In this paper, we identify the groups of countries where international risk-sharing opportunities are most attractive. We show that the bulk of risk-sharing gains can be achieved in groups consisting of as few as seven members, and that further marginal benefits quickly become negligible. For...

The paper discusses the limits to market-based risk transfer in the financial system and the implications for the management of systemic long-term financial risks. Financial instruments or markets to transfer and better manage these risks across institutions and sectors are, as yet, either...

Systemic risk remains a major concern to policymakers since widespread defaults in the corporate and financial sectors could pose substantial costs to society. Forward-looking measures and/or indicators of systemic default risk are thus needed to identify potential buildups of vulnerability in...

A Technical Assistance (TA) mission was conducted in Dhaka, Bangladesh, from March 5 to 9, 2023, to assist authorities in setting up a framework to assess physical climate risk in the financial system. The TA mission focused on (i) proposing a risk assessment framework tailored to available...

The gradual alignment of prudential regulations on Basel II/III standards since 2018, as well as improvements in banking supervision and macroprudential surveillance, have contributed to the WAEMU's banking system's resilience to recent global and regional shocks. However, while cyclical...

We propose a new machine-learning-based approach for forecasting Value-at-Risk (VaR) named CoFiE-NN where a neural network (NN) is combined with Cornish-Fisher expansions (CoFiE). CoFiE-NN can capture non-linear dynamics of high-order statistical moments thanks to the flexibility of a NN while...

Kazakhstan is vulnerable to transition risk due to the importance of its energy- and emissions-intensive sectors. Domestic and global climate policies would negatively affect Kazakhstan's economy, its firms, industries, and banks, with heterogenous impacts across industries and banks. Using both...

We construct a country-level indicator capturing the extent to which aggregate bank credit growth originates from banks with a relatively riskier profile, which we label the Riskiness of Credit Origins (RCO). Using bank-level data from 42 countries over more than two decades, we document that...

This paper presents a technical note on bank stress testing and climate risks analysis in Maldives. Although the Maldives' economy has rebounded strongly from the pandemic-induced contraction, macro and financial vulnerabilities remain. The stress test results broadly corroborated the identified...

This paper develops a new data-driven metric to capture MacroEconomic Uncertainty (MEU) in the euro area. The measure is constructed as the conditional volatility of the unforecastable components of a large set of time series, accounting for the monetary union as well as cross-country...