NGFS Report Explores Quantification of Climate Risk Differentials
The Network for Greening the Financial System (NGFS) published two reports to aid central banks and regulators in their oversight of the financial sector and in their central bank operations: one report examines the quantification of climate risk differentials in Pillars 1, 2, and 3; the other report presents key takeaways from a study on how, and to what extent, climate-related risks are incorporated into conventional credit ratings, also highlighting the expectations and needs of central banks as users of such ratings.
Report on climate risk differentials
The report provides an update on existing analyses and practices in relation to green/non-green classification frameworks and the methodologies used by financial institutions, credit rating agencies, and supervisors to assess and quantify financial risk differentials. The analyses finds that financial institutions are moving away from classification-based, backward-looking analysis of risk differentials to a more granular, forward-looking assessment of counterparties’ vulnerability to climate-related risks. The report also looks at the lessons learned from supervisory authorities and regulators’ perspectives on risk differentials and a possible way forward. The report notes that the supervisory community has been exploring ways to measure and mitigate the impact of these risks on financial stability and one of the avenues explored by supervisors is the adjustment of Pillar 1 capital requirements following a risk-based approach. However, given the current data and methodological limitations, introducing adjustment factors in the Pillar 1 capital framework using conventional risk differential analysis based on historical data remains a challenge.
However, in light of the discussed practices, the report highlights that there may be greater potential to consider Pillar 2 measures, when addressing material idiosyncratic climate-related and environmental risks faced by individual financial institutions—though this does not exclude potential use of Pillar 1 tools. Considering climate-related and environmental risks as part of Pillar 3 requirements could also be beneficial, given the general use of disclosures in facilitating measurement and monitoring of these risks. Additionally, NGFS has identified three key strands of work for the supervisory community that could improve the resilience of financial institutions to climate-related and environmental risks:
- Supervisors could seek to further their understanding of the range of potential risk differentials as manifested through scenario analysis and stress testing (including at the individual financial institution level).
- With a view to enhancing the management and monitoring of transition risk in a forward-looking manner, supervisors could examine the relevance and extent to which financial institutions should consider their counterparties´ transition plans.
- Supervisors could further advance their understanding of the impact of environmental and climate-related risks on credit ratings and internal credit risk modeling at financial institutions.
Report on credit ratings
The report examines how and to what extent credit rating agencies incorporate climate-related risk factors into their credit ratings. Monetary policy implementation at many central banks relies on credit ratings to assess the creditworthiness of issuers and other financial market entities. Therefore, the degree to which credit ratings reflect material risks, including climate-related risks, is of great interest to the central banking community. The report finds that despite credit rating agencies considering environmental, social, and governance (ESG) and climate-related risk factors in their credit ratings, there is still a lack of transparency surrounding the methodologies used by the rating agencies to incorporate climate-risk factors and how these factors contribute to the final rating. Central banks as well as market participants are aware of the current limitations of credit rating agencies’ credit ratings in fully capturing climate-related risks. More work and knowledge-sharing within the central banking community will be needed to properly address climate-related risks. In the meantime, central banks may apply their own analysis to complement the information in traditional ratings of credit rating agencies.
Related Links
Keywords: International, Banking, Insurance, ESG, Climate Change Risk, Disclosures, Credit Risk, Scenario Analysis, Stress Testing, Credit Ratings, Basel, Pillar 1, Pillar 2, Pillar 3, Regulatory Capital, Credit Risk Modeling, NGFS, Headline
Featured Experts

James Partridge
Credit analytics expert helping clients understand, develop, and implement credit models for origination, monitoring, and regulatory reporting.

María Cañamero
Skilled market researcher; growth strategist; successful go-to-market campaign developer

Nicolas Degruson
Works with financial institutions, regulatory experts, business analysts, product managers, and software engineers to drive regulatory solutions across the globe.
Previous Article
FSC Taiwan Fines Cathay United Bank, Extends Payment DeferralsRelated Articles
FINMA Approves Merger of Credit Suisse and UBS
The Swiss Financial Market Supervisory Authority (FINMA) has approved the takeover of Credit Suisse by UBS.
BOE Sets Out Its Thinking on Regulatory Capital and Climate Risks
The Bank of England (BOE) published a working paper that aims to understand the climate-related disclosures of UK financial institutions.
OSFI Finalizes on Climate Risk Guideline, Issues Other Updates
The Office of the Superintendent of Financial Institutions (OSFI) is seeking comments, until May 31, 2023, on the draft guideline on culture and behavior risk, with final guideline expected by the end of 2023.
APRA Assesses Macro-Prudential Policy Settings, Issues Other Updates
The Australian Prudential Regulation Authority (APRA) published an information paper that assesses its macro-prudential policy settings aimed at promoting stability at a systemic level.
BIS Paper Examines Impact of Greenhouse Gas Emissions on Lending
BIS issued a paper that investigates the effect of the greenhouse gas, or GHG, emissions of firms on bank loans using bank–firm matched data of Japanese listed firms from 2006 to 2018.
HMT Mulls Alignment of Ring-Fencing and Resolution Regimes for Banks
The HM Treasury (HMT) is seeking evidence, until May 07, 2023, on practicalities of aligning the ring-fencing and the banking resolution regimes for banks.
MFSA Sets Out Supervisory Priorities, Issues Reporting Updates
The Malta Financial Services Authority (MFSA) outlined its supervisory priorities for 2023
German Regulators Issue Multiple Reporting Updates for Banks
Deutsche Bundesbank published the nationally deactivated validation rules for the German Commercial Code (HGB) users on the taxonomy 3.2, which became valid from December 31, 2022
BCBS Report Examines Impact of Basel III Framework for Banks
The Basel Committee on Banking Supervision (BCBS) published results of the Basel III monitoring exercise based on the June 30, 2022 data.
PRA Consults on Prudential Rules for "Simpler-Regime" Firms
Among the recent regulatory updates from UK authorities, a key development is the first-phase consultation, from the Prudential Regulation Authority (PRA), on simplifications to the prudential framework that would apply to the simpler-regime firms.