Library | ESG issues

Systemic Risk Management

Systemic risk refers to the possibility that an event at the company level could trigger severe instability or collapse in an entire industry or economy. It extends beyond individual failures, encompassing large-scale threats such as climate change, natural disasters, inflation, geopolitical crises, and pandemics. Effective systemic risk management requires proactive monitoring, regulatory safeguards, and resilience strategies to mitigate risks and ensure financial stability in an increasingly complex and uncertain global landscape.

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Physical climate risk in the United States equity market: Quantifying state–sector heterogeneity

EDHEC Climate Institute
The report presents an NGFS-aligned framework for assessing physical climate risk in U.S. equities. Using state-level GDP damage projections and sector-specific adjustments, it estimates a roughly 4.0% valuation loss for a U.S. equity benchmark under current policies, highlighting substantial variation across states and sectors.
Research
30 March 2026

Climate finance as a catalyst for peace

Research across 85 developing countries found climate finance was associated with lower resource-related conflict risk, particularly through reduced water scarcity and greater renewable energy access. The study suggests climate finance may support stability in fragile regions, with stronger effects observed where higher funding levels were directed towards adaptation and social infrastructure.
Research
10 March 2026

AI in your portfolio: Risks & opportunities

Intentional Endowments Network
Briefing paper outlining AI investment opportunities alongside systemic risks including bias, privacy, workforce disruption and environmental impacts. It highlights governance frameworks, due diligence tools and investor engagement strategies to support responsible AI investment practices and long-term portfolio resilience.
Research
21 April 2026

Hedging ambiguity with pro-social preferences: An illustration from green finance

National Bureau of Economic Research (NBER)
The paper argues that pro-social preferences can offset ambiguity aversion in green finance by acting as a behavioural hedge. Using ambiguity-based investment models, the authors show socially motivated investors may accept uncertain green assets, lowering effective hurdle rates and supporting private capital flows into sustainable projects.
Research
22 April 2026

TNFD Learning Lab

Taskforce on Nature-related Financial Disclosures (TNFD)
TNFD’s Learning Lab is a free, open-access platform offering self-paced modules on nature-related issues and the TNFD framework. It provides videos, webinars, case studies and practical guidance to help finance and business professionals build capability in nature-related assessment, reporting and decision-making.
Research

Systematic stewardship on the waterbed

European Corporate Governance Institute (ECGI)
Tröger argues corporate governance tools, including stewardship, say-on-climate votes and ESG-linked pay, cannot replace broad climate regulation. Firm-level interventions may trigger “waterbed effects”, shifting emissions rather than reducing them. Carbon pricing or comprehensive emissions caps are presented as more effective.
Research
30 March 2026

SAIL: Systems Aware Investing Launchpad

The Investment Integrated Project (TIIP)
SAIL (Systems Aware Investing Launchpad) is an AI-enhanced platform developed by TIIP to support institutional investors in implementing system-level investing strategies. It provides tools for strategy development, benchmarking, reporting and collaboration, helping users assess and manage systemic environmental, social and financial risks.
Online tool/database

Tackling governance and financing for sustainability transitions

International Resource Panel
The report argues current financial systems misallocate capital towards resource-intensive activities, hindering sustainability transitions. It recommends policy, governance and financial reforms to redirect investment towards resource efficiency, low-carbon development and equitable transition pathways, particularly in resource-dependent economies.
Research
6 June 2025

Physical risk guide: For asset owners and asset managers

MSCI Inc.
Guide outlines frameworks for assessing, managing and reporting physical climate risks in investment portfolios. It covers exposure mapping, hazard identification, financial impact metrics (e.g. AAL, Climate VaR), scenario analysis, adaptation strategies and regulatory alignment, emphasising integration into governance, risk management and disclosure processes.
Research
27 April 2026

Finding investment opportunities in the global response to water stress

Goldman Sachs Asset Management
Examines investment opportunities arising from global water stress, focusing on infrastructure renewal, risk management and efficiency gains. Outlines how investors can identify growth across asset classes and technologies addressing water scarcity, supporting resilience, cost reduction and long-term economic trends.
Research
22 April 2026

Handbook of sustainable finance

This handbook explains sustainable finance concepts, ESG scoring, regulation, reporting, sustainable products, impact investing, biodiversity, climate risk measurement, transition and physical risk modelling, portfolio construction, stress testing and risk management for finance practitioners.
Research
9 February 2026

A systems approach to sustainable finance: Actors, influence mechanisms, and potentially virtuous cycles of sustainability

This review applies systems thinking to sustainable finance, analysing key actors, influence mechanisms and feedback loops. It identifies barriers such as weak ESG metrics and poor risk integration, and highlights opportunities for collaboration to align capital flows with sustainability and ecological resilience.
Research
18 July 2025

Tipping points: Decision making under deep uncertainty

J.P. Morgan Chase and Co.
Examines climate tipping points and their implications for financial decision-making under deep uncertainty. It outlines risks of abrupt, nonlinear climate shifts, limitations of traditional valuation models, and emerging approaches including scenario analysis, resilience planning and climate intervention, emphasising challenges in pricing, timing and managing long-term systemic risks.
Research
13 April 2026

Oxford climate policy monitor: 2025 annual review

University of Oxford
Assesses climate policies across 37 jurisdictions and six domains, finding overall strengthening despite political pressures, but slow implementation. Highlights rising policy leadership in developing regions and persistent gaps in ambition and execution relative to Paris Agreement targets.
Research
25 November 2025

Investing to reconnect financial value with people, nature and the real economy: An iterative blueprint for capital markets actors, policymakers and regulators

The Predistribution Initiative
This report outlines a blueprint for reforming capital markets to better reflect human, social and natural capital. It proposes changes to fiduciary duty, financial analysis and policy frameworks to reduce systemic risks and align investment practices with long-term economic, environmental and social outcomes.
Research
20 March 2025

Horizon Scanning: Risk and regulation in the GCC

Themis International Services
This report outlines 2026 financial crime and regulatory risks in the GCC, focusing on AI-enabled fraud, digital assets, cybercrime, beneficial ownership, supply chains, sanctions, and tougher AML/CFT oversight linked to upcoming FATF evaluations and recent legal reforms in the UAE, Bahrain and Saudi Arabia.
Research
28 January 2026
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