Library | SDGs

GOAL 01: No Poverty

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Opening the black box on the impact of inclusive credit

Consultative Group to Assist the Poor (CGAP)
This report examines inclusive credit's impact using a five-factor framework: who, how, what for, where, and when. Drawing on 405 studies and machine learning analysis, it advocates for "precision credit"—matching product design to borrower circumstances—to move beyond average effects and ensure meaningful developmental outcomes in emerging markets.
Research
8 June 2026

Sowing the seeds of change through private sector partnerships: Lessons from two seasons of pilots and system-building

International Labour Organisation (ILO)
This ILO report evaluates the BOUZOUR project's efforts to strengthen Lebanon’s cherry sector through private sector partnerships. By establishing a national phytosanitary framework and improving exporter-farmer linkages, the initiative increased farmer incomes by USD 688,564 in 2025, enhanced worker conditions, and expanded access to high-value international markets.
Research
23 September 2026

Hidden in plain sight: Unlocking actionable insights in client data

Consultative Group to Assist the Poor (CGAP)
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.
Research
19 September 2026

Measuring financial health: A framework

Consultative Group to Assist the Poor (CGAP)
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.
Research
14 September 2026

Advancing competition for financial inclusion: Six policy considerations for financial sector authorities

Consultative Group to Assist the Poor (CGAP)
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.
Research
13 May 2026

Atlas of Global Development 2026

The World Bank
An interactive data platform from the World Bank tracking 75 years of global progress across people, prosperity, planet, infrastructure, and digital themes.
Online tool/database
5 May 2026

Extending social protection coverage to workers in the agricultural sector and their families: Lessons from international experience

International Labour Organisation (ILO)
Report examines extending social protection to agricultural workers. Highlighting that rural areas account for more than three-quarters of the extreme poor, it identifies barriers like legal exclusion and informal employment. It presents international solutions, including flexible contribution schedules and mobile service delivery, to achieve universal coverage for rural populations.
Research
14 April 2026

Supporting just transitions through social protection: Key roles for philanthropy

ODI Global
This briefing paper explores how philanthropy can support just transitions to net zero through social protection. It examines the socio-economic risks of decarbonisation, identifies systemic coverage gaps, and highlights catalytic roles for philanthropic capital in capacity building, research, and policy alignment to ensure an inclusive transition.
Research
6 May 2026

Handbook: Harmonised framework for impact reporting for social bonds

International Capital Market Association
This handbook provides a harmonised framework for impact reporting on social bonds. It outlines core principles, recommendations, and sector-specific metrics for categories including affordable housing, essential services, and basic infrastructure. The document aims to enhance transparency and integrity in the social bond market through standardised reporting practices.
Research
18 June 2026

Profits and social impacts: Complements vs. tradeoffs for lenders in three countries

National Bureau of Economic Research (NBER)
This research examines the tradeoff between lender profits and social impact using machine learning across three countries. It demonstrates that algorithmic targeting significantly boosts profit margins in South Africa and the Philippines but may reduce financial inclusion for women and low-income borrowers unless balanced strategies are implemented.
Research
18 July 2026

Global report on food crises series

Food and Agriculture Organization (FAO) of the United Nations
The Global Report on Food Crises is an annual benchmark series tracking acute food insecurity, malnutrition and forced displacement in countries facing food crises. Produced by FAO, WFP and the Global Network Against Food Crises, it delivers consensus-based, multi-agency analysis to guide humanitarian and development decision-making globally.
Benchmark/series
23 April 2026

Interest rate caps, competition, and strategic borrowing: Evidence from Kenya

National Bureau of Economic Research (NBER)
This paper examines Kenya's 2016 interest rate regulation, which capped bank lending rates but exempted the digital platform M-Shwari. Using borrower-level administrative data and a structural model, the authors find that the M-Shwari carve-out preserved credit access for high-risk borrowers, while a uniform cap would have eliminated it entirely.
Research
6 May 2026

Biodiversity loss will decrease the future creditworthiness of nations

This study examines how biodiversity and ecosystem service loss affect sovereign creditworthiness across 23 countries. Using ecological-economic modelling, it finds that a partial ecosystem collapse could generate US$162 billion in additional annual debt servicing costs globally, highlighting that sovereign credit ratings are systematically underpricing nature-related financial risks.
Research
27 May 2026

Modeling ghost GDP: Macro-financial risk and diversified portfolios in the age of artificial intelligence, automation, and populism

The Predistribution Initiative
This PDI working paper stress-tests four AI-driven labour displacement scenarios against US macro-financial data, modelling cascading losses across household debt, corporate credit, equities, pensions, insurance, and fiscal channels. Total economy-wide value at risk ranges from approximately $15–18 trillion (Light) to $62–72 trillion (Aggressive). Predistributive mechanisms are proposed as structural solutions.
Research
8 June 2026

Child labour in Uganda: Trends and drivers, 2012–2021

International Labour Organisation (ILO)
This report analyses child labour trends in Uganda from 2012 to 2021, noting a decline in overall prevalence but highlighting persistent regional, gender, and age disparities. It examines underlying socio-economic drivers and outlines policy implications, recommending expanded social protection, educational access, and gender-responsive multisectoral interventions.
Research
1 May 2026

Built to adapt: Inclusive financial institutions in a changing climate

Consultative Group to Assist the Poor (CGAP)
This report explores how inclusive financial institutions can build climate resilience for themselves and their clients. It outlines strategies for risk assessment, innovative risk financing, and adapting product offerings. By adopting a mutually beneficial approach, providers can maintain their social mission while navigating intensifying climate impacts.
Research
24 April 2026
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