{"query_echo":{"q":"","filters":{"geography":["Aloatra-Mangoro"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'Aloatra-Mangoro' for facet 'geography' is not in the controlled vocabulary."}]},"total":{"value":1,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Aloatra-Mangoro","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":"sei-000992","url":"https://climateinsightsdirectory.org/document/sei-000992","title":"Adaptation Finance Madagascar","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2022-12-07","source_url":"https://www.sei.org/publications/adaptation-finance-madagascar","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study investigates a UN Adaptation Fund project in Madagascar's Aloatra-Mangoro region, finding that project benefits disproportionately accrued to households with higher political connectivity rather than the most vulnerable, thereby exacerbating local inequality.","ai_generated":true,"unit":"sei-000992#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Analysis of 599 household surveys using a multi-level model reveals that households receiving project benefits possessed higher levels of political connectivity compared to those who did not participate.","ai_generated":true,"unit":"sei-000992#insight-1","date_modified":"2026-10-23"},{"text":"The UN Adaptation Fund project likely failed to target the most vulnerable populations, instead benefiting households already better positioned to adapt and increasing inequality within the targeted communities.","ai_generated":true,"unit":"sei-000992#insight-2","date_modified":"2026-10-23"}],"climate_tags":["adaptation finace","climate change adaptation"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["quantitative analysis","qualitative analysis","mixed-methods"]}]}