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Global partnerships case study: Measuring and managing financial inclusion outcomes

Consultative Group to Assist the Poor (CGAP)
This case study explores how Global Partnerships adopts outcomes-focused impact measurement and management (IMM) practices. It highlights the importance of tracking both development and intermediate outcomes in financial inclusion to ensure investments genuinely benefit underserved populations and achieve measurable social impact while mitigating potential risks.
Case studies
19 October 2024

Investing for financial inclusion: Four enablers for outcomes measurement and management

Consultative Group to Assist the Poor (CGAP)
The report outlines four essential factors for improving impact measurement and management (IMM) in financial inclusion. These enablers—shared IMM understanding, addressing operational barriers, integrating outcomes into decision-making, and enhancing transparency—aim to align stakeholders across the investment chain to prioritise developmental and intermediate outcomes for inclusive, sustainable finance.
Research
19 October 2024

Integrated profit and loss reporting

Stockholm Resilience Centre
This brief presents a framework for integrated profit and loss (IP&L) reporting that includes financial, natural, human, and social capital. It aims to quantify corporate impacts beyond financial capital, providing a comprehensive view of business performance. The IP&L approach helps businesses align sustainability with corporate accountability, benefiting stakeholders.
Research
1 June 2019

Handbook of artificial intelligence and big data applications in investments

CFA Institute
This handbook provides a comprehensive overview of artificial intelligence (AI) and big data applications in investments. It covers topics such as machine learning, natural language processing, trading algorithms, and AI-driven customer service. Aimed at finance professionals, it offers insights into practical use cases, challenges, and evolving trends in AI adoption, making it a valuable resource for those navigating the integration of these technologies in investment strategies.

Research
17 April 2023

Enhancing impact performance in agriculture through non-financial support and sustainable practices

Global Impact Investing Network (GIIN)
This report examines the relationship between sustainable agricultural practices and non-financial support in impact investments, highlighting how such support can enhance performance. Findings reveal that non-financial support improves outcomes for smallholder farmers, especially women, by increasing service provision and adoption of sustainable farming, contributing to resilience and profitability.
Research
13 December 2023

Investment model validation: A guide for practitioners

CFA Institute
This guide offers a practical framework for assessing the robustness of investment models used in finance. This report covers methodologies such as backtesting, cross-validation, and scenario analysis to mitigate model risk, providing investment professionals with tools to enhance decision-making processes and model reliability. The guide stresses the importance of aligning model outcomes with economic theory and offers insights into performance benchmarking.
Research
27 June 2024

No data, no deal? Impact measurement and capital flows to achieve climate-compatible growth

Smith School of Enterprise and the Environment (University of Oxford)
This report explores the challenges and importance of impact measurement and management (IMM) in directing capital to climate-friendly projects, particularly in emerging markets. Through investor interviews and case studies, it highlights the need for standardised IMM to enhance transparency, avoid 'impact-washing', and ensure equitable access to capital for underrepresented markets like Zambia.
Research
27 August 2024

Are high-interest loans predatory? Theory and evidence from payday lending

This report investigates whether high-interest payday loans are predatory by exploring borrower behaviour and the impact of regulatory measures. Using an experiment with payday loan borrowers, the study finds that while inexperienced borrowers are often overoptimistic about repayment, more experienced ones anticipate future borrowing accurately.
Research
13 May 2021

FINRA's Fund Analyzer

finra
The FINRA Fund Analyzer helps finance professionals assess fees, expenses, and potential savings for mutual funds, ETFs, and exchange-traded products. It provides detailed cost comparisons and projections to support informed investment decisions. Suitable for evaluating long-term fund performance and cost efficiency in the UK and Australian markets.
Online tool/database

A practical guide for business: Air pollutant emission assessment

Stockholm Environment Institute
This guide provides businesses with a framework to quantify air pollutant emissions along their value chains. It offers methodologies for assessing emissions from key sources such as electricity, fuel combustion, and transportation, helping businesses reduce pollutants and support better health outcomes and environmental sustainability.
Research
13 December 2023

Storylines: A science-based method for assessing and measuring future physical climate-related financial risk

The report presents a method called "storylines" for assessing future physical climate-related financial risks. It emphasises plausibility over probability, allowing for a more comprehensive understanding of uncertainties and risks in financial disclosures, particularly in the context of extreme climate events. This approach enhances risk assessment by integrating climate science with traditional financial analysis frameworks.
Research
16 July 2024

Modern slavery benchmarking tool

Walk Free
This tool helps businesses to evaluate their efforts in addressing modern slavery. It provides a comprehensive framework to assess risk, policies, and practices, facilitating improvement in combating modern slavery within supply chains and operations. This tool promotes transparency and accountability in corporate practices.
Online tool/database

Climate TRACE

Climate TRACE is a comprehensive tool for tracking global greenhouse gas emissions. Utilising satellite data and AI, it provides real-time insights, helping finance professionals assess environmental impacts and make informed decisions. This tool supports ESG integration and sustainability in financial practices.
Online tool/database

Refugee-related investments: Myth or reality?

The World Bank
This report examines the current state of refugee-related investment, a subset of impact investing focused on companies benefiting forcibly displaced people. It discusses the need for sustainable solutions for refugees' economic inclusion, the challenges faced by this nascent field, and recommendations for governments, development partners, and private sector actors to accelerate refugees' social and economic inclusion while benefiting host countries.
Research
27 September 2023

Impact investing handbook: An implementation guide for practitioners

Rockefeller Philanthropy Advisors
This report is an implementation guide for impact investing practitioners. It includes chapters on defining impact investing, identifying players involved, setting impact goals, selecting impact investment tools and structures, measuring and managing impact, and implementing best practices. The guide is informative, objective, and designed to inform the impact investment strategy.
Research
25 June 2020

Right direction, wrong equipment: Why transition risks do not fit into regulatory stress tests

2° Investing Initiative (2DII)
The authors of this report explore the challenges of integrating climate-related risks into regulatory stress tests. They demonstrate that supervisory risk assessment frameworks struggle to capture long-term systemic risks, and offer recommendations for developing a 'long-term risk;' supervision 'infrastructure.'
Research
21 September 2017
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