{"query_echo":{"q":"","filters":{"geography":["Nicaragua"]},"warnings":[]},"total":{"value":255,"relation":"eq"},"page":2,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Nicaragua&page=2","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Nicaragua&page=3","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":"cambioco-000005","url":"https://climateinsightsdirectory.org/document/cambioco-000005","title":"Energy transition: why is this change necessary?","publisher":{"name":"Somos El Cambio","organization":"somos-el-cambio"},"document_type":"briefing","language":"en","date_published":"2024-01-06","source_url":"https://cambio.com.co/articulo/energy-transition-why-is-this-change-necessary/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This briefing by Somos El Cambio explains the necessity of the energy transition, defined as phasing out fossil fuels in favor of renewable sources and more efficient energy use to mitigate global warming. It highlights the economic and environmental benefits of this shift, particularly for Latin America and the Caribbean, while emphasizing the need for fairness and equity to avoid repeating the extractivist patterns of the fossil fuel era.","ai_generated":true,"unit":"cambioco-000005#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"The energy transition involves shifting from non-renewable to renewable energy sources and improving energy efficiency to mitigate global warming. This process requires changes in society and the economy and must prioritize fairness and equity to avoid the \"extractivism promoted by fossil fuels\".","ai_generated":true,"unit":"cambioco-000005#insight-1","date_modified":"2026-08-17"},{"text":"Transitioning to renewables like air, sun, and water reduces the exploration of coal, gas, and oil, thereby decreasing pollution that causes extreme climate events and health issues. Economically, the Economic Commission for Latin America and Caribbean (CEPAL) notes that clean, affordable energy can act as a catalyst for productive sector growth and reduce social gaps, such as the 16.7 million people in Latin America and the Caribbean who lack electricity access.","ai_generated":true,"unit":"cambioco-000005#insight-2","date_modified":"2026-08-17"},{"text":"The Renewables in Latin America and the Caribbean (RELAC) initiative, comprising 15 member countries, aims for at least 70% of energy consumption in the region to be based on renewable energy by 2030 to accelerate carbon neutrality.","ai_generated":true,"unit":"cambioco-000005#insight-3","date_modified":"2026-08-17"},{"text":"Latin America and the Caribbean possess critical resources for the transition, including lithium, copper, wind, and solar energy, and have the lowest percentage of carbon emissions. While the region has strong infrastructure and installed capacity, it needs to improve governance and institutional strength for efficient energy use.","ai_generated":true,"unit":"cambioco-000005#insight-4","date_modified":"2026-08-17"},{"text":"Specific countries in the region show varying levels of progress: Paraguay and Guatemala have reached 100% renewables in their electricity generation matrix via hydroelectric power, while Chile and Colombia lead in wind energy. According to the World Forum’s Energy Transition Index 2021, leaders in the transition include Uruguay (70%), Costa Rica (66%), Colombia (66%), Brazil (66%), and Chile (65%).","ai_generated":true,"unit":"cambioco-000005#insight-5","date_modified":"2026-08-17"}],"climate_tags":["energy transition","renewable energy","carbon neutrality","climate resilience","extractivism"],"geography_discussed":["Uruguay","Argentina","Colombia","Costa Rica","Brazil","Chile","Paraguay","Guatemala","El Salvador","Honduras","Nicaragua","Panama"],"frame_perspective":[],"analysis_type":["briefing"]},{"id":"ciel-001045","url":"https://climateinsightsdirectory.org/document/ciel-001045","title":"Overcoming International Investment Agreements as a Barrier to Climate Action","publisher":{"name":"Center for International Environmental Law","organization":"center-for-international-environmental-law"},"document_type":"guide","language":"en","date_published":"2024-01","source_url":"https://www.ciel.org/wp-content/uploads/2024/02/Overcoming-International-Investment-Agreements-as-a-Barrier-to-Climate-Action.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that international investment agreements (IIAs) and the ISDS mechanism act as legal barriers to climate action by allowing fossil fuel companies to sue governments for compensation when regulations impact their returns. It outlines a three-part framework for States: removing risk through treaty termination, carveouts, or removal of ISDS clauses; reducing risk via the adoption of 'right to regulate' provisions, interpretative statements, and the careful design of climate measures; and responding to active claims using jurisdictional challenges, the 'necessity defense', and arguments against the 'legitimate expectations' of investors. The toolkit emphasizes that the urgent need to limit warming to 1.5°C may justify the termination of treaties like the Energy Charter Treaty (ECT) based on a fundamental change of circumstances.","ai_generated":true,"unit":"ciel-001045#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"States can eliminate ISDS risks by terminating or withdrawing from investment treaties, a practice that is becoming more common; for instance, in 2022, 84 treaties were terminated compared to 15 new IIAs concluded.","ai_generated":true,"unit":"ciel-001045#insight-1","date_modified":"2026-10-23"},{"text":"The Energy Charter Treaty (ECT) is specifically highlighted as being inconsistent with climate goals, leading several EU Member States to announce their intention to withdraw.","ai_generated":true,"unit":"ciel-001045#insight-2","date_modified":"2026-10-23"},{"text":"A 'fundamental change of circumstances' under Article 62 of the Vienna Convention on the Law of Treaties (VCLT) could be a legal basis for terminating IIAs, as the current scientific understanding of the incompatibility of fossil fuels with a safe climate was not foreseen when many treaties were signed.","ai_generated":true,"unit":"ciel-001045#insight-3","date_modified":"2026-10-23"},{"text":"Treaty carveouts can be used to exclude specific sectors, such as fossil fuels, or specific purpose-based measures, such as greenhouse gas regulations, from the scope of an agreement, thereby preventing ISDS tribunals from having jurisdiction.","ai_generated":true,"unit":"ciel-001045#insight-4","date_modified":"2026-10-23"},{"text":"To mitigate risk without full termination, States can use interpretative statements to clarify that non-discriminatory climate measures do not constitute indirect expropriation.","ai_generated":true,"unit":"ciel-001045#insight-5","date_modified":"2026-10-23"},{"text":"States can challenge the 'legitimate expectations' of fossil fuel investors by arguing that the need for climate-related regulatory changes was foreseeable and known to the industry for decades.","ai_generated":true,"unit":"ciel-001045#insight-6","date_modified":"2026-10-23"},{"text":"When calculating compensation, States should argue against 'business-as-usual' projections and instead deduct the externalized costs of environmental and health impacts caused by fossil fuels.","ai_generated":true,"unit":"ciel-001045#insight-7","date_modified":"2026-10-23"},{"text":"The 'necessity defense' under international customary law can be invoked by arguing that the climate crisis constitutes a 'grave and imminent peril' to an essential State interest, such as the right to life and a healthy environment.","ai_generated":true,"unit":"ciel-001045#insight-8","date_modified":"2026-10-23"},{"text":"Non-disputing State Parties (NDSPs) and non-State actors (such as civil society) can intervene in ISDS proceedings to provide specialized knowledge and influence the interpretation of treaties to favor public interest over investor profit.","ai_generated":true,"unit":"ciel-001045#insight-9","date_modified":"2026-10-23"}],"climate_tags":["phase-out","climate finance","climate change litigation","climate justice"],"geography_discussed":["European Union","Netherlands","Canada","United States","Italy","Denmark","New Zealand","Africa","Indonesia","Argentina","Bolivia","Ecuador","Venezuela","Brazil","Nicaragua","South Africa"],"frame_perspective":[],"analysis_type":["legal guide","policy toolkit"]},{"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"]},{"id":"cdkn-000789","url":"https://climateinsightsdirectory.org/document/cdkn-000789","title":"« La perspective de genre » : une approche incontournable pour les activités bas carbone","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"fr","date_published":"2024","source_url":"https://cdkn.org/sites/default/files/2025-02/SSN-Glow-Policy_Brief-French-V3.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines how gender-responsive approaches—identifying barriers for women and promoting their leadership—enhance the efficiency of climate-smart technologies in agriculture and aquaculture. Drawing on the GLOW programme (2021–2024), it provides evidence from Africa and Central America showing that empowering women leads to higher yields, better market access, and increased attractiveness for impact investors.","ai_generated":true,"unit":"cdkn-000789#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The GLOW programme (2021–2024) conducted 12 action-research projects across 17 developing countries to explore how SMEs and producer associations can develop low-carbon technologies and innovative service models.","ai_generated":true,"unit":"cdkn-000789#insight-1","date_modified":"2026-10-23"},{"text":"Integrating gender perspectives in the aquaculture of fish and seaweed on the Kenyan coast improved project design and management by leveraging the distinct roles of men and women, where women traditionally handle processing and marketing while men focus on production and harvesting.","ai_generated":true,"unit":"cdkn-000789#insight-2","date_modified":"2026-10-23"},{"text":"In Kenya, the company Aquarech Ltd used a digital system to monitor fish production and partnered with five women's groups, which helped reduce the vulnerability of female traders to 'fish for sex' norms by providing a formal and safe way to procure fish.","ai_generated":true,"unit":"cdkn-000789#insight-3","date_modified":"2026-10-23"},{"text":"In Nicaragua, a cocoa exporter implemented a carbon footprint tracking application for smallholders and provided gender parity training for female leaders to ensure continued access to the European Union market, which requires environmental integrity proof starting in 2025.","ai_generated":true,"unit":"cdkn-000789#insight-4","date_modified":"2026-10-23"},{"text":"Solar-powered irrigation in Senegal reduced the time female horticulturists spend irrigating from 7.70 to 7.03 hours per day, increasing agricultural income by over 200,000 FCFA (335 dollars) and reducing irrigation costs by approximately 125,000 FCFA (209 dollars).","ai_generated":true,"unit":"cdkn-000789#insight-5","date_modified":"2026-10-23"},{"text":"Hydroponic farming in Rwanda, facilitated by Green Harvest through preferential loans for women, can produce up to 500 tonnes of crops per hectare while using up to 90% less water than traditional methods.","ai_generated":true,"unit":"cdkn-000789#insight-6","date_modified":"2026-10-23"},{"text":"Public investments, such as grants for solar irrigation systems provided to the Tangama Market Gardening Union in Guinea, act as catalysts for women's entrepreneurship in low-carbon agriculture.","ai_generated":true,"unit":"cdkn-000789#insight-7","date_modified":"2026-10-23"},{"text":"Gender-focused investment preparation helped eight East African SMEs supported by Intellecap raise a total of 1.8 million US dollars in funding over three years, with 71% of these SMEs attracting impact investors.","ai_generated":true,"unit":"cdkn-000789#insight-8","date_modified":"2026-10-23"}],"climate_tags":["photovoltaics","climate finance","sustainable agriculture"],"geography_discussed":["Kenya","Nicaragua","Senegal","Rwanda","Guinea","Central America","East Africa","European Union"],"frame_perspective":[],"analysis_type":["case study","policy analysis"]},{"id":"cdkn-000997","url":"https://climateinsightsdirectory.org/document/cdkn-000997","title":"IMPLIQUER LES FEMMES DANS LES TRANSITIONS JUSTES","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"fr","date_published":"2024","source_url":"https://cdkn.org/sites/default/files/2025-01/WEB-GLOW-Report-French.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that climate action and gender equality are synergistic and must be integrated to achieve a just transition. Based on 12 projects in 17 countries, it identifies four axes for empowerment: improving productivity of existing activities, helping women enter male-dominated sectors, consolidating low-carbon business plans, and providing access to new green technologies. Key findings highlight that women's traditional knowledge is often inherently low-carbon and that removing discriminatory barriers—such as limited land rights and social norms—can accelerate climate resilience and economic growth. The document provides specific recommendations for policymakers to integrate gender-sensitive budgeting and support women's leadership in sectors like regenerative agriculture, the blue economy, and ecotourism.","ai_generated":true,"unit":"cdkn-000997#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The GLOW programme identifies four primary axes to strengthen women's autonomy while promoting climate mitigation and adaptation: making current activities more productive and eco-friendly, facilitating entry into male-dominated sectors, consolidating low-carbon business plans, and providing access to innovative green technologies.","ai_generated":true,"unit":"cdkn-000997#insight-1","date_modified":"2026-10-23"},{"text":"In natural resource-based sectors, it is impractical to separate low-carbon goals from climate resilience; combining emission reductions with crisis resilience yields the best results.","ai_generated":true,"unit":"cdkn-000997#insight-2","date_modified":"2026-10-23"},{"text":"Women often possess ancestral knowledge and practices that are naturally low-carbon and ecologically sustainable, such as the production of bio-plates and baskets from non-timber forest products in Nepal.","ai_generated":true,"unit":"cdkn-000997#insight-3","date_modified":"2026-10-23"},{"text":"Gender norms act as significant barriers to climate action; for example, in coastal Kenya, social norms preventing women from swimming limit their access to sustainable blue economy jobs like integrated multi-trophic aquaculture.","ai_generated":true,"unit":"cdkn-000997#insight-4","date_modified":"2026-10-23"},{"text":"Solar-powered irrigation in Senegal and Guinea has significantly reduced the physical burden of manual irrigation for women, reducing daily workloads from 7.7 hours to 7 hours and increasing average horticultural income from $1,165 to $2,541 per year.","ai_generated":true,"unit":"cdkn-000997#insight-5","date_modified":"2026-10-23"},{"text":"In Bolivia, ecotourism is identified as a viable alternative to male-dominated, environmentally harmful mining, with the potential to become the country's primary export product within 5 to 6 years.","ai_generated":true,"unit":"cdkn-000997#insight-6","date_modified":"2026-10-23"},{"text":"Women's access to new green technologies, such as black soldier fly farming and aquaponics, reduces barriers to entry because these systems typically require less land and lower initial capital than traditional production.","ai_generated":true,"unit":"cdkn-000997#insight-7","date_modified":"2026-10-23"},{"text":"The report highlights a 'pyramid' of women's autonomy in low-carbon transitions, where most documentation focuses on women as consumers or care providers, while there is very little support for women as producers, business leaders, or policymakers.","ai_generated":true,"unit":"cdkn-000997#insight-8","date_modified":"2026-10-23"},{"text":"Digital gaps persist in rural Nepal, where fewer than 5% of women farmers use digital technologies specifically for agricultural information, despite 63% believing such tools could increase production.","ai_generated":true,"unit":"cdkn-000997#insight-9","date_modified":"2026-10-23"},{"text":"In Cameroon, an analysis of 12 national policies on land restoration found that more than half did not account for gender dimensions across the three criteria of empowerment: resource control, information access, and power.","ai_generated":true,"unit":"cdkn-000997#insight-10","date_modified":"2026-10-23"},{"text":"The report emphasizes that unpaid care work must be addressed as part of climate action, as redistributing these tasks would allow women more time for income-generating low-carbon activities.","ai_generated":true,"unit":"cdkn-000997#insight-11","date_modified":"2026-10-23"}],"climate_tags":["gender equality","just transition","energy transition","climate resilience","regenerative agriculture","agroforestry","blue economy","aquaculture","ecotourism","nature restoration","circular economy","climate finance","biodiversity"],"geography_discussed":["Bolivia","Cambodia","Cameroon","El Salvador","Guatemala","Guinea","Kenya","Malawi","Nepal","Nicaragua","Palestine","Uganda","Philippines","Rwanda","Senegal","Tanzania","Vietnam","Gaza Strip","Altiplano"],"frame_perspective":[],"analysis_type":["policy assessment","research-action report","cross-sectional analysis"]},{"id":"cdkn-000998","url":"https://climateinsightsdirectory.org/document/cdkn-000998","title":"EMPODERAR A LAS MUJERES EN TRANSICIONES JUSTAS","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"es","date_published":"2024","source_url":"https://cdkn.org/sites/default/files/2025-01/WEB-GLOW-Report-Spanish.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The GLOW program demonstrates that gender equality and climate action are synergistic, arguing that women's leadership and participation are essential for the effectiveness and sustainability of low-carbon transitions. Through projects in the Global South, the report identifies four pathways for empowerment: improving the productivity of existing women's economic activities via climate-smart methods, integrating women into traditionally male-dominated value chains, consolidating low-carbon business models, and creating entirely new green jobs using emerging technologies. Key findings highlight that women often possess traditional knowledge that is inherently low-carbon and that emerging technologies, such as solar irrigation and circular bioeconomy tools (e.g., black soldier fly farming), can reduce servile labor and lower barriers to entry for women. The report recommends integrating gender-transformative policies into National Determined Contributions (NDCs), increasing women's access to productive assets and digital markets, and addressing the disproportionate burden of unpaid care work as a core component of climate action.","ai_generated":true,"unit":"cdkn-000998#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The GLOW program identified four primary pathways to empower women while advancing climate mitigation and adaptation: making existing activities more climate-smart, integrating women into male-dominated sectors, consolidating low-carbon business models, and providing access to entirely new green jobs.","ai_generated":true,"unit":"cdkn-000998#insight-1","date_modified":"2026-10-23"},{"text":"Climate action and gender equality are synergistic; pursuing them jointly achieves more than focusing on either in isolation, as gender inequality exacerbates climate vulnerability and limits access to resilience solutions.","ai_generated":true,"unit":"cdkn-000998#insight-2","date_modified":"2026-10-23"},{"text":"Women often act as guardians of traditional knowledge and practices that are inherently low-carbon and ecologically sustainable, such as the use of non-timber forest products in Nepal or climate-respectful maize cultivation in the Philippines.","ai_generated":true,"unit":"cdkn-000998#insight-3","date_modified":"2026-10-23"},{"text":"Emerging low-carbon technologies can reduce the physical burden of servile labor for women; for example, solar-powered irrigation in Senegal and Guinea significantly reduced manual watering time and increased horticultural incomes.","ai_generated":true,"unit":"cdkn-000998#insight-4","date_modified":"2026-10-23"},{"text":"Circular bioeconomy technologies, such as black soldier fly farming and aquaponics, offer lower barriers to entry for women because they often require less land and lower initial capital than conventional production systems.","ai_generated":true,"unit":"cdkn-000998#insight-5","date_modified":"2026-10-23"},{"text":"Women's full participation in the design and implementation of climate initiatives materially improves their effectiveness; for instance, Integrated Multi-Trophic Aquaculture (IMTA) in Kenya functions better when women are involved in all aspects of the business.","ai_generated":true,"unit":"cdkn-000998#insight-6","date_modified":"2026-10-23"},{"text":"Gender-blind climate policies often fail in practice; in Cameroon, an analysis of 12 land restoration policies found that only two were gender-transformative, with most failing to address women's access to resources and power.","ai_generated":true,"unit":"cdkn-000998#insight-7","date_modified":"2026-10-23"},{"text":"Digital gaps—including unequal access to infrastructure and a lack of gender-adapted applications—hinder women's access to climate-smart agricultural data and markets, as seen in rural Nepal where less than 5% of women use digital technology for agricultural information.","ai_generated":true,"unit":"cdkn-000998#insight-8","date_modified":"2026-10-23"},{"text":"Unpaid care work and time poverty are critical barriers to women's participation in green transitions; rebalancing these responsibilities is necessary to free time for income-generating low-carbon activities.","ai_generated":true,"unit":"cdkn-000998#insight-9","date_modified":"2026-10-23"},{"text":"Collective action, such as women's unions in Guinea or savings and loan associations in Nepal, is an effective strategy for women to secure productive assets like land and credit that are otherwise inaccessible.","ai_generated":true,"unit":"cdkn-000998#insight-10","date_modified":"2026-10-23"}],"climate_tags":["energy transition","gender equality","climate finance","Climate-smart agriculture","regenerative agriculture","blue economy","ecotourism","nature restoration","agroforestry","just transition","Nationally Determined Contributions","climate change adaptation","climate change mitigation","biodiversity"],"geography_discussed":["Bolivia","Cambodia","Cameroon","El Salvador","Philippines","Guatemala","Guinea","Kenya","Nepal","Nicaragua","Rwanda","Senegal","Tanzania","Uganda","Vietnam","Gaza Strip"],"frame_perspective":[],"analysis_type":["synthesis report","action-research","policy analysis"]},{"id":"cdkn-000999","url":"https://climateinsightsdirectory.org/document/cdkn-000999","title":"EMPOWERING WOMEN IN JUST TRANSITIONS","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://cdkn.org/sites/default/files/2024-12/WEB-SSN-GLOW-Report-English.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The GLOW programme identifies four primary routes for simultaneous women's empowerment and climate action: improving existing activities, enabling entry into male-dominated sectors, consolidating low-carbon business models, and accessing new green technologies. Key findings emphasize that climate action must be rights-based and locally appropriate, as social norms significantly shape women's ability to adopt new practices. The report argues that women's leadership in decision-making and access to productive assets are essential for the effectiveness and sustainability of just transitions. It recommends integrating gender-responsive budgeting, strengthening the gender capacity of local government personnel, and promoting technologies that reduce the drudgery of unpaid care work.","ai_generated":true,"unit":"cdkn-000999#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The GLOW programme identified four main routes to combine women's economic empowerment with climate mitigation and adaptation: making existing activities more productive and climate-smart; helping women enter traditionally male-dominated activities; supporting the consolidation of existing low-carbon business models; and enabling access to entirely new low-carbon jobs, such as those in the biocircular economy.","ai_generated":true,"unit":"cdkn-000999#insight-1","date_modified":"2026-10-23"},{"text":"Climate action must be rights-based and tailored to local contexts because social norms—including age, marital status, ethnicity, and caste—dictate women's mobility and their ability to access information, skills, and new jobs.","ai_generated":true,"unit":"cdkn-000999#insight-2","date_modified":"2026-10-23"},{"text":"Women's active involvement in the design and decision-making of climate initiatives is a pragmatic necessity for success, as they provide unique perspectives on production, logistics, and marketing that improve the overall effectiveness and sustainability of these projects.","ai_generated":true,"unit":"cdkn-000999#insight-3","date_modified":"2026-10-23"},{"text":"Emergent low-carbon technologies, such as aquaponics, hydroponics, and black soldier fly farming, can lower barriers to entry for women because they often require smaller land footprints and lower upfront capital than conventional production systems.","ai_generated":true,"unit":"cdkn-000999#insight-4","date_modified":"2026-10-23"},{"text":"There is a significant gap between national gender equality laws and their local implementation; for example, in Nepal, progressive constitutional provisions are often not translated into practice due to gaps in regulatory instruments, budgeting, and institutional mechanisms.","ai_generated":true,"unit":"cdkn-000999#insight-5","date_modified":"2026-10-23"},{"text":"Collective action through women's unions and associations is an effective strategy for securing productive assets and market access, as demonstrated in Guinea where a union of women market gardeners acquired land and accessed solar irrigation equipment.","ai_generated":true,"unit":"cdkn-000999#insight-6","date_modified":"2026-10-23"},{"text":"The report highlights the importance of addressing unpaid care work as part of climate action, suggesting that low-carbon technologies like solar-powered irrigation can reduce the physical drudgery of women's work and free up time for other income-generating activities.","ai_generated":true,"unit":"cdkn-000999#insight-7","date_modified":"2026-10-23"},{"text":"Climate finance remains largely gender-blind; a stocktaking report cited in the document found that 78% of climate transactions are 'not even gender aware', with only 5% being 'intentionally gender-focused'.","ai_generated":true,"unit":"cdkn-000999#insight-8","date_modified":"2026-10-23"}],"climate_tags":["just transition","energy transition","climate change adaptation","climate change mitigation","regenerative agriculture","agroforestry","blue economy","aquaculture","ecotourism","climate finance","nature restoration"],"geography_discussed":["Bolivia","Cambodia","Cameroon","El Salvador","Guatemala","Guinea","Kenya","Malawi","Nepal","Nicaragua","Philippines","Rwanda","Senegal","Tanzania","Uganda","Vietnam","Gaza Strip"],"frame_perspective":[],"analysis_type":["action research","policy analysis","case study"]},{"id":"zca-000048","url":"https://climateinsightsdirectory.org/document/zca-000048","title":"Smallholder farmers, agricultural sustainability and food security","publisher":{"name":"Zero Carbon Analytics","organization":"zero-carbon-analytics"},"document_type":"report","language":"en","date_published":"2023-11-06","source_url":"https://zerocarbon-analytics.org/nature/smallholder-farmers-agricultural-sustainability-and-food-security/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Smallholder farms, particularly those between two and five hectares, produce 46% of the world's food and often exhibit higher land productivity and biodiversity than larger farms. While they are critical for global supply chains of products like coffee, cocoa, and tea, they face a 'yield gap'—ranging from 11% in East Asia to 76% in Sub-Saharan Africa—that could be closed through better access to modern agrifood chains and technology. In Africa, the adoption of climate-smart practices such as agroforestry and organic manure is heavily influenced by the availability of finance and credit. Smallholder agriculture is a primary economic driver in many developing nations, contributing 23% to the GDP of Sub-Saharan Africa.","ai_generated":true,"unit":"zca-000048#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Smallholder farms of two to five hectares are highly productive, producing 46% of the world's food on approximately one-third of global agricultural land.","ai_generated":true,"unit":"zca-000048#insight-1","date_modified":"2026-10-23"},{"text":"Small-scale farms generally achieve higher land productivity than larger farms because they dedicate more land to food crops rather than fuel or animal feed, utilize family labor to reduce transaction costs, and employ higher intensities of seeds and fertilizers.","ai_generated":true,"unit":"zca-000048#insight-2","date_modified":"2026-10-23"},{"text":"There is a significant 'yield gap' in developing countries where yields could be increased through modern technology and optimized inputs; this gap is 11% in East Asia and up to 76% in Sub-Saharan Africa.","ai_generated":true,"unit":"zca-000048#insight-3","date_modified":"2026-10-23"},{"text":"Smallholder farmers are dominant producers of several global commodities: they produce 73% of all coffee, 90% of cocoa, and more than half of the world's tea.","ai_generated":true,"unit":"zca-000048#insight-4","date_modified":"2026-10-23"},{"text":"Smallholder farms support higher crop and non-crop biodiversity than larger farms due to ecological management, including limited insecticide use and the maintenance of diverse land cover types like wetlands and forests.","ai_generated":true,"unit":"zca-000048#insight-5","date_modified":"2026-10-23"},{"text":"In Africa, the adoption of climate-smart agricultural practices is primarily hindered by a lack of finance and credit, particularly for farmers with smaller land holdings.","ai_generated":true,"unit":"zca-000048#insight-6","date_modified":"2026-10-23"},{"text":"Smallholder agriculture is a critical economic pillar in Sub-Saharan Africa, where it employs up to 65% of the labor force and contributes 23% to the region's GDP.","ai_generated":true,"unit":"zca-000048#insight-7","date_modified":"2026-10-23"}],"climate_tags":["smallholder","food security","Climate-smart agriculture","agroforestry","biodiversity","climate finance","sustainable agriculture","food system"],"geography_discussed":["sub-Saharan Africa","Asia","Latin America","Kenya","Bangladesh","Tanzania","Nepal","Malawi","Zimbabwe","Liberia","Guinea-Bissau","Nigeria","South Africa","Ghana","Nicaragua"],"frame_perspective":[],"analysis_type":["assessment","economic analysis"]},{"id":"cmw-000468","url":"https://climateinsightsdirectory.org/document/cmw-000468","title":"Assessing the transparency and integrity of benefit sharing arrangements related to voluntary carbon market projects","publisher":{"name":"Carbon Market Watch","organization":"carbon-market-watch"},"document_type":"report","language":"en","date_published":"2023-11","source_url":"https://carbonmarketwatch.org/wp-content/uploads/2023/11/Assessing-transparency-and-integrity-of-benefit-sharing-arrangements-related-to-voluntary-carbon-market-projects.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that comprehensive requirements for benefit sharing arrangements are not common practice across major carbon crediting programmes. While some projects, particularly those under Plan Vivo, demonstrate best practices by providing detailed monitoring reports on monetary and non-monetary benefits, many others provide only procedural information or limited evidence of actual implementation. Major carbon crediting programmes like Verra (VCS), CAR, and ACR have largely resisted mandatory disclosure of benefit sharing terms, citing commercial confidentiality and a lack of institutional expertise to monitor downstream financial flows.","ai_generated":true,"unit":"cmw-000468#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Comprehensive requirements for benefit sharing arrangements are not standard across the major carbon crediting programmes reviewed, including ACR, CAR, Gold Standard, and VCS.","ai_generated":true,"unit":"cmw-000468#insight-1","date_modified":"2026-10-23"},{"text":"Plan Vivo is the only reviewed programme with a mandatory requirement for a benefit sharing mechanism, specifying that at least 60% of income from certificate sales must directly benefit project participants and local stakeholders.","ai_generated":true,"unit":"cmw-000468#insight-2","date_modified":"2026-10-23"},{"text":"The Integrity Council for the Voluntary Carbon Market (ICVCM) significantly reduced its requirements for benefit sharing in its final 2023 Assessment Framework following public consultation, moving from mandatory requirements to rules that only apply if a programme already requires such arrangements.","ai_generated":true,"unit":"cmw-000468#insight-3","date_modified":"2026-10-23"},{"text":"Major carbon crediting programmes (ACR, CAR, and Verra) opposed mandatory disclosure of benefit sharing arrangements, arguing that such information is commercially confidential and that monitoring these arrangements is outside their role and expertise.","ai_generated":true,"unit":"cmw-000468#insight-4","date_modified":"2026-10-23"},{"text":"A qualitative review of 47 projects found that only 15 included claims of benefit sharing in their Project Design Documents (PDDs), with no such claims found in the sample of projects registered under Gold Standard or ACR.","ai_generated":true,"unit":"cmw-000468#insight-5","date_modified":"2026-10-23"},{"text":"Best practice in benefit sharing was observed in some Plan Vivo projects, such as the Durian Rambun REDD+ project, which provided disaggregated data on how funds were spent, including specific outputs like the production of 12,000 packets of coffee via a women's group.","ai_generated":true,"unit":"cmw-000468#insight-6","date_modified":"2026-10-23"},{"text":"Many projects in the sample provided limited evidence of actual benefit sharing, with some reporting that no carbon credits had been issued yet or that activities were funded by third-party fundraising rather than carbon credit sales.","ai_generated":true,"unit":"cmw-000468#insight-7","date_modified":"2026-10-23"},{"text":"There is a lack of transparency regarding the actual financial split between project coordinators and local communities, as carbon prices and operational costs are often not disclosed, making it impossible to verify claims like the 60:40 split.","ai_generated":true,"unit":"cmw-000468#insight-8","date_modified":"2026-10-23"}],"climate_tags":["carbon offset","nature-based solutions","Reducing emissions from deforestation and forest degradation","afforestation","reforestation","climate finance","transparency","indigenous people"],"geography_discussed":["Fiji","Nicaragua","Mongolia","Indonesia","Vanuatu","Timor-Leste","Kenya","Colombia","Brazil","Ethiopia","Mexico","United States"],"frame_perspective":[],"analysis_type":["policy review","qualitative project analysis","transparency assessment"]},{"id":"cmw-000595","url":"https://climateinsightsdirectory.org/document/cmw-000595","title":"A fair share of the voluntary carbon market?","publisher":{"name":"Carbon Market Watch","organization":"carbon-market-watch"},"document_type":"policy brief","language":"en","date_published":"2023-11","source_url":"https://carbonmarketwatch.org/wp-content/uploads/2023/11/CMW_policy_briefing_benefit_sharing_2023_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The briefing reveals a systemic lack of rules and enforcement regarding benefit sharing arrangements (BSAs) in the voluntary carbon market. An analysis by Öko-Institut found that only two of five assessed carbon standards referenced BSAs, and only four of 47 reviewed projects provided clear evidence of benefit sharing with stakeholders beyond project implementers. The document argues that payments for results (such as payments for ecosystem services) are often incorrectly conflated with benefit sharing, which should instead be a distribution of revenues. It further notes that major standards like CAR, ACR, and VCS have opposed mandatory BSA rules from the ICVCM, citing confidentiality and capacity constraints.","ai_generated":true,"unit":"cmw-000595#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant lack of formal rules regarding benefit sharing arrangements (BSAs) across major carbon standards; only two of the five selected standards—American Carbon Registry (ACR) and Plan Vivo—referenced BSAs in their documentation.","ai_generated":true,"unit":"cmw-000595#insight-1","date_modified":"2026-10-23"},{"text":"Plan Vivo is the only assessed standard that mandates a benefit sharing mechanism, requiring that 60% of revenues from credit sales benefit local stakeholders or project participants.","ai_generated":true,"unit":"cmw-000595#insight-2","date_modified":"2026-10-23"},{"text":"Evidence of actual benefit sharing implementation is extremely low: of 47 projects reviewed, only 15 mentioned BSAs, and only four of those showed evidence of sharing benefits with stakeholders other than the project implementers.","ai_generated":true,"unit":"cmw-000595#insight-3","date_modified":"2026-10-23"},{"text":"The study identifies a failure to distinguish between 'benefit sharing' and 'payments for results' (such as payments for ecosystem services), with the latter being more akin to wages for work performed rather than a share of project benefits.","ai_generated":true,"unit":"cmw-000595#insight-4","date_modified":"2026-10-23"},{"text":"Major voluntary carbon market programs, including CAR, ACR, and VCS, have opposed proposed ICVCM rules that would mandate the implementation of BSAs, arguing that such requirements infringe on confidential information and exceed their management capacity.","ai_generated":true,"unit":"cmw-000595#insight-5","date_modified":"2026-10-23"},{"text":"The absence of a universal definition for BSAs leads to confusion between 'benefit sharing' (revenues from credit sales) and 'co-benefits' (sustainable development benefits from project implementation), potentially harming indigenous peoples and local communities.","ai_generated":true,"unit":"cmw-000595#insight-6","date_modified":"2026-10-23"}],"climate_tags":["carbon offset","indigenous people","climate finance"],"geography_discussed":["Nicaragua","Indonesia","Mongolia","Vanuatu","Timor-Leste","Ethiopia","Colombia","Brazil","Kenya","Fiji","United States"],"frame_perspective":[],"analysis_type":["policy assessment","qualitative analysis"]},{"id":"cmw-000596","url":"https://climateinsightsdirectory.org/document/cmw-000596","title":"¿Una distribución justa del mercado voluntario del carbono?","publisher":{"name":"Carbon Market Watch","organization":"carbon-market-watch"},"document_type":"policy brief","language":"es","date_published":"2023-11","source_url":"https://carbonmarketwatch.org/wp-content/uploads/2024/04/CMW_policy_briefing_benefit_sharing_2023_11_ES.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the prevalence and quality of benefit-sharing agreements in the voluntary carbon market (VCM). Based on an Öko-Institut study, it finds that most carbon standards and projects lack clear, enforceable mechanisms to distribute financial and non-financial benefits to local communities. It highlights a critical confusion between 'benefit-sharing' and 'payment for results' (such as salaries or payments for ecosystem services), arguing that the former should be a separate share of profits. The brief concludes that the absence of uniform definitions and the opposition of major standards to mandatory rules hinder the equitable distribution of carbon credit revenues.","ai_generated":true,"unit":"cmw-000596#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Standard carbon credit programs rarely mandate benefit-sharing arrangements. Of five selected standards, only two (ACR and Plan Vivo) mentioned them in regulatory documents, and Plan Vivo was the only one to require a \"mecanismo de distribución de beneficios\".","ai_generated":true,"unit":"cmw-000596#insight-1","date_modified":"2026-10-23"},{"text":"Evidence of actual benefit distribution is extremely scarce across projects. Out of 47 projects reviewed, only 15 mentioned benefit-sharing in their design documents, and only four of those provided evidence of distribution to stakeholders other than the project implementers.","ai_generated":true,"unit":"cmw-000596#insight-2","date_modified":"2026-10-23"},{"text":"There is a significant lack of distinction between benefit-sharing and payments for results. Most projects use payments for ecosystem services (PES), which the report characterizes as similar to wages or salaries rather than a true distribution of profits.","ai_generated":true,"unit":"cmw-000596#insight-3","date_modified":"2026-10-23"},{"text":"Major voluntary carbon market standards have resisted the implementation of mandatory benefit-sharing rules. CAR, ACR, and VCS rejected the mandatory nature of such agreements proposed by the ICVCM, citing concerns over confidential information and a lack of specialized management capacity.","ai_generated":true,"unit":"cmw-000596#insight-4","date_modified":"2026-10-23"},{"text":"The absence of a uniform definition for 'benefit-sharing' leads to poor implementation and confusion with 'co-benefits'. While co-benefits generally refer to sustainable development gains from project execution, benefit-sharing refers to the distribution of revenues from the sale of carbon credits.","ai_generated":true,"unit":"cmw-000596#insight-5","date_modified":"2026-10-23"}],"climate_tags":["carbon offset","carbon credit","indigenous people","climate finance"],"geography_discussed":["Nicaragua","Indonesia","Mongolia","Vanuatu","Timor-Leste","Ethiopia","Fiji","Colombia","Brazil","Kenya","United States"],"frame_perspective":[],"analysis_type":["policy evaluation","qualitative analysis"]},{"id":"cmw-000597","url":"https://climateinsightsdirectory.org/document/cmw-000597","title":"Un partage équitable du marché volontaire du carbone?","publisher":{"name":"Carbon Market Watch","organization":"carbon-market-watch"},"document_type":"policy brief","language":"fr","date_published":"2023-11","source_url":"https://carbonmarketwatch.org/wp-content/uploads/2024/04/CMW_policy_briefing_benefit_sharing_2023_11_fre.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the lack of standardized rules for benefit-sharing agreements (BSAs) in the voluntary carbon market, finding that most carbon standards and projects fail to provide evidence of equitable benefit distribution to indigenous peoples and local communities (IPLCs).","ai_generated":true,"unit":"cmw-000597#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Most carbon standards lack formal requirements for benefit-sharing agreements. Of the five selected standards reviewed, only two (American Carbon Registry and Plan Vivo) mention \"benefit-sharing agreements\" in their standard documents, and Plan Vivo is the only one that explicitly requires a \"benefit-sharing mechanism.\"","ai_generated":true,"unit":"cmw-000597#insight-1","date_modified":"2026-10-23"},{"text":"Evidence of benefit-sharing with stakeholders other than project implementers is extremely rare. Out of 47 projects examined, only 15 mentioned BSAs in their design documents, and of those 15, only four provided evidence of sharing benefits with parties other than the project implementers.","ai_generated":true,"unit":"cmw-000597#insight-2","date_modified":"2026-10-23"},{"text":"There is a critical confusion between benefit-sharing and payments for results (such as payments for ecosystem services). The report argues that payments for results are akin to wages for work performed and should not be considered equivalent to the sharing of profits generated from carbon credit sales.","ai_generated":true,"unit":"cmw-000597#insight-3","date_modified":"2026-10-23"},{"text":"Major voluntary carbon market standards have resisted mandatory benefit-sharing rules. CAR, ACR, and VCS rejected mandatory BSAs, citing concerns over confidential information and a lack of expertise or capacity to manage such agreements.","ai_generated":true,"unit":"cmw-000597#insight-4","date_modified":"2026-10-23"},{"text":"The absence of a standardized definition for \"benefits\" leads to poor implementation and potential misuse. This lack of clarity often results in the interchangeable use of \"co-benefits\" (sustainable development benefits from project implementation) and \"benefits\" (monetary or non-monetary gains from credit sales), which may disadvantage indigenous peoples and local communities.","ai_generated":true,"unit":"cmw-000597#insight-5","date_modified":"2026-10-23"}],"climate_tags":["carbon offset","indigenous people","carbon credit","climate finance","sustainable development"],"geography_discussed":["Nicaragua","Indonesia","Mongolia","Vanuatu","Timor-Leste","Ethiopia","Fiji","Colombia","Brazil","Kenya"],"frame_perspective":[],"analysis_type":["policy brief","qualitative assessment"]},{"id":"cmw-000598","url":"https://climateinsightsdirectory.org/document/cmw-000598","title":"Uma proporção justa do mercado voluntário de carbono? Como a ausência de regras padronizadas sobre os acordos de partilha de benefícios prejudica as comunidades locais e os povos indígenas","publisher":{"name":"Carbon Market Watch","organization":"carbon-market-watch"},"document_type":"policy brief","language":"pt","date_published":"2023-11","source_url":"https://carbonmarketwatch.org/wp-content/uploads/2024/04/CMW_policy_briefing_benefit_sharing_2023_11_por-PT.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document reports on a study by the Öko-Institut commissioned by Carbon Market Watch, which found that benefit-sharing arrangements (BSAs) in the voluntary carbon market are largely insufficient and lack transparency. Analysis of five carbon standards and 47 projects revealed that most standards do not require BSAs, and very few projects provide evidence of distributing benefits beyond simple performance-based payments. The brief argues that performance payments (like salaries) should not be conflated with benefit-sharing and calls for the Integrity Council for Voluntary Carbon Markets (ICVCM) to mandate standardized, transparent BSA rules.","ai_generated":true,"unit":"cmw-000598#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Most carbon standards lack formal requirements for benefit-sharing arrangements. Of the five standards analyzed, only two (American Carbon Registry and Plan Vivo) mention \"benefit sharing arrangements\" in their regulatory documents, and Plan Vivo is the only one that explicitly requires a \"benefit sharing mechanism.\"","ai_generated":true,"unit":"cmw-000598#insight-1","date_modified":"2026-10-23"},{"text":"Evidence of benefit-sharing implementation is extremely low across projects. Out of 47 projects analyzed, only 15 mentioned BSAs in their design documents, and of those, only four provided evidence of sharing benefits with stakeholders other than the project implementers.","ai_generated":true,"unit":"cmw-000598#insight-2","date_modified":"2026-10-23"},{"text":"There is a critical failure to distinguish between benefit-sharing and performance-based payments. Most projects use payments for environmental services (PES), which the report characterizes as similar to wages or remuneration for work, rather than a true share of the commercial benefits from carbon credit sales.","ai_generated":true,"unit":"cmw-000598#insight-3","date_modified":"2026-10-23"},{"text":"Major carbon standards have resisted mandatory BSA rules. The Climate Action Reserve (CAR), American Carbon Registry (ACR), and Verified Carbon Standard (VCS) rejected mandatory BSAs, citing concerns over confidential information and a lack of capacity to manage such arrangements.","ai_generated":true,"unit":"cmw-000598#insight-4","date_modified":"2026-10-23"},{"text":"The lack of a standardized definition for BSAs leads to poor implementation and confusion between 'benefits' and 'co-benefits'. Co-benefits are generally sustainable development results from project implementation, whereas BSAs should relate to the monetary or non-monetary benefits from the sale of carbon credits.","ai_generated":true,"unit":"cmw-000598#insight-5","date_modified":"2026-10-23"}],"climate_tags":["carbon offset","carbon credit","indigenous people","climate finance","transparency"],"geography_discussed":["Nicaragua","Indonesia","Mongolia","Vanuatu","Timor-Leste","Ethiopia","Fiji","Colombia","Brazil","Kenya","United States"],"frame_perspective":[],"analysis_type":["policy assessment","qualitative analysis"]},{"id":"sei-000156","url":"https://climateinsightsdirectory.org/document/sei-000156","title":"In memory of Lisa Segnestam","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"statement","language":"en","date_published":"2023-08-28","source_url":"https://www.sei.org/features/in-memory-of-lisa-segnestam/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Stockholm Environment Institute commemorates Dr. Lisa Segnestam, a Research Fellow from 2000 to 2023, noting her influence on the organization's approach to gender and social equity. Her work emphasized norm-critical and intersectional perspectives on power, vulnerability, and gendered constructions within the contexts of poverty alleviation, disaster risk reduction, and water governance.","ai_generated":true,"unit":"sei-000156#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Dr. Lisa Segnestam's research at SEI between 2000 and 2023 focused on gender and social equity, specifically regarding water governance, disaster risk reduction, and poverty alleviation, utilizing norm-critical and intersectional perspectives.","ai_generated":true,"unit":"sei-000156#insight-1","date_modified":"2026-10-23"},{"text":"Segnestam conducted specific field research on vulnerability in Nicaragua, focusing on rural poor populations facing drought, and in Costa Rica, examining climate change vulnerability among Indigenous and non-Indigenous people.","ai_generated":true,"unit":"sei-000156#insight-2","date_modified":"2026-10-23"},{"text":"Her work in Europe contributed to the development of co-creation and participatory research methodologies applied to adaptation and disaster risk reduction.","ai_generated":true,"unit":"sei-000156#insight-3","date_modified":"2026-10-23"}],"climate_tags":["gender equality","social equity","climate change vulnerability","disaster risk reduction","water-management","climate change adaptation"],"geography_discussed":["Nicaragua","Costa Rica","Europe","People's Republic of China","Latin America"],"frame_perspective":[],"analysis_type":["biographical"]},{"id":"costratri-000144","url":"https://climateinsightsdirectory.org/document/costratri-000144","title":"Feeding Resilience: Climate Change and Food Insecurity Impacts on U.S. National Security Project","publisher":{"name":"The Council on Strategic Risks","organization":"the-council-on-strategic-risks"},"document_type":"report","language":"en","date_published":"2023-08-09","source_url":"https://councilonstrategicrisks.org/2023/08/09/feeding-resilience/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a critical policy gap where climate change, food insecurity, and national security are often addressed in silos. It argues that while the U.S. intelligence and military communities recognize these as top security concerns, current interventions remain focused on immediate humanitarian aid rather than long-term community resilience. The document recommends scaling up R&D, synchronizing agricultural emission cuts with food supply needs, and integrating geopolitical risks into strategic military and government planning to prevent global instability and conflict.","ai_generated":true,"unit":"costratri-000144#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Current food security policies prioritize immediate emergency responses over long-term resilience, evidenced by global humanitarian aid increasing at a rate six times faster than development assistance over the last decade.","ai_generated":true,"unit":"costratri-000144#insight-1","date_modified":"2026-10-23"},{"text":"The U.S. national security and intelligence communities view the nexus of climate change and food security as a major threat; specifically, a 2021 National Intelligence Estimate identified 11 climate-vulnerable countries and two regions as particular concerns for U.S. national security.","ai_generated":true,"unit":"costratri-000144#insight-2","date_modified":"2026-10-23"},{"text":"There is a significant disconnect in policy framing, as interventions for food insecurity are rarely developed as security-enhancing measures, despite food insecurity being a known precursor to instability.","ai_generated":true,"unit":"costratri-000144#insight-3","date_modified":"2026-10-23"},{"text":"U.S. investment in public agricultural research and development has decreased by one-third over the last 20 years, while China has tripled its investments to become the world's leading funder of agricultural R&D.","ai_generated":true,"unit":"costratri-000144#insight-4","date_modified":"2026-10-23"},{"text":"Food insecurity contributes to irregular migration; the World Food Programme estimates that refugee outflows increase by nearly 2% for every year of food insecurity.","ai_generated":true,"unit":"costratri-000144#insight-5","date_modified":"2026-10-23"},{"text":"A tension exists between the need to increase agricultural yields for a projected population of 9.4 to 10.2 billion by 2050 and the fact that food systems cause approximately 25% of greenhouse gas emissions and up to 80% of biodiversity loss.","ai_generated":true,"unit":"costratri-000144#insight-6","date_modified":"2026-10-23"}],"climate_tags":["food insecurity","national security","climate change","climate change adaptation","Climate-smart agriculture","biodiversity loss"],"geography_discussed":["Ukraine","Ethiopia","People's Republic of China","Nigeria","Afghanistan","Myanmar","India","Pakistan","North Korea","Guatemala","Haiti","Honduras","Nicaragua","Colombia","Iraq"],"frame_perspective":[],"analysis_type":["policy assessment","landscape assessment"]},{"id":"commyale-000014","url":"https://climateinsightsdirectory.org/document/commyale-000014","title":"Global Warming’s Six Audiences: A Cross-National Comparison","publisher":{"name":"Yale Program on Climate Change Communication","organization":"yale-program-on-climate-change-communication"},"document_type":"report","language":"en","date_published":"2023-08-01","source_url":"https://climatecommunication.yale.edu/publications/global-warmings-six-audiences-a-cross-national-comparison/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report uses the Six Americas Super Short Survey (SASSY) to categorize Facebook users in 110 countries and territories into six groups: Alarmed, Concerned, Cautious, Disengaged, Doubtful, and Dismissive. The 'Alarmed' group is the largest in approximately 80 of the surveyed locations, with the highest percentages found in Chile (65%), Mexico (64%), Malawi (63%), Bolivia (62%), and Sri Lanka (61%). Conversely, the United States exhibits a higher proportion of 'Doubtful' and 'Dismissive' respondents (22%) compared to other major carbon emitters and is less 'Alarmed' (34%) than many of its peers. Regional analysis shows South America has the highest proportion of countries with a majority of 'Alarmed' respondents, while Southwest Asia and North Africa show higher levels of doubt or dismissal, particularly in Yemen (34%).","ai_generated":true,"unit":"commyale-000014#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 'Alarmed' audience—those who view climate change as an urgent, human-caused threat and support climate policies—is the most prevalent group in about 73% of the surveyed countries and territories (80 out of 110). In 29 countries, at least 50% of respondents are Alarmed, with the highest concentrations in Chile (65%), Mexico (64%), Malawi (63%), Bolivia (62%), and Sri Lanka (61%).","ai_generated":true,"unit":"commyale-000014#insight-1","date_modified":"2026-10-23"},{"text":"Among the world's top carbon-emitting nations, the United States has a notably higher proportion of 'Doubtful' and 'Dismissive' respondents (22%) than other major emitters. The U.S. is also less 'Alarmed' (34%) than other top emitters like Mexico (64%), Brazil (59%), and India (55%), and shares one of the lowest percentages of Alarmed respondents with Germany (34%).","ai_generated":true,"unit":"commyale-000014#insight-2","date_modified":"2026-10-23"},{"text":"Regional variations in climate attitudes are significant: South America has the highest frequency of countries where a majority of the population is 'Alarmed' (6 out of 9 countries), while the region of Southwest Asia and North Africa shows high levels of skepticism, with Yemen reporting 34% of respondents as 'Doubtful' or 'Dismissive'.","ai_generated":true,"unit":"commyale-000014#insight-3","date_modified":"2026-10-23"},{"text":"The survey identifies specific national extremes in climate attitudes, such as Czechia and Yemen having the lowest percentages of 'Alarmed' respondents (both 9%), and the United States, Saudi Arabia (17%), and Australia (16%) having the highest percentages of 'Doubtful' or 'Dismissive' respondents.","ai_generated":true,"unit":"commyale-000014#insight-4","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions"],"geography_discussed":["Chile","Mexico","Malawi","Bolivia","Sri Lanka","Czech Republic","Yemen","United States","Brazil","India","Germany","United Kingdom","Saudi Arabia","Indonesia","Australia","Thailand","New Zealand","Portugal","Norway","Finland","Kosovo","Netherlands","Sweden","Cyprus","Armenia","Denmark","Bosnia and Herzegovina","Ireland","Romania","Costa Rica","El Salvador","Puerto Rico","Panama","Nicaragua","Guatemala","Honduras","Haiti","Canada","Uruguay","Turkey","Jordan","Iraq","Nigeria","Benin","Kenya","Congo","Tanzania","Asia and the Pacific","Europe","North America","South America","Southwest Asia and North Africa","sub-Saharan Africa"],"frame_perspective":[],"analysis_type":["cross-national comparison","survey"]},{"id":"wwf-000669","url":"https://climateinsightsdirectory.org/document/wwf-000669","title":"Handbook for Developing Jurisdictional Initiatives for the Seafood Sector","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"guide","language":"en","date_published":"2023-08","source_url":"https://www.worldwildlife.org/documents/571/6je9bbb459_FINAL_Handbook_Developing_JurisdictionalInitiatives_for_SeafoodSect_tkh6nWw.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document defines seafood jurisdictional initiatives (JIs) as place-based efforts combining policy and market-based approaches to achieve holistic sustainability. It argues that traditional certification, ratings, and improvement (CRI) efforts are insufficient for global scale and systemic issues. The handbook outlines a three-step implementation process: scoping, co-designing, and co-implementing, emphasizing the necessity of government leadership, multistakeholder collaboration, and long-term blended finance.","ai_generated":true,"unit":"wwf-000669#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Seafood jurisdictional initiatives (JIs) are defined as place-based efforts in key commodity-producing regions that use both policy and market-based approaches to achieve holistic improvements in seafood production at relevant ecological and political scales.","ai_generated":true,"unit":"wwf-000669#insight-1","date_modified":"2026-10-23"},{"text":"Traditional certification, ratings, and improvement (CRI) efforts, while impactful, are limited because they focus on individual farms or fisheries and often fail to address systemic barriers like labor rights, climate change, and cumulative environmental impacts that require policy-level changes.","ai_generated":true,"unit":"wwf-000669#insight-2","date_modified":"2026-10-23"},{"text":"Successful JIs require several key enablers, including an appropriate jurisdictional scale, enabling legal frameworks, institutional capacity, and long-term financing, often utilizing a blended finance approach.","ai_generated":true,"unit":"wwf-000669#insight-3","date_modified":"2026-10-23"},{"text":"Government leadership is critical for the durability of JIs, as they provide the regulatory authority needed for systemic change; however, initiatives must be designed to withstand political turnover through long-term financing or buy-in from technical agencies.","ai_generated":true,"unit":"wwf-000669#insight-4","date_modified":"2026-10-23"},{"text":"The implementation of a JI follows a three-step process: Scoping (identifying sites and assessing enabling conditions), Co-Designing (creating a shared vision, contextual analysis, and action plan), and Co-Implementing (executing policy and private-sector interventions with regular monitoring).","ai_generated":true,"unit":"wwf-000669#insight-5","date_modified":"2026-10-23"},{"text":"The Parties to the Nauru Agreement (PNA) in the Western Central Pacific Ocean serves as a primary example of a successful JI, where eight governments created a tuna management regime that increased revenues from US$60 million in 2010 to nearly US$500 million in 2018.","ai_generated":true,"unit":"wwf-000669#insight-6","date_modified":"2026-10-23"},{"text":"JIs aim for a 'triple bottom line' of outcomes: environmental sustainability (including climate and biodiversity resilience), social resilience (equity and labor rights), and economic profitability for local fishers and workers.","ai_generated":true,"unit":"wwf-000669#insight-7","date_modified":"2026-10-23"},{"text":"The handbook recommends using specific diagnostic tools for contextual analysis, such as the Social Responsibility Assessment Tool for the Seafood Sector (SRA) for social risks and MSC or ASC standards for environmental benchmarking.","ai_generated":true,"unit":"wwf-000669#insight-8","date_modified":"2026-10-23"}],"climate_tags":["biodiversity loss","climate resilience","Blended Finance","climate impact"],"geography_discussed":["Q27222326","Indonesia","Nicaragua","Fiji","New Caledonia","Cook Islands"],"frame_perspective":[],"analysis_type":["guide","framework"]},{"id":"wwf-000818","url":"https://climateinsightsdirectory.org/document/wwf-000818","title":"Developing Jurisdictional Initiatives for the Seafood Sector","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"guide","language":"en","date_published":"2023-08","source_url":"https://www.worldwildlife.org/documents/513/8nigyhaome_FINAL_Developing_JurisdictionalInitiatives_for_SeafoodSector_FullGu_bVwB0WY.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines the concept of seafood Jurisdictional Initiatives (JIs) as place-based, multistakeholder efforts that combine policy reform and market-based incentives to address systemic sustainability challenges. It contrasts JIs with traditional certification, ratings, and improvement (CRI) projects, arguing that JIs are better suited for tackling cumulative impacts, climate resilience, and social equity across entire production geographies. The guide details a three-step implementation process—scoping, co-designing, and co-implementing—and emphasizes the critical roles of government leadership, private-sector engagement, and the inclusion of Indigenous peoples and local communities. It also provides guidance on establishing monitoring, reporting, and verification frameworks to ensure the credibility of sustainability claims.","ai_generated":true,"unit":"wwf-000818#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Seafood Jurisdictional Initiatives (JIs) are defined as place-based efforts in key commodity-producing regions that use both policy and market-based approaches to achieve holistic improvements in seafood production at ecological and political scales.","ai_generated":true,"unit":"wwf-000818#insight-1","date_modified":"2026-10-23"},{"text":"JIs are presented as complementary to, rather than replacements for, certification, ratings, and improvement (CRI) efforts. While CRI focuses on individual fisheries or farms, JIs address systemic barriers such as cumulative environmental impacts, labor rights, and biodiversity loss that typically require policy-level changes.","ai_generated":true,"unit":"wwf-000818#insight-2","date_modified":"2026-10-23"},{"text":"Successful JIs require several key enablers, including alignment with political and ecological scales, enabling legal frameworks, long-term financing (often using a blended finance approach), and strong commitment from governments, private-sector actors, and local communities.","ai_generated":true,"unit":"wwf-000818#insight-3","date_modified":"2026-10-23"},{"text":"The implementation of a seafood JI follows a three-step process: Scoping (identifying sites and assessing enabling conditions), Co-Designing (creating a shared vision, goals, and an action plan), and Co-Implementing (executing policy and private-sector interventions and monitoring results).","ai_generated":true,"unit":"wwf-000818#insight-4","date_modified":"2026-10-23"},{"text":"To maintain credibility, JIs must implement a monitoring and verification framework. Because JIs are long-term (often 8 to 20 years), stakeholders are advised to focus initially on 'structural' and 'action' claims before making 'performance' or 'outcome' claims.","ai_generated":true,"unit":"wwf-000818#insight-5","date_modified":"2026-10-23"},{"text":"Traceability and transparency are essential for verifying sustainable practices and preventing seafood fraud or illegal, unreported, and unregulated (IUU) fishing. The guide recommends following the Global Dialogue on Seafood Traceability (GDST) standards.","ai_generated":true,"unit":"wwf-000818#insight-6","date_modified":"2026-10-23"},{"text":"The Parties to the Nauru Agreement (PNA) in the Western Central Pacific Ocean serves as a primary example of a successful JI, where eight governments created a tuna management regime that increased revenues from US$60 million in 2010 to nearly US$500 million in 2018.","ai_generated":true,"unit":"wwf-000818#insight-7","date_modified":"2026-10-23"}],"climate_tags":["biodiversity loss","climate resilience","climate finance","Blended Finance","human rights"],"geography_discussed":["Q27222326","Indonesia","Nicaragua","Fiji","New Caledonia","Cook Islands","Brazil"],"frame_perspective":[],"analysis_type":["guidance","framework"]},{"id":"wwf-000896","url":"https://climateinsightsdirectory.org/document/wwf-000896","title":"Guidelines for Developing Jurisdictional Initiatives for the Seafood Sector","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"guide","language":"en","date_published":"2023-08","source_url":"https://www.worldwildlife.org/documents/570/9pvyq8y0kf_FINAL_Guidelines_for_Developing_JurisdictionalInitiatives_for_Seafo_7vrBq8B.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The guidelines advocate for jurisdictional initiatives (JIs) as a complementary approach to traditional certification, ratings, and improvement (CRI) efforts. While CRI focuses on individual farms or fisheries, JIs operate at a broader scale to address systemic issues like climate resilience, biodiversity loss, and labor rights through policy reform and multistakeholder collaboration. The document outlines key enablers for success, including government leadership, long-term blended finance, and ecosystem-based management. It also provides frameworks for monitoring, reporting, and verifying claims, emphasizing that performance outcomes typically take eight to 20 years to materialize. Case studies, such as the Parties to the Nauru Agreement (PNA) for tuna and a shrimp aquaculture project in Indonesia, illustrate the application of these principles.","ai_generated":true,"unit":"wwf-000896#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Jurisdictional initiatives (JIs) are defined as place-based efforts in seafood-producing regions that combine policy and market-based approaches to achieve holistic improvements at ecological and political scales.","ai_generated":true,"unit":"wwf-000896#insight-1","date_modified":"2026-10-23"},{"text":"JIs are intended to complement traditional certification, ratings, and improvement (CRI) efforts by addressing systemic barriers that CRI cannot, such as cumulative environmental impacts, climate change, and regional social issues.","ai_generated":true,"unit":"wwf-000896#insight-2","date_modified":"2026-10-23"},{"text":"Successful JIs require several key enablers, including a coordinating backbone organization, long-term financing (often using a blended finance approach), and a political scale that aligns with decision-making authority.","ai_generated":true,"unit":"wwf-000896#insight-3","date_modified":"2026-10-23"},{"text":"The timeframe for achieving systemic change and ecosystem-level outcomes through JIs is long, typically ranging from eight to 20 years.","ai_generated":true,"unit":"wwf-000896#insight-4","date_modified":"2026-10-23"},{"text":"Government leadership is critical for the durability of JIs, as they provide the regulatory authority needed to implement policies across an entire production geography.","ai_generated":true,"unit":"wwf-000896#insight-5","date_modified":"2026-10-23"},{"text":"The Parties to the Nauru Agreement (PNA) serves as a primary example of a successful fishery JI, where eight Pacific Island governments increased revenues from US$60 million in 2010 to nearly US$500 million in 2018 through a joint management regime.","ai_generated":true,"unit":"wwf-000896#insight-6","date_modified":"2026-10-23"},{"text":"A shrimp aquaculture JI is being developed in Banyuwangi, East Java, Indonesia, using a zonal management approach to address shared threats like disease and pollution.","ai_generated":true,"unit":"wwf-000896#insight-7","date_modified":"2026-10-23"},{"text":"To maintain credibility, JIs must use a tiered verification system for claims: structural and action claims can be verified by second parties, but performance claims require independent third-party verification.","ai_generated":true,"unit":"wwf-000896#insight-8","date_modified":"2026-10-23"},{"text":"Traceability and transparency are essential for verifying market claims and reducing risks such as seafood fraud and illegal, unreported, and unregulated (IUU) fishing.","ai_generated":true,"unit":"wwf-000896#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","biodiversity loss","aquaculture","Blended Finance","human rights"],"geography_discussed":["Q27222326","Indonesia","Nicaragua"],"frame_perspective":[],"analysis_type":["guidance","framework"]}]}