{"query_echo":{"q":"","filters":{"analysis_type":["framework analysis"]},"warnings":[]},"total":{"value":22,"relation":"eq"},"page":2,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=framework+analysis&page=2","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":"issafri-002332","url":"https://climateinsightsdirectory.org/document/issafri-002332","title":"Supporting sustainable livelihoods: A critical review of assistance in post-conflict situations","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":null,"source_url":"https://issafrica.s3.amazonaws.com/site/uploads/Mono102.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that post-conflict recovery requires a shift from short-term humanitarian relief to a sustainable livelihoods approach that addresses the root causes of conflict, such as poverty, powerlessness, and the loss of assets. It examines the 'deadly triad' of food insecurity, HIV/AIDS, and conflict, and provides frameworks for analyzing household vulnerability and the political economy of war. Case studies from Angola, Sudan, Mozambique, and Uganda illustrate the importance of integrating emergency relief with long-term developmental support, particularly for internally displaced persons (IDPs) and the urban poor.","ai_generated":true,"unit":"issafri-002332#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Africa faces a 'deadly triad' of interrelated burdens consisting of chronic food insecurity, HIV/AIDS, and conflict, which together create endemic threats to livelihoods.","ai_generated":true,"unit":"issafri-002332#insight-1","date_modified":"2026-10-23"},{"text":"Modern 'New Wars' in Africa are often triggered by a combination of entrenched poverty, state weakness, and excessive dependence on natural resource exports, rather than purely ethnic or ideological motives.","ai_generated":true,"unit":"issafri-002332#insight-2","date_modified":"2026-10-23"},{"text":"There is a strong correlation between both resource scarcity and resource abundance (such as oil and diamonds) and the risk of armed conflict, as seen in Angola, Sierra Leone, and the Democratic Republic of Congo.","ai_generated":true,"unit":"issafri-002332#insight-3","date_modified":"2026-10-23"},{"text":"The Sustainable Livelihoods (SL) approach emphasizes that poverty is multidimensional and that recovery must focus on the 'asset limitations of the poor' and the institutional environments that either facilitate or block their progress.","ai_generated":true,"unit":"issafri-002332#insight-4","date_modified":"2026-10-23"},{"text":"Conflict often creates 'war economies' where the formal economy collapses and is replaced by systems of predation, asset stripping, and illicit trade, which can benefit local political elites and business mafias while further immiserating the poor.","ai_generated":true,"unit":"issafri-002332#insight-5","date_modified":"2026-10-23"},{"text":"Internally displaced persons (IDPs) in Africa lack the extensive legal rights of refugees and are often victims of the state's own military objectives, making them highly vulnerable to the manipulation of food aid.","ai_generated":true,"unit":"issafri-002332#insight-6","date_modified":"2026-10-23"},{"text":"In post-war Angola, the urban poor in Luanda rely heavily on the informal market economy, dominated by women, but face extreme social exclusion and a lack of access to formal credit, forcing them to use high-interest parallel market loans.","ai_generated":true,"unit":"issafri-002332#insight-7","date_modified":"2026-10-23"},{"text":"Climate change is expected to increase vulnerability in Southern Africa, with models predicting increased temperature and more extreme rainfall and drought periods, which may negatively impact cereal production.","ai_generated":true,"unit":"issafri-002332#insight-8","date_modified":"2026-10-23"},{"text":"The HIV/AIDS pandemic exacerbates livelihood vulnerability by reducing agricultural labour, decreasing crop yields, and disrupting the functioning of households through the loss of skills and increased care burdens.","ai_generated":true,"unit":"issafri-002332#insight-9","date_modified":"2026-10-23"},{"text":"Effective post-conflict recovery requires a 'transitional approach' that integrates emergency relief with long-term investments in infrastructure, human rights, and the restoration of operative government structures.","ai_generated":true,"unit":"issafri-002332#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate change","food security","natural resource management","environmental degradation","microfinance","land tenure"],"geography_discussed":["Angola","Sudan","Mozambique","Uganda","Democratic Republic of the Congo","South Africa","Luanda"],"frame_perspective":[],"analysis_type":["critical review","framework analysis","case study"]},{"id":"seforall-000143","url":"https://climateinsightsdirectory.org/document/seforall-000143","title":"ENERGY SAFETY NETS","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"guide","language":"en","date_published":null,"source_url":"https://www.seforall.org/system/files/2020-02/ESN_policymakers-SEforALL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document defines Energy Safety Nets (ESNs) as government-led approaches to close the affordability gap for essential energy services, including electricity and clean cooking fuels. It distinguishes between ESNs for physical connections (one-off transfers) and those for ongoing consumption (recurring transfers). The guide outlines various targeting methods—geographic, social, economic, and demographic—and delivery mechanisms such as cash transfers, vouchers, and reduced tariffs. It emphasizes the need for gender-responsive design, robust evaluation, and high-level policy coordination to achieve universal energy access as outlined in Sustainable Development Goal 7.","ai_generated":true,"unit":"seforall-000143#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"ESNs are categorized into two primary types: those providing physical connections (one-off resource transfers) and those supporting ongoing consumption (recurring resource transfers). Connection support can include free connections, reduced rates, or concessional loans for grid, mini-grid, or off-grid solar systems, as well as equipment for clean cooking like LPG cylinders and stoves.","ai_generated":true,"unit":"seforall-000143#insight-1","date_modified":"2026-10-23"},{"text":"Policymakers can employ several targeting approaches for ESNs, including geographic targeting, social characteristics, economic characteristics (such as means testing), and demographic characteristics. The guide notes that means testing tends to increase the share of support reaching the poor but can involve high administrative costs.","ai_generated":true,"unit":"seforall-000143#insight-2","date_modified":"2026-10-23"},{"text":"The delivery of ESN subsidies can occur through cash transfers, vouchers, reduced market prices, or direct resource transfers to providers. The document highlights India's 'PaHaL' scheme as an example of Direct Benefit Transfer, where LPG subsidies are deposited directly into bank accounts to improve transparency and remove 'ghost' connections.","ai_generated":true,"unit":"seforall-000143#insight-3","date_modified":"2026-10-23"},{"text":"Effective ESN design must address gender differences, as women traditionally manage domestic energy but may face barriers in accessing financial services or decision-making power when transitioning to modern energy. The guide suggests targeting resource transfers to women to protect or enhance their empowerment.","ai_generated":true,"unit":"seforall-000143#insight-4","date_modified":"2026-10-23"}],"climate_tags":["energy access","clean cooking","photovoltaics","energy subsidy","energy poverty"],"geography_discussed":["Mexico","Brazil","Ghana","Indonesia","Kenya"],"frame_perspective":[],"analysis_type":["policy guide","framework analysis"]}]}