{"query_echo":{"q":"","filters":{"analysis_type":["user perspective"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'user perspective' 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=user+perspective","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-000484","url":"https://climateinsightsdirectory.org/document/sei-000484","title":"Exploring household energy transitions in rural Zambia: user perspective","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2018-06-28","source_url":"https://www.sei.org/publications/exploring-household-energy-transitions-in-rural-zambia-user-perspective/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study examines a 60 kW solar mini-grid in Mpanta, Zambia, finding that a lack of local socioeconomic integration and poor expectation management have hindered the transition from traditional fuels to modern energy services.","ai_generated":true,"unit":"sei-000484#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The transition to modern energy services in Mpanta has been slow and incomplete due to a failure to integrate local socioeconomic dynamics and manage user expectations during the design of the mini-grid, which affected affordability.","ai_generated":true,"unit":"sei-000484#insight-1","date_modified":"2026-10-23"},{"text":"Renewable energy mini-grids are viewed as critical for achieving universal modern energy access in rural Africa where extending the main grid is not financially or technically feasible, though they often struggle with long-term sustainability once initial funding ceases.","ai_generated":true,"unit":"sei-000484#insight-2","date_modified":"2026-10-23"}],"climate_tags":["energy access","energy transition"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["user perspective","service design"]}]}