{"query_echo":{"q":"","filters":{"analysis_type":["multivariate discrete choice model"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'multivariate discrete choice model' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":1,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=multivariate+discrete+choice+model","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":"cdkn-000154","url":"https://climateinsightsdirectory.org/document/cdkn-000154","title":"Micro-level analysis of farmers' adaptation to climate change in Southern Africa","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"research paper","language":"en","date_published":"2009-09-09","source_url":"https://cdkn.org/resource/micro-level-analysis-of-farmers-adaptation-to-climate-change-in-southern-africa","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study analyzes farmer adaptation to climate change in Southern Africa, identifying key drivers of adaptation and recommending policy interventions to improve farmer resilience.","ai_generated":true,"unit":"cdkn-000154#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The study identifies that access to credit, access to extension services, and awareness of climate change are significant determinants of whether farmers adopt adaptation strategies at the farm level.","ai_generated":true,"unit":"cdkn-000154#insight-1","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["micro-level analysis","multivariate discrete choice model"]}]}