{"query_echo":{"q":"","filters":{"geography":["Kenya"]},"warnings":[]},"total":{"value":3058,"relation":"eq"},"page":29,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Kenya&page=29","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Kenya&page=30","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"napglob-000112","url":"https://climateinsightsdirectory.org/document/napglob-000112","title":"KENYA’S ADAPTATION COMMUNICATION TO THE UNITED NATIONS FRAMEWORK CONVENTION ON CLIMATE CHANGE","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://napglobalnetwork.org/wp-content/uploads/2025/12/Kenyas-Adcom-Report-v6-Jan-2025.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Kenya's 2024 Adaptation Communication details the nation's vulnerability to droughts, floods, and sea level rise, particularly in arid and semi-arid lands (ASALs). It outlines a comprehensive policy framework centered on the National Adaptation Plan (NAP) 2015-2030 and the National Climate Change Action Plan (NCCAP) 2023-2027, prioritizing food security, water management, and disaster risk reduction. The report estimates a financial requirement of USD 44 billion by 2030 to implement priority adaptation actions.","ai_generated":true,"unit":"napglob-000112#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Kenya faces significant climate hazards, including a mean annual temperature increase of 1.0°C since 1960 and projected further rises of 1.7°C by the 2050s. The country is also experiencing sea level rise along its coast at a rate of 3.6mm/year, which exceeds the global average of 3.4mm/year.","ai_generated":true,"unit":"napglob-000112#insight-1","date_modified":"2026-10-23"},{"text":"The agricultural sector, which accounts for approximately 20 percent of Kenya's GDP and employs over 40 percent of the total population, is highly vulnerable because it remains largely rainfed.","ai_generated":true,"unit":"napglob-000112#insight-2","date_modified":"2026-10-23"},{"text":"Climate change has caused severe socio-economic losses, with estimated annual losses over the past decade between 3 percent and 5 percent of GDP. Projections for 2021-2050 suggest these losses could rise to between 6.5 percent and 8.5 percent of GDP annually, approximately USD 11 billion.","ai_generated":true,"unit":"napglob-000112#insight-3","date_modified":"2026-10-23"},{"text":"Kenya has established a decentralized climate finance mechanism through the County Climate Change Fund (CCCF), which was operational in 45 of 47 counties by 2023. This is being scaled up via the Financing Locally-Led Climate Action (FLLoCA) programme (2021-2026).","ai_generated":true,"unit":"napglob-000112#insight-4","date_modified":"2026-10-23"},{"text":"The government is integrating traditional and indigenous knowledge into adaptation, such as collaborating with the Nganyi and Borana communities to prepare harmonised weather forecasts.","ai_generated":true,"unit":"napglob-000112#insight-5","date_modified":"2026-10-23"},{"text":"Kenya estimates that USD 44 billion is required to implement priority adaptation actions by 2030. The government expects to mobilize 13 percent of this from domestic sources, leaving the remainder to be covered by international support.","ai_generated":true,"unit":"napglob-000112#insight-6","date_modified":"2026-10-23"},{"text":"Gender inequality exacerbates climate vulnerability; women comprise 75 percent of the agricultural labour force but often lack ownership and control over productive assets, making them more vulnerable during floods and droughts.","ai_generated":true,"unit":"napglob-000112#insight-7","date_modified":"2026-10-23"},{"text":"The National Climate Change Action Plan (NCCAP) 2023-2027 identifies eight strategic priority areas for adaptation: disaster risk management; food and nutrition security; water, fisheries and the blue economy; forests, wildlife and tourism; health, sanitation and human settlements; manufacturing; energy and transport; and children and youth.","ai_generated":true,"unit":"napglob-000112#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","drought","flood","sea level rise","climate finance","Climate-smart agriculture","disaster risk reduction","blue economy","nature-based solutions","gender mainstreaming","traditional knowledge","Climate risk assessment","Community based adaptation","food security","water management"],"geography_discussed":["Horn of Africa","Indian Ocean"],"frame_perspective":[],"analysis_type":["policy assessment","vulnerability analysis","financial needs assessment"]},{"id":"napglob-000277","url":"https://climateinsightsdirectory.org/document/napglob-000277","title":"Learning for Adaptation 2023 PROGRESS AND LEARNING REPORT","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://napglobalnetwork.org/wp-content/uploads/2024/06/napgn-en-2023-progress-and-learning-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The NAP Global Network's 2023 report details its efforts to accelerate climate adaptation in developing countries through technical support, peer learning, and knowledge generation. Key achievements include supporting 41 countries with technical assistance, facilitating regional peer learning cohorts in Central America and West Africa, and advancing gender-responsive and monitoring, evaluation, and learning (MEL) frameworks. The Network is currently tracking progress toward its 2025 strategic targets, with significant success in expanding its Country Support Hub and In-Country NAP Support Programs.","ai_generated":true,"unit":"napglob-000277#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The NAP Global Network has significantly exceeded several of its 2025 strategic targets, specifically in national-level action. It has supported 22 In-Country NAP Support Programs (ICPs) since June 2020, surpassing the target of 3–5 per year, and processed 121 Country Support Hub (CSH) requests against a target of 75.","ai_generated":true,"unit":"napglob-000277#insight-1","date_modified":"2026-10-23"},{"text":"Technical support in 2023 focused heavily on two themes: monitoring, evaluation, and learning (MEL) and gender-responsive NAP processes. The Network provided MEL support to 16 countries, including Albania, Brazil, and Vietnam, and GESI (gender equality and social inclusion) support to CAR, Côte d’Ivoire, Haiti, Nigeria, and Senegal.","ai_generated":true,"unit":"napglob-000277#insight-2","date_modified":"2026-10-23"},{"text":"The Network identified three key lessons regarding MEL for NAPs: the need for stronger links between climate risk assessments and MEL systems, the criticality of integrating GESI considerations at the design stage, and the effectiveness of using a sectoral approach to pilot MEL systems before scaling up.","ai_generated":true,"unit":"napglob-000277#insight-3","date_modified":"2026-10-23"},{"text":"Peer learning activities resumed in person following COVID-19 restrictions, featuring a global forum on vertical integration in Kenya, a regional event on risk and vulnerability assessments in Senegal, and the launch of a three-year Central American Peer Learning Cohort.","ai_generated":true,"unit":"napglob-000277#insight-4","date_modified":"2026-10-23"},{"text":"The Network is increasingly focusing on the transition from planning to implementation, having already supported 12 countries in this phase, and is projecting to exceed its 2025 target of 15 countries.","ai_generated":true,"unit":"napglob-000277#insight-5","date_modified":"2026-10-23"},{"text":"In 2023, the Network adopted a new whole-of-Network MEL framework based on five principles: learning-focused M&E, simplicity, comprehensiveness, understanding the Network's contributions, and flexibility.","ai_generated":true,"unit":"napglob-000277#insight-6","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate change adaptation","Climate risk assessment","loss and damage","nature-based solutions","ecosystem-based adaptation","Private sector engagement","climate finance"],"geography_discussed":["Saint Lucia","Kenya","Senegal","Central America","Albania","Brazil","Central African Republic","Vietnam","Grenada"],"frame_perspective":[],"analysis_type":["progress report","learning report"]},{"id":"napglob-000291","url":"https://climateinsightsdirectory.org/document/napglob-000291","title":"Toolkit for Monitoring, Evaluation, and Learning for National Adaptation Plan Processes","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"guide","language":"en","date_published":"2024","source_url":"https://napglobalnetwork.org/wp-content/uploads/2024/05/napgn-en-2024-mel-toolkit-nap-processes.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The toolkit outlines a structured, phased approach to integrating MEL into national adaptation planning. It emphasizes the use of logic models, such as Theories of Change, to link adaptation actions to outcomes and impacts. The guide provides detailed methodologies for selecting SMART indicators, collecting diverse qualitative and quantitative data, and conducting evaluations that integrate climate risks. It specifically highlights the necessity of gender equality and social inclusion (GESI) and the importance of deliberate learning to enable adaptive management of climate risks.","ai_generated":true,"unit":"napglob-000291#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"MEL systems for NAP processes are designed to ensure adaptation strategies effectively achieve intended outcomes by monitoring progress, evaluating results, and fostering learning. They are intended to check if the correct path has been chosen, not just if the process is on track.","ai_generated":true,"unit":"napglob-000291#insight-1","date_modified":"2026-10-23"},{"text":"A global analysis as of January 31, 2024, shows that while 52% of submitted NAP documents include a MEL framework and 54% include indicators, a significant gap remains in practice, with over 60% of countries that adopted NAPs not actively tracking implementation.","ai_generated":true,"unit":"napglob-000291#insight-2","date_modified":"2026-10-23"},{"text":"The toolkit recommends a pragmatic, phased approach to MEL development—starting small and scaling up—to accommodate limited resources and capacity. Examples include establishing national systems before decentralizing, focusing on priority sectors first, targeting specific regions, or using time-bound stages.","ai_generated":true,"unit":"napglob-000291#insight-3","date_modified":"2026-10-23"},{"text":"Integrating Gender Equality and Social Inclusion (GESI) is critical to ensure adaptation benefits are equitably distributed and to address root causes of inequality. This requires disaggregated data (by gender, age, ability, etc.) and the involvement of GESI experts in the design and evaluation of the MEL system.","ai_generated":true,"unit":"napglob-000291#insight-4","date_modified":"2026-10-23"},{"text":"Logic models, specifically Theories of Change (ToC), are recommended to articulate how adaptation actions lead to outputs, outcomes, and long-term impacts. ToCs allow for the identification and testing of underlying assumptions, which is essential for adaptive management.","ai_generated":true,"unit":"napglob-000291#insight-5","date_modified":"2026-10-23"},{"text":"Adaptation indicators must be tailored to the specific national context and purpose, as no universal standard set exists. Effective indicators should be SMART (specific, measurable, attainable, relevant, and time-bound) and must have a demonstrated connection to climate risks.","ai_generated":true,"unit":"napglob-000291#insight-6","date_modified":"2026-10-23"},{"text":"Impact, Vulnerability, and Risk Assessments (IVRAs) should be linked to MEL systems to provide baseline information, track changes in climate risks over time, and inform the intervention logic of the NAP process.","ai_generated":true,"unit":"napglob-000291#insight-7","date_modified":"2026-10-23"},{"text":"Learning in NAP processes is defined as a collective and deliberate process of acquiring and disseminating knowledge to change attitudes and behaviors. It does not happen automatically and requires intentional planning of 'learning moments' throughout the adaptation cycle.","ai_generated":true,"unit":"napglob-000291#insight-8","date_modified":"2026-10-23"},{"text":"Evaluations of NAP processes should integrate climate risks to assess if actions will remain effective under future climate scenarios. The toolkit suggests using the six OECD DAC criteria—relevance, coherence, effectiveness, efficiency, impact, and sustainability—contextualized with a climate lens.","ai_generated":true,"unit":"napglob-000291#insight-9","date_modified":"2026-10-23"},{"text":"Experimental and quasi-experimental evaluation techniques (such as randomized control trials) are often unsuitable for climate adaptation because they emphasize individual benefits over collective gains, struggle with unpredictable non-linear climate shocks, and often fail to capture long-term impacts.","ai_generated":true,"unit":"napglob-000291#insight-10","date_modified":"2026-10-23"},{"text":"Effective reporting and communication of MEL findings are essential for transparency and accountability. The toolkit suggests using diverse channels—such as photo essays, radio, and traffic light systems—to reach different audiences, including local communities and decision-makers.","ai_generated":true,"unit":"napglob-000291#insight-11","date_modified":"2026-10-23"},{"text":"The UAE Framework for Global Climate Resilience (UAE FGCR) sets a voluntary target for all parties to have designed, established, and operationalized a MEL system for their national adaptation efforts by 2030.","ai_generated":true,"unit":"napglob-000291#insight-12","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","Climate risk assessment","climate finance","Paris Agreement","vulnerability assessment"],"geography_discussed":["Vietnam","Rwanda","Ghana","Peru","Uganda","Cameroon","Senegal","Saint Lucia","Kiribati","Tuvalu","Solomon Islands","Bolivia","Germany","Philippines","Benin","Fiji","Bangladesh","Cambodia","Grenada","Albania","Sri Lanka","Austria","Morocco","South Africa","Haiti","Zambia","Eswatini","Finland","Belgium","Kenya","Burkina Faso","United Kingdom"],"frame_perspective":[],"analysis_type":["guide","methodological framework"]},{"id":"napglob-000347","url":"https://climateinsightsdirectory.org/document/napglob-000347","title":"Caja de herramientas para el monitoreo, la evaluación y el aprendizaje de los procesos del Plan Nacional de Adaptación","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"guide","language":"es","date_published":"2024","source_url":"https://napglobalnetwork.org/wp-content/uploads/2025/07/napgn-es-2024-mel-toolkit-nap-processes.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines a structured approach to implementing MEL systems across the iterative cycle of National Adaptation Planning. It emphasizes the need for pragmatic, phased development tailored to national contexts, integrating gender equality and social inclusion (GESI), and utilizing both quantitative and qualitative data to foster adaptive management and transparency.","ai_generated":true,"unit":"napglob-000347#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A monitoring, evaluation, and learning (MEL) system is defined as a structured approach to track progress, assess results, and foster learning to ensure adaptation strategies achieve intended effects, helping countries verify if they are on the correct path.","ai_generated":true,"unit":"napglob-000347#insight-1","date_modified":"2026-10-23"},{"text":"The document recommends a pragmatic, phased approach to MEL development rather than a linear one, suggesting that countries 'start small, learn lessons and then improve over time' to accommodate resource and capacity constraints.","ai_generated":true,"unit":"napglob-000347#insight-2","date_modified":"2026-10-23"},{"text":"Effective MEL systems for NAP processes rely on six essential enabling factors: leadership, institutional arrangements, engagement, financing, skills and capacities, and knowledge, data, and communication.","ai_generated":true,"unit":"napglob-000347#insight-3","date_modified":"2026-10-23"},{"text":"Integration of Gender Equality and Social Inclusion (GESI) is fundamental to ensure that adaptation benefits are distributed equitably and that the specific vulnerabilities of marginalized groups are addressed.","ai_generated":true,"unit":"napglob-000347#insight-4","date_modified":"2026-10-23"},{"text":"The guide distinguishes between three levels of results for monitoring: outputs (tangible goods/services), outcomes (short-to-medium term changes in capacity or behavior), and impacts (long-term final effects).","ai_generated":true,"unit":"napglob-000347#insight-5","date_modified":"2026-10-23"},{"text":"Adaptation indicators should follow the SMART criteria (Specific, Measurable, Achievable, Relevant, and Time-bound) and must have a demonstrated connection to climate risks to be relevant.","ai_generated":true,"unit":"napglob-000347#insight-6","date_modified":"2026-10-23"},{"text":"The document argues that indicators alone are insufficient because they do not explain 'how' or 'why' change occurred; therefore, they must be combined with qualitative information and evaluations.","ai_generated":true,"unit":"napglob-000347#insight-7","date_modified":"2026-10-23"},{"text":"Learning in NAP processes is defined as a collective and intentional process of acquiring and diffusing knowledge that leads to changes in attitudes and behaviors, rather than an automatic result of M&E activities.","ai_generated":true,"unit":"napglob-000347#insight-8","date_modified":"2026-10-23"},{"text":"Impact, Vulnerability, and Risk Assessments (IVRAs) serve as critical baselines for MEL systems, allowing countries to track changes in risk and vulnerability over time.","ai_generated":true,"unit":"napglob-000347#insight-9","date_modified":"2026-10-23"},{"text":"The guide suggests using the OECD DAC criteria (relevance, coherence, effectiveness, efficiency, impact, and sustainability) but emphasizes that these must be contextualized to include climate risks and future scenarios.","ai_generated":true,"unit":"napglob-000347#insight-10","date_modified":"2026-10-23"},{"text":"Reporting on NAP progress is essential for transparency and accountability, and should be aligned with international frameworks such as the Paris Agreement's Biennial Transparency Reports (BTRs) and the UAE Framework for Global Climate Resilience (UAE FGCR).","ai_generated":true,"unit":"napglob-000347#insight-11","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","Climate risk assessment","climate finance","Paris Agreement","vulnerability assessment"],"geography_discussed":["Vietnam","Rwanda","Ghana","Peru","Senegal","Nepal","Austria","Morocco","Fiji","Haiti","Kiribati","Zambia","Eswatini","Finland","Albania","Kenya","Belgium","Grenada","Saint Lucia","Germany","Bolivia","Benin","Burkina Faso"],"frame_perspective":[],"analysis_type":["guide","framework"]},{"id":"natjust-000291","url":"https://climateinsightsdirectory.org/document/natjust-000291","title":"Strategy 2024-2028","publisher":{"name":"Natural Justice","organization":"natural-justice"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://naturaljustice.org/wp-content/uploads/2025/01/NJ_strategy_English-digital-2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Natural Justice's 2024-2028 strategy focuses on the legal empowerment of African communities to defend their rights against harmful extractive projects and climate impacts. The organisation employs a 'Litigation Plus' approach, combining strategic legal action with community-led research and policy influencing. Key priorities include securing land tenure, protecting traditional knowledge via the Nagoya Protocol, and promoting a just energy transition. The strategy is implemented through three main programmes: Standing with Communities, Defending Rights against Environmental and Social Impacts, and Affirming and Securing Rights to Lands, Resources and Knowledge.","ai_generated":true,"unit":"natjust-000291#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Natural Justice identifies a significant threat from the fossil fuel industry in Africa, noting that over 471 oil and gas projects are planned to start operations between 2024 and 2028, which may lead to mass displacement and ecosystem destruction.","ai_generated":true,"unit":"natjust-000291#insight-1","date_modified":"2026-10-23"},{"text":"The organisation utilizes a 'Litigation Plus' approach, which integrates strategic litigation with legal empowerment to help communities understand, use, and shape the law to defend their rights.","ai_generated":true,"unit":"natjust-000291#insight-2","date_modified":"2026-10-23"},{"text":"Natural Justice has successfully used the courts to stop harmful projects, including a 1050 MW coal power plant in Kenya due to a lack of climate change impact assessment and public participation, and Shell's seismic surveys on South Africa's East Coast.","ai_generated":true,"unit":"natjust-000291#insight-3","date_modified":"2026-10-23"},{"text":"The Nagoya Protocol on Access and Benefit-sharing is highlighted as a critical tool for ensuring fair sharing of benefits from genetic resources, exemplified by a 2019 agreement between the Khoikhoi and San and the South African rooibos industry.","ai_generated":true,"unit":"natjust-000291#insight-4","date_modified":"2026-10-23"},{"text":"The strategy emphasizes the role of Community Environmental Legal Officers (CELOs)—a network of community-based paralegals—in providing ongoing legal support and gathering evidence for negotiations and litigation.","ai_generated":true,"unit":"natjust-000291#insight-5","date_modified":"2026-10-23"},{"text":"The Just Energy Transition for Africa (JETA) initiative aims to ensure the shift to clean energy is equitable by empowering citizens to participate in energy decision-making and stop new fossil fuel projects.","ai_generated":true,"unit":"natjust-000291#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate justice","energy transition","land tenure","traditional knowledge","sustainable energy","energy justice"],"geography_discussed":["Kenya","South Africa","Senegal","Madagascar","Mozambique","Namibia","Nigeria","Somalia"],"frame_perspective":[],"analysis_type":["strategic plan"]},{"id":"natjust-000423","url":"https://climateinsightsdirectory.org/document/natjust-000423","title":"Stratégie 2024-2028","publisher":{"name":"Natural Justice","organization":"natural-justice"},"document_type":"report","language":"fr","date_published":"2024","source_url":"https://naturaljustice.org/wp-content/uploads/2025/01/NJ_strategy_French-digital.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Natural Justice's 2024-2028 strategy focuses on empowering African indigenous peoples and local communities to defend their land, resource, and human rights against environmental threats and extractive projects. The organization employs a 'litigation plus' approach, combining strategic legal action with community legal education and advocacy. Key priorities include fighting fossil fuel expansion, securing land tenure, and protecting traditional knowledge, with a specific emphasis on feminist leadership and the decolonization of environmental justice.","ai_generated":true,"unit":"natjust-000423#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Natural Justice identifies a significant threat from fossil fuel expansion in Africa, noting that over 471 oil and gas projects are scheduled to begin activities between 2024 and 2028, which may lead to forced displacements and ecosystem destruction.","ai_generated":true,"unit":"natjust-000423#insight-1","date_modified":"2026-10-23"},{"text":"The organization utilizes a 'litigation plus' approach, which integrates strategic litigation to stop harmful projects with legal empowerment to help communities understand and shape the law.","ai_generated":true,"unit":"natjust-000423#insight-2","date_modified":"2026-10-23"},{"text":"Natural Justice has achieved specific legal victories in Kenya and South Africa, including the 2019 cancellation of a 1050 MW coal power plant's environmental impact assessment in Kenya and the 2022 annulment of Shell's seismic survey rights on South Africa's east coast.","ai_generated":true,"unit":"natjust-000423#insight-3","date_modified":"2026-10-23"},{"text":"The strategy emphasizes the use of the 2014 Nagoya Protocol to ensure the fair and equitable sharing of benefits from genetic resources, citing a 2019 global agreement between the Khoikhoi and San peoples and the South African rooibos industry.","ai_generated":true,"unit":"natjust-000423#insight-4","date_modified":"2026-10-23"},{"text":"The organization operates through three interconnected programmatic pillars: supporting communities in legal empowerment, defending rights against environmental and social impacts (specifically targeting fossil fuels and land grabbing), and guaranteeing rights to land, resources, and traditional knowledge.","ai_generated":true,"unit":"natjust-000423#insight-5","date_modified":"2026-10-23"},{"text":"Natural Justice implements several specialized initiatives, including the African Environmental Defenders Network (AEDN) for protecting activists, the Environmental Lawyers Collective for Africa (ELCA), and the Just Energy Transition for Africa (JETA) to support a clean energy future.","ai_generated":true,"unit":"natjust-000423#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate justice","environmental law","indigenous rights","land tenure","fossil fuel","energy transition","biodiversity","traditional knowledge","extractive industry"],"geography_discussed":["Kenya","South Africa","Senegal","Madagascar","Mozambique","Namibia","Nigeria","Somalia"],"frame_perspective":[],"analysis_type":["strategic plan"]},{"id":"prio-001672","url":"https://climateinsightsdirectory.org/document/prio-001672","title":"Digital Transformations, Inclusion and Confidentiality in Peace Mediation","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"policy brief","language":"en","date_published":"2024","source_url":"https://cdn.cloud.prio.org/files/13be50bd-d73f-495f-85d2-9c1f7e276724/PRIO Policy Brief 19 2024.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the role of digital technologies in peace mediation, focusing on how non-governmental Peace Facilitation Organizations (PFOs) integrate 'PeaceTech' and manage digital conflict. It explores the tension between the need for confidentiality in high-level negotiations and the potential for digital tools to increase transparency and inclusion in community-level dialogues. While acknowledging that digital platforms can reach new demographics, the authors argue that technology is not a guarantee of equitable representation and should complement rather than replace traditional mediation.","ai_generated":true,"unit":"prio-001672#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Peace Facilitation Organizations (PFOs) are adopting two main digital strategies: using digital tools as platforms for mediation and inclusion, and managing digital conflict drivers such as social media polarization.","ai_generated":true,"unit":"prio-001672#insight-1","date_modified":"2026-10-23"},{"text":"Specific 'PeaceTech' tools are being used to enhance mediation; for example, CMI's INCLUS software was used in Yemen to visualize points of agreement and disagreement among stakeholders via scatter plots.","ai_generated":true,"unit":"prio-001672#insight-2","date_modified":"2026-10-23"},{"text":"PFOs are actively addressing digital conflict through methods like the 'Redirect Method' by Moonshot, Ushahidi's monitoring of violence in Kenya, and the Centre for Humanitarian Dialogue's (HD) 'social media peace agreement' in Nigeria.","ai_generated":true,"unit":"prio-001672#insight-3","date_modified":"2026-10-23"},{"text":"Digitalization complicates confidentiality in high-stakes negotiations by making it harder for participants to hide their locations and increasing the risk of instant leaks of documents and photos.","ai_generated":true,"unit":"prio-001672#insight-4","date_modified":"2026-10-23"},{"text":"While confidentiality is vital in early stages, digital tools can be used in later stages to maintain narrative control and transparency, as seen during the 2018 Libyan National Conference via a public interactive website.","ai_generated":true,"unit":"prio-001672#insight-5","date_modified":"2026-10-23"},{"text":"Digital platforms can expand inclusion by reaching hard-to-access areas or new demographics, but they do not automatically ensure equitable representation or a full understanding of the platform by participants.","ai_generated":true,"unit":"prio-001672#insight-6","date_modified":"2026-10-23"},{"text":"The use of digital tools introduces significant security risks for PFOs; in one reported instance, a PFO faced government surveillance, including tapped phones, followed employees, and a stolen computer.","ai_generated":true,"unit":"prio-001672#insight-7","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Yemen","Kenya","Nigeria","Libya","Philippines","Switzerland","Finland"],"frame_perspective":[],"analysis_type":["policy brief","case study analysis"]},{"id":"seforall-000244","url":"https://climateinsightsdirectory.org/document/seforall-000244","title":"High-Level 2024 Results Narrative","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://www.seforall.org/publications/annual-monitoring-review-2024/high-level-2024-results-narrative","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"SEforALL reports significant progress in 2024, including the mobilization of USD 1.4 trillion in commitments through Energy Compacts and the facilitation of a USD 2 billion commitment for Mission 300 in Nigeria. The organization expanded electricity access for 48 million people in 2024 and advanced national energy policies in Kenya, Ghana, and Sierra Leone, while promoting sustainable cooling and clean cooking initiatives.","ai_generated":true,"unit":"seforall-000244#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Energy Compacts process has seen 209 proponents make commitments since 2021, totaling USD 1.4 trillion as of 2024. Between 2021 and 2024, USD 201 billion was deployed, with the private sector providing more than 68% of the disbursed finance. These efforts have improved electricity access for 177 million people cumulatively, with 48 million connected in 2024 alone, and clean cooking access for 23 million people.","ai_generated":true,"unit":"seforall-000244#insight-1","date_modified":"2026-10-23"},{"text":"SEforALL is supporting the Mission 300 (M300) initiative as the Secretariat of the M300 Joint Working Group. It is currently assisting six countries—Ghana, Madagascar, Nigeria, Sierra Leone, Tanzania, and Zambia—in establishing Energy Compacts pathways. Additionally, 12 countries were supported in shaping National Energy Compacts via the M300 Compact Working Group, including Chad, Cote d’Ivoire, Democratic Republic of Congo, Liberia, Malawi, Mauritania, Niger, and Senegal.","ai_generated":true,"unit":"seforall-000244#insight-2","date_modified":"2026-10-23"},{"text":"In Nigeria, SEforALL facilitated a USD 2 billion commitment for Mission 300 through partnerships with the Rural Electrification Agency (REA), Nigeria Sovereign Investment Authority (NSIA)/Renewables Investment Platform For Limitless Energy (RIPLE), and InfraCredit. The organization also developed the Nigeria ETIP 2.0 and contributed to the Federal Executive Council's approval of the National Clean Cooking Policy.","ai_generated":true,"unit":"seforall-000244#insight-3","date_modified":"2026-10-23"},{"text":"SEforALL advanced several national energy strategies in East and West Africa: Sierra Leone launched an Energy Transition and Green Growth Plan targeting 100% electrification by 2040; Kenya developed a National Cooking Transition Strategy 2024–2028 aiming for universal clean cooking access by 2028 and updated its National Energy Policy 2025-2034; and Ghana developed a National Cooling Action Plan and integrated cooling into its Nationally Determined Contributions (NDCs).","ai_generated":true,"unit":"seforall-000244#insight-4","date_modified":"2026-10-23"},{"text":"The Universal Energy Facility verified 12,461 new or improved electricity connections, benefiting over 57,000 people and 3,800 businesses and institutions. This included 9,138 mini-grid connections in Madagascar and Sierra Leone and 3,323 stand-alone solar for productive use (SSPU) connections in Nigeria. These installations included 5 MWp of PV capacity and 15.2 MWh of storage, avoiding approximately 4,900 tons of CO2 emissions annually.","ai_generated":true,"unit":"seforall-000244#insight-5","date_modified":"2026-10-23"}],"climate_tags":["clean cooking","just transition","energy storage","energy infrastructure","Mini-grids","energy efficiency","renewable energy","Nationally Determined Contributions"],"geography_discussed":["Brazil","Africa","Ghana","Madagascar","Nigeria","Sierra Leone","Tanzania","Zambia","Kenya","Chad","Ivory Coast","Democratic Republic of the Congo","Liberia","Malawi","Mauritania","Niger","Senegal"],"frame_perspective":[],"analysis_type":["results narrative","performance report"]},{"id":"seforall-000348","url":"https://climateinsightsdirectory.org/document/seforall-000348","title":"ENERGIZING FINANCE REPORT 2024","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://www.seforall.org/system/files/2024-11/seforall-report-ef-2024.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report reveals a decline in international public finance for energy access, with electricity commitments peaking in 2018 and clean cooking funding showing extreme volatility. Significant regional and developmental disparities exist, with a heavy concentration of funds in a few countries like India, China, and Bangladesh, and a predominance of debt-based financing over grants. Case studies of Bangladesh and Kenya highlight that while both achieved significant access gains through concerted policy and financial efforts, they face ongoing challenges with system inefficiency and affordability.","ai_generated":true,"unit":"seforall-000348#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"International public finance commitments to the electricity sector peaked in 2018 and have not returned to those levels, with 2022 marking the largest decline in eight years.","ai_generated":true,"unit":"seforall-000348#insight-1","date_modified":"2026-10-23"},{"text":"There are strong regional disparities in electricity finance; between 2014 and 2022, five Asian countries received 1.8 times more ODA commitments than 15 tracked Sub-Saharan African countries.","ai_generated":true,"unit":"seforall-000348#insight-2","date_modified":"2026-10-23"},{"text":"Electricity financing is heavily skewed toward low- and middle-income countries (LMICs) over least developed countries (LDCs), with five LMICs receiving 55% of total cumulative commitments compared to 45% for 15 LDCs.","ai_generated":true,"unit":"seforall-000348#insight-3","date_modified":"2026-10-23"},{"text":"Debt financing, specifically ODA loans and non-export credits, is the primary instrument for electricity, while grants and equity investments account for only 10% of commitments.","ai_generated":true,"unit":"seforall-000348#insight-4","date_modified":"2026-10-23"},{"text":"Mini-grid investments are highly concentrated, with the top five countries receiving 79% of total commitments; India alone accounted for 51% of the total for all 20 tracked countries.","ai_generated":true,"unit":"seforall-000348#insight-5","date_modified":"2026-10-23"},{"text":"Clean cooking commitments are highly volatile, peaking at USD 309 million in 2020 before dropping sharply to USD 27 million in 2022.","ai_generated":true,"unit":"seforall-000348#insight-6","date_modified":"2026-10-23"},{"text":"Clean cooking finance is dominated by China, which attracted 60% of all commitments between 2014 and 2022, largely due to a single LPG programme.","ai_generated":true,"unit":"seforall-000348#insight-7","date_modified":"2026-10-23"},{"text":"LPG fuels and distribution dominate clean cooking investments, accounting for 74% of total funding, while market support activities received only 1%.","ai_generated":true,"unit":"seforall-000348#insight-8","date_modified":"2026-10-23"},{"text":"Multilateral Development Finance Institutions (DFIs) are the primary source of clean cooking finance, providing 87% of cumulative commitments.","ai_generated":true,"unit":"seforall-000348#insight-9","date_modified":"2026-10-23"},{"text":"Bangladesh and Kenya both significantly increased electricity access since 2000 through a combination of political will, dedicated rural electrification entities, and grid fortification, though both still suffer from high system-level inefficiency.","ai_generated":true,"unit":"seforall-000348#insight-10","date_modified":"2026-10-23"}],"climate_tags":["clean cooking","renewable energy","Mini-grids","climate finance","energy transition","energy efficiency","geothermal energy","wind energy","photovoltaics"],"geography_discussed":["Bangladesh","India","Pakistan","People's Republic of China","Kenya","Nigeria","Mozambique"],"frame_perspective":[],"analysis_type":["financial analysis","policy review","case study"]},{"id":"seforall-000350","url":"https://climateinsightsdirectory.org/document/seforall-000350","title":"SEforALL Strategic Plan for 2024\u00132026","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://www.seforall.org/system/files/2023-09/seforall-strategic-plan-2024-2026.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"SEforALL's 2024–2026 Strategic Plan focuses on achieving SDG7 and the Paris Agreement goals by operating at the nexus of energy, climate, and development. The strategy is built on three pillars: global advocacy to drive political and financial commitments, the development of scalable solutions and platforms to address systemic bottlenecks, and tailored in-country support to build national capacity. Cross-cutting priorities include clean cooking, gender and youth empowerment, and data intelligence. The organization estimates a total budgetary need of approximately USD 132 million over the three-year period, with annual resource needs growing by 20% to over USD 48 million.","ai_generated":true,"unit":"seforall-000350#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The global community is currently failing to meet Sustainable Development Goal 7 and the Paris Agreement targets. The UNFCCC estimates the world is on track for approximately 2.7°C of warming by the end of the century, while the WMO indicates a likelihood that temperatures will temporarily exceed the 1.5°C threshold within the next 2-3 years.","ai_generated":true,"unit":"seforall-000350#insight-1","date_modified":"2026-10-23"},{"text":"Addressing energy poverty is linked to significant economic and social gains, including a potential USD 5 trillion addition to the economies of low-income countries. However, meeting the 2,000TWh of new annual generation required to alleviate global energy poverty using coal would increase global carbon emissions from electricity generation by 20% yearly.","ai_generated":true,"unit":"seforall-000350#insight-2","date_modified":"2026-10-23"},{"text":"A 'Just and Equitable Energy Transition' is hindered by several systemic challenges: insufficient international political will in access-deficit countries, inadequate national planning, limited scale of clean energy technologies, and a lack of capital mobilization. Specifically, clean energy investments in low- and middle-income countries must triple to approximately USD 2.5 trillion by 2030 to meet demand and net-zero targets.","ai_generated":true,"unit":"seforall-000350#insight-3","date_modified":"2026-10-23"},{"text":"SEforALL's strategy is organized into three mutually reinforcing pillars: Global Advocacy to drive financial and political commitments (including through UN-Energy and Energy Compacts); Scalable Solutions and Platforms to address regional bottlenecks (such as the Africa Carbon Markets Initiative and the Renewable Energy Manufacturing Initiative); and Tailored Country Support to provide specific tools like Energy Transition and Investment Plans (ETIPs) and Energy Transition Offices.","ai_generated":true,"unit":"seforall-000350#insight-4","date_modified":"2026-10-23"},{"text":"The organization identifies Sub-Saharan Africa, South Asia, East Asia, and Small Island Developing States as regions where constraints in capacity, data, expertise, and financing are especially pronounced, necessitating tailored support.","ai_generated":true,"unit":"seforall-000350#insight-5","date_modified":"2026-10-23"},{"text":"SEforALL's financial requirements for the 2024–2026 period total approximately USD 132 million. Annual resource needs are projected to increase by 20%, rising from approximately USD 40 million to over USD 48 million.","ai_generated":true,"unit":"seforall-000350#insight-6","date_modified":"2026-10-23"}],"climate_tags":["Paris Agreement","energy poverty","carbon neutrality","renewable energy","energy efficiency","climate finance","clean cooking","carbon emission trading","Mini-grids"],"geography_discussed":["sub-Saharan Africa","South Asia","East Asia","Barbados","Kenya","Sierra Leone","Madagascar"],"frame_perspective":[],"analysis_type":["strategic plan"]},{"id":"seforall-000368","url":"https://climateinsightsdirectory.org/document/seforall-000368","title":"STATE OF THE GLOBAL MINI-GRIDS MARKET 2024","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://www.seforall.org/system/files/2024-08/SOTM%20Report%202024_EN_vFc.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The global mini-grid market has seen significant growth, with installations in 2024 projected to be six times higher than in 2018. There is a clear transition from diesel to solar PV, with solar's share of installed capacity rising from 14% in 2018 to 59% in 2024. While funding has increased—with total committed funding for ongoing programmes exceeding USD 3.1 billion—a significant financing gap remains, particularly in sub-Saharan Africa. The sector is shifting toward Productive Use of Energy (PUE) business models and innovative technologies like mesh grids and lithium-ion batteries to improve financial viability. However, the report notes that regulatory implementation often lags behind formal policy, and there is a critical need for standardized reporting and better data sharing to attract private investment.","ai_generated":true,"unit":"seforall-000368#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Mini-grid installations have grown substantially, with 2024 projections indicating they are \"over six times higher compared with 2018\".","ai_generated":true,"unit":"seforall-000368#insight-1","date_modified":"2026-10-23"},{"text":"The energy mix of mini-grids is shifting rapidly toward renewables; the share of solar PV systems increased from 14% in 2018 to 59% in 2024, while diesel capacity fell from 42% to 29% in the same period.","ai_generated":true,"unit":"seforall-000368#insight-2","date_modified":"2026-10-23"},{"text":"Total committed funding for ongoing mini-grid programmes exceeds USD 3.1 billion across 377 programmes, with the majority directed toward African countries.","ai_generated":true,"unit":"seforall-000368#insight-3","date_modified":"2026-10-23"},{"text":"Private investment in the sector grew sixfold in seven years, rising from less than USD 100 million in 2015 to nearly USD 600 million in 2022.","ai_generated":true,"unit":"seforall-000368#insight-4","date_modified":"2026-10-23"},{"text":"The levelised cost of electricity (LCOE) for best-in-class mini-grids decreased by approximately 31%, falling from USD 0.55 per kWh in 2018 to USD 0.38 per kWh in 2021.","ai_generated":true,"unit":"seforall-000368#insight-5","date_modified":"2026-10-23"},{"text":"Average capital expenditure (capex) per mini-grid connection dropped 43% between 2020 and 2024, from USD 1,250 to USD 707.","ai_generated":true,"unit":"seforall-000368#insight-6","date_modified":"2026-10-23"},{"text":"Operational expenditure (opex) costs per kW have declined from approximately USD 250/kW in 2019 to USD 80/kW by 2024, partly due to remote monitoring technologies that can reduce O&M expenses by at least 15%.","ai_generated":true,"unit":"seforall-000368#insight-7","date_modified":"2026-10-23"},{"text":"Lithium-ion batteries are increasingly preferred over lead-acid due to lower costs (USD 123/kWh vs USD 200-220/kWh in 2021) and better performance, with prices potentially reaching USD 75/kWh by 2030.","ai_generated":true,"unit":"seforall-000368#insight-8","date_modified":"2026-10-23"},{"text":"Business models are evolving from simple energy supply to 'business acceleration' and 'supplier-offtaker' models that proactively foster Productive Use of Energy (PUE) to increase demand and profitability.","ai_generated":true,"unit":"seforall-000368#insight-9","date_modified":"2026-10-23"},{"text":"Mesh grids are emerging as a cost-effective solution for low-density areas, with distribution costs approximately 75% lower than traditional mini-grids.","ai_generated":true,"unit":"seforall-000368#insight-10","date_modified":"2026-10-23"},{"text":"There is a significant gap between formal regulatory frameworks and their actual implementation, as seen in Tanzania where a high RISE score was undermined by a sudden ministerial directive on tariffs.","ai_generated":true,"unit":"seforall-000368#insight-11","date_modified":"2026-10-23"},{"text":"The sector is exploring 'undergrid' mini-grids to provide reliable power in areas already connected to a main grid that suffers from poor service quality.","ai_generated":true,"unit":"seforall-000368#insight-12","date_modified":"2026-10-23"},{"text":"Results-based financing (RBF) remains a primary funding modality, but developers face 'stop-and-go' issues due to strict timelines, leading to the creation of cross-funder instruments like the Universal Energy Facility (UEF).","ai_generated":true,"unit":"seforall-000368#insight-13","date_modified":"2026-10-23"},{"text":"Local currency financing is critically limited; only a few funders, such as CrossBoundary Access and UNDP, provide it for the majority of their programmes, leaving many projects exposed to foreign exchange risk.","ai_generated":true,"unit":"seforall-000368#insight-14","date_modified":"2026-10-23"}],"climate_tags":["Mini-grids","photovoltaics","climate finance","Blended Finance","energy access"],"geography_discussed":["sub-Saharan Africa","Nigeria","India","Kenya","Sierra Leone","Ethiopia","Tanzania","Zambia","Angola","Haiti","Bangladesh","Uganda","Benin","Rwanda","Mali","Malaysia","São Tomé and Príncipe"],"frame_perspective":[],"analysis_type":["market analysis","policy assessment","economic analysis","technological review"]},{"id":"seforall-000369","url":"https://climateinsightsdirectory.org/document/seforall-000369","title":"ÉTAT DU MARCHÉ MONDIAL DES MINI-RÉSEAUX 2024","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"fr","date_published":"2024","source_url":"https://www.seforall.org/system/files/2024-08/SOTM%20Report%202024_FR_vFc%20%281%29.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2024 State of the Global Mini-Grids Market report highlights a significant expansion of the sector, with installations increasing six-fold since 2018. It documents a transition from diesel-heavy systems to solar photovoltaic (PV) and lithium-ion battery storage, driven by a 90% drop in solar panel costs over the last decade. The report emphasizes the shift toward Productive Use of Energy (PUE) to ensure financial viability and the emergence of innovative models like mesh grids for low-density areas. While total committed funding has exceeded 3.1 billion USD, the report identifies a persistent financing gap and slow disbursement rates, averaging 57% as of March 2024. It recommends the adoption of integrated energy planning, standardized regulatory tools, and a greater focus on local developers to achieve universal electricity access by 2030.","ai_generated":true,"unit":"seforall-000369#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global mini-grid installations have grown substantially, with 2024 projections indicating they are \"six fois plus nombreuses qu'en 2018\".","ai_generated":true,"unit":"seforall-000369#insight-1","date_modified":"2026-10-23"},{"text":"There has been a significant shift in energy sources between 2018 and 2024, with the share of diesel capacity falling from 42% to 29%, while solar PV capacity rose from 14% to 59%.","ai_generated":true,"unit":"seforall-000369#insight-2","date_modified":"2026-10-23"},{"text":"The Levelised Cost of Electricity (LCOE) for high-performing mini-grids decreased by 31%, dropping from 0.55 USD per kWh in 2018 to 0.38 USD per kWh in 2021.","ai_generated":true,"unit":"seforall-000369#insight-3","date_modified":"2026-10-23"},{"text":"Investment costs per connection have fallen by 43% between 2020 and 2024, decreasing from 1,250 USD to 707 USD.","ai_generated":true,"unit":"seforall-000369#insight-4","date_modified":"2026-10-23"},{"text":"Total committed funds for ongoing programs exceed 3.1 billion USD across 377 programs, with the majority of investment directed toward African countries.","ai_generated":true,"unit":"seforall-000369#insight-5","date_modified":"2026-10-23"},{"text":"Disbursement rates for committed funds remain a challenge, with 57% of committed funds disbursed as of March 2024.","ai_generated":true,"unit":"seforall-000369#insight-6","date_modified":"2026-10-23"},{"text":"Solar PV panel prices have decreased by approximately 90% over the last decade, contributing to the increased financial viability of mini-grids.","ai_generated":true,"unit":"seforall-000369#insight-7","date_modified":"2026-10-23"},{"text":"Lithium-ion batteries are increasingly preferred over lead-acid due to lower costs (averaging 123 USD/kWh in 2021 vs 200-220 USD/kWh for lead-acid) and longer lifespans.","ai_generated":true,"unit":"seforall-000369#insight-8","date_modified":"2026-10-23"},{"text":"Remote monitoring and control technologies have reduced operational and maintenance (O&M) costs by at least 15%.","ai_generated":true,"unit":"seforall-000369#insight-9","date_modified":"2026-10-23"},{"text":"The sector is moving toward Productive Use of Energy (PUE) models to improve financial viability, transitioning from simple energy supply to 'business acceleration' and 'supplier-offtaker' models.","ai_generated":true,"unit":"seforall-000369#insight-10","date_modified":"2026-10-23"},{"text":"Mesh grids are emerging as a cost-effective solution for low-density areas, reducing distribution costs by approximately 75% compared to traditional mini-grids.","ai_generated":true,"unit":"seforall-000369#insight-11","date_modified":"2026-10-23"},{"text":"Regulatory frameworks in Nigeria, Angola, Ethiopia, Kenya, and Zambia have shown notable progress in creating a favorable environment for private sector participation.","ai_generated":true,"unit":"seforall-000369#insight-12","date_modified":"2026-10-23"},{"text":"The use of Bitcoin mining as a 'last resort' buyer for excess energy is an innovative model to generate stable revenue streams during early operational phases.","ai_generated":true,"unit":"seforall-000369#insight-13","date_modified":"2026-10-23"},{"text":"Climate finance mechanisms, such as Distributed Renewable Energy Credits (D-REC) and Peace Renewable Energy Credits (P-REC), are being explored to strengthen revenue flows.","ai_generated":true,"unit":"seforall-000369#insight-14","date_modified":"2026-10-23"}],"climate_tags":["Mini-grids","photovoltaics","climate finance","energy access","energy transition","Blended Finance","greenhouse gas emissions reduction"],"geography_discussed":["sub-Saharan Africa","Nigeria","Angola","Ethiopia","Kenya","Zambia","Sierra Leone","Tanzania","Haiti","Uganda","Benin","Rwanda","Mali","Malaysia","São Tomé and Príncipe"],"frame_perspective":[],"analysis_type":["market assessment","economic analysis","regulatory review","technological trend analysis"]},{"id":"seforall-000370","url":"https://climateinsightsdirectory.org/document/seforall-000370","title":"ESTADO DO MERCADO GLOBAL DE MINI-REDES 2024","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"pt","date_published":"2024","source_url":"https://www.seforall.org/system/files/2024-08/SOTM%20Report%202024_PT_vF%201c.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2024 Global State of the Mini-Grid Market report highlights a significant expansion in mini-grid installations, with a marked shift from diesel to solar photovoltaic (PV) capacity. It identifies a substantial funding gap despite an increase in total authorized funding to over 3.1 billion USD. The document emphasizes the transition toward integrated energy planning, the importance of Productive Use of Energy (PUE) for financial viability, and the role of digital tools in reducing operational and development costs. It provides detailed case studies on Sierra Leone, India, and Kenya to illustrate diverse regulatory and economic approaches.","ai_generated":true,"unit":"seforall-000370#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There has been a major shift in energy sources for mini-grids between 2018 and 2024: the share of diesel capacity fell from 42% to 29%, while solar PV capacity rose from 14% to 59%.","ai_generated":true,"unit":"seforall-000370#insight-1","date_modified":"2026-10-23"},{"text":"Total authorized funding for ongoing mini-grid programs exceeds 3.1 billion USD across 377 programs, with African countries receiving the majority of this investment.","ai_generated":true,"unit":"seforall-000370#insight-2","date_modified":"2026-10-23"},{"text":"Private investment in the sector increased six-fold over seven years, growing from less than 100 million USD in 2015 to nearly 600 million USD in 2022.","ai_generated":true,"unit":"seforall-000370#insight-3","date_modified":"2026-10-23"},{"text":"The Levelized Cost of Energy (LCOE) for best-in-class mini-grids decreased by approximately 31%, falling from 0.55 USD per kWh in 2018 to 0.38 USD per kWh in 2021.","ai_generated":true,"unit":"seforall-000370#insight-4","date_modified":"2026-10-23"},{"text":"Average capital expenditures (CAPEX) per mini-grid connection dropped 43% from 1,250 USD in 2020 to 707 USD in 2024.","ai_generated":true,"unit":"seforall-000370#insight-5","date_modified":"2026-10-23"},{"text":"Operational costs have declined significantly, with the cost per customer per month decreasing from a range of 2.50-6.00 USD in 2020 to 1.00-4.00 USD in 2022.","ai_generated":true,"unit":"seforall-000370#insight-6","date_modified":"2026-10-23"},{"text":"The cost of solar PV panels has decreased by approximately 90% over the last decade.","ai_generated":true,"unit":"seforall-000370#insight-7","date_modified":"2026-10-23"},{"text":"Lithium-ion batteries are increasingly preferred over lead-acid due to lower costs and better performance; their average cost was approximately 123 USD/kWh in 2021, with projections to reach 75 USD/kWh by 2030.","ai_generated":true,"unit":"seforall-000370#insight-8","date_modified":"2026-10-23"},{"text":"Remote monitoring and control technologies are estimated to reduce operation and maintenance (O&M) expenses by at least 15%.","ai_generated":true,"unit":"seforall-000370#insight-9","date_modified":"2026-10-23"},{"text":"Productive Use of Energy (PUE) is critical for financial viability; for example, in Kenya, the top 10% of customers who are productive users generate five times more revenue than the other 90%.","ai_generated":true,"unit":"seforall-000370#insight-10","date_modified":"2026-10-23"},{"text":"Innovative business models are emerging to handle excess energy, such as the use of renewable mini-grid surplus for bitcoin mining to create stable revenue streams.","ai_generated":true,"unit":"seforall-000370#insight-11","date_modified":"2026-10-23"},{"text":"Mesh grids are being deployed as a cost-effective solution for low-density areas, with distribution costs approximately 75% lower than traditional mini-grids.","ai_generated":true,"unit":"seforall-000370#insight-12","date_modified":"2026-10-23"},{"text":"The report identifies a persistent funding gap and notes that the disbursement rate for authorized funds was 57% as of March 2024.","ai_generated":true,"unit":"seforall-000370#insight-13","date_modified":"2026-10-23"},{"text":"In Sierra Leone, the national electrification rate is 27%, but only 5% in rural areas.","ai_generated":true,"unit":"seforall-000370#insight-14","date_modified":"2026-10-23"},{"text":"India has achieved near-universal electrification, though reliability remains a challenge, with some rural areas experiencing frequent daily power cuts.","ai_generated":true,"unit":"seforall-000370#insight-15","date_modified":"2026-10-23"}],"climate_tags":["Mini-grids","photovoltaics","energy transition","energy access","climate finance","Levelized cost of energy","energy poverty","Sustainable Development Goals"],"geography_discussed":["sub-Saharan Africa","Nigeria","Angola","Ethiopia","Kenya","Zambia","Sierra Leone","India","Haiti","Tanzania","Cameroon","Bangladesh","Philippines","United States","Pakistan","Liberia","Uganda","Benin","Malaysia","São Tomé and Príncipe","Mali","Rwanda"],"frame_perspective":[],"analysis_type":["market analysis","policy review","economic assessment","technological trend analysis"]},{"id":"wri-001293","url":"https://climateinsightsdirectory.org/document/wri-001293","title":"Standing Together for Environmental Defenders","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"fact sheet","language":"en","date_published":"2024","source_url":"https://files.wri.org/d8/s3fs-public/2024-03/environmental-defenders-en.pdf?VersionId=30kvhYoPP0Njpl75.Ry..2qBbx9UIeUQ","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The STAND Initiative addresses the security risks faced by grassroots environmental defenders (GEDs), such as criminalization and physical attacks, which are often driven by poor enforcement of human rights and environmental laws. The initiative provides capacity building, a small grant fund, and collaborative partnerships to enhance advocacy skills and protection measures in Brazil, Guatemala, Mexico, Democratic Republic of the Congo, Kenya, and Liberia.","ai_generated":true,"unit":"wri-001293#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Grassroots Environmental Defenders (GEDs) face severe security risks, including physical attacks, killings, criminalization, and smear campaigns, particularly in regions dependent on large-scale infrastructure and natural resource extraction.","ai_generated":true,"unit":"wri-001293#insight-1","date_modified":"2026-10-23"},{"text":"The root causes of attacks on GEDs include inadequate recognition of their rights by the private sector and States, as well as the poor enforcement of environmental protection and human rights laws.","ai_generated":true,"unit":"wri-001293#insight-2","date_modified":"2026-10-23"},{"text":"The STAND Initiative employs a three-part strategy to support GEDs: cocreated training programs for advocacy and security, the Defender Small Grant Fund (DSGF) for evidence-based advocacy and protection, and collaborative partnerships to strengthen local and international solidarity networks.","ai_generated":true,"unit":"wri-001293#insight-3","date_modified":"2026-10-23"}],"climate_tags":["environmental governance","human rights","climate change","environmental impact assessment"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["program description"]},{"id":"wri-001294","url":"https://climateinsightsdirectory.org/document/wri-001294","title":"Solidarité pour les Défenseurs de l’Environnement","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"fact sheet","language":"fr","date_published":"2024","source_url":"https://files.wri.org/d8/s3fs-public/2024-03/environmental-defenders-fr.pdf?VersionId=nSeBfbtig.Yr128i6gS7PjeELNB1RDM2","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed"],"summary":{"text":"The Solidarity for Environmental Defenders (STAND) initiative, a partnership between the World Resources Institute (WRI) and the Alliance for Land, Indigenous, and Environmental Defenders (ALLIED), provides support to local environmental defenders (LEDs) who face threats, criminalization, and violence. The initiative focuses on capacity building, financial support through a Small Grants Fund for Defenders, and the creation of collaborative partnerships to improve legal accountability and security for defenders in countries with weak governance or high extractive activity. The program operates in Brazil, Guatemala, Mexico, the Democratic Republic of the Congo, Kenya, and Liberia.","ai_generated":true,"unit":"wri-001294#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Local environmental defenders (LEDs) face severe security risks, including criminalization, physical attacks, and murder, particularly in regions dependent on large-scale infrastructure or extractive resource exploitation.","ai_generated":true,"unit":"wri-001294#insight-1","date_modified":"2026-10-23"},{"text":"The root causes of attacks against environmental defenders include corruption, the failure to apply environmental protection laws, and a lack of recognition of their rights by private sector and government institutions.","ai_generated":true,"unit":"wri-001294#insight-2","date_modified":"2026-10-23"},{"text":"The STAND initiative implements a three-pronged strategy to support defenders: providing co-created training on advocacy and legal accountability, offering small grants for evidence-based advocacy, and establishing collaborative partnerships to strengthen solidarity networks.","ai_generated":true,"unit":"wri-001294#insight-3","date_modified":"2026-10-23"}],"climate_tags":["environmental justice","extractive industry","environmental law","forestry","climate change","environmental impact assessment"],"geography_discussed":["United States"],"frame_perspective":[],"analysis_type":[]},{"id":"wri-001295","url":"https://climateinsightsdirectory.org/document/wri-001295","title":"Juntos pelos Defensores Ambientais","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"fact sheet","language":"pt","date_published":"2024","source_url":"https://files.wri.org/d8/s3fs-public/2024-03/environmental-defenders-por.pdf?VersionId=CAxneHrTxkmnaIrotipU9GDHD8UX5I0i","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Standing Together for Environmental Defenders (STAND) initiative, led by the World Resources Institute (WRI) and the Alliance for Land, Indigenous, and Environmental Defenders (ALLIED), addresses the security risks faced by grassroots environmental defenders (GEDs). These defenders often face criminalization, physical attacks, and murder, particularly in regions dependent on natural resource extraction. STAND implements a strategy based on co-created training in advocacy and legal accountability, the Defender Small Grant Fund (DSGF) for evidence-based advocacy, and collaborative partnerships to strengthen solidarity networks. The initiative focuses its efforts on Brazil, Guatemala, Mexico, the Democratic Republic of the Congo, Kenya, and Liberia.","ai_generated":true,"unit":"wri-001295#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Grassroots environmental defenders (GEDs) face severe security threats, including criminalization, loss of property and livelihoods, physical attacks, and murder, especially in countries focused on large-scale infrastructure or natural resource extraction.","ai_generated":true,"unit":"wri-001295#insight-1","date_modified":"2026-10-23"},{"text":"Attacks on environmental defenders are frequently driven by corruption, inadequate enforcement of environmental protection laws, and a lack of recognition of their roles by the private sector and states.","ai_generated":true,"unit":"wri-001295#insight-2","date_modified":"2026-10-23"},{"text":"The STAND initiative employs a three-pronged strategy to support defenders: providing capacity building and training in advocacy and legal accountability, offering small grants through the Defender Small Grant Fund (DSGF), and establishing collaborative partnerships to increase participation in environmental governance.","ai_generated":true,"unit":"wri-001295#insight-3","date_modified":"2026-10-23"}],"climate_tags":["environmental governance","environmental justice","climate change","forestry"],"geography_discussed":["United States"],"frame_perspective":[],"analysis_type":["programmatic description"]},{"id":"wri-001296","url":"https://climateinsightsdirectory.org/document/wri-001296","title":"Unidos y Unidas por las Personas Defensoras del Medio Ambiente y del Territorio","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"fact sheet","language":"es","date_published":"2024","source_url":"https://files.wri.org/d8/s3fs-public/2024-03/environmental-defenders-spanish.pdf?VersionId=n.jU0TyZ7K6j5VeVcstI_7K8Zy5WTuC6","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The STAND Initiative, a partnership between the World Resources Institute (WRI) and the Alliance for Land, Indigenous, and Environmental Defenders (ALLIED), aims to protect environmental and territory defenders who face threats such as criminalization, physical aggression, and murder. Operating in Brazil, Guatemala, Mexico, Democratic Republic of the Congo, Kenya, and Liberia, the initiative focuses on strengthening prevention strategies for underserved communities and civil society organizations. Its strategy comprises three main pillars: capacity building to improve advocacy and legal accountability, the Defender Seed Grant Fund (DSGF) providing small grants for evidence-based advocacy, and the creation of collaborative alliances to strengthen local solidarity networks and increase government and private sector accountability.","ai_generated":true,"unit":"wri-001296#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Environmental and territory defenders face severe security risks, including criminalization, loss of assets, physical attacks, and murder, particularly in nations reliant on large-scale infrastructure or natural resource extraction.","ai_generated":true,"unit":"wri-001296#insight-1","date_modified":"2026-10-23"},{"text":"The primary drivers of attacks against environmental defenders are corruption, inefficient enforcement of environmental protection laws, and a lack of recognition of their rights by the private sector and states.","ai_generated":true,"unit":"wri-001296#insight-2","date_modified":"2026-10-23"},{"text":"The STAND Initiative implements a three-pronged strategy to support defenders: capacity building for legal and judicial accountability, the Defender Seed Grant Fund (DSGF) for small advocacy grants, and collaborative alliances to enhance solidarity networks.","ai_generated":true,"unit":"wri-001296#insight-3","date_modified":"2026-10-23"},{"text":"The initiative specifically targets underserved and underrepresented communities in areas characterized by weak governance, as well as civil society organizations facing government-sanctioned judicial abuse.","ai_generated":true,"unit":"wri-001296#insight-4","date_modified":"2026-10-23"}],"climate_tags":["land tenure","environmental justice","environmental governance","climate crisis"],"geography_discussed":["United States"],"frame_perspective":[],"analysis_type":["programmatic description"]},{"id":"wwf-000486","url":"https://climateinsightsdirectory.org/document/wwf-000486","title":"MADAGASCAR WILDLIFE ADVENTURE TRIP ITINERARY","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"guide","language":"en","date_published":"2024","source_url":"https://www.worldwildlife.org/documents/1132/4cj4cai1wo_WWF_Madagascar_2025_Itinerary_Final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines a wildlife adventure trip in Madagascar from September 4–16, 2025, led by WWF's Western Indian Ocean Seascape Director. The itinerary covers various national parks and private reserves, including Andasibe-Mantadia, Ranomafana, Isalo, Zombitse-Vohibasia, and the Anjajavy Private Reserve. The journey emphasizes the island's unique biodiversity, specifically its lemur populations, and integrates educational components regarding WWF's conservation work to combat habitat loss, illegal wildlife trade, and climate change.","ai_generated":true,"unit":"wwf-000486#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Madagascar possesses exceptional biodiversity, with more than 80% of its rare plants and animals, including over 100 lemur varieties, found nowhere else on Earth.","ai_generated":true,"unit":"wwf-000486#insight-1","date_modified":"2026-10-23"},{"text":"Lemurs in Madagascar are critically threatened, with 103 out of 107 species (96%) facing extinction due to illegal pet trade and habitat loss caused by subsistence farming and the clearing of forests for firewood and charcoal.","ai_generated":true,"unit":"wwf-000486#insight-2","date_modified":"2026-10-23"},{"text":"WWF implements several conservation strategies in Madagascar, including partnering with the government to establish sustainable development targets, restoring degraded ecosystems, providing ecotourism training for communities, and managing the Amoron’i Onilahy Protected Area in the southwest.","ai_generated":true,"unit":"wwf-000486#insight-3","date_modified":"2026-10-23"},{"text":"The island's flora and fauna are under pressure from multiple drivers, specifically climate change, illegal wildlife trade, and rampant forest clearing, which have brought some chameleon species near extinction.","ai_generated":true,"unit":"wwf-000486#insight-4","date_modified":"2026-10-23"}],"climate_tags":["biodiversity conservation","deforestation","climate change","sustainable development","ecotourism"],"geography_discussed":["Andasibe-Mantadia National Park","Ranomafana National Park","Isalo National Park","Zombitse-Vohibasia National Park","Anjajavy Private Reserve","Kenya","Quebec","United States"],"frame_perspective":[],"analysis_type":["itinerary","conservation summary"]},{"id":"glorespar-000006","url":"https://climateinsightsdirectory.org/document/glorespar-000006","title":"Dear Partners in Resilience","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"statement","language":"en","date_published":"2023-12-21","source_url":"https://www.globalresiliencepartnership.org/dear-partners-in-resilience/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Global Resilience Partnership (GRP) reports on its 2023 initiatives, highlighting the growth of the PREPARE Call to Action to 31 companies, the implementation of the Resilient Agricultural Innovations for Nature (RAIN) Challenge in East Africa, and the hosting of the Resilience Evidence Forum in South Africa. The statement emphasizes the financial benefits of adaptation investments and the shift toward transformative resilience and whole-systems approaches.","ai_generated":true,"unit":"glorespar-000006#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The PREPARE Call to Action to the Private Sector, launched at COP27 by GRP and USAID, expanded significantly by COP28 to include 31 companies, illustrating the necessity of partnerships to fill gaps in climate adaptation.","ai_generated":true,"unit":"glorespar-000006#insight-1","date_modified":"2026-10-23"},{"text":"Research led by BCG, GRP, and USAID indicates a strong business case for resilience, stating that every dollar spent on adaptation and resilience measures can generate between $2 and $15 in financial benefits.","ai_generated":true,"unit":"glorespar-000006#insight-2","date_modified":"2026-10-23"},{"text":"The Resilient Agricultural Innovations for Nature (RAIN) Challenge implemented community-led innovations in Rwanda, Kenya, and Uganda, including road runoff harvesting, capacity development, and the use of earthworms for organic fertiliser.","ai_generated":true,"unit":"glorespar-000006#insight-3","date_modified":"2026-10-23"},{"text":"The Resilience Evidence Forum in Cape Town, South Africa, served as the largest gathering of its kind, bringing together over 1,200 professionals to discuss scaling evidence-based solutions and resilience strategies.","ai_generated":true,"unit":"glorespar-000006#insight-4","date_modified":"2026-10-23"},{"text":"The GRP advocates for a shift from incremental to transformative resilience, defining resilience as the capacity to live and develop with change and uncertainty rather than simply returning to a previous status quo.","ai_generated":true,"unit":"glorespar-000006#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate finance","nature-based solutions","sustainable agriculture","loss and damage","Private sector engagement"],"geography_discussed":["Rwanda","Kenya","Uganda","South Africa","Cape Town"],"frame_perspective":[],"analysis_type":["organizational review"]},{"id":"saiia-000440","url":"https://climateinsightsdirectory.org/document/saiia-000440","title":"Africa’s Debt Priorities: A Sustainability Perspective","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"policy brief","language":"en","date_published":"2023-12-14","source_url":"https://saiia.org.za/research/africas-debt-priorities-a-sustainability-perspective-required-support-from-the-g20/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the increasing debt distress in Africa, noting that public debt reached 65.6% of GDP in 2022. It highlights the shift toward non-concessional debt and the role of private creditors, who now hold over 40% of Africa's total external debt. The brief argues that the G20's Common Framework needs reform to be more inclusive of middle-income countries and private creditors. It advocates for the establishment of an African Credit Rating Agency to counter perceived biases from global agencies and the creation of an African Debt Monitoring Mechanism by June 2024 to improve transparency. Key recommendations include restructuring multilateral development banks, extending debt repayment periods, and increasing IMF Poverty Reduction Growth Trust access limits.","ai_generated":true,"unit":"saiia-000440#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Africa's public debt was 65.6% of GDP in 2022, with eight countries in debt distress and 13 at high risk. Specific countries in debt distress include the Republic of Congo, Ghana, Malawi, São Tomé and Príncipe, Somalia, Sudan, Zambia, and Zimbabwe.","ai_generated":true,"unit":"saiia-000440#insight-1","date_modified":"2026-10-23"},{"text":"The composition of African external debt has shifted toward private creditors, who now account for more than 40% of the total. Bilateral debt has also expanded beyond the Paris Club to include China, Saudi Arabia, India, and the United Arab Emirates.","ai_generated":true,"unit":"saiia-000440#insight-2","date_modified":"2026-10-23"},{"text":"High debt servicing costs are diverting resources from social and development spending; for the 2019–2021 period, the ratio of public debt interest payments to health expenditure was 147%.","ai_generated":true,"unit":"saiia-000440#insight-3","date_modified":"2026-10-23"},{"text":"The G20's Common Framework for Debt Treatments is viewed as needing improvement in effectiveness and transparency. Proposed reforms include expanding the creditor committee to include private sector creditors and extending coverage to middle-income countries.","ai_generated":true,"unit":"saiia-000440#insight-4","date_modified":"2026-10-23"},{"text":"African leaders perceive bias in the 'big three' credit rating agencies (Fitch, Standard and Poor’s, and Moody’s), suggesting that more objective ratings could save African countries up to $74.5 billion. Consequently, an African Credit Rating Agency is planned for launch in early 2024.","ai_generated":true,"unit":"saiia-000440#insight-5","date_modified":"2026-10-23"},{"text":"To improve debt transparency, African leaders agreed during the September 2023 Africa Climate Summit to adopt an African Debt Monitoring Mechanism by June 2024.","ai_generated":true,"unit":"saiia-000440#insight-6","date_modified":"2026-10-23"},{"text":"There is a call for the IMF to align Poverty Reduction Growth Trust (PRGT) access limits with those of the General Resource Account (GRA), specifically increasing the annual access limit to 200% and the cumulative limit to 600%.","ai_generated":true,"unit":"saiia-000440#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate finance","multilateral development bank"],"geography_discussed":["Nigeria","Rwanda","Ghana","Zambia","Mali","Ethiopia","Chad","Republic of the Congo","Malawi","São Tomé and Príncipe","Somalia","Sudan","Zimbabwe","Burundi","Cameroon","Central African Republic","Comoros","Djibouti","The Gambia","Guinea-Bissau","Kenya","Mozambique","Sierra Leone","South Sudan","South Africa","Angola","Egypt","Morocco","Niger","Senegal","Seychelles","Cape Verde","Eswatini","Namibia","Lesotho","Botswana"],"frame_perspective":[],"analysis_type":["policy brief"]}]}