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Hidden in plain sight: Unlocking actionable insights in client data
CGAP introduces Precision Causal Modelling to help financial providers identify which product configurations work for specific client segments. Piloted across five institutions, the methodology revealed delivery gaps of 32 to 84 percentage points. Key findings highlight the importance of right-sizing loans and monitoring delinquency trajectories to improve client outcomes.
Measuring financial health: A framework
This working paper introduces a multidimensional framework for measuring financial health, grounded in 70 global initiatives. It translates G20/GPFI definitions into 17 indicators across six constructs, providing financial sector authorities with practical tools for diagnostic, evaluative, and early warning analysis using administrative and survey data.
Beyond commitments: Assessing real capital deployment for net zero across 26 high-emitting companies, against the IGCC Capital Allocation Alignment Framework
This research assesses capital allocation alignment with net-zero commitments across 26 high-emitting companies using the IGCC Framework. It finds that while climate strategies are strong, capital sourcing and fossil fuel phase-down plans lag. European companies lead in performance, while the Americas and oil and gas sectors trail significantly.
Advancing competition for financial inclusion: Six policy considerations for financial sector authorities
This report provides six policy considerations for financial sector authorities to promote competition and advance financial inclusion. Drawing on eight country case studies, it explains how regulators can use existing mandates, coordinate across sectors, and leverage infrastructure design to address market concentration and support digital financial innovation.
Solutions to protect consumers from fraud in digital finance
Curating 56 successful fraud protection solutions, this report details strategies across intelligence sharing, telecom security, and biometrics. It highlights how AI-driven oversight and multi-sector collaboration, such as Malaysia's NSRC and UK's reimbursement rules, can reduce losses and restore consumer trust in digital financial ecosystems.
Financing the energy transition: A credit perspective on India’s power sector
This report examines India’s power sector transition from a credit perspective. It highlights the structural divergence between renewable and thermal assets, identifies bottlenecks in domestic debt markets, and recommends strategies to unlock large-scale financing, including the pivotal role of NTPC and the need for deeper institutional investor participation.
Redirecting sovereign capital to accelerate Indonesia’s energy transition
This report examines Indonesia’s sovereign wealth fund, Danantara, and its role in the energy transition. It highlights the fiscal risks of subsidy-dependent energy SOEs and recommends a strategic shift towards renewables. Drawing on global SWF experiences, it advocates for portfolio diversification to ensure long-term profitability and national energy security.
Leveraging copper for economic transformation: Policy choices for value addition in Zambia
This report examines strategies for Zambia to add value to its copper resources. It identifies expanding smelting and refining as immediate opportunities to increase annual exports by USD 3.7 billion by 2030. Success requires addressing binding constraints, primarily unreliable electricity, high finance costs, and trade logistics inefficiencies.
NGFS 2026 Nature Package
The NGFS 2026 Nature Package offers central banks and supervisors practical tools to integrate nature-related risks into financial stability assessments and macroeconomic modelling.
The green central banking scorecard series
The Green Central Banking Scorecard is a benchmark series that ranks G20 central banks and financial regulators on their progress in integrating environmental considerations into their operations. It assesses institutions across research and advocacy, monetary policy, financial policy, and leading by example categories to encourage a just green transition.
Global MDB Investments in Petrochemicals Tracker
An interactive database and map developed by IEEFA and IAP that tracks over USD 10 billion in petrochemical investments from 16 multilateral development banks, highlighting institutional exposure to fossil-fuel-intensive projects.
Unlocking catalytic capital in Australia
This report examines the role of catalytic capital in Australia, exploring how flexible, risk-tolerant investment can mobilise private capital for social and environmental impact. It defines the current market, identifies barriers to growth, and provides case studies of successful deployment across philanthropic, government, and institutional sectors.
Empowering consumers as partners in sustainability: Case studies on financial regulation and implementation
This report by Fair Finance Asia examines financial regulation through case studies in Thailand, Pakistan, Indonesia, and Cambodia. It highlights systemic gaps in consumer protection, cybersecurity, gender-responsive inclusion, and ESG accountability. Recommendations are provided for regulators and banks to strengthen consumer engagement and promote sustainable finance practices across Asia.
Smarter, leaner, cleaner: Direct reduced iron and the future of American steel
Direct Reduced Iron (DRI) is the most cost-effective new-build investment for the American steel sector. This analysis confirms that natural-gas-based DRI meets investment hurdles across all regions, offering a 15% real return and significant emissions reductions while providing flexibility for future hydrogen integration.
SUSREG annual report series
This benchmark series provides a comprehensive assessment of sustainable financial regulations and central banking activities. It tracks progress across global jurisdictions in integrating climate, environmental, and social risks within banking, insurance, and capital markets sectors, supporting the transition towards a net-zero and nature-positive global economy.
Guarantees: From misdiagnosis to strategic deployment: Evidence from expert practitioner interviews
This research examines why climate-aligned guarantees often fail to mobilise private capital effectively. It identifies structural misalignments within multilateral development banks and suggests that strategic deployment requires a move towards portfolio-based approaches, local-currency financing, and better risk layering to address specific investment constraints in emerging markets.