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Non-banks contagion and the uneven mitigation of climate risk

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  • Gourdel, Régis
  • Sydow, Matthias

Abstract

This paper develops a framework for the short-term modelling of market risk and shock propagation in the investment funds sector, including bi-layer contagion effects through funds’ cross-holdings and overlapping exposures. Our work tackles chiefly climate risk, with a first-of-its-kind dual view of transition and physical climate risk exposures at the fund level. So far, while fund managers communicate more aggressively about their awareness of climate risk, it is still poorly assessed. Our analysis shows that the topology of the fund network matters and that both contagion channels are critical in its study. A stress test based on granular short-term transition shocks suggests that the differentiated integration of sustainability information by funds has made network amplification less likely, although first-round losses can be material. On the other hand, there is room for fund managers and regulators to consider physical risk better, and mitigate the second-round effects it induces, as these are less efficiently absorbed by investment funds. Improving transparency and setting relevant industry standards in this context would help mitigate short-term financial stability risks.

Suggested Citation

  • Gourdel, Régis & Sydow, Matthias, 2023. "Non-banks contagion and the uneven mitigation of climate risk," International Review of Financial Analysis, Elsevier, vol. 89(C).
  • Handle: RePEc:eee:finana:v:89:y:2023:i:c:s1057521923002557
    DOI: 10.1016/j.irfa.2023.102739
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    1. Schydlowsky, Daniel M., 2020. "Prudential regulations for greening the financial system: Coping with climate disasters," Latin American Journal of Central Banking (previously Monetaria), Elsevier, vol. 1(1).
    2. Shleifer, Andrei & Vishny, Robert W, 1992. "Liquidation Values and Debt Capacity: A Market Equilibrium Approach," Journal of Finance, American Finance Association, vol. 47(4), pages 1343-1366, September.
    3. Roncoroni, Alan & Battiston, Stefano & Escobar-Farfán, Luis O.L. & Martinez-Jaramillo, Serafin, 2021. "Climate risk and financial stability in the network of banks and investment funds," Journal of Financial Stability, Elsevier, vol. 54(C).
    4. Monasterolo, Irene & de Angelis, Luca, 2020. "Blind to carbon risk? An analysis of stock market reaction to the Paris Agreement," Ecological Economics, Elsevier, vol. 170(C).
    5. Paolo Barucca & Marco Bardoscia & Fabio Caccioli & Marco D'Errico & Gabriele Visentin & Guido Caldarelli & Stefano Battiston, 2016. "Network Valuation in Financial Systems," Papers 1606.05164, arXiv.org, revised Jun 2020.
    6. Monica Billio & Michele Costola & Iva Hristova & Carmelo Latino & Loriana Pelizzon, 2021. "Inside the ESG ratings: (Dis)agreement and performance," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(5), pages 1426-1445, September.
    7. Samuel M. Hartzmark & Abigail B. Sussman, 2019. "Do Investors Value Sustainability? A Natural Experiment Examining Ranking and Fund Flows," Journal of Finance, American Finance Association, vol. 74(6), pages 2789-2837, December.
    8. Antoine Mandel & Timothy Tiggeloven & Daniel Lincke & Elco Koks & Philip Ward & Jochen Hinkel, 2021. "Risks on global financial stability induced by climate change: the case of flood risks," Climatic Change, Springer, vol. 166(1), pages 1-24, May.
    9. Laura Capota & Margherita Giuzio & Sujit Kapadia & Dilyara Salakhova, 2022. "Are ethical and green investment funds more resilient?," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics for Sustainable Finance, volume 56, Bank for International Settlements.
    10. Chotibhak Jotikasthira & Christian Lundblad & Tarun Ramadorai, 2012. "Asset Fire Sales and Purchases and the International Transmission of Funding Shocks," Journal of Finance, American Finance Association, vol. 67(6), pages 2015-2050, December.
    11. Farmer, J Doyne & Kleinnijenhuis, Alissa M & Nahai-Williamson, Paul & Wetzer, Thom, 2020. "Foundations of system-wide financial stress testing with heterogeneous institutions," Bank of England working papers 861, Bank of England.
    12. Renneboog, Luc & Ter Horst, Jenke & Zhang, Chendi, 2011. "Is ethical money financially smart? Nonfinancial attributes and money flows of socially responsible investment funds," Journal of Financial Intermediation, Elsevier, vol. 20(4), pages 562-588, October.
    13. Fukker, Gábor & Kaijser, Michiel & Mingarelli, Luca & Sydow, Matthias, 2022. "Contagion from market price impact: a price-at-risk perspective," Working Paper Series 2692, European Central Bank.
    14. Caroline Flammer & Michael W. Toffel & Kala Viswanathan, 2021. "Shareholder activism and firms' voluntary disclosure of climate change risks," Strategic Management Journal, Wiley Blackwell, vol. 42(10), pages 1850-1879, October.
    15. Manuel Ammann & Christopher Bauer & Sebastian Fischer & Philipp Müller, 2019. "The impact of the Morningstar Sustainability Rating on mutual fund flows," European Financial Management, European Financial Management Association, vol. 25(3), pages 520-553, June.
    16. Ehlers, Torsten & Packer, Frank & de Greiff, Kathrin, 2022. "The pricing of carbon risk in syndicated loans: Which risks are priced and why?," Journal of Banking & Finance, Elsevier, vol. 136(C).
    17. Antoine Bouveret, 2017. "Liquidity Stress Tests for Investment Funds: A Practical Guide," IMF Working Papers 2017/226, International Monetary Fund.
    18. Sydow, Matthias & Schilte, Aurore & Covi, Giovanni & Deipenbrock, Marija & Del Vecchio, Leonardo & Fiedor, Paweł & Fukker, Gábor & Gehrend, Max & Gourdel, Régis & Grassi, Alberto & Hilberg, Björn & Ka, 2021. "Shock amplification in an interconnected financial system of banks and investment funds," Working Paper Series 2581, European Central Bank.
    19. Coval, Joshua & Stafford, Erik, 2007. "Asset fire sales (and purchases) in equity markets," Journal of Financial Economics, Elsevier, vol. 86(2), pages 479-512, November.
    20. Monica Billio & Roberto Casarin & Enrica De Cian & Malcolm Mistry & Anthony Osuntuyi, 2020. "The impact of Climate on Economic and Financial Cycles: A Markov-switching Panel Approach," Papers 2012.14693, arXiv.org.
    21. Paolo Barucca & Marco Bardoscia & Fabio Caccioli & Marco D'Errico & Gabriele Visentin & Guido Caldarelli & Stefano Battiston, 2020. "Network valuation in financial systems," Mathematical Finance, Wiley Blackwell, vol. 30(4), pages 1181-1204, October.
    22. Pástor, Ľuboš & Stambaugh, Robert F. & Taylor, Lucian A., 2022. "Dissecting green returns," Journal of Financial Economics, Elsevier, vol. 146(2), pages 403-424.
    23. Stefano Battiston & Antoine Mandel & Irene Monasterolo & Franziska Schütze & Gabriele Visentin, 2017. "A climate stress-test of the financial system," Nature Climate Change, Nature, vol. 7(4), pages 283-288, April.
    24. Chernenko, Sergey & Sunderam, Adi, 2016. "Liquidity transformation in asset management: Evidence from the cash holdings of mutual funds," ESRB Working Paper Series 23, European Systemic Risk Board.
    25. Amzallag, Adrien, 2022. "Fund portfolio networks: A climate risk perspective," International Review of Financial Analysis, Elsevier, vol. 84(C).
    26. Mirza, Harun & Moccero, Diego & Palligkinis, Spyros & Pancaro, Cosimo, 2020. "Fire sales by euro area banks and funds: What is their asset price impact?," Economic Modelling, Elsevier, vol. 93(C), pages 430-444.
    27. Grill, Michael & Molestina Vivar, Luis & Wedow, Michael, 2021. "The suspensions of redemptions during the COVID 19 crisis – a case for pre-emptive liquidity measures?," Macroprudential Bulletin, European Central Bank, vol. 12.
    28. Irene Monasterolo, 2020. "Climate Change and the Financial System," Annual Review of Resource Economics, Annual Reviews, vol. 12(1), pages 299-320, October.
    29. Poledna, Sebastian & Martínez-Jaramillo, Serafín & Caccioli, Fabio & Thurner, Stefan, 2021. "Quantification of systemic risk from overlapping portfolios in the financial system," Journal of Financial Stability, Elsevier, vol. 52(C).
    30. Roncoroni, Alan & Battiston, Stefano & D’Errico, Marco & Hałaj, Grzegorz & Kok, Christoffer, 2021. "Interconnected banks and systemically important exposures," Journal of Economic Dynamics and Control, Elsevier, vol. 133(C).
    31. 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.
    32. Koen van der Veer & Eric Klaaijsen & Ria Roerink, 2015. "Shedding a clearer light on financial stability risks in the shadow banking system," DNB Occasional Studies 1307, Netherlands Central Bank, Research Department.
    33. Gregor Semieniuk & Philip B. Holden & Jean-Francois Mercure & Pablo Salas & Hector Pollitt & Katharine Jobson & Pim Vercoulen & Unnada Chewpreecha & Neil R. Edwards & Jorge E. Viñuales, 2022. "Stranded fossil-fuel assets translate to major losses for investors in advanced economies," Nature Climate Change, Nature, vol. 12(6), pages 532-538, June.
    34. Jiekun Huang, 2020. "Dynamic Liquidity Preferences of Mutual Funds," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 10(04), pages 1-44, December.
    35. Jiang, Hao & Li, Dan & Wang, Ashley, 2021. "Dynamic Liquidity Management by Corporate Bond Mutual Funds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 56(5), pages 1622-1652, August.
    36. Maqui, Eduardo & Sydow, Matthias & Gourdel, Régis, 2019. "Investment funds under stress," Working Paper Series 2323, European Central Bank.
    37. Reinders, Henk Jan & Schoenmaker, Dirk & van Dijk, Mathijs, 2023. "A finance approach to climate stress testing," Journal of International Money and Finance, Elsevier, vol. 131(C).
    38. Sergey Chernenko & Adi Sunderam, 2016. "Liquidity Transformation in Asset Management: Evidence from the Cash Holdings of Mutual Funds," NBER Working Papers 22391, National Bureau of Economic Research, Inc.
    39. Bence Toth & Yves Lemperiere & Cyril Deremble & Joachim de Lataillade & Julien Kockelkoren & Jean-Philippe Bouchaud, 2011. "Anomalous price impact and the critical nature of liquidity in financial markets," Papers 1105.1694, arXiv.org, revised Nov 2011.
    40. Hain, Linda I. & Kölbel, Julian F. & Leippold, Markus, 2022. "Let’s get physical: Comparing metrics of physical climate risk," Finance Research Letters, Elsevier, vol. 46(PB).
    41. Pagnottoni, Paolo & Spelta, Alessandro & Flori, Andrea & Pammolli, Fabio, 2022. "Climate change and financial stability: Natural disaster impacts on global stock markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 599(C).
    42. Larry Eisenberg & Thomas H. Noe, 2001. "Systemic Risk in Financial Systems," Management Science, INFORMS, vol. 47(2), pages 236-249, February.
    43. Baranova, Yuliya & Coen, Jamie & Noss, Joseph & Lowe, Pippa & Silvestri, Laura, 2017. "Simulating stress across the financial system: the resilience of corporate bond markets and the role of investment funds," Bank of England Financial Stability Papers 42, Bank of England.
    44. Vermeulen, Robert & Schets, Edo & Lohuis, Melanie & Kölbl, Barbara & Jansen, David-Jan & Heeringa, Willem, 2021. "The heat is on: A framework for measuring financial stress under disruptive energy transition scenarios," Ecological Economics, Elsevier, vol. 190(C).
    45. Wiersema, Garbrand & Kleinnijenhuis, Alissa M. & Wetzer, Thom & Farmer, J. Doyne, 2023. "Scenario-free analysis of financial stability with interacting contagion channels," Journal of Banking & Finance, Elsevier, vol. 146(C).
    46. Benson, Karen L. & Humphrey, Jacquelyn E., 2008. "Socially responsible investment funds: Investor reaction to current and past returns," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1850-1859, September.
    47. Afota Amandine, & Bonnin Benjamin, & Bourgey Clément., 2021. "Responsible investment: an issue of growing importance for the Banque de France and the central banking community [L’investissement responsable : un enjeu croissant pour la Banque de France et la c," Bulletin de la Banque de France, Banque de France, issue 234.
    48. Coen, Jamie & Lepore, Caterina & Schaanning, Eric, 2019. "Taking regulation seriously: fire sales under solvency and liquidity constraints," Bank of England working papers 793, Bank of England.
    49. Dyakov, Teodor & Verbeek, Marno, 2013. "Front-running of mutual fund fire-sales," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 4931-4942.
    50. Alogoskoufis, Spyros & Dunz, Nepomuk & Emambakhsh, Tina & Hennig, Tristan & Kaijser, Michiel & Kouratzoglou, Charalampos & Muñoz, Manuel A. & Parisi, Laura & Salleo, Carmelo, 2021. "ECB’s economy-wide climate stress test," Occasional Paper Series 281, European Central Bank.
    51. Zeng, Yao, 2017. "A dynamic theory of mutual fund runs and liquidity management," ESRB Working Paper Series 42, European Systemic Risk Board.
    52. Lanfear, Matthew G. & Lioui, Abraham & Siebert, Mark G., 2019. "Market anomalies and disaster risk: Evidence from extreme weather events," Journal of Financial Markets, Elsevier, vol. 46(C).
    53. Andrea Liesen & Frank Figge & Andreas Hoepner & Dennis M. Patten, 2017. "Climate Change and Asset Prices: Are Corporate Carbon Disclosure and Performance Priced Appropriately?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 44(1-2), pages 35-62, January.
    54. Stefano Battiston & Petr Jakubik & Irene Monasterolo & Keywan Riahi & Bas van Ruijven, 2019. "Climate Risk Assessment of the Sovereign Bond Portfolio of European Insurers," EIOPA Financial Stability Report - Thematic Articles 15, EIOPA, Risks and Financial Stability Department.
    55. Felix Mormann, 2020. "Why the divestment movement is missing the mark," Nature Climate Change, Nature, vol. 10(12), pages 1067-1068, December.
    56. Philippe van der Beck, 2021. "Flow-Driven ESG Returns," Swiss Finance Institute Research Paper Series 21-71, Swiss Finance Institute.
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