{"query_echo":{"q":"","filters":{"geography":["Ghana"]},"warnings":[]},"total":{"value":1595,"relation":"eq"},"page":28,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Ghana&page=28","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Ghana&page=29","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":"iisd-000571","url":"https://climateinsightsdirectory.org/document/iisd-000571","title":"Science-Policy Interfaces: From Warnings to Solutions","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"policy brief","language":"en","date_published":"2022-01-24","source_url":"https://www.iisd.org/articles/science-policy-interfaces","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The policy brief examines the role of science-policy interfaces (SPIs) in identifying environmental risks and informing global policy since the 1972 Stockholm Conference. It analyzes successful models like the IPCC and IPBES, while evaluating current proposals for new SPIs focused on chemicals and waste and food systems. The author highlights the challenges of power imbalances and the need for credibility, inclusivity, and transparency in SPI design.","ai_generated":true,"unit":"iisd-000571#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Since 1972, science-policy interfaces (SPIs) have been established in global environmental governance to bridge the gap between science and policy, with the Intergovernmental Panel on Climate Change (IPCC) serving as the most prominent model.","ai_generated":true,"unit":"iisd-000571#insight-1","date_modified":"2026-10-23"},{"text":"SPIs are categorized into subsidiary bodies, which are often criticized for politicization and acting as \"mini-COPs,\" and stand-alone bodies with their own governing bodies.","ai_generated":true,"unit":"iisd-000571#insight-2","date_modified":"2026-10-23"},{"text":"The Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services (IPBES) expanded the IPCC model by incorporating capacity building, knowledge generation, and a specific objective to enhance the recognition of Indigenous and local knowledge systems by 2030.","ai_generated":true,"unit":"iisd-000571#insight-3","date_modified":"2026-10-23"},{"text":"There is significant support from the scientific community and certain governments—including Costa Rica, Ghana, Mali, Norway, Switzerland, the UK, and Uruguay—for a new global SPI on chemicals and waste to apply the precautionary principle.","ai_generated":true,"unit":"iisd-000571#insight-4","date_modified":"2026-10-23"},{"text":"Proposals for an \"IPCC for Food\" have faced criticism from scientists and organizations like IPES-Food, who argue the initiative is driven by a small group aligned with business and industry and may detract from actual policy action.","ai_generated":true,"unit":"iisd-000571#insight-5","date_modified":"2026-10-23"},{"text":"Effective SPIs are characterized by credibility, relevance, legitimacy, transparency, iterativity, and inclusiveness, and should be policy-relevant without being policy-prescriptive.","ai_generated":true,"unit":"iisd-000571#insight-6","date_modified":"2026-10-23"},{"text":"Designing effective SPIs requires a three-pronged approach: determining expert membership (including diversity and capacity), establishing institutional rules (such as conflict of interest procedures), and deciding which disciplines and ways of knowing (including social sciences and Indigenous knowledge) will inform the work.","ai_generated":true,"unit":"iisd-000571#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change","biodiversity loss","pollution","food system","traditional knowledge","United Nations Framework Convention on Climate Change"],"geography_discussed":["Japan","United Kingdom","Costa Rica","Ghana","Mali","Norway","Switzerland","Uruguay"],"frame_perspective":[],"analysis_type":["policy review","institutional analysis"]},{"id":"fordecl-000135","url":"https://climateinsightsdirectory.org/document/fordecl-000135","title":"Strengthen forest governance and empower communities","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"fact sheet","language":"en","date_published":"2022-01","source_url":"https://forestdeclaration.org/wp-content/uploads/2022/01/Forest-Governance-Progress-since-2014.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document reports that improvements in forest governance are too slow to measurably reduce deforestation, noting that illegal deforestation increased from 49% to 69% between 2014 and 2020. While some progress has been made in establishing environmental frameworks and demand-side regulations, systemic challenges such as corruption, weak rule of law, and a failure to legally recognize IPLC land rights persist. The report highlights that weak forest governance causes over USD 17 billion in annual economic losses and calls for accelerated action to address legal weaknesses and enhance the participation of women and IPLCs in decision-making.","ai_generated":true,"unit":"fordecl-000135#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Forest governance improvements have not been fast enough to measurably reduce deforestation, and illegal deforestation rose from 49% to 69% in the seven years following the launch of the New York Declaration on Forests.","ai_generated":true,"unit":"fordecl-000135#insight-1","date_modified":"2026-10-23"},{"text":"Weak forest governance results in significant economic damage, with estimated annual losses exceeding USD 17 billion due to tax evasion, loss of ecosystem functions, and conflicts with forest communities.","ai_generated":true,"unit":"fordecl-000135#insight-2","date_modified":"2026-10-23"},{"text":"Despite some growth in legally recognized land rights for Indigenous Peoples and Local Communities (IPLCs)—increasing from 11% in 2002 to 15% in 2017 across 41 countries—a 2020 analysis of 42 countries indicates that only about half of IPLC-covered lands are legally recognized.","ai_generated":true,"unit":"fordecl-000135#insight-3","date_modified":"2026-10-23"},{"text":"Progress has been made in legal frameworks and international cooperation, including the adoption of the Escazú Agreement in Latin America and the Caribbean, the seizure of USD 1.5 billion in illegal timber between 2012 and 2017, and the implementation of demand-side regulations in Asian economies such as China, Indonesia, Malaysia, the Republic of Korea, and Vietnam.","ai_generated":true,"unit":"fordecl-000135#insight-4","date_modified":"2026-10-23"},{"text":"Systemic governance challenges persist, particularly in countries with weak rule of law, characterized by high corruption, limited resources for enforcement agencies, and inconsistencies within forest legislation.","ai_generated":true,"unit":"fordecl-000135#insight-5","date_modified":"2026-10-23"}],"climate_tags":["deforestation","illegal logging","land tenure","indigenous rights","environmental law","Global supply chain governance"],"geography_discussed":["Latin America and the Caribbean","Ghana","Cameroon","Indonesia","People's Republic of China","Malaysia","South Korea","Vietnam","European Union","United Kingdom","Ivory Coast","Colombia","Democratic Republic of the Congo","Laos"],"frame_perspective":[],"analysis_type":["progress assessment","policy analysis"]},{"id":"fsdafri-000095","url":"https://climateinsightsdirectory.org/document/fsdafri-000095","title":"Assessing the opportunity for remittance-linked insurance products in sub-Saharan Africa","publisher":{"name":"FSD Africa","organization":"fsd-africa"},"document_type":"research paper","language":"en","date_published":"2022-01","source_url":"https://fsdafrica.org/wp-content/uploads/2025/05/Assessing-the-opportunity-for-remittance-linked-insurance-products-in-sub-Saharan-Africa_January-2022.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study examines the risk management needs of migrants in South Africa sending money to Ghana, Malawi, and Zimbabwe. It finds that senders are primarily concerned with health events, death, and job loss, as these risks threaten their ability to provide financial support to families. While there is interest in insurance for health and funeral costs for both senders and receivers, most currently rely on informal coping mechanisms like savings and borrowing from family. The report suggests that RLIPs should feature clear terms, small discretionary premiums, and a focus on the resilience of loved ones to be successful.","ai_generated":true,"unit":"fsdafri-000095#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Remittance senders in the studied corridors share similar primary concerns for their own well-being, specifically events related to death, health issues, and loss of income, as these events directly impact their ability to send money home.","ai_generated":true,"unit":"fsdafri-000095#insight-1","date_modified":"2026-10-23"},{"text":"There is a strong preference among senders for insurance products that cover health costs, funeral or burial expenses (including repatriation of the body), and income loss due to unemployment.","ai_generated":true,"unit":"fsdafri-000095#insight-2","date_modified":"2026-10-23"},{"text":"For receivers, senders are most concerned about education costs, health events, and funeral expenses, though there is a mismatch between these concerns and the products they are willing to buy; they are most willing to purchase insurance for death, education, and health costs.","ai_generated":true,"unit":"fsdafri-000095#insight-3","date_modified":"2026-10-23"},{"text":"Current risk management for both senders and receivers relies almost exclusively on informal mechanisms, such as personal savings and borrowing from friends or family, with very little use of formal insurance or registered financial institutions.","ai_generated":true,"unit":"fsdafri-000095#insight-4","date_modified":"2026-10-23"},{"text":"Ghanaian remittance senders exhibit a higher level of mistrust toward formal financial services compared to other corridors, emphasizing a need for detailed terms and conditions and evidence of the product's success for others.","ai_generated":true,"unit":"fsdafri-000095#insight-5","date_modified":"2026-10-23"},{"text":"Effective RLIP design should prioritize microinsurance with small, discretionary premiums collected per remittance, clear and concise terms, and the potential for targeted savings wallets to provide more flexibility than traditional insurance.","ai_generated":true,"unit":"fsdafri-000095#insight-6","date_modified":"2026-10-23"}],"climate_tags":["risk management"],"geography_discussed":["Ghana","Malawi","Zimbabwe","sub-Saharan Africa","Cameroon"],"frame_perspective":[],"analysis_type":["demand-side perspective","qualitative research","quantitative survey"]},{"id":"iisd-002964","url":"https://climateinsightsdirectory.org/document/iisd-002964","title":"Gender in Mining Governance: An annotated bibliography for artisanal and small-scale mining (ASM)","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2022-01","source_url":"https://www.iisd.org/system/files/2022-01/gender-mining-governance-bibliography-asm.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report compiles academic articles, toolkits, and policy documents focusing on the role of women in artisanal and small-scale mining (ASM). It highlights systemic marginalization, including restricted access to high-paying roles, finance, and land, while noting that ASM often provides a critical source of income and agency for women. The bibliography emphasizes the need for gender-responsive policies and formalization strategies to prevent further marginalization of women.","ai_generated":true,"unit":"iisd-002964#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The global artisanal and small-scale mining (ASM) sector involves approximately 45 million people, with women estimated to make up nearly 30% of the global workforce as of 2003.","ai_generated":true,"unit":"iisd-002964#insight-1","date_modified":"2026-10-23"},{"text":"Women in ASM face significant marginalization, often being restricted to lower-paid roles such as digging and excluded from leadership and decision-making structures.","ai_generated":true,"unit":"iisd-002964#insight-2","date_modified":"2026-10-23"},{"text":"Gender-specific barriers to women's success in ASM include a lack of access to finance, capital, and land, compounded by restrictive gender norms and the double burden of unpaid household work.","ai_generated":true,"unit":"iisd-002964#insight-3","date_modified":"2026-10-23"},{"text":"Despite these barriers, ASM is a vital economic resource for women, often providing higher earnings than other available options and supporting local development and household survival.","ai_generated":true,"unit":"iisd-002964#insight-4","date_modified":"2026-10-23"},{"text":"Formalization processes in the ASM sector can unintentionally further marginalize women if they do not account for gender dynamics or if requirements are too arduous for women to fulfill.","ai_generated":true,"unit":"iisd-002964#insight-5","date_modified":"2026-10-23"},{"text":"In conflict-affected and high-risk areas (CAHRAs), such as the Democratic Republic of Congo, women face a high risk of sexual and gender-based violence (SGBV), yet protective policies can sometimes lead to their exclusion from lucrative livelihoods.","ai_generated":true,"unit":"iisd-002964#insight-6","date_modified":"2026-10-23"},{"text":"Women's roles in ASM are sometimes influenced by the geomorphology of the site; for example, women are more likely to participate in extraction when deposits have a thin overburden layer.","ai_generated":true,"unit":"iisd-002964#insight-7","date_modified":"2026-10-23"},{"text":"Health risks in ASM are gendered, with women often responsible for mercury amalgamation and decomposition, leading to specific health concerns for them and their children.","ai_generated":true,"unit":"iisd-002964#insight-8","date_modified":"2026-10-23"}],"climate_tags":["gender equality","land tenure","Sustainable Development Goals"],"geography_discussed":["Democratic Republic of the Congo","Tanzania","Ghana","Mali","Uganda","Rwanda","Colombia","Mongolia","Philippines","Madagascar","Indonesia"],"frame_perspective":[],"analysis_type":["annotated bibliography","literature review"]},{"id":"issafri-002144","url":"https://climateinsightsdirectory.org/document/issafri-002144","title":"Cyber diplomacy and Africa’s digital development","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2022-01","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/ar-38.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that African states must transition from being 'junior partners' in global cyber diplomacy to active participants by developing common continental positions and leveraging their demographic position as a future technology market. It highlights the risks of 'norm colonisation' from cyber superpowers and the vulnerability of fragile democracies to information warfare. The author recommends that the African Union recruit 'cyber champions' from digitally mature states and uncouple trade negotiations from cyber diplomacy to ensure a unified approach to digital governance and security.","ai_generated":true,"unit":"issafri-002144#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"African states are frequently marginalized in international cyber discussions, often viewed as 'junior partners' whose presence is primarily to fill quotas in coalitions.","ai_generated":true,"unit":"issafri-002144#insight-1","date_modified":"2026-10-23"},{"text":"The lack of unified, continent-wide positions leads to fragmented cyber policies across Africa, suggesting a need for 'cyber champions' from mature digital states to streamline these efforts.","ai_generated":true,"unit":"issafri-002144#insight-2","date_modified":"2026-10-23"},{"text":"African nations face risks of 'norm colonisation,' where the surveillance cultures of superpowers, particularly China through the rollout of 'smart cities' and affordable hardware, influence domestic norms in environments with weak checks and balances.","ai_generated":true,"unit":"issafri-002144#insight-3","date_modified":"2026-10-23"},{"text":"Fragile democracies in Africa are particularly susceptible to 'information warfare' or operations using AI to manipulate public opinion during critical periods such as elections, as seen in South Africa, Nigeria, and Kenya.","ai_generated":true,"unit":"issafri-002144#insight-4","date_modified":"2026-10-23"},{"text":"African states may suffer 'collateral damage' from geopolitical cyber conflicts between superpowers rather than being the primary targets, as demonstrated by the 2016 'Anonymous' attacks.","ai_generated":true,"unit":"issafri-002144#insight-5","date_modified":"2026-10-23"},{"text":"There is a significant gap in the ratification and implementation of cybercrime frameworks; the Malabo Convention has failed to achieve widespread adoption, and the Budapest Convention is often viewed as a 'foreign' instrument.","ai_generated":true,"unit":"issafri-002144#insight-6","date_modified":"2026-10-23"},{"text":"Africa can use its demographic growth—projected by the World Bank to provide one in four of the world's people by 2050—to position itself as a critical future marketplace and source of innovation to gain leverage in setting global digital rules.","ai_generated":true,"unit":"issafri-002144#insight-7","date_modified":"2026-10-23"}],"climate_tags":["capacity building"],"geography_discussed":["Kenya","South Africa","Mauritius","Nigeria","Ethiopia","People's Republic of China","United States","United Kingdom","Zimbabwe","Ghana","Algeria","Egypt"],"frame_perspective":[],"analysis_type":["policy analysis","strategic assessment"]},{"id":"wwf-000637","url":"https://climateinsightsdirectory.org/document/wwf-000637","title":"Building Transparency and Accountability in Natural Resource Management (NRM)","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"guide","language":"en","date_published":"2022-01","source_url":"https://www.worldwildlife.org/documents/1329/61rl3osrdt_TNRC_CARE_Social_Accountability_Practice_Note.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that collaborative social accountability—focused on dialogue, trust-building, and inclusive participation—is often more effective than confrontational or purely legal anti-corruption approaches in NRM. Through case studies in Uganda, Nepal, and Vietnam, it demonstrates that empowering marginalized groups, utilizing ICT for monitoring, and conducting political economy analyses can increase state responsiveness and reduce illegal resource extraction.","ai_generated":true,"unit":"wwf-000637#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In Uganda, the Forest Resource Sector Transparency (FOREST) Program (2013-2017) significantly reduced illegal forest activities, including a decrease in illegal extraction of protected forests from 90 percent in 2014 to 29 percent in 2017. The program also reduced illegal farms from 14 percent to four percent and completely eliminated livestock grazing in Central Forest Reserves.","ai_generated":true,"unit":"wwf-000637#insight-1","date_modified":"2026-10-23"},{"text":"The FOREST Program in Uganda increased citizen oversight and state responsiveness by implementing ICT-enabled reporting and multi-stakeholder forums. This led to over 1,000 citizens reporting irregular practices and the resolution of approximately 625 cases by the National Forestry Authority (NFA), achieving an 86 percent resolution rate.","ai_generated":true,"unit":"wwf-000637#insight-2","date_modified":"2026-10-23"},{"text":"In Nepal, the USAID Hariyo Ban and SAMARTHYA programs improved NRM governance by focusing on gender equality and social inclusion (GESI). Efforts included the development of over 331 community adaptation plans of action and 90 local adaptation plans of action, which benefited 288,499 vulnerable people and reduced the risk of resource exploitation.","ai_generated":true,"unit":"wwf-000637#insight-3","date_modified":"2026-10-23"},{"text":"The 'Land Rights Vietnam' project (2016-2018) utilized 'insider advocacy' and consensus-building to influence the 2017 Law on Forestry, which granted ethnic minorities full legal rights to access and control ancestral and customary forests. This approach was deemed more effective than confrontation in a context with limited civic space.","ai_generated":true,"unit":"wwf-000637#insight-4","date_modified":"2026-10-23"},{"text":"The document identifies a critical need to balance 'collaborative engagement' (proactive) and 'confrontational' (reactive) accountability techniques. While collaborative approaches build trust and are better tolerated in contested environments, confrontational tools—such as investigative journalism used in Uganda—are necessary to prevent constructive approaches from becoming 'toothless'.","ai_generated":true,"unit":"wwf-000637#insight-5","date_modified":"2026-10-23"},{"text":"Political Economy Analysis (PEA) is highlighted as a fundamental tool for NRM programming to understand power dynamics and identify 'champions' within state institutions. In Uganda, PEA helped identify gaps in community feedback and inaction by the NFA that had previously demotivated civic monitoring.","ai_generated":true,"unit":"wwf-000637#insight-6","date_modified":"2026-10-23"}],"climate_tags":["natural resource management","land tenure","biodiversity conservation","climate change adaptation"],"geography_discussed":["Albertine Rift Valley","Masindi","Tu Mơ Rông","Ghana"],"frame_perspective":[],"analysis_type":["case study","practice note"]},{"id":"afrodad-000032","url":"https://climateinsightsdirectory.org/document/afrodad-000032","title":"A feminist approach to debt","publisher":{"name":"African Forum and Network on Debt and Development","organization":"african-forum-and-network-on-debt-and-development"},"document_type":"research paper","language":"en","date_published":"2022","source_url":"https://afrodad.org/sites/default/files/publications/A%20feminist%20approach%20to%20debt_Final_BS-spread_0%20%281%29.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the intersection of debt, capitalism, and patriarchy in Africa, arguing that neoliberal debt architectures and austerity measures externalise the costs of social reproduction onto women. It highlights how sovereign debt crises lead to cuts in public services, which in turn drives households toward predatory private lending and microfinance. The author calls for a systemic reform of the global financial architecture, including debt relief without conditionalities, progressive domestic resource mobilisation, and stricter regulation of predatory lending to protect vulnerable populations.","ai_generated":true,"unit":"afrodad-000032#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The document argues that debt in Africa is not merely a financial crisis but a structural issue at the intersection of capitalism and patriarchy, where neoliberal policies have led to 'policy externalization' and the transfer of state provisioning burdens to households, with women bearing the disproportionate cost.","ai_generated":true,"unit":"afrodad-000032#insight-1","date_modified":"2026-10-23"},{"text":"Historical Structural Adjustment Programmes (SAPs) implemented by International Financial Institutions (IFIs) in the 1980s and 1990s exacerbated gender inequalities by cutting social spending on health and education, which increased the burden of unpaid care work for women and girls.","ai_generated":true,"unit":"afrodad-000032#insight-2","date_modified":"2026-10-23"}],"climate_tags":["microfinance","climate justice"],"geography_discussed":["Zambia","Angola","Republic of the Congo","Tanzania","South Africa","Kenya","Ivory Coast","Senegal","Ghana","Uganda","Algeria","Nigeria","Morocco","Tunisia","Seychelles"],"frame_perspective":[],"analysis_type":["theoretical analysis","policy review","socio-economic assessment"]},{"id":"cdkn-000630","url":"https://climateinsightsdirectory.org/document/cdkn-000630","title":"FICHE RÉGIONALE AFRIQUE DE L’OUEST","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"fact sheet","language":"fr","date_published":"2022","source_url":"https://cdkn.org/sites/default/files/2022-04/IPCC%20Regional%20Factsheet%202_West%20Africa%E2%80%93FR_web.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details how West Africa is experiencing warming faster than the global average, leading to increased heatwaves, erratic rainfall, and severe economic losses. It highlights critical vulnerabilities in health, food security, and coastal infrastructure, while emphasizing the urgent need for increased climate finance and data collection to support transformative adaptation.","ai_generated":true,"unit":"cdkn-000630#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"West Africa has experienced warming exceeding the global average, with annual and seasonal temperatures increasing by 1 to 3°C since the mid-1970s, particularly in the Sahara and Sahel regions.","ai_generated":true,"unit":"cdkn-000630#insight-1","date_modified":"2026-10-23"},{"text":"Climate change has significantly altered precipitation patterns in West Africa since the mid-1990s, resulting in fewer but more intense rainfall events and an increase in extreme precipitation and flooding between 1981 and 2010.","ai_generated":true,"unit":"cdkn-000630#insight-2","date_modified":"2026-10-23"},{"text":"The region faces severe data constraints due to underinvestment in meteorological stations and research; between 1990 and 2019, Africa received only 3.8% of global climatological research funding, with 78% of that amount allocated to institutions in the North.","ai_generated":true,"unit":"cdkn-000630#insight-3","date_modified":"2026-10-23"},{"text":"Future warming poses extreme health risks; at 2.5°C of warming, the risk of additional heat-related deaths in North, West, and East Africa is estimated at 50 to 180 per 100,000 people annually.","ai_generated":true,"unit":"cdkn-000630#insight-4","date_modified":"2026-10-23"},{"text":"Agricultural productivity has declined sharply, with climate change reducing agricultural productivity in Africa by nearly 34% since the 1960s, a higher decrease than in any other global region.","ai_generated":true,"unit":"cdkn-000630#insight-5","date_modified":"2026-10-23"},{"text":"Coastal cities in West Africa are highly vulnerable to sea-level rise; by 2030, 47 million people in West Africa are expected to be exposed, increasing to 111-122 million by 2060.","ai_generated":true,"unit":"cdkn-000630#insight-6","date_modified":"2026-10-23"},{"text":"Economic impacts are severe, with estimates showing that African countries' GDP per capita was on average 13.6% lower between 1991 and 2010 than it would have been without anthropogenic climate change.","ai_generated":true,"unit":"cdkn-000630#insight-7","date_modified":"2026-10-23"},{"text":"Climate-induced migration is a significant adaptation strategy and risk; by 2050, West Africa could see over 50 million internal climate migrants under a 2.5°C warming scenario.","ai_generated":true,"unit":"cdkn-000630#insight-8","date_modified":"2026-10-23"},{"text":"Sea-level rise and coastal erosion threaten numerous heritage sites, including the island of Saint-Louis in Senegal and several natural reserves in Ghana, Guinea-Bissau, Mauritania, and Gambia.","ai_generated":true,"unit":"cdkn-000630#insight-9","date_modified":"2026-10-23"},{"text":"Adaptation is hindered by a lack of funding; annual financial flows for adaptation in Africa are billions of dollars below the estimated short-term costs, and much of the climate finance provided between 2014 and 2018 was in the form of debt rather than grants.","ai_generated":true,"unit":"cdkn-000630#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate change","heat wave","marine heatwave","flood","drought","sea level rise","biodiversity loss","food security","agricultural productivity","climate finance","climate migration","public health","urbanization","ecosystem-based adaptation","Climate-smart agriculture","early warning system","coastal erosion"],"geography_discussed":["Lagos","Sahara","Sahel","Burkina Faso","Ghana","Abidjan","Niamey","Kano","Dakar","Freetown","Cotonou","Porto-Novo"],"frame_perspective":[],"analysis_type":["impact assessment","risk projection","adaptation analysis"]},{"id":"cdkn-000631","url":"https://climateinsightsdirectory.org/document/cdkn-000631","title":"FACTSHEET WEST AFRICA","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"fact sheet","language":"en","date_published":"2022","source_url":"https://cdkn.org/sites/default/files/2022-03/IPCC%20Regional%20Factsheet%202_West%20Africa_web.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"West Africa has experienced warming of 1–3°C since the mid-1970s, leading to increased heatwaves, variable rainfall, and widespread losses in GDP and food productivity. Future projections indicate severe risks, including a potential 30% decline in marine fisheries catch and significant population exposure to sea level rise, particularly in coastal cities like Lagos and Abidjan. Adaptation requires transformative, ecosystem-based approaches and a significant increase in climate finance, as current funding is insufficient and heavily skewed toward non-African institutions.","ai_generated":true,"unit":"cdkn-000631#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"West Africa has experienced significant warming and weather extremes since the mid-1970s, with average annual and seasonal surface temperatures increasing by 1–3°C, particularly in the Sahara and Sahel. The region has seen an increase in the frequency of very hot days (over 35°C) by 1–9 days per decade and tropical nights by 4–13 nights per decade between 1961–2014.","ai_generated":true,"unit":"cdkn-000631#insight-1","date_modified":"2026-10-23"},{"text":"Climate change has caused substantial economic losses in West Africa, with GDP per capita estimated to be 13.6% lower between 1991 and 2010 than it would have been without human-induced climate change. Specific impacts include flood-induced damages of US$ 850 million from rainfall and US$ 555 million from riverine floods in Benin, Côte d’Ivoire, Senegal, and Togo in 2017, and US$ 200 million in losses from 2011 floods in Lagos, Nigeria.","ai_generated":true,"unit":"cdkn-000631#insight-2","date_modified":"2026-10-23"},{"text":"Food systems are under severe pressure, with climate change slowing agricultural productivity growth in Africa by 34% since the 1960s. Future risks include a projected decline in sorghum and maize yields (9% for maize) at 1.5°C warming. Marine fisheries catch potential is projected to decline by more than 30% at 2°C warming, potentially leaving millions of people in West Africa vulnerable to iron, vitamin A, and omega-3 fatty acid deficiencies.","ai_generated":true,"unit":"cdkn-000631#insight-3","date_modified":"2026-10-23"},{"text":"Coastal urban areas in West Africa face extreme risks from sea level rise, with 47 million people projected to be exposed by 2030, increasing to 111–122 million by 2060. Expected aggregate damages by 2050 are projected at US$ 3.7 to 9.4 billion for Lagos and US$ 14.3 to 49.6 billion for Abidjan.","ai_generated":true,"unit":"cdkn-000631#insight-4","date_modified":"2026-10-23"},{"text":"Climate-related internal migration is a major trend, with West Africa identified as a hotspot; projected internal migrants could reach over 50 million by 2050 under a 2.5°C warming scenario. While often a response to water stress and reduced crop productivity, migration can serve as an effective adaptation strategy for farmers to earn income and mitigate productivity fluctuations.","ai_generated":true,"unit":"cdkn-000631#insight-5","date_modified":"2026-10-23"},{"text":"Adaptation efforts are severely hindered by a lack of finance and data. Between 1990 and 2019, Africa received only 3.8% of global climate-related research funding, with 78% of that funding going to EU and North American institutions rather than African ones. Current annual adaptation finance flows are billions of dollars below the lowest cost estimates for near-term climate change.","ai_generated":true,"unit":"cdkn-000631#insight-6","date_modified":"2026-10-23"}],"climate_tags":["heat wave","marine heatwave","rain","flood","drought","sea level rise","biodiversity loss","climate finance","ecosystem-based adaptation","sustainable development","urbanization","Nationally Determined Contributions"],"geography_discussed":["Lagos","Abidjan","Sahara","Sahel","Burkina Faso","Ghana","Nigeria","Mali","Sierra Leone","Benin","Ivory Coast","Senegal","Togo","Mauritania","Guinea","Guinea-Bissau","The Gambia","Liberia","Niger"],"frame_perspective":[],"analysis_type":["impact assessment","risk projection","adaptation analysis","investment gap analysis"]},{"id":"cdkn-000850","url":"https://climateinsightsdirectory.org/document/cdkn-000850","title":"Advancing gender-equitable and socially-inclusive climate-resilient development","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"fact sheet","language":"en","date_published":"2022","source_url":"https://cdkn.org/sites/default/files/2022-11/WEB_SSN%20CDKN%20Leaflet_Final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed"],"summary":{"text":"The Climate and Development Knowledge Network (CDKN) is implementing a five-year programme (2022–27) focused on accelerating locally-led, equitable, and ecosystem-based climate action. The initiative targets disadvantaged groups, including women, Indigenous Peoples, and migrants, across Africa, South Asia, and Latin America. CDKN's strategy centers on three priority areas: integrating gender equality and social inclusion into climate policies, enabling inclusive finance for local action, and implementing effective ecosystem-based adaptation. The approach emphasizes 'knowledge-into-action' by combining local, Indigenous, and scientific knowledge to strengthen Southern leadership and institutional capacity.","ai_generated":true,"unit":"cdkn-000850#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between 2022 and 2027, CDKN will focus on accelerating climate action that is ecosystem-based, financed, and locally-led, specifically aiming to strengthen the climate leadership of disadvantaged groups such as women, children, elderly people, Indigenous Peoples, migrants, displaced people, and those in informal settlements.","ai_generated":true,"unit":"cdkn-000850#insight-1","date_modified":"2026-10-23"},{"text":"CDKN has identified three priority action areas: the integration of social inclusion and gender equality within climate practice and policy, the provision of inclusive finance for locally-led action, and the implementation of effective ecosystem-based adaptation.","ai_generated":true,"unit":"cdkn-000850#insight-2","date_modified":"2026-10-23"},{"text":"The CDKN 'knowledge-into-action' approach utilizes six elements—leadership, collaboration, context, knowledge, learning, and capacity—to weave together scientific, local, and Indigenous knowledge for the co-creation of climate solutions.","ai_generated":true,"unit":"cdkn-000850#insight-3","date_modified":"2026-10-23"}],"climate_tags":["gender equality","social inclusion","sustainable development","Community based adaptation","ecosystem-based adaptation","climate finance","traditional knowledge","capacity building"],"geography_discussed":["India","Bangladesh","Nepal","Colombia","Ecuador","Peru","Ghana","Namibia","Ethiopia","Kenya","Netherlands","Canada"],"frame_perspective":[],"analysis_type":[]},{"id":"climstra-000279","url":"https://climateinsightsdirectory.org/document/climstra-000279","title":"Exploring Just Transition in the Global South","publisher":{"name":"Climate Strategies","organization":"climate-strategies"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://climatestrategies.org/wp-content/uploads/2022/05/Exploring-Just-Transition-in-the-Global-South_FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines how a 'just transition'—ensuring the costs of moving to low-carbon societies are fairly distributed—can be applied in the Global South. Through studies in nine countries, it identifies systemic barriers such as high rates of informal labour, insecure land tenure, and a lack of socio-economic data. It argues that international climate finance is currently too focused on technical transitions and must be broadened to support the social and economic needs of affected communities, including re-skilling and social safety nets.","ai_generated":true,"unit":"climstra-000279#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Familiarity with the just transition concept is often superficial in Global South countries, even when governments include it in their Nationally Determined Contributions (NDCs) or domestic climate plans.","ai_generated":true,"unit":"climstra-000279#insight-1","date_modified":"2026-10-23"},{"text":"The prevalence of informal labour markets in the Global South complicates just transition efforts, as these workers often lack union representation and are not recognised by national manpower laws or social security schemes.","ai_generated":true,"unit":"climstra-000279#insight-2","date_modified":"2026-10-23"},{"text":"Insecure and poorly defined land tenure systems in the Global South can leave vulnerable groups, particularly women and indigenous people, excluded from support strategies for climate adaptation or mitigation.","ai_generated":true,"unit":"climstra-000279#insight-3","date_modified":"2026-10-23"},{"text":"In some instances, climate adaptation programmes may inadvertently increase the vulnerability of smallholder farmers by benefiting larger investors and restricting access to critical resources like water.","ai_generated":true,"unit":"climstra-000279#insight-4","date_modified":"2026-10-23"},{"text":"Energy transition debates in the Global South do not always start from a premise of low-carbon transition, as some governments continue to promote high-carbon industries like coal to drive industrialisation and economic growth.","ai_generated":true,"unit":"climstra-000279#insight-5","date_modified":"2026-10-23"},{"text":"Significant gaps in data regarding income, poverty, and employment impacts, as well as a lack of local expertise, hinder the ability of governments to plan and maintain continuity in just transition strategies.","ai_generated":true,"unit":"climstra-000279#insight-6","date_modified":"2026-10-23"},{"text":"International climate finance is primarily targeted at techno-economic transitions to reduce emissions or adapt to impacts, with insufficient funding for the socio-economic measures required to ensure outcomes are just.","ai_generated":true,"unit":"climstra-000279#insight-7","date_modified":"2026-10-23"}],"climate_tags":["just transition","climate finance","Nationally Determined Contributions","land tenure","energy transition","Coal phase-out","climate change adaptation","sustainable agriculture","forestry","circular economy"],"geography_discussed":["Nairobi","Bali Island"],"frame_perspective":[],"analysis_type":["policy analysis","case study"]},{"id":"commyale-000264","url":"https://climateinsightsdirectory.org/document/commyale-000264","title":"international public opinion on climate change 2022","publisher":{"name":"Yale Program on Climate Change Communication","organization":"yale-program-on-climate-change-communication"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://climatecommunication.yale.edu/app/uploads/2023/07/international-public-opinion-on-climate-change-2022b.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report presents survey data from 108,946 Facebook users worldwide, revealing high global levels of worry and belief that climate change is happening, though perceptions of its causes and the responsibility for action vary significantly by region. While there is widespread support for renewable energy and the belief that climate action will not harm economic growth, willingness to engage in organized climate activism remains low in most regions, with a notable exception in Sub-Saharan Africa.","ai_generated":true,"unit":"commyale-000264#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"While a vast majority of respondents globally believe climate change is occurring, knowledge levels and beliefs about its causes vary. Respondents in Finland (92%) and Hungary (90%) are most likely to report knowing a moderate to large amount, whereas those in Benin (34%), the Democratic Republic of the Congo, Nigeria, and Haiti (all 32%) are most likely to have never heard of it. Regarding causality, majorities in 108 of 110 areas believe human activities are at least partially responsible, but only 26 areas have a majority who believe it is mostly caused by humans, with the highest agreement in Spain (65%), Sweden (61%), and Taiwan (60%).","ai_generated":true,"unit":"commyale-000264#insight-1","date_modified":"2026-10-23"},{"text":"Worry about climate change is widespread, with majorities in 108 of 110 areas expressing concern. The highest levels of worry are found in Mexico (95%), Portugal (93%), and Chile (93%), while the lowest are in Yemen (32%) and Jordan (48%). Most respondents (76 of 110 areas) believe climate change will harm future generations 'a great deal,' but far fewer (17 of 110 areas) believe it will harm them personally 'a great deal,' with the highest personal risk perceived in Malawi (62%) and Chile (61%).","ai_generated":true,"unit":"commyale-000264#insight-2","date_modified":"2026-10-23"},{"text":"Perceptions of responsibility for reducing climate pollution are split across three main entities. In 42 areas, the government is seen as most responsible (e.g., Romania, Uzbekistan, and Lebanon at 50%); in another 42 areas, individual people are seen as most responsible (e.g., El Salvador at 52%); and in 25 areas, businesses are viewed as most responsible (e.g., Germany and Mexico at 43%). Despite these differences, 104 of 110 areas believe climate change should be a high or very high government priority.","ai_generated":true,"unit":"commyale-000264#insight-3","date_modified":"2026-10-23"},{"text":"There is strong global support for the economic viability of climate action and the transition to renewable energy. Majorities in 109 of 110 areas believe that reducing climate change will either improve economic growth and jobs or have no effect. Additionally, 109 of 110 areas support increasing the use of renewable energy, with the highest support in Hungary (91%), Portugal (89%), and Spain (89%).","ai_generated":true,"unit":"commyale-000264#insight-4","date_modified":"2026-10-23"},{"text":"Support for reducing fossil fuel use is less uniform than support for renewables. Majorities in 41 of 110 areas support decreasing fossil fuel use, led by Denmark (79%), the UK (72%), and Sweden (72%). Conversely, 13 areas have majorities who believe their country should increase fossil fuel use, including Ghana (58%) and Mozambique (57%), although these same populations also support increasing renewable energy.","ai_generated":true,"unit":"commyale-000264#insight-5","date_modified":"2026-10-23"},{"text":"Willingness to join organized climate activism is generally low, with majorities in only 20 of 108 surveyed areas expressing a definite willingness to join such groups. This trend is most pronounced in Sub-Saharan Africa, where majorities in 12 of 17 areas would join, including Zambia (75%) and Malawi (74%). In contrast, no surveyed areas in Europe, North America, or South America had a majority willing to join an organized group.","ai_generated":true,"unit":"commyale-000264#insight-6","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","fossil fuel","economic growth","climate policy"],"geography_discussed":["Europe","sub-Saharan Africa","South America","Southwest Asia and North Africa","North America","Finland","Hungary","Benin","Democratic Republic of the Congo","Nigeria","Haiti","Spain","Sweden","Taiwan","Indonesia","Yemen","Germany","Algeria","Cambodia","Mexico","Portugal","Chile","Jordan","Puerto Rico","Costa Rica","Malawi","Czech Republic","Norway","Angola","Zambia","Sri Lanka","Romania","Uzbekistan","Lebanon","El Salvador","Panama","Australia","Bangladesh","Brazil","Japan","Mozambique","Ghana","Netherlands"],"frame_perspective":[],"analysis_type":["public opinion survey"]},{"id":"costratri-000181","url":"https://climateinsightsdirectory.org/document/costratri-000181","title":"U.S. GOVERNMENT GLOBAL WATER STRATEGY 2022-2027","publisher":{"name":"The Council on Strategic Risks","organization":"the-council-on-strategic-risks"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://councilonstrategicrisks.org/wp-content/uploads/2025/10/29.-US-Global-Water-Strategy-2022.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The U.S. Government Global Water Strategy 2022-2027 establishes a whole-of-government approach to achieve a water-secure world. It prioritizes four strategic objectives: strengthening sector governance and financing, increasing equitable access to climate-resilient water and sanitation services, improving the conservation of freshwater resources, and reducing water-related conflict. The strategy emphasizes local leadership, the needs of marginalized populations, and the integration of climate resilience. Implementation is coordinated through the Interagency Water Working Group (IWWG) and focuses on High-Priority Countries (HPCs) identified by a data-driven needs and opportunity index. Specific agency plans from USAID, the Department of State, CDC, and others detail how they will leverage technical expertise, diplomatic engagement, and financial tools to meet these goals.","ai_generated":true,"unit":"costratri-000181#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The U.S. government has identified four interconnected strategic objectives for the 2022-2027 period: strengthening sector governance, financing, institutions, and markets; increasing equitable access to safe, sustainable, and climate-resilient water and sanitation services; improving climate-resilient conservation and management of freshwater resources; and anticipating and reducing water-related conflict and fragility.","ai_generated":true,"unit":"costratri-000181#insight-1","date_modified":"2026-10-23"},{"text":"USAID has set specific targets for the 2022-2027 period, including providing 22 million people with sustainable drinking water services and 22 million people with sustainable sanitation services, and mobilizing $1 billion in financing for water security and resilient watersheds beyond direct investments.","ai_generated":true,"unit":"costratri-000181#insight-2","date_modified":"2026-10-23"},{"text":"The strategy prioritizes a shift from providing quick infrastructure fixes to building self-sustaining systems, emphasizing local leadership and the capacity of local actors to ensure investments are durable.","ai_generated":true,"unit":"costratri-000181#insight-3","date_modified":"2026-10-23"},{"text":"Climate change is identified as a primary driver of water insecurity, increasing the frequency of extreme events like floods and droughts, which the strategy addresses through nature-based solutions and climate change adaptation.","ai_generated":true,"unit":"costratri-000181#insight-4","date_modified":"2026-10-23"},{"text":"The U.S. government identifies High-Priority Countries (HPCs) using a four-step analytical process involving a WASH Needs Index, an Opportunity Score, programmatic considerations, and the presence of a bilateral USAID mission.","ai_generated":true,"unit":"costratri-000181#insight-5","date_modified":"2026-10-23"},{"text":"The strategy explicitly targets marginalized and underserved populations, including women, girls, Indigenous Peoples, and LGBTQI+ individuals, to reduce inequalities in water access and resource allocation.","ai_generated":true,"unit":"costratri-000181#insight-6","date_modified":"2026-10-23"},{"text":"The Department of State uses diplomatic tools to raise the profile of water and sanitation in national development plans and promotes the peaceful resolution of disputes over shared waters.","ai_generated":true,"unit":"costratri-000181#insight-7","date_modified":"2026-10-23"},{"text":"The CDC focuses on the intersection of water and public health, specifically targeting waterborne diseases like cholera, typhoid, and hepatitis E, and strengthening WASH in healthcare facilities.","ai_generated":true,"unit":"costratri-000181#insight-8","date_modified":"2026-10-23"},{"text":"NASA provides critical global monitoring and modeling of the hydrological system through satellite observations, such as the GRACE mission for groundwater and the SWOT mission for surface water.","ai_generated":true,"unit":"costratri-000181#insight-9","date_modified":"2026-10-23"},{"text":"The DFC aims to commit $500 million in water sector financing by the end of 2025, utilizing tools like blue bonds and debt-for-nature swaps to mobilize private capital for water infrastructure.","ai_generated":true,"unit":"costratri-000181#insight-10","date_modified":"2026-10-23"},{"text":"The U.S. Army Corps of Engineers (USACE) serves as an executing agent providing technical expertise in water resources planning, dam safety, and river basin modeling to other agencies and foreign governments.","ai_generated":true,"unit":"costratri-000181#insight-11","date_modified":"2026-10-23"},{"text":"The International Trade Administration (ITA) supports the GWS by helping U.S. water and wastewater treatment companies export technologies and services to emerging markets.","ai_generated":true,"unit":"costratri-000181#insight-12","date_modified":"2026-10-23"},{"text":"The strategy recognizes that water insecurity can exacerbate state fragility and the risk of state failure, particularly in shared water bodies where no cooperative agreements exist.","ai_generated":true,"unit":"costratri-000181#insight-13","date_modified":"2026-10-23"}],"climate_tags":["water security","climate change adaptation","nature-based solutions","greenhouse gas emissions","water management","Flood risk management"],"geography_discussed":["United States","Cambodia","Kenya","Mozambique","Nepal","Philippines","Senegal","South Africa","Zambia","Vietnam","India","Jordan","Cape Verde","Mongolia","Timor-Leste","Niger","Lesotho","Brazil","Canada","Mexico","Algeria","Belize","Uzbekistan","Ghana","Israel"],"frame_perspective":[],"analysis_type":["policy framework","strategic plan"]},{"id":"fsdafri-000069","url":"https://climateinsightsdirectory.org/document/fsdafri-000069","title":"Impact Report 2022","publisher":{"name":"FSD Africa","organization":"fsd-africa"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://fsdafrica.org/wp-content/uploads/2025/05/23.03.07-Impact-Report-Final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"FSD Africa's 2022 Impact Report details the agency's efforts to deepen African capital markets and transition toward a green economy. Key achievements include mobilising £1.9 billion in long-term capital, supporting the issuance of pioneering gender bonds in Tanzania and Morocco, and expanding green finance initiatives. The report highlights the agency's 'green strategy' target to have 70% of its portfolio be green by 2025, alongside specific interventions in geothermal risk transfer, carbon markets, and COVID-19 emergency job protection in Ethiopia.","ai_generated":true,"unit":"fsdafri-000069#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"FSD Africa has transitioned to a green strategy for 2021–2025, committing £52 million to green programmes as of 2022, with a target to reach £122 million by 2025 and for 70% of its portfolio to be green.","ai_generated":true,"unit":"fsdafri-000069#insight-1","date_modified":"2026-10-23"},{"text":"The agency has facilitated the flow of approximately £1.9 billion into key development sectors, including energy, housing, and MSMEs, and has increased financial service access for nearly 12 million people.","ai_generated":true,"unit":"fsdafri-000069#insight-2","date_modified":"2026-10-23"},{"text":"FSD Africa supported the issuance of the first gender bonds in Sub-Saharan Africa (Tanzania) and Africa (Morocco), raising £25.2 million and £15.9 million respectively to finance women entrepreneurs.","ai_generated":true,"unit":"fsdafri-000069#insight-3","date_modified":"2026-10-23"},{"text":"In Nigeria, the agency's green bond programme supported six issuers and catalysed £122 million for climate change purposes, creating over 5,000 green jobs.","ai_generated":true,"unit":"fsdafri-000069#insight-4","date_modified":"2026-10-23"},{"text":"A geothermal risk transfer programme in East Africa, involving five Kenyan insurance companies, aims to provide emissions-free electricity to over 30 million people and prevent 3 million tonnes of CO2eq emissions annually in Kenya and Ethiopia.","ai_generated":true,"unit":"fsdafri-000069#insight-5","date_modified":"2026-10-23"},{"text":"The agency is supporting the Taskforce for Nature-related Financial Disclosures (TNFD) framework and established the African Natural Capital Alliance (ANCA) in June 2022 to help financial institutions manage nature-related risks.","ai_generated":true,"unit":"fsdafri-000069#insight-6","date_modified":"2026-10-23"},{"text":"To mitigate COVID-19 impacts, FSD Africa managed an Emergency Jobs Protection Facility in Ethiopia that supported 24 factories, enabling 92% of participating factories to retain 80% or more of their workforce.","ai_generated":true,"unit":"fsdafri-000069#insight-7","date_modified":"2026-10-23"},{"text":"The agency invested £7.2 million in the Blue Orchard Covid-19 Emerging & Frontier Markets MSME Support Fund, which reached 10 MFIs and supported 42,900 MSMEs in countries including Kenya, Tanzania, Botswana, and Burkina Faso.","ai_generated":true,"unit":"fsdafri-000069#insight-8","date_modified":"2026-10-23"}],"climate_tags":["sustainable finance","climate finance","climate bond","carbon emission trading","natural capital","geothermal energy","climate resilience","environmental, social and corporate governance","nature-based solutions","renewable energy"],"geography_discussed":["Kenya","Nigeria","Tanzania","Morocco","Ethiopia","Ghana","Namibia","Botswana","Burkina Faso","Rwanda","Zambia","Zimbabwe"],"frame_perspective":[],"analysis_type":["impact assessment","performance report"]},{"id":"iisd-002341","url":"https://climateinsightsdirectory.org/document/iisd-002341","title":"WOMEN AND THE MINE OF THE FUTURE","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.iisd.org/system/files/2023-04/women-mine-of-the-future-ghana.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report examines the status of women in Ghana's large-scale mining sector, finding that women are significantly underrepresented, particularly in technical and senior roles. It identifies barriers such as cultural norms, a lack of STEM education, and inadequate childcare facilities, while highlighting the role of company initiatives and advocacy groups in promoting gender inclusivity.","ai_generated":true,"unit":"iisd-002341#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women's representation in the mining and quarrying sector is low, accounting for 18% of total employment in 2017. Within the specific group of 23 large-scale mines and their contractors, Ghanaian women's representation was 13.5% in 2017, falling to 8% in 2019 and slightly recovering to 9% in 2021.","ai_generated":true,"unit":"iisd-002341#insight-1","date_modified":"2026-10-23"},{"text":"Employment patterns show that women are more likely to be employed at younger ages (below 34), with a relative lack of women in the prime age range of 35–44. This is attributed to career interruptions for family reasons, specifically maternity leave, compounded by a lack of workplace childcare facilities and inflexible work arrangements.","ai_generated":true,"unit":"iisd-002341#insight-2","date_modified":"2026-10-23"},{"text":"Women are concentrated in specific occupational roles; in nine GCM member mines in 2020, 90% of women were employed as labourers (49%) and managers (41%). While women dominated human resources roles (60% at Gold Fields Tarkwa contractors), they were severely underrepresented in technical areas, such as engineering (4% women) and protection services (1% women).","ai_generated":true,"unit":"iisd-002341#insight-3","date_modified":"2026-10-23"},{"text":"A significant gap exists in technical education and skills. Only 12.7% of women nationally have attained secondary, vocational, or technical education compared to 21.5% of men. In 2020, women accounted for only 10% of the skilled labour force in GCM member mines.","ai_generated":true,"unit":"iisd-002341#insight-4","date_modified":"2026-10-23"},{"text":"Women have better opportunities for senior positions when employed directly by large-scale mines (14% representation) than through contractors (7%). Larger mines, such as Newmont Ghana Ahafo (20%), tend to have higher proportions of women in senior roles.","ai_generated":true,"unit":"iisd-002341#insight-5","date_modified":"2026-10-23"},{"text":"There is a persistent gender pay gap in the extractive sector. While some companies like Newmont report a gap of 7% (women earning 93% of men's pay), the median gender pay gap for the overall extractive sector was 27.5% in 2013, largely due to women's lower levels of STEM qualifications.","ai_generated":true,"unit":"iisd-002341#insight-6","date_modified":"2026-10-23"},{"text":"Employment turnover for women is higher than for men. At Newmont Mine, company-initiated turnover for women more than doubled between 2016 and 2020, reaching 8.4% compared to 4.3% for men. Employee-initiated turnover is also higher among women, linked to dissatisfaction with pay and career progress.","ai_generated":true,"unit":"iisd-002341#insight-7","date_modified":"2026-10-23"},{"text":"Indigenous women are underrepresented compared to indigenous men. In 2020, indigenous women accounted for only 9% of the total number of indigenous employees in both large-scale mines and with contractors.","ai_generated":true,"unit":"iisd-002341#insight-8","date_modified":"2026-10-23"}],"climate_tags":["gender equality","energy transition"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["gender analysis","employment statistics","skills gap analysis"]},{"id":"napglob-000244","url":"https://climateinsightsdirectory.org/document/napglob-000244","title":"Advancing Effective Adaptation 2021 - 2022 PROGRESS REPORT","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://napglobalnetwork.org/wp-content/uploads/2022/11/napgn-en-2022-2021-2022-progress-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The NAP Global Network's 2021-2022 progress report highlights its efforts to accelerate climate adaptation in the Global South through three main pillars: peer learning, technical assistance, and knowledge generation. Key achievements include the expansion of in-country support programs from two to nine, the launch of the NAP Trends platform, and the delivery of gender-responsive and monitoring, evaluation, and learning (MEL) focused summits. The Network reports steady progress toward its 2025 strategy targets, including support for least developed countries (LDCs) and small island developing states (SIDS), while emphasizing the critical transition from adaptation planning to implementation.","ai_generated":true,"unit":"napglob-000244#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The NAP Global Network significantly expanded its longer-term technical assistance, increasing the number of in-country support programs from two in 2020–2021 to nine programs underway or in the scoping phase during the 2021-2022 period.","ai_generated":true,"unit":"napglob-000244#insight-1","date_modified":"2026-10-23"},{"text":"Monitoring, evaluation, and learning (MEL) emerged as a dominant theme in both short-term and long-term technical support, with the Network working on MEL with 21 countries in 2022 to help track adaptation progress at the national level.","ai_generated":true,"unit":"napglob-000244#insight-2","date_modified":"2026-10-23"},{"text":"The Network is making steady progress toward its 2025 strategy targets, having supported 17 new countries since June 2020 and ensuring that 44% of its in-country programs and 40.7% of Country Support Hub requests are directed toward least developed countries (LDCs).","ai_generated":true,"unit":"napglob-000244#insight-3","date_modified":"2026-10-23"},{"text":"In 2022, the Network resumed in-person peer learning after pandemic-related pivots to virtual events, convening a Peer Learning Summit in Jamaica on gender-responsive NAP processes and a regional exchange in Botswana focused on MEL.","ai_generated":true,"unit":"napglob-000244#insight-4","date_modified":"2026-10-23"},{"text":"The NAP Trends platform was launched in early 2022 to provide summaries and analysis of trends in NAP documents submitted to the UNFCCC, attracting over 3,000 users and informing the first technical dialogue of the Global Stocktake (GST).","ai_generated":true,"unit":"napglob-000244#insight-5","date_modified":"2026-10-23"},{"text":"The Network implemented a pilot initiative with the social enterprise Lensational in Ghana and Kenya, using photography and storytelling to amplify the voices of underrepresented women and integrate their perspectives into national adaptation decision-making.","ai_generated":true,"unit":"napglob-000244#insight-6","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate change adaptation","climate finance","Small Island Developing States","Global stocktake","nature-based solutions","ecosystem-based adaptation"],"geography_discussed":["Burkina Faso","Liberia","Pakistan","Somalia","Madagascar","Malawi","Mozambique","Jamaica","Botswana","Ghana","Kenya","Vietnam","Saint Lucia","Eswatini","Benin","Democratic Republic of the Congo","Albania"],"frame_perspective":[],"analysis_type":["progress report"]},{"id":"napglob-000246","url":"https://climateinsightsdirectory.org/document/napglob-000246","title":"Gender-Responsive National Adaptation Plan (NAP) Processes: Progress and promising examples","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://napglobalnetwork.org/wp-content/uploads/2022/08/napgn-en-2022-gender-nap-synthesis-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds increasing references to gender equality and responsiveness in NAP documents, with a growing recognition of women as agents of change rather than just vulnerable groups. It highlights progress in institutional arrangements, capacity building, and monitoring and evaluation, while providing practical examples from countries like Côte d’Ivoire, Ghana, and Suriname to illustrate the implementation of gender-responsive adaptation.","ai_generated":true,"unit":"napglob-000246#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a measurable increase in the framing of gender issues within NAP documents. Over half of the reviewed documents now reference gender equality, and 29% refer to gender responsiveness, a significant increase from the 2018 review where no documents mentioned the latter.","ai_generated":true,"unit":"napglob-000246#insight-1","date_modified":"2026-10-23"},{"text":"While approximately 75% of NAP documents still position women primarily as a vulnerable group, there is a growing trend of recognizing women as active agents of change. About half of all NAPs now acknowledge that women's lived experiences and unique knowledge can improve adaptation outcomes.","ai_generated":true,"unit":"napglob-000246#insight-2","date_modified":"2026-10-23"},{"text":"Gender analysis is increasingly used to inform adaptation planning, with 71% of NAP documents showing evidence that such analysis influenced the document's framing or the planning for its implementation.","ai_generated":true,"unit":"napglob-000246#insight-3","date_modified":"2026-10-23"},{"text":"Institutional arrangements for adaptation are becoming more inclusive of gender-focused government bodies. Nearly half of recently submitted documents include the ministry or department responsible for gender equality, either in coordination mechanisms or as agencies responsible for specific actions.","ai_generated":true,"unit":"napglob-000246#insight-4","date_modified":"2026-10-23"},{"text":"Capacity building for gender and climate change is receiving significantly more attention in recent NAP documents. Nearly two-thirds of new documents include references to capacity-building activities for government actors, and some include training for women and marginalized groups.","ai_generated":true,"unit":"napglob-000246#insight-5","date_modified":"2026-10-23"},{"text":"Integration of gender into monitoring and evaluation (M&E) is increasing, with just under half of NAPs reporting that their M&E systems will include gender considerations, such as the collection of gender-disaggregated data and tracking the participation of women's groups.","ai_generated":true,"unit":"napglob-000246#insight-6","date_modified":"2026-10-23"},{"text":"More than half of the reviewed NAP documents include references to sexual and reproductive health and rights (SRHR), covering topics such as maternal health, pregnancy, and gender-based violence.","ai_generated":true,"unit":"napglob-000246#insight-7","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","gender equality","climate change adaptation","intersectionality","climate finance","capacity building"],"geography_discussed":["Central African Republic","Chad","Ghana","Kenya","Ivory Coast","Marshall Islands","Dominican Republic","Suriname","Nepal","Armenia","Timor-Leste","Tonga","South Sudan","Liberia","South Africa","Cambodia"],"frame_perspective":[],"analysis_type":["systematic review","case study"]},{"id":"napglob-000341","url":"https://climateinsightsdirectory.org/document/napglob-000341","title":"Procesos del Plan Nacional de Adaptación (PNAD) con perspectiva de género: Avances y ejemplos prometedores","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"es","date_published":"2022","source_url":"https://napglobalnetwork.org/wp-content/uploads/2022/09/napgn-es-2022-plan-nacional-adaptacion-perspectiva-genero-informe-sintesis.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates the integration of gender perspectives in National Adaptation Plans (NAPs) globally, noting a shift from viewing women solely as vulnerable groups to recognizing them as agents of change. It highlights improvements in the use of gender analysis, institutional coordination involving gender ministries, and the development of gender-specific capacities. Practical examples from countries like Côte d'Ivoire, Ghana, and Suriname illustrate the application of visual storytelling, formal inter-ministerial agreements, and gender-disaggregated monitoring systems to ensure equitable climate resilience.","ai_generated":true,"unit":"napglob-000341#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a growing trend in NAP documents to move beyond portraying women only as vulnerable, with approximately half of all NAPs now recognizing women as \"agentes de cambio en los procesos de planificación de la adaptación\".","ai_generated":true,"unit":"napglob-000341#insight-1","date_modified":"2026-10-23"},{"text":"The framing of gender issues in NAP documents has evolved; more than half now include the concept of gender equality, and 29% specifically refer to a \"enfoque receptivo a género\", a figure that was 0% in the 2018 review.","ai_generated":true,"unit":"napglob-000341#insight-2","date_modified":"2026-10-23"},{"text":"Gender analysis is increasingly used as a foundation for adaptation planning, with 71% of reviewed NAP documents showing evidence that such analysis informed the document or the implementation of the plan.","ai_generated":true,"unit":"napglob-000341#insight-3","date_modified":"2026-10-23"},{"text":"Institutional arrangements are becoming more inclusive, with nearly half of recently submitted documents mentioning the ministry or department responsible for gender equality as part of the NAP's institutional framework.","ai_generated":true,"unit":"napglob-000341#insight-4","date_modified":"2026-10-23"},{"text":"Capacity building for gender and climate change is receiving more attention, with nearly two-thirds of recent NAP documents referencing such activities, compared to very few in previous synthesis reports.","ai_generated":true,"unit":"napglob-000341#insight-5","date_modified":"2026-10-23"},{"text":"Integration of gender into monitoring and evaluation (M&E) is increasing, with just under half of reviewed NAPs indicating they will use gender-disaggregated data and specific indicators to ensure equitable benefits.","ai_generated":true,"unit":"napglob-000341#insight-6","date_modified":"2026-10-23"},{"text":"More than half of the analyzed NAP documents include references to sexual and reproductive health and rights (SRHR), including issues such as gender-based violence and maternal health.","ai_generated":true,"unit":"napglob-000341#insight-7","date_modified":"2026-10-23"},{"text":"Specific country examples demonstrate innovative tools for gender integration: Ghana and Kenya used \"narración visual\" to amplify women's voices, while Côte d'Ivoire signed a formal memorandum of understanding between the ministries of environment and women.","ai_generated":true,"unit":"napglob-000341#insight-8","date_modified":"2026-10-23"},{"text":"In Suriname, gender considerations have been integrated into the monitoring, evaluation, and learning framework of the water resources sector adaptation plan, including indicators on gender balance in decision-making structures.","ai_generated":true,"unit":"napglob-000341#insight-9","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","gender equality","climate change adaptation","intersectionality","climate finance","capacity building"],"geography_discussed":["Nepal","Armenia","Timor-Leste","Tonga","South Sudan","Liberia","South Africa","Cambodia","Central African Republic","Chad","Ghana","Kenya","Ivory Coast","Dominican Republic","Marshall Islands","Suriname"],"frame_perspective":[],"analysis_type":["systematic review","case study analysis"]},{"id":"napglob-000381","url":"https://climateinsightsdirectory.org/document/napglob-000381","title":"Les processus des plans nationaux d’adaptation (PNA) qui répondent aux questions de genre : progrès réalisés et exemples prometteurs","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"fr","date_published":"2022","source_url":"https://napglobalnetwork.org/wp-content/uploads/2022/09/napgn-fr-2022-gender-nap-synthesis-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates the integration of gender considerations in National Adaptation Plans (NAPs) globally, noting an increase in the use of gender-responsive language, gender analysis, and the inclusion of gender ministries in institutional frameworks. It highlights specific progress in capacity building and monitoring and evaluation (M&E), while providing case studies from countries like the Central African Republic, Chad, Ghana, Kenya, Côte d'Ivoire, Dominican Republic, Marshall Islands, and Suriname to illustrate best practices in gender-responsive climate adaptation.","ai_generated":true,"unit":"napglob-000381#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a growing trend of countries using gender-responsive terminology in their NAP documents. Over half of the analyzed documents now reference gender equality, and 29% specifically mention 'gender-responsive' approaches, a significant increase from 2018 when no documents used the term.","ai_generated":true,"unit":"napglob-000381#insight-1","date_modified":"2026-10-23"},{"text":"While approximately 75% of NAPs still frame women primarily as a vulnerable group, there is a rising recognition of women as active agents of change. About half of all NAPs now acknowledge that including women's lived experiences can improve adaptation planning outcomes.","ai_generated":true,"unit":"napglob-000381#insight-2","date_modified":"2026-10-23"},{"text":"Gender analysis is increasingly used to inform adaptation planning, with 71% of NAP documents showing evidence that such analysis influenced the document's formulation or identified the need for gender integration during implementation.","ai_generated":true,"unit":"napglob-000381#insight-3","date_modified":"2026-10-23"},{"text":"Institutional arrangements for adaptation are becoming more inclusive of gender-focused government bodies. Nearly half of recently submitted documents mention the ministry or department responsible for gender equality, either as part of coordination mechanisms or as leads for specific adaptation measures.","ai_generated":true,"unit":"napglob-000381#insight-4","date_modified":"2026-10-23"},{"text":"Capacity building for the gender-climate nexus has seen a marked increase, with nearly two-thirds of recent NAP documents referencing such activities for government officials, implementing agencies, or marginalized groups.","ai_generated":true,"unit":"napglob-000381#insight-5","date_modified":"2026-10-23"},{"text":"Integration of gender into monitoring and evaluation (M&E) is increasing, with nearly half of analyzed NAPs indicating they will use gender-disaggregated data and specific indicators to ensure equitable distribution of adaptation benefits.","ai_generated":true,"unit":"napglob-000381#insight-6","date_modified":"2026-10-23"},{"text":"Over half of the analyzed NAP documents now include references to sexual and reproductive health and rights (SRHR), including issues such as gender-based violence, maternal health, and HIV/AIDS.","ai_generated":true,"unit":"napglob-000381#insight-7","date_modified":"2026-10-23"},{"text":"Practical examples demonstrate diverse methods for gender integration: the Central African Republic used gender analysis to identify barriers like land ownership; Chad analyzed knowledge and attitudes to address sociocultural resistance; and Ghana and Kenya used visual storytelling to amplify the voices of women in policy dialogues.","ai_generated":true,"unit":"napglob-000381#insight-8","date_modified":"2026-10-23"},{"text":"Institutional collaboration has been formalized in Côte d'Ivoire through a first-of-its-kind memorandum of understanding between the Ministry of Environment and the Ministry of Women, focusing on data management, policy integration, and M&E.","ai_generated":true,"unit":"napglob-000381#insight-9","date_modified":"2026-10-23"},{"text":"Suriname has integrated gender considerations into a Sectoral Adaptation Strategy and Action Plan (SASAP) for water resources, utilizing specific indicators to track gender balance in decision-making structures.","ai_generated":true,"unit":"napglob-000381#insight-10","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","gender equality","climate change adaptation","intersectionality","climate finance","capacity building"],"geography_discussed":["Central African Republic","Chad","Ghana","Kenya","Ivory Coast","Dominican Republic","Marshall Islands","Suriname","Nepal","Armenia","Timor-Leste","Tonga","South Sudan","Liberia","South Africa","Cambodia"],"frame_perspective":[],"analysis_type":["synthesis report","systematic review","case study"]},{"id":"seforall-000035","url":"https://climateinsightsdirectory.org/document/seforall-000035","title":"Sustainable cooling policy progress","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.seforall.org/chilling-prospects-2022/sustainable-cooling-policy-progress","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates sustainable cooling policy progress in the 'Critical 9' countries, finding that while energy efficiency policies exist, they are inconsistently implemented and often fail to cover off-grid devices or reflect best-in-class technology. It highlights a significant gap in integrating cooling demand into national electrification planning and financial incentives, while noting varying levels of adoption of National Cooling Action Plans (NCAPs) and the Kigali Amendment.","ai_generated":true,"unit":"seforall-000035#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Policies to enhance access to sustainable cooling are limited across the Critical 9 countries. Cooling demand is generally absent from electrification planning, with Bangladesh being the only exception. Furthermore, there are no identified government programmes or financing mechanisms for off-grid cooling devices in any of these nine countries.","ai_generated":true,"unit":"seforall-000035#insight-1","date_modified":"2026-10-23"},{"text":"Energy efficiency policies for cooling are present in all Critical 9 countries but suffer from inconsistent enforcement and coverage. Minimum energy performance standards (MEPS) and labels only cover on-grid products, leaving a gap for rural and isolated populations. Some countries lack specific standards: Mozambique and Sudan have not adopted MEPS for refrigerators, air conditioners, and fans, while Nigeria lacks MEPS for refrigerators and freezers.","ai_generated":true,"unit":"seforall-000035#insight-2","date_modified":"2026-10-23"},{"text":"There is a gap between current regulatory requirements and global best-in-class technology. While top-tier air conditioners worldwide achieve energy-efficiency ratios (EER) of 5.0–6.5 W/W, minimum requirements in several African countries remain below 3.0 W/W.","ai_generated":true,"unit":"seforall-000035#insight-3","date_modified":"2026-10-23"},{"text":"Integration of cooling into climate planning varies. Only four of the Critical 9 countries (Bangladesh, China, India, and Pakistan) mention cooling in their updated NDCs, and five (Bangladesh, China, India, Mozambique, and Nigeria) have ratified the Kigali Amendment to the Montreal Protocol.","ai_generated":true,"unit":"seforall-000035#insight-4","date_modified":"2026-10-23"},{"text":"The adoption of National Cooling Action Plans (NCAPs) is uneven among the Critical 9: China and India have published them, Bangladesh, Brazil, Indonesia, Nigeria, and Pakistan are developing them, and Mozambique and Sudan have not yet started.","ai_generated":true,"unit":"seforall-000035#insight-5","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency","climate change adaptation","greenhouse gas emissions","Nationally Determined Contributions","passive cooling"],"geography_discussed":["Ghana","Grenada","Kenya","Lebanon"],"frame_perspective":[],"analysis_type":["policy assessment","gap analysis"]}]}