{"query_echo":{"q":"","filters":{"geography":["kenya"]},"warnings":[]},"total":{"value":1681,"relation":"eq"},"page":14,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=kenya&page=14","next":"https://climateinsightsdirectory.org/api/v1/search?geography=kenya&page=15","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":"natjust-000391","url":"https://climateinsightsdirectory.org/document/natjust-000391","title":"WRITTEN STATEMENT UNDER ICJ PRACTICE DIRECTION XII, TO THE INTERNATIONAL COURT OF JUSTICE ON OBLIGATIONS OF STATES IN RESPECT OF CLIMATE CHANGE (REQUEST FOR AN ADVISORY OPINION)","publisher":{"name":"Natural Justice","organization":"natural-justice"},"document_type":"statement","language":"en","date_published":"2024-03-22","source_url":"https://naturaljustice.org/wp-content/uploads/2024/05/Final-AFRICAN-NGO-STATEMENT_ICJ-AO_22.3.24.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Natural Justice argues that the ICJ should recognize a State's obligation to reduce greenhouse gas emissions based on a 'fair share' principle and ensure a just transition from fossil fuels. The document emphasizes that Africa is the most vulnerable continent despite contributing less than 4% of global emissions, facing projected annual loss and damage costs between US$ 290 billion and $440 billion by 2030. It asserts that high-income, high-emitting States owe legal obligations to provide financial support via grants rather than loans and must provide reparations—including compensation and restitution—for internationally wrongful acts that cause climate harm.","ai_generated":true,"unit":"natjust-000391#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Africa is identified as the most vulnerable continent to climate change impacts for all scenarios above 1.5 degrees Celsius, despite contributing less than 4% of global greenhouse gas emissions.","ai_generated":true,"unit":"natjust-000391#insight-1","date_modified":"2026-10-23"},{"text":"Loss and damage costs for Africa due to climate change are projected to reach between US$ 290 billion and $440 billion annually by 2030, depending on the level of warming.","ai_generated":true,"unit":"natjust-000391#insight-2","date_modified":"2026-10-23"},{"text":"The document argues that States have a legal obligation to reduce greenhouse gas emissions according to their 'fair share,' a metric based on a State's global responsibility for causing climate change and its economic capability to address it.","ai_generated":true,"unit":"natjust-000391#insight-3","date_modified":"2026-10-23"},{"text":"To limit warming to 1.5°C, global carbon dioxide emissions must decrease by at least 48% from 2019 levels by 2030 and reach net zero around 2050.","ai_generated":true,"unit":"natjust-000391#insight-4","date_modified":"2026-10-23"},{"text":"Developed, historically high-emitting States are called upon to immediately stop approving new fossil fuel exploration and production and to phase out existing activities on an expedited timeline.","ai_generated":true,"unit":"natjust-000391#insight-5","date_modified":"2026-10-23"},{"text":"Financial support from high-emitting States to developing nations for adaptation and response should be provided exclusively as grants, as loans exacerbate existing debt burdens in African States.","ai_generated":true,"unit":"natjust-000391#insight-6","date_modified":"2026-10-23"},{"text":"States should be required to conduct climate impact assessments for new pollution sources or energy policy decisions, accounting for total life-cycle emissions, including 'scope 3' indirect emissions.","ai_generated":true,"unit":"natjust-000391#insight-7","date_modified":"2026-10-23"},{"text":"The document asserts that GHG emissions exceeding a State's fair share constitute an internationally wrongful act, triggering State responsibility and the obligation to provide reparations through restitution, compensation, or satisfaction.","ai_generated":true,"unit":"natjust-000391#insight-8","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","climate finance","loss and damage","just transition","fossil-fuel phase-out","climate change litigation","human rights","common but differentiated responsibility","Scope 3","desertification"],"geography_discussed":["Mozambique","Zimbabwe","Malawi","Ethiopia","Somalia","Kenya","Vanuatu","Madagascar","Namibia","United States"],"frame_perspective":[],"analysis_type":["legal argument","policy recommendation"]},{"id":"africac-000002","url":"https://climateinsightsdirectory.org/document/africac-000002","title":"From Climate Risk to Resilience: Unpacking the Economic Impacts of Climate Change in Kenya","publisher":{"name":"African Climate Foundation","organization":"african-climate-foundation"},"document_type":"report","language":"en","date_published":"2024-03-07","source_url":"https://africanclimatefoundation.org/research-article/from-climate-risk-to-resilience/from-climate-risk-to-resilience-unpacking-the-economic-impacts-of-climate-change-in-kenya/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report is part of a series of country studies commissioned by the African Climate Foundation and produced by the International Food Policy Research Institute (IFPRI). It examines Kenya's climate profile through scenario analysis, assesses the implications for key economic sectors and macroeconomic factors such as trade and fiscal health, reviews existing government adaptation measures, and provides strategic recommendations for mobilizing climate resilience funding.","ai_generated":true,"unit":"africac-000002#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The report is structured into four primary analytical areas: climate profile and scenario modelling, economic and macroeconomic implications, an overview of government adaptation priorities and challenges, and strategic suggestions for funding mobilization.","ai_generated":true,"unit":"africac-000002#insight-1","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate change adaptation","climate resilience","economic impact","climate finance"],"geography_discussed":["Malawi","Mozambique","Zambia"],"frame_perspective":[],"analysis_type":["literature review","scenario analysis"]},{"id":"africac-000003","url":"https://climateinsightsdirectory.org/document/africac-000003","title":"From Climate Risk to Resilience: Unpacking the Economic Impacts of Climate Change in Zambia","publisher":{"name":"African Climate Foundation","organization":"african-climate-foundation"},"document_type":"report","language":"en","date_published":"2024-03-07","source_url":"https://africanclimatefoundation.org/research-article/from-climate-risk-to-resilience/from-climate-risk-to-resilience-unpacking-the-economic-impacts-of-climate-change-in-zambia/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines Zambia's changing climate profile, the resulting implications for key economic sectors and macroeconomic stability, the effectiveness of existing government adaptation measures, and strategic recommendations for mobilizing climate resilience funding.","ai_generated":true,"unit":"africac-000003#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The report is structured into four analytical areas: climate profile and scenario modeling, economic and macroeconomic implications, an assessment of government adaptation measures and challenges, and strategic suggestions for funding mobilization.","ai_generated":true,"unit":"africac-000003#insight-1","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate change adaptation","economic impact","climate resilience","climate finance"],"geography_discussed":["Kenya","Malawi","Mozambique"],"frame_perspective":[],"analysis_type":["literature review","scenario analysis"]},{"id":"fsdafri-000071","url":"https://climateinsightsdirectory.org/document/fsdafri-000071","title":"OFFICIAL TRAVEL & EXPENSE POLICY","publisher":{"name":"FSD Africa","organization":"fsd-africa"},"document_type":"policy brief","language":"en","date_published":"2024-03-06","source_url":"https://fsdafrica.org/wp-content/uploads/2025/07/24-04-10-Travel-Policy.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The FSD Africa Travel & Expense Policy (Version 4.0) outlines the standards for transportation, accommodation, and reimbursable expenses for all staff, board members, and consultants. It prioritises economy travel and virtual conferencing to minimise CO2 emissions and maintain operational travel costs within 2% of the overall budget. The policy allows for business class on specific long-haul flights and sets a general hotel reimbursement limit of £200 per night. It also includes safety protocols for emergencies and a commitment to monitoring the organisation's carbon footprint.","ai_generated":true,"unit":"fsdafri-000071#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"FSD Africa aims to keep total travel and expense costs within 2% of its overall operational budgeted expenses.","ai_generated":true,"unit":"fsdafri-000071#insight-1","date_modified":"2026-10-23"},{"text":"The default class for all flights is Economy, though Business class is permitted for Non-executive directors (up to 3 flights per year), Executive directors (up to 8 flights per year), and employees in JG6 and above for intercontinental flights exceeding 7 hours.","ai_generated":true,"unit":"fsdafri-000071#insight-2","date_modified":"2026-10-23"},{"text":"To reduce its carbon footprint, the organisation requires that virtual conferencing alternatives be considered before any physical travel is approved.","ai_generated":true,"unit":"fsdafri-000071#insight-3","date_modified":"2026-10-23"},{"text":"Hotel accommodation is generally limited to a reimbursement rate of £200 per night, exclusive of VAT, unless prior authorisation is obtained from the DCS and CFO.","ai_generated":true,"unit":"fsdafri-000071#insight-4","date_modified":"2026-10-23"},{"text":"The policy prohibits the reimbursement of several specific expenses, including hotel mini-bar items (except water or soft drinks), spa treatments, and airline upgrades that fall outside of the established policy.","ai_generated":true,"unit":"fsdafri-000071#insight-5","date_modified":"2026-10-23"},{"text":"For business continuity and risk management, the policy advises that no more than three members of the Board or Executive Committee should travel on the same flight.","ai_generated":true,"unit":"fsdafri-000071#insight-6","date_modified":"2026-10-23"},{"text":"Prior to the March 2020 pandemic lockdown, the organisation's air travel averaged 75 return trips per quarter, resulting in approximately 30 tonnes of CO2 emissions per month.","ai_generated":true,"unit":"fsdafri-000071#insight-7","date_modified":"2026-10-23"}],"climate_tags":["carbon footprint","carbon dioxide emissions"],"geography_discussed":["Africa","London","Kenya","United Kingdom"],"frame_perspective":[],"analysis_type":["policy analysis"]},{"id":"iejza-000203","url":"https://climateinsightsdirectory.org/document/iejza-000203","title":"STRATEGY SUMMARY & IMPLEMENTATION PLAN STRATEGY","publisher":{"name":"Institute for Economic Justice","organization":"institute-for-economic-justice"},"document_type":"executive summary","language":"en","date_published":"2024-03","source_url":"https://iej.org.za/wp-content/uploads/2024/03/IEJ-strategy-implementation-plan-2023-2027.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The IEJ Strategy 2023–2027 focuses on producing knowledge and shifting economic discourse to achieve systemic social and economic change. The plan identifies six programmatic projects targeting macroeconomic frameworks, feminist economics, and a just transition in energy and food systems. To support these goals, the IEJ is transitioning from siloed programme areas to a project-based organisational structure and implementing a comprehensive monitoring, evaluation, and learning framework. Financially, the organisation has seen significant growth, with budgeted expenditure rising from approximately R3.2 million in 2018/19 to R34.9 million in 2023, though it continues to seek more long-term core funding.","ai_generated":true,"unit":"iejza-000203#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The IEJ has established three primary goals for its 2023-2027 period: producing knowledge to advance systemic change centering just socioeconomic outcomes, shifting economic discourse to provide alternative policy proposals, and supporting the building of collective power through heterodox economic analysis in South Africa and the African continent.","ai_generated":true,"unit":"iejza-000203#insight-1","date_modified":"2026-10-23"},{"text":"The 'Resourcing for Rights Realisation' project aims to influence African governments to adopt policies for re-integrating into the global financial system on just terms, focusing specifically on tax justice, debt justice, and climate finance, including South Africa's Just Energy Transition climate financing partnership (JET-P).","ai_generated":true,"unit":"iejza-000203#insight-2","date_modified":"2026-10-23"},{"text":"The IEJ is pursuing a project to realize a universal basic income for South Africans aged 18-59, which would be indexed to the upper-bound poverty line and funded via progressive taxation.","ai_generated":true,"unit":"iejza-000203#insight-3","date_modified":"2026-10-23"},{"text":"The organisation is implementing a project to tackle the exclusion of feminist-centred economics by bolstering feminist economic analysis and application in three thematic areas: resource mobilisation, climate policy (specifically food systems), and the intersection of care work and social protection.","ai_generated":true,"unit":"iejza-000203#insight-4","date_modified":"2026-10-23"},{"text":"The Just Energy Transition project focuses on reducing energy poverty and providing decent work through the localisation of renewable energy value chains, with initial regional focus on Kenya, Ghana, and South Africa.","ai_generated":true,"unit":"iejza-000203#insight-5","date_modified":"2026-10-23"},{"text":"The IEJ is working toward a just transition in the food system, with an intermediate goal for South Africa's Department of Agriculture, Land Reform and Rural Development to adopt at least two policies reflecting a just transition agenda agreed upon by the Presidential Climate Commission.","ai_generated":true,"unit":"iejza-000203#insight-6","date_modified":"2026-10-23"},{"text":"The IEJ has undergone an organisational redesign, moving from broad 'programme areas' to focused 'projects' and establishing three departments: the programme team; the strategy, organisational development, and communications team; and the finance and operations team.","ai_generated":true,"unit":"iejza-000203#insight-7","date_modified":"2026-10-23"},{"text":"The organisation's annual expenditure has grown significantly from R3,228,196 (~$240,000) in 2018/19 to a budgeted R34,921,032 ($1,900,000) in 2023, though it notes a lack of sufficient long-term core or flexible funding.","ai_generated":true,"unit":"iejza-000203#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate finance","just transition","renewable energy","food system","climate policy","low-carbon economy"],"geography_discussed":["Kenya","Ghana"],"frame_perspective":[],"analysis_type":["strategic planning","policy advocacy","organisational development"]},{"id":"napglob-000115","url":"https://climateinsightsdirectory.org/document/napglob-000115","title":"Liberia’s National Adaptation Plan Communication Strategy","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2024-03","source_url":"https://napglobalnetwork.org/wp-content/uploads/2024/04/Liberia-2024-NAP-communications-strategy.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Liberia's NAP Communication Strategy provides a roadmap for the Environmental Protection Agency (EPA) to disseminate climate adaptation priorities. It identifies priority audiences—including political leadership, local communities, and the private sector—and proposes tailored messaging for six key sectors: agriculture, coastal zones, energy, fisheries, forestry, and waste management. The strategy emphasizes a multi-channel approach, prioritizing radio as the primary information source for both rural and urban populations, and includes a detailed implementation plan for 2024–2025 with a budget for activities such as community radio contracts and media training.","ai_generated":true,"unit":"napglob-000115#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The communication strategy is designed to support the broader National Adaptation Plan (NAP), which focuses on six priority sectors: agriculture, coastal zones, forestry, energy, waste management, and fisheries.","ai_generated":true,"unit":"napglob-000115#insight-1","date_modified":"2026-10-23"},{"text":"The strategy identifies five primary objectives: raising awareness of adaptation priorities, facilitating stakeholder engagement in decision-making, enhancing knowledge and capacity building, fostering partnerships, and establishing a monitoring and evaluation framework for communication efforts.","ai_generated":true,"unit":"napglob-000115#insight-2","date_modified":"2026-10-23"},{"text":"Radio is identified as the most critical communication channel in Liberia, serving as the primary news source for both urban and rural populations, with community radio stations alone capturing 37% of national listenership.","ai_generated":true,"unit":"napglob-000115#insight-3","date_modified":"2026-10-23"},{"text":"The strategy outlines specific climate risks and adaptation measures for key sectors, such as the use of disease-resistant crop varieties in agriculture, the protection of mangroves in coastal zones, and the diversification of energy sources including solar.","ai_generated":true,"unit":"napglob-000115#insight-4","date_modified":"2026-10-23"},{"text":"A detailed implementation and rollout plan for 2024–2025 allocates funding for specific activities, including $45,000 for contracts with community radio stations and $40,000 for regional training of media practitioners.","ai_generated":true,"unit":"napglob-000115#insight-5","date_modified":"2026-10-23"},{"text":"The government intends to establish an 'Adaptation Champions' group consisting of policy-makers, youth, women, and civil society representatives to act as spokespersons and lead locally led adaptation interventions.","ai_generated":true,"unit":"napglob-000115#insight-6","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate change adaptation","climate change communication","ecosystem-based adaptation","climate finance","Climate-smart agriculture","coastal erosion","renewable energy","waste management"],"geography_discussed":["Colombia","Haiti","Saint Lucia","Sierra Leone","Peru","Tonga","Kenya","Ghana","Grenada","Monrovia"],"frame_perspective":[],"analysis_type":["strategy","communication plan"]},{"id":"prio-000973","url":"https://climateinsightsdirectory.org/document/prio-000973","title":"Preventing a “Green Curse” in Africa: Mitigating Conflict Risks in Renewable Energy and Mining Projects and Sectors","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"policy brief","language":"en","date_published":"2024-03","source_url":"https://cdn.cloud.prio.org/files/db9b2df8-75af-4194-a859-57a5c117685c/PRIO Policy Brief 03-2024.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines how the green energy transition in Africa could trigger conflict due to land displacement, environmental damage, and inequitable benefit distribution. It identifies five key categories of legal protections—land and resource rights, environmental and social protections, compensation and benefit sharing, access to information and participation, and access to justice—that can mitigate these risks. While many Sub-Saharan African countries have enacted basic protections, the brief emphasizes that the quality of implementation, institutional capacity, and political will are essential to prevent a 'green resource curse'.","ai_generated":true,"unit":"prio-000973#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Large-scale green energy and mining projects in Africa pose conflict risks due to their intensive land use, potential for environmental and social harm, and the ability to generate high revenues, which can lead to grievances or rent-seeking.","ai_generated":true,"unit":"prio-000973#insight-1","date_modified":"2026-10-23"},{"text":"The risk of a \"green resource curse\" can be mitigated through strong legal and regulatory frameworks that govern projects and resources, which also serve to attract investment.","ai_generated":true,"unit":"prio-000973#insight-2","date_modified":"2026-10-23"},{"text":"The Environmental Law Institute identified five essential categories of legal protections to prevent conflict: land and resource rights, environmental and social protections, compensation and benefit sharing, access to information and participation, and access to justice.","ai_generated":true,"unit":"prio-000973#insight-3","date_modified":"2026-10-23"},{"text":"While 12 basic protections—such as permit requirements for mining and renewable energy and Environmental Impact Assessments (EIAs)—are nearly universal across Sub-Saharan Africa, requirements for free prior informed consent (FPIC) and standing to enforce benefit sharing are rare.","ai_generated":true,"unit":"prio-000973#insight-4","date_modified":"2026-10-23"},{"text":"There is significant variation in legal protection levels across the region; Kenya, South Africa, and Tanzania are the highest performing countries (each with over 32 of 40 indicators), while Somalia, Comoros, and Mauritius have the fewest (below approximately 15).","ai_generated":true,"unit":"prio-000973#insight-5","date_modified":"2026-10-23"},{"text":"Legal provisions alone are insufficient to prevent conflict; their effectiveness depends on institutional capacity, political will, and the role of non-governmental actors like NGOs and civil society.","ai_generated":true,"unit":"prio-000973#insight-6","date_modified":"2026-10-23"},{"text":"To strengthen protections, the brief recommends formalizing customary land tenure through registration, investing in computerized Access to Information networks, and ensuring public involvement throughout the entire life of the EIA process.","ai_generated":true,"unit":"prio-000973#insight-7","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","critical minerals","energy transition","mining","land tenure","environmental impact assessment","climate finance"],"geography_discussed":["Kenya","South Africa","Tanzania","Guinea-Bissau","Liberia","Malawi","Niger","Eritrea","South Sudan","Mauritius","Comoros","Somalia"],"frame_perspective":[],"analysis_type":["policy review","legal analysis","comparative study"]},{"id":"afripo-000014","url":"https://climateinsightsdirectory.org/document/afripo-000014","title":"Falling Short or Following Through: COP 28 Outcomes for Africa","publisher":{"name":"Africa Policy Research Institute","organization":"africa-policy-research-institute"},"document_type":"research paper","language":"en","date_published":"2024-02-12","source_url":"https://afripoli.org/falling-short-or-following-through-cop-28-outcomes-for-africa","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes COP 28 outcomes for Africa, noting a gap between high-level agreements and the actual financial resources provided for adaptation and loss and damage. While it highlights the historic agreement to transition away from fossil fuels and new food system initiatives, it argues that the scale of funding remains insufficient for Africa's urgent needs.","ai_generated":true,"unit":"afripo-000014#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The operationalization of the Loss and Damage fund is a historic step, but the initial funding of USD 792 million is described as a \"drop in the ocean\" compared to the estimated USD 5.8 trillion to 5.9 trillion needed by developing countries by 2030.","ai_generated":true,"unit":"afripo-000014#insight-1","date_modified":"2026-10-23"},{"text":"Adaptation finance remains critically underfunded, with only USD 134 million committed to the climate adaptation fund despite an estimated annual financing gap of USD 194-366 billion for developing countries.","ai_generated":true,"unit":"afripo-000014#insight-2","date_modified":"2026-10-23"},{"text":"COP 28 achieved a first-of-its-kind international agreement to transition away from fossil fuels in energy systems to reach net zero by 2050, though the document notes a lack of specific implementation commitments and the use of \"phase-down\" instead of \"phase-out\".","ai_generated":true,"unit":"afripo-000014#insight-3","date_modified":"2026-10-23"},{"text":"Significant progress was made on food systems through the UAE Declaration on Sustainable Agriculture, Resilient Food Systems, and Climate Action and the creation of the Alliance of Champions for Food Systems Transformation (ACF), the latter of which includes African states as 40% of its founding members.","ai_generated":true,"unit":"afripo-000014#insight-4","date_modified":"2026-10-23"},{"text":"While official COP proceedings deferred major financial decisions to COP 29, private sector and non-state actors provided substantial support, including the UAE's ALTÉRRA fund aiming to mobilize USD 250 billion in private-sector investment by 2030.","ai_generated":true,"unit":"afripo-000014#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate finance","adaptation finace","loss and damage","fossil-fuel phase-out","just transition","food security","sustainable agriculture","renewable energy","methane emissions","green industrial policy"],"geography_discussed":["Dubai","United Arab Emirates","Nairobi","Kenya","Nigeria","Rwanda","Sierra Leone","Brazil","Cambodia","Norway","Republic of the Congo","France","Somalia"],"frame_perspective":[],"analysis_type":["policy analysis","outcome assessment"]},{"id":"seforall-000111","url":"https://climateinsightsdirectory.org/document/seforall-000111","title":"BUILDING TECHNICAL CAPACITY FOR ENERGY ACCESS PLANNING","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"case study","language":"en","date_published":"2024-02","source_url":"https://www.seforall.org/system/files/2024-05/Case-Study-Capacity-Building-web.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In July 2023, SEforALL partnered with the International Centre for Theoretical Physics (ICTP) to provide specialized training to energy planners from nine African countries. The program focused on geospatial data collection, curation, management, and governance to improve the planning of electrification and clean cooking access. Participants from countries including Madagascar, Malawi, and Rwanda are now applying these skills to develop national data governance plans and clean cooking models, utilizing tools such as OnStove.","ai_generated":true,"unit":"seforall-000111#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"SEforALL identified that geospatial data and analytics are underused by government planning units and local utilities due to a lack of capacity in tools and techniques, particularly in Madagascar, Malawi, and Nigeria.","ai_generated":true,"unit":"seforall-000111#insight-1","date_modified":"2026-10-23"},{"text":"The training program, delivered in June and July 2023, focused on two main areas: the collection, curation, management, and governance of geospatial data, and the application of this data to improve planning for clean cooking and electrification.","ai_generated":true,"unit":"seforall-000111#insight-2","date_modified":"2026-10-23"},{"text":"Participants from various countries applied specific tools and frameworks during the training, including the open-source OnStove tool for clean cooking models and the development of Spatial Data Infrastructures (SDIs) and draft data management plans.","ai_generated":true,"unit":"seforall-000111#insight-3","date_modified":"2026-10-23"},{"text":"The training has led to direct applications in national planning: a participant in Madagascar is formalizing a data management plan for the country's Energy Planning Unit, the Ministry of Energy in Malawi is building a data governance plan, and participants from Rwanda are supporting the National Integrated Clean Cooking Plan.","ai_generated":true,"unit":"seforall-000111#insight-4","date_modified":"2026-10-23"}],"climate_tags":["electrification","clean cooking"],"geography_discussed":["Ghana","Kenya","Madagascar","Malawi","Mozambique","Nigeria","Rwanda","Senegal","Uganda","Italy","Trieste"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"saiia-000308","url":"https://climateinsightsdirectory.org/document/saiia-000308","title":"How can the G20 support Africa's tax agenda?","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"policy brief","language":"en","date_published":"2024-01-30","source_url":"https://saiia.org.za/research/how-can-the-g20-support-africas-tax-agenda/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document evaluates G20 progress on international taxation, specifically the OECD/G20 Inclusive Framework and the Two-Pillar Solution, noting that while African countries have gained representation—including the African Union's permanent G20 seat—significant gaps remain in technical capacity and revenue generation. It argues that African countries, with a tax-to-GDP ratio of 16%, must prioritise Domestic Resource Mobilisation (DRM) to fund Sustainable Development Goals. The brief recommends that future G20 presidencies focus on digitalising tax administrations, implementing a global carbon taxation system, and adopting more progressive tax policies to fund social protection for the informal sector, which comprises 85.8% of jobs in Africa.","ai_generated":true,"unit":"saiia-000308#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"African countries have a significantly lower tax-to-gross domestic product (GDP) ratio of 16%, compared to 20% in Asia-Pacific, 22% in Latin America and the Caribbean, and 34% in OECD countries, making Domestic Resource Mobilisation (DRM) a key priority for achieving Sustainable Development Goals.","ai_generated":true,"unit":"saiia-000308#insight-1","date_modified":"2026-10-23"},{"text":"Base erosion and profit shifting (BEPS) practices result in substantial revenue losses for African governments, estimated between $100 billion and $240 billion annually, which represents 4% to 10% of global corporate tax revenue.","ai_generated":true,"unit":"saiia-000308#insight-2","date_modified":"2026-10-23"},{"text":"The Two-Pillar Solution aims to address the digitalisation of the economy; Pillar One reallocates residual profits of multinational enterprises (MNEs) to market jurisdictions, while Pillar Two establishes a 15% global minimum effective tax rate for MNEs with consolidated revenues exceeding €750 million.","ai_generated":true,"unit":"saiia-000308#insight-3","date_modified":"2026-10-23"},{"text":"Despite the admission of the African Union (AU) as a permanent G20 member, African representation in the Inclusive Framework remains low, with only 23 countries having joined as of November 2023.","ai_generated":true,"unit":"saiia-000308#insight-4","date_modified":"2026-10-23"},{"text":"African countries face significant implementation hurdles regarding international tax rules due to a lack of internal capacity to interpret complex legislation, specifically regarding the calculation of GLoBE income and the application of the Qualified Domestic Minimum Top-up Tax.","ai_generated":true,"unit":"saiia-000308#insight-5","date_modified":"2026-10-23"},{"text":"The high prevalence of the informal sector in Africa, accounting for 85.8% of total jobs, creates difficulties in financing social welfare programmes, suggesting a need for digital financial services and progressive taxation of the wealthiest to fund protection for the poorest.","ai_generated":true,"unit":"saiia-000308#insight-6","date_modified":"2026-10-23"},{"text":"African countries advocate for a global carbon taxation system, including taxes on fossil fuel trade, maritime transport, and aviation, to generate finance for climate-positive investments based on climate vulnerability relative to emissions.","ai_generated":true,"unit":"saiia-000308#insight-7","date_modified":"2026-10-23"}],"climate_tags":["carbon tax","climate finance","social protection"],"geography_discussed":["India","Indonesia","Brazil","South Africa","Nairobi"],"frame_perspective":[],"analysis_type":["policy brief"]},{"id":"iisd-000495","url":"https://climateinsightsdirectory.org/document/iisd-000495","title":"World Trade Organization Agriculture Negotiations at MC13","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"research paper","language":"en","date_published":"2024-01-12","source_url":"https://www.iisd.org/articles/policy-analysis/wto-food-security-agriculture-negotiations-mc13","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The author argues that for MC13 to be successful, the WTO must move beyond non-binding declarations toward binding commitments. Key proposals include an exemption for least developed countries (LDCs) from food export restrictions to ensure food availability. However, significant disagreements persist between developing nations (such as India and China) and developed nations (including the US and EU) regarding public stockholding and the reduction of trade-distorting domestic support.","ai_generated":true,"unit":"iisd-000495#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Least developed countries (LDCs) are disproportionately affected by food export restrictions, with the share of imported calories affected reaching 29.6% during the 2008 recession, 18.2% during the COVID-19 pandemic, and 26.3% in the early months of the war in Ukraine.","ai_generated":true,"unit":"iisd-000495#insight-1","date_modified":"2026-10-23"},{"text":"A proposed LDC exemption from export prohibitions or restrictions would allow these countries to import food from members that have restricted exports to all others, potentially shielding them from global price rises. However, this would not address the affordability of food for the poorest consumers, a challenge that could be mitigated by the FAO's proposed Global Food Import Financing Facility.","ai_generated":true,"unit":"iisd-000495#insight-2","date_modified":"2026-10-23"},{"text":"There is a fundamental disagreement on public stockholding: developing countries like India and China, and groups like the G-33 and African Group, view it as a stand-alone issue. Conversely, the Cairns Group, the US, and the EU consider public stockholding at administered prices to be a form of trade-distorting domestic support that should be capped and reduced.","ai_generated":true,"unit":"iisd-000495#insight-3","date_modified":"2026-10-23"},{"text":"Developing countries, including India and China, seek to remove aggregate measurement of support entitlements that allow 32 WTO members to provide high levels of trade-distorting support. Additionally, the African Group and Pakistan target 'green box' subsidies, particularly those for cotton, which they argue undercut producers in developing countries.","ai_generated":true,"unit":"iisd-000495#insight-4","date_modified":"2026-10-23"},{"text":"Non-binding declarations, such as the one from MC12, have proven ineffective; despite reaffirming the importance of not imposing export restrictions, 75 such restrictions on food, feed, and fertilizers remained in place as of October 2023.","ai_generated":true,"unit":"iisd-000495#insight-5","date_modified":"2026-10-23"}],"climate_tags":["food security","climate change","biodiversity protection"],"geography_discussed":["India","People's Republic of China","Nepal","Cameroon","Ivory Coast","Guinea","Malaysia","Philippines","Seychelles","Comoros","Madagascar","Equatorial Guinea","Egypt","Kenya","United States","European Union","Pakistan","Ukraine"],"frame_perspective":[],"analysis_type":["policy analysis"]},{"id":"saiia-000249","url":"https://climateinsightsdirectory.org/document/saiia-000249","title":"How can the G20 support Africa’s energy transition and sustainable financing priorities and concerns?","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"policy brief","language":"en","date_published":"2024-01-09","source_url":"https://saiia.org.za/research/how-can-the-g20-support-africas-energy-transition-and-sustainable-financing-priorities-and-concerns/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that while African nations have submitted ambitious Nationally Determined Contributions (NDCs), they face a massive climate finance gap and high debt burdens that hinder a just energy transition. It critiques previous G20 presidencies for treating developing countries as a monolith and failing to address Africa's specific needs, such as the disparity between mitigation and adaptation funding. The brief recommends that the Brazilian and South African G20 presidencies focus on increasing the flow and quality of finance through concessional capital, debt-for-nature swaps, and the re-channeling of special drawing rights, while also enhancing Africa's participation in carbon markets and attracting private sector investment.","ai_generated":true,"unit":"saiia-000249#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Africa receives a disproportionately low share of global climate finance despite being the most affected continent. Between 2010 and 2015, Africa received 23% ($48 billion) of disbursed climate finance, while Asia received 48% ($81 billion).","ai_generated":true,"unit":"saiia-000249#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant funding gap for Africa's climate needs between 2020 and 2030. Average annual needs are estimated at $142 billion, but current inflows are only about $30 billion per year, resulting in an annual shortfall of $112 billion and a total decade gap of $1.1 trillion.","ai_generated":true,"unit":"saiia-000249#insight-2","date_modified":"2026-10-23"},{"text":"Climate finance is skewed toward mitigation rather than adaptation. Between 2010 and 2019, 48% of climate finance in Africa went to mitigation and 41% to adaptation, mirroring a global trend where mitigation accounted for 59% of finance for developing countries.","ai_generated":true,"unit":"saiia-000249#insight-3","date_modified":"2026-10-23"},{"text":"Climate change causes severe economic losses in Africa, with annual losses currently between $7 billion and $15 billion, projected to reach $50 billion by 2040. Some countries may see yearly GDP losses of up to 17% in Côte d’Ivoire, 9% in Mozambique, and 7% in Kenya.","ai_generated":true,"unit":"saiia-000249#insight-4","date_modified":"2026-10-23"},{"text":"Sub-Saharan Africa faces extreme energy poverty and underutilised renewable potential. While the region holds 60% of the world's best solar resources and 39% of global renewable energy potential, 57% of the population lacks electricity access, and renewables accounted for only 14% of the total energy supply in 2020.","ai_generated":true,"unit":"saiia-000249#insight-5","date_modified":"2026-10-23"},{"text":"High public debt and the cost of the net-zero transition create fiscal barriers. Sub-Saharan Africa's public debt-to-GDP ratio is 56%, and the net-zero transition requires these countries to invest at least 1.5 times as much as a share of GDP as developed economies.","ai_generated":true,"unit":"saiia-000249#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate finance","just transition","Nationally Determined Contributions","renewable energy","carbon emission trading","carbon price","nature-based solutions","climate change adaptation","climate change mitigation","Loss and Damage Fund","solar energy","greenhouse gas emissions"],"geography_discussed":["Asia","Ivory Coast","Mozambique","Kenya","Brazil","South Africa","India","Indonesia"],"frame_perspective":[],"analysis_type":["policy assessment","recommendations"]},{"id":"glorespar-000040","url":"https://climateinsightsdirectory.org/document/glorespar-000040","title":"Resilience through Regeneration","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"case study","language":"en","date_published":"2024-01-03","source_url":"https://www.globalresiliencepartnership.org/project/resilience-through-regeneration/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The project supported 885 people in lower eastern Kenya, focusing on regenerative farming, syntropic agroforestry, and water infrastructure to improve biodiversity, soil health, and economic output for female smallholder farmers. Key achievements include the rehabilitation of 1.01 hectares for a demonstration farm, the installation of 43 household vertical gardens, and the construction of 3 water pans, alongside the training of 177 people in sustainable agriculture and 17 young men in water infrastructure maintenance.","ai_generated":true,"unit":"glorespar-000040#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The project aimed to empower female smallholder farmers in lower eastern Kenya through regenerative farming to enhance biodiversity, nutrition, soil health, and economic output, while anticipating social benefits such as improved healthcare, housing, and education for children.","ai_generated":true,"unit":"glorespar-000040#insight-1","date_modified":"2026-10-23"},{"text":"The initiative achieved several quantitative infrastructure and capacity milestones, including supporting 885 people, mobilising $5,000 in investment, training 177 individuals in regenerative agriculture and syntropic agroforestry, and training 17 young men in water pan construction.","ai_generated":true,"unit":"glorespar-000040#insight-2","date_modified":"2026-10-23"},{"text":"Physical interventions included the establishment of a 1.01-hectare demonstration farm, the creation of 43 household vertical gardens for food security, the production of 82 bags of compost manure, and the construction of 3 water pans for irrigation and domestic use.","ai_generated":true,"unit":"glorespar-000040#insight-3","date_modified":"2026-10-23"}],"climate_tags":["regenerative agriculture","biodiversity","water distribution system","food security"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["case study"]},{"id":"fsdafri-000181","url":"https://climateinsightsdirectory.org/document/fsdafri-000181","title":"A Deep Dive Study on the Impact of Regulatory Interventions","publisher":{"name":"FSD Africa","organization":"fsd-africa"},"document_type":"report","language":"en","date_published":"2024-01","source_url":"https://fsdafrica.org/wp-content/uploads/2025/05/Impact-of-Regulatory-Interventions-19.02.24-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates the impact of FSD Africa's regulatory interventions in African capital markets, highlighting the importance of tailoring international best practices to local contexts and the need for formal implementation support. It identifies capacity constraints at both regulator and market participant levels as significant barriers to the adoption of new frameworks, such as Islamic finance regulations in WAEMU and corporate bond guidelines in Ghana. The document recommends a sequenced and clustered approach to future interventions, with an increasing focus on green and sustainable finance once foundational regulatory structures are established.","ai_generated":true,"unit":"fsdafri-000181#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Regulatory interventions are most effective when they combine international best practices with local stakeholder input to ensure policies are tailored to the domestic context.","ai_generated":true,"unit":"fsdafri-000181#insight-1","date_modified":"2026-10-23"},{"text":"Bureaucratic delays, government changes, and macroeconomic shocks—such as the Russia-Ukraine conflict and COVID-19—can slow the formal ratification and implementation of regulatory frameworks, leading to a loss of market momentum.","ai_generated":true,"unit":"fsdafri-000181#insight-2","date_modified":"2026-10-23"},{"text":"A persistent lack of human and financial resources among regulators often prevents the implementation of actionable recommendations, sometimes resulting in outputs not being used at all.","ai_generated":true,"unit":"fsdafri-000181#insight-3","date_modified":"2026-10-23"},{"text":"In Nigeria, a human resources transformation project for the SEC successfully reduced the workforce by 30% through proactive internal communication and a voluntary exit scheme, creating a leaner organization.","ai_generated":true,"unit":"fsdafri-000181#insight-4","date_modified":"2026-10-23"},{"text":"The success of capital market interventions depends on pre-existing conditions such as political stability and macroeconomic certainty; FSD Africa abandoned planned interventions in Tanzania and Zimbabwe due to a lack of political buy-in and challenging macroeconomic contexts, respectively.","ai_generated":true,"unit":"fsdafri-000181#insight-5","date_modified":"2026-10-23"},{"text":"Future interventions should move toward a sequenced and clustered approach, such as linking green finance with general capital market development, rather than treating regulatory updates in isolation.","ai_generated":true,"unit":"fsdafri-000181#insight-6","date_modified":"2026-10-23"},{"text":"Regulators have expressed a strong need for formalised implementation support, including handholding for one year post-project, practical learning visits to developed markets like the UK, India, and Malaysia, and secondment of experienced regulators.","ai_generated":true,"unit":"fsdafri-000181#insight-7","date_modified":"2026-10-23"},{"text":"While previous interventions were largely gender agnostic to focus on foundational regulation, future efforts may incorporate gender-focused initiatives such as minimum gender ratios for company boards.","ai_generated":true,"unit":"fsdafri-000181#insight-8","date_modified":"2026-10-23"}],"climate_tags":["sustainable finance","climate bond"],"geography_discussed":["Kenya","Uganda","Rwanda","Ghana","Zambia","Zimbabwe","Nigeria","Ethiopia","WAEMU","Tanzania"],"frame_perspective":[],"analysis_type":["programme evaluation","policy analysis"]},{"id":"afph-000006","url":"https://climateinsightsdirectory.org/document/afph-000006","title":"NAVIGATING CLIMATE ACTION","publisher":{"name":"African Future Policies Hub","organization":"african-future-policies-hub"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://img1.wsimg.com/blobby/go/b2d05cc3-7b8c-4f0d-a62a-66af7434f28f/downloads/039f561d-45a6-4c4b-a3e3-5c88f2878645/Navigating%20the%20Impacts%20of%20Climate%20Change.pdf?ver=1780902966163","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the potential effects of International Maritime Organization (IMO) candidate mid-term GHG measures on African economies. Using a CGE model, it finds that a USD100/t carbon levy would generally reduce GDP and household incomes across Africa, increase global food prices, and reduce the supply of maritime services. A case study of Ghana highlights existing freight cost imbalances and the risk of a stranded fleet of older vessels. The authors argue that for such measures to be equitable, revenues must be redistributed as direct grants (not loans) for out-of-sector climate resilience and mitigation, based on criteria including climate vulnerability and historical emissions contributions.","ai_generated":true,"unit":"afph-000006#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A global shipping levy of USD100 per tonne of carbon is projected to reduce the supply of maritime shipping services among African countries by up to 7%.","ai_generated":true,"unit":"afph-000006#insight-1","date_modified":"2026-10-23"},{"text":"The imposition of a shipping levy is forecast to have negative but limited effects on GDP for most individual African countries, with Equatorial Guinea being the most affected at a reduction of 0.121%.","ai_generated":true,"unit":"afph-000006#insight-2","date_modified":"2026-10-23"},{"text":"The levy is expected to increase global prices for processed food commodities by 0.013% and agricultural commodities by 0.011%, which may threaten food security in African countries that rely heavily on food imports.","ai_generated":true,"unit":"afph-000006#insight-3","date_modified":"2026-10-23"},{"text":"Household incomes in most African countries are projected to fall, with Ghana forecast to see a 0.101% reduction, which is ten times the reduction predicted for European households.","ai_generated":true,"unit":"afph-000006#insight-4","date_modified":"2026-10-23"},{"text":"African trade routes already suffer from structural imbalances; for example, the emissions surcharge for Europe-West Africa trade is nearly ten times higher per nautical mile than for Europe-Canada trade under the EU-ETS.","ai_generated":true,"unit":"afph-000006#insight-5","date_modified":"2026-10-23"},{"text":"There is a significant risk of a 'stranded fleet' in Africa, as many vessels are old tankers running on heavy fuel oil and marine diesel engines that are too expensive to retrofit.","ai_generated":true,"unit":"afph-000006#insight-6","date_modified":"2026-10-23"},{"text":"The report argues that revenue redistribution should be based on a Multidimensional Vulnerability Index (MVI) rather than just Gross National Income per capita, to ensure countries like Ghana, which have high climate vulnerability but middle-income status, are not excluded.","ai_generated":true,"unit":"afph-000006#insight-7","date_modified":"2026-10-23"},{"text":"To adhere to the 'polluter pays' principle, the report recommends that revenues be transferred to climate-vulnerable countries as direct grants rather than loans or interest-bearing instruments.","ai_generated":true,"unit":"afph-000006#insight-8","date_modified":"2026-10-23"},{"text":"Decarbonisation of the maritime sector could provide an opportunity for Africa to become a major producer of green hydrogen, potentially reducing continental emissions by up to 40%.","ai_generated":true,"unit":"afph-000006#insight-9","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","green hydrogen","climate finance","food security","climate change vulnerability","just transition","stranded asset"],"geography_discussed":["Ghana","European Union","People's Republic of China","South Africa","Equatorial Guinea","Egypt","Ethiopia","Nigeria","Morocco"],"frame_perspective":[],"analysis_type":["economic modelling","case study","policy assessment"]},{"id":"africac-000026","url":"https://climateinsightsdirectory.org/document/africac-000026","title":"Scaling insurance for climate resilience in Africa","publisher":{"name":"African Climate Foundation","organization":"african-climate-foundation"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://africanclimatefoundation.org/wp-content/uploads/2026/06/KenyaFinalVersion2Dec.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines Kenya's climate risk insurance landscape, highlighting the effectiveness of government-subsidised programmes like KLIP and KAIP, while identifying significant barriers such as inadequate weather data, low insurance penetration (2.4%), and a substantial adaptation funding gap of approximately KES 853bn annually. It argues for a multi-level risk transfer approach and improved data infrastructure to enhance the commercial viability and impact of climate insurance.","ai_generated":true,"unit":"africac-000026#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Kenya faces severe climate vulnerabilities, with over 70% of natural disasters being climate-related. In 2024, floods affected 40 of 47 counties, causing more than 230 deaths and displacing 40,000 households.","ai_generated":true,"unit":"africac-000026#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant funding gap for climate adaptation in Kenya, with an annual requirement of approximately KES 853bn ($6.6bn), of which 71% is needed for climate resilience. Most current climate finance is directed toward mitigation (79% in 2018) rather than adaptation (11.7% in 2018).","ai_generated":true,"unit":"africac-000026#insight-2","date_modified":"2026-10-23"},{"text":"The Kenyan insurance industry is struggling with profitability due to climate risks; the combined ratio in 2023 was 287%, meaning claims and operating expenses far exceeded premium income. Insurance claims increased by 13.3% in 2023.","ai_generated":true,"unit":"africac-000026#insight-3","date_modified":"2026-10-23"},{"text":"The Kenya Livestock Insurance Programme (KLIP) uses satellite-based NDVI data to provide index-based insurance to pastoralists. Between 2015 and 2021, it triggered $10m in private sector payouts, though administrative delays of over three months have been reported.","ai_generated":true,"unit":"africac-000026#insight-4","date_modified":"2026-10-23"},{"text":"The Kenya Agriculture Insurance Programme (KAIP) is a subsidised area yield index insurance product for crop farmers. By 2020, it insured approximately 750,000 farmers, representing about 20% of Kenya's 3.5 million small-scale crop farmers.","ai_generated":true,"unit":"africac-000026#insight-5","date_modified":"2026-10-23"},{"text":"Insurance penetration in Kenya remains very low at 2.4% as of 2023. Growth is hindered by inadequate weather data infrastructure in rural areas, inconsistent internet connectivity, and a lack of trust and awareness among farmers.","ai_generated":true,"unit":"africac-000026#insight-6","date_modified":"2026-10-23"},{"text":"Basis risk is a major barrier for index-based crop insurance, with estimates suggesting a 16% to 36% chance that farmers suffer losses without receiving compensation due to the mismatch between index triggers and actual local losses.","ai_generated":true,"unit":"africac-000026#insight-7","date_modified":"2026-10-23"},{"text":"Kenya's disaster risk financing is heavily skewed toward drought, which accounts for more than 92% of disaster financing, leaving a critical gap in coverage for floods, particularly urban flooding.","ai_generated":true,"unit":"africac-000026#insight-8","date_modified":"2026-10-23"},{"text":"The insurance sector's participation in adaptation is limited, though initiatives like the Nairobi Declaration on Sustainable Insurance and the Africa Climate Risk Insurance Facility for Adaptation (Acrifa) aim to align investments with climate goals and de-risk agri-food value chains.","ai_generated":true,"unit":"africac-000026#insight-9","date_modified":"2026-10-23"},{"text":"Public-Private Partnerships (PPPs) for adaptation are hindered by the lack of standardised climate-related project appraisal methodologies in Kenya's Public Investment Management (PIM) and inconsistent policy incentives, such as fluctuating VAT exemptions for renewable energy.","ai_generated":true,"unit":"africac-000026#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","disaster risk reduction","climate finance","public–private partnership","climate bond"],"geography_discussed":["Turkana County","Nairobi","Horn of Africa","Djibouti","Ethiopia","Somalia","India","Australia","South Africa"],"frame_perspective":[],"analysis_type":["policy assessment","market analysis","case study"]},{"id":"africac-000027","url":"https://climateinsightsdirectory.org/document/africac-000027","title":"Scaling insurance for climate resilience in Africa","publisher":{"name":"African Climate Foundation","organization":"african-climate-foundation"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://africanclimatefoundation.org/wp-content/uploads/2026/06/SouthAfricaFinal2December.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates how South Africa's sophisticated insurance industry can be leveraged to bridge a R2.3bn annual disaster funding gap and improve climate resilience. While the country has high insurance penetration (10%), non-life coverage remains low among vulnerable groups due to affordability and regulatory costs. The document highlights opportunities in index-based agricultural insurance, municipal risk pooling, and the integration of insurance into social grant systems via SASSA. It also identifies significant transition risks for insurers due to the economy's reliance on carbon-intensive assets and recommends streamlining Public-Private Partnership (PPP) regulations to incentivise private sector investment in adaptation.","ai_generated":true,"unit":"africac-000027#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"South Africa faces severe climate vulnerability, with temperatures rising at twice the global average. Between 2019 and 2024, the country recorded 31 natural disasters, and without adaptation, GDP losses could reach 5.03% by 2050 if global warming exceeds 2°C.","ai_generated":true,"unit":"africac-000027#insight-1","date_modified":"2026-10-23"},{"text":"The South African insurance sector is highly exposed to both physical and transition risks. Transition risks are particularly acute compared to Kenya and Malawi because of the economy's heavy reliance on carbon-intensive industries, with coal providing over 70% of primary energy consumption.","ai_generated":true,"unit":"africac-000027#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","public–private partnership","social protection","climate finance"],"geography_discussed":["Kenya","Malawi","KwaZulu-Natal","Western Cape","Free State"],"frame_perspective":[],"analysis_type":["policy analysis","market assessment","risk assessment"]},{"id":"cdkn-000585","url":"https://climateinsightsdirectory.org/document/cdkn-000585","title":"Gender Equality and Social Inclusion Integration in Development Initiatives Training Manual","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"guide","language":"en","date_published":"2024","source_url":"https://cdkn.org/sites/default/files/2025-06/GESI%20and%20Development%20Training%20Manual-MoPD_final%20%281%29.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The manual establishes a framework for mainstreaming Gender Equality and Social Inclusion (GESI) within Ethiopia's national development and climate change projects. It provides facilitators with a structured eight-session module covering basic GESI concepts, analysis tools, and gender-responsive budgeting. A significant portion of the document focuses on the intersection of climate change and GESI, arguing that climate impacts are distributed unequally and can amplify existing social disparities. The manual advocates for a transition from 'GESI blind' or 'sensitive' approaches toward 'GESI transformative' initiatives that challenge structural power dynamics and norms. It includes practical tools for gender analysis at the household and community levels, such as activity profiles and decision-making matrices, and offers strategies for achieving gender parity within government institutions.","ai_generated":true,"unit":"cdkn-000585#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The manual defines GESI as a framework addressing inequality across multiple dimensions, including gender, ethnicity, race, religion, caste, disability, and age, with the goal of removing barriers to increase access and participation for the most vulnerable groups.","ai_generated":true,"unit":"cdkn-000585#insight-1","date_modified":"2026-10-23"},{"text":"The document distinguishes between 'sex' as a biological attribute and 'gender' as a social attribute shaped by cultural and religious factors, noting that gender roles are often mistaken for natural distinctions.","ai_generated":true,"unit":"cdkn-000585#insight-2","date_modified":"2026-10-23"},{"text":"GESI responsiveness is categorized into five stages: GESI unequal (perpetuates inequality), GESI blind (ignores inequality), GESI sensitive (aware but no direct action), GESI responsive (actively addresses issues), and GESI transformative (aims for structural change in norms and power dynamics).","ai_generated":true,"unit":"cdkn-000585#insight-3","date_modified":"2026-10-23"},{"text":"Climate change is described as an 'amplifier of inequalities' that disproportionately affects the poor and women, particularly in rural areas where women rely more on natural resources for livelihoods.","ai_generated":true,"unit":"cdkn-000585#insight-4","date_modified":"2026-10-23"},{"text":"The manual identifies specific climate-related vulnerabilities for people with disabilities, including limited access to knowledge and resources, compromised health increasing susceptibility to extreme events, and greater difficulties during evacuations.","ai_generated":true,"unit":"cdkn-000585#insight-5","date_modified":"2026-10-23"},{"text":"Gender analysis is presented as a cornerstone for effective mainstreaming, utilizing tools such as the 'Activity profile' (who does what), 'Access and control profile' (who controls resources), and 'Decision-making profile' (who makes decisions).","ai_generated":true,"unit":"cdkn-000585#insight-6","date_modified":"2026-10-23"},{"text":"The manual differentiates between 'practical gender needs' (immediate requirements for survival and daily living) and 'strategic gender needs' (long-term requirements to transform power relations and achieve equality).","ai_generated":true,"unit":"cdkn-000585#insight-7","date_modified":"2026-10-23"},{"text":"Gender-Responsive Budgeting (GRB) is defined not as a separate budget for women, but as a general budget planned and executed in a gender-sensitive way to ensure equitable benefits and resource allocation.","ai_generated":true,"unit":"cdkn-000585#insight-8","date_modified":"2026-10-23"},{"text":"To achieve gender parity within institutions, the manual recommends strategies including leadership commitment, blind recruitment processes, mentorship programmes, and the establishment of zero-tolerance policies for Sexual Harassment and Abuse (SHA).","ai_generated":true,"unit":"cdkn-000585#insight-9","date_modified":"2026-10-23"}],"climate_tags":["gender equality","social inclusion","climate change adaptation","climate change mitigation","climate risk","climate justice","climate change vulnerability","gender mainstreaming","sustainable development"],"geography_discussed":["Bangladesh","Indonesia","Kenya","Philippines","India"],"frame_perspective":[],"analysis_type":["training manual","guidance document"]},{"id":"cdkn-000590","url":"https://climateinsightsdirectory.org/document/cdkn-000590","title":"‘Gender lens’: the approach that low-carbon businesses cannot do without","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":"2024","source_url":"https://cdkn.org/sites/default/files/2024-12/GLOW_%20Gender%20lens%20for%20low%20carbon%20business%20%282024%29.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The brief presents evidence from the Gender Equality in a Low Carbon World (GLOW) programme, demonstrating that integrating gender-responsive policies and women's empowerment into business models enhances the productivity and viability of climate-smart SMEs. It highlights specific successes in aquaculture, hydroponics, and solar irrigation across Africa and Latin America, while urging impact investors and public financiers to adopt gender-lens investment strategies to unlock untapped markets and improve social equity.","ai_generated":true,"unit":"cdkn-000590#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A 'gender lens' approach involves business structures and policies that identify and reduce barriers for women, enable them as leaders and entrepreneurs, and ensure they secure decent work and meaningful benefits from private sector entities.","ai_generated":true,"unit":"cdkn-000590#insight-1","date_modified":"2026-10-23"},{"text":"In Kenya, applying a gender lens to Integrated Multi-Trophic Aquaculture (IMTA) for seaweeds and finfish has improved business results by leveraging the distinct roles and skills of women and men, specifically integrating women's traditional strengths in processing and marketing.","ai_generated":true,"unit":"cdkn-000590#insight-2","date_modified":"2026-10-23"},{"text":"The use of digital technology in Kenyan aquaculture, such as the Aquarech app, empowers women by increasing supply reliability through contracted women farmers and protecting women traders from 'fish for sex' norms by allowing them to procure fish formally.","ai_generated":true,"unit":"cdkn-000590#insight-3","date_modified":"2026-10-23"},{"text":"Gender-responsive training and technology for smallholders in Nicaragua is critical for maintaining access to the European Union market, as new laws from 2025 require firms to demonstrate the environmental integrity and traceability of imports.","ai_generated":true,"unit":"cdkn-000590#insight-4","date_modified":"2026-10-23"},{"text":"In Senegal, the adoption of solar PV power for irrigation has significantly increased the agricultural income of women horticulturalists by more than 200,000 FCFA ($335) and reduced irrigation costs by approximately 125,000 FCFA ($209).","ai_generated":true,"unit":"cdkn-000590#insight-5","date_modified":"2026-10-23"},{"text":"Hydroponic systems in Rwanda, facilitated for women and youth by the social enterprise Green Harvest, can produce up to 500 tons of crops per hectare and use 90% less water than traditional farming methods.","ai_generated":true,"unit":"cdkn-000590#insight-6","date_modified":"2026-10-23"},{"text":"Gender-lens marketing and delivery strategies in East Africa, such as Griincom Kenya's use of female sales agents for organic fertilisers, are projected to increase product uptake by 30% within a year.","ai_generated":true,"unit":"cdkn-000590#insight-7","date_modified":"2026-10-23"},{"text":"Public sector support, including low-interest loans and direct subsidies, is a crucial accelerator for women's entry into low-carbon sectors, as evidenced by the Tangama Market Gardening Union in Guinea.","ai_generated":true,"unit":"cdkn-000590#insight-8","date_modified":"2026-10-23"}],"climate_tags":["photovoltaics","Climate-smart agriculture","carbon footprint","climate finance"],"geography_discussed":["Kenya","Nicaragua","Senegal","Rwanda","Guinea","Africa","Latin America","Central America","European Union"],"frame_perspective":[],"analysis_type":["policy brief","case study analysis"]},{"id":"cdkn-000788","url":"https://climateinsightsdirectory.org/document/cdkn-000788","title":"“Perspectiva de género”: enfoque que no puede faltar en las actividades bajas en carbono","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"es","date_published":"2024","source_url":"https://cdkn.org/sites/default/files/2025-02/SSN%20Glow%20Policy%20Brief_Spanish_V4.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document presents findings from the Gender Equality in a Low Carbon World (GLOW) program, demonstrating how gender-responsive business models in agriculture and aquaculture improve productivity and market access. It highlights specific successes in Kenya, Senegal, Rwanda, and Nicaragua, while urging impact investors and public funders to adopt gender-lens investment strategies to support the energy transition.","ai_generated":true,"unit":"cdkn-000788#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Gender-responsive approaches—which identify and reduce barriers for women and promote their leadership—are described as success strategies for climate-smart businesses rather than just matters of equity.","ai_generated":true,"unit":"cdkn-000788#insight-1","date_modified":"2026-10-23"},{"text":"In Kenya, integrating gender-specific roles in integrated multi-trophic aquaculture (IMTA) for seaweed and finfish improved project efficiency and productivity by leveraging women's traditional strengths in processing and marketing and men's in cultivation and harvesting.","ai_generated":true,"unit":"cdkn-000788#insight-2","date_modified":"2026-10-23"},{"text":"The use of digital technology in Kenyan aquaculture, specifically through the Aquarech Ltd app, has reduced the vulnerability of women traders to harmful social norms such as 'fish for sex' by enabling formal and secure fish procurement.","ai_generated":true,"unit":"cdkn-000788#insight-3","date_modified":"2026-10-23"},{"text":"In Nicaragua, training women smallholders to use a carbon footprint tracking application is critical for maintaining access to the European Union market, which will require proof of environmental integrity for imports starting in 2025.","ai_generated":true,"unit":"cdkn-000788#insight-4","date_modified":"2026-10-23"},{"text":"Adopting solar photovoltaic (PV) energy for irrigation in Senegal has increased agricultural income for women by over 200,000 FCFA ($335) and reduced irrigation costs by approximately 125,000 FCFA ($209).","ai_generated":true,"unit":"cdkn-000788#insight-5","date_modified":"2026-10-23"},{"text":"Hydroponic systems in Rwanda, facilitated by the social enterprise Green Harvest, can produce up to 500 tons of crops per hectare and use up to 90% less water than traditional methods, with plant growth rates 30% to 50% faster.","ai_generated":true,"unit":"cdkn-000788#insight-6","date_modified":"2026-10-23"},{"text":"Gender-responsive marketing and last-mile delivery strategies in East Africa, such as hiring women as part-time sales agents for organic fertilizers in Kenya, are projected to increase product acceptance by 30% within one year.","ai_generated":true,"unit":"cdkn-000788#insight-7","date_modified":"2026-10-23"},{"text":"Gender-lens investment preparation helped eight SMEs supported by Intellecap raise a total of US$1.8 million in funding over three years, with 71% of these SMEs attracting impact investors.","ai_generated":true,"unit":"cdkn-000788#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate finance","sustainable agriculture"],"geography_discussed":["Kenya","Nicaragua","Senegal","Rwanda","Guinea","European Union"],"frame_perspective":[],"analysis_type":["case study","policy analysis"]}]}