Measuring capital at risk with financial contagion: two-sector model with banks and insurers

Staff working papers set out research in progress by our staff, with the aim of encouraging comments and debate.
Published on 19 July 2024

Staff Working Paper No. 1,081

By Giovanni Covi and Anne-Caroline Huser

How do interdependent economic shocks impact the financial system and reverberate within it? To model the financial system, we start with a two-sector microstructural model of the financial system that includes banks and insurers. We develop a stress testing methodology that stochastically computes economic profits and losses at banks and insurers following correlated corporate default shocks. Taking into account the feedback and amplification of the initial shock though the financial system, we quantify its impact on firms’ capital positions. This methodology is applied to a very rich panel data set of UK banks and insurers. Our approach enables us to distil the contribution of initial economic shocks and the feedback and amplification mechanisms to extreme tail events. Overall, we find that, since the Covid pandemic (2020–21), the UK financial system has experienced an improvement in both profit expectations and tail losses. Comparing sectoral losses in an extreme stress scenario, we find that insurers are more affected than banks by economic credit and traded risk losses, while fire sale losses affect banks more than insurers.

Measuring capital at risk with financial contagion: two-sector
model with banks and insurers