, Xin & Li, Shouwei, 2016. "An endogenous model of the credit network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 441(C), pages 1-14.
    19. Gabbi, Giampaolo & Iori, Giulia & Jafarey, Saqib & Porter, James, 2015. "Financial regulations and bank credit to the real economy," Journal of Economic Dynamics and Control, Elsevier, vol. 50(C), pages 117-143.
    20. Yuri Biondi & Imke Graeff, 2020. "Between Prudential Regulation and Shareholder Value: An Empirical Perspective on Bank Shareholder Equity (2001-2017)," Post-Print hal-02888043, HAL.
    21. Matteo Chinazzi & Stefano Pegoraro & Giorgio Fagiolo, 2015. "Defuse the Bomb: Rewiring Interbank Networks," LEM Papers Series 2015/16, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    22. Willem K. Brauers, 2004. "Multiobjective optimization (moo) in privatization," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 5(2), pages 59-65, February.
    23. Willem K. Brauers, 2004. "Multi‐objective optimization for facilities management," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 5(4), pages 173-182, November.
    24. Rodrigo Cifuentes & Hyun Song Shin & Gianluigi Ferrucci, 2005. "Liquidity Risk and Contagion," Journal of the European Economic Association, MIT Press, vol. 3(2-3), pages 556-566, 04/05.
    25. Galbiati, Marco & Soramaki, Kimmo, 2013. "Central counterparties and the topology of clearing networks," Bank of England working papers 480, Bank of England.
    26. Capponi, Agostino & Chen, Peng-Chu, 2015. "Systemic risk mitigation in financial networks," Journal of Economic Dynamics and Control, Elsevier, vol. 58(C), pages 152-166.
    27. Lux, Thomas, 2016. "A model of the topology of the bank – firm credit network and its role as channel of contagion," Journal of Economic Dynamics and Control, Elsevier, vol. 66(C), pages 36-53.
    28. Stefano Zedda & Simone Sbaraglia, 2020. "Which interbank net is the safest?," Risk Management, Palgrave Macmillan, vol. 22(1), pages 65-82, March.
    29. Mr. Garry J. Schinasi, 2004. "Defining Financial Stability," IMF Working Papers 2004/187, International Monetary Fund.
    30. Daniel Fricke & Thomas Lux, 2015. "The effects of a financial transaction tax in an artificial financial market," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 10(1), pages 119-150, April.
    31. Iori, G. & Masi, G. D. & Precup, O. V. & Gabbi, G. & Caldarelli, G., 2005. "A network analysis of the Italian overnight money market," Working Papers 05/05, Department of Economics, City University London.
    32. Larry Eisenberg & Thomas H. Noe, 2001. "Systemic Risk in Financial Systems," Management Science, INFORMS, vol. 47(2), pages 236-249, February.
    33. Lee, Seung Hwan, 2013. "Systemic liquidity shortages and interbank network structures," Journal of Financial Stability, Elsevier, vol. 9(1), pages 1-12.
    34. Gai, Prasanna & Haldane, Andrew & Kapadia, Sujit, 2011. "Complexity, concentration and contagion," Journal of Monetary Economics, Elsevier, vol. 58(5), pages 453-470.
    35. Biondi Yuri, 2018. "Banking, Money and Credit: A Systemic Perspective," Accounting, Economics, and Law: A Convivium, De Gruyter, vol. 8(2), pages 1-26, July.
    36. Nier, Erlend & Yang, Jing & Yorulmazer, Tanju & Alentorn, Amadeo, 2007. "Network models and financial stability," Journal of Economic Dynamics and Control, Elsevier, vol. 31(6), pages 2033-2060, June.
    37. Opricovic, Serafim & Tzeng, Gwo-Hshiung, 2004. "Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS," European Journal of Operational Research, Elsevier, vol. 156(2), pages 445-455, July.
    38. Xiong, Wanting & Fu, Han & Wang, Yougui, 2017. "Money creation and circulation in a credit economy," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 465(C), pages 425-437.
    39. Seung Hwan Lee, 2013. "Systemic Liquidity Shortages and Interbank Network Structures," Working Papers 2013-4, Economic Research Institute, Bank of Korea.
    40. Edoardo Gaffeo & Lucio Gobbi & Massimo Molinari, 2019. "Liquidity contagion with a “first-in/first-out†seniority of claims," Economics Bulletin, AccessEcon, vol. 39(4), pages 2572-2579.
    41. E. Gaffeo & M. Molinari, 2015. "Interbank contagion and resolution procedures: inspecting the mechanism," Quantitative Finance, Taylor & Francis Journals, vol. 15(4), pages 637-652, April.
    42. Iori, Giulia & De Masi, Giulia & Precup, Ovidiu Vasile & Gabbi, Giampaolo & Caldarelli, Guido, 2008. "A network analysis of the Italian overnight money market," Journal of Economic Dynamics and Control, Elsevier, vol. 32(1), pages 259-278, January.
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    Cited by:

    1. Edoardo Gaffeo & Mauro Gallegati & Lucio Gobbi, 2022. "Endogenous clearinghouse formation in payment networks," Review of Evolutionary Political Economy, Springer, vol. 3(1), pages 109-136, April.
    2. Gaurav Nagpal & Udayan Chanda & Himanshu Seth & Namita Ruparel, 2022. "Inventory Replenishment Policies for Two Successive Generations of Technology Products Under Permissible Delay in Payments," International Journal of Information Systems and Supply Chain Management (IJISSCM), IGI Global, vol. 15(1), pages 1-29, January.
    3. Alexandre, Michel & Michalak, Krzysztof & Silva, Thiago Christiano & Rodrigues, Francisco A., 2023. "Efficiency-stability trade-off in financial systems: A multi-objective optimization approach," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 629(C).

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    More about this item

    Keywords

    Financial stability; Multi-objective optimization; Credit networks; Liquidity crunch cascades; C63; D85; G21;
    All these keywords.

    JEL classification:

    • C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
    • D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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