{"query_echo":{"q":"","filters":{"analysis_type":["community needs assessment"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'community needs assessment' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":3,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=community+needs+assessment","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":"greenca-000031","url":"https://climateinsightsdirectory.org/document/greenca-000031","title":"Intervention Brief","publisher":{"name":"GreenCape","organization":"greencape"},"document_type":"briefing","language":"en","date_published":null,"source_url":"https://greencape.co.za/wp-content/uploads/2023/11/ASDU-Nomzamo-Intervention-brief.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Alternative Service Delivery Unit (ASDU), implemented by GreenCape, is seeking technical partners to provide off-grid energy services to the Nomzamo Agricultural Village in Mpumalanga, South Africa. Based on a September 2023 enumeration of 2,097 people across 681 households, the community lacks formal electricity, water, and sanitation. Residents currently rely on wood, coal, and candles, spending up to R300 per month on lighting and R1,100 on cooking fuel. The community's primary energy priorities are efficient cooking fuel, home-level electricity for lighting and charging, and refrigeration to reduce food costs. Residents expressed a willingness to pay up to R350 per month, preferably via a pay-as-you-go model. The project is scheduled to begin in February 2024, with the Community Organisation Resource Centre (CORC) serving as social service partners.","ai_generated":true,"unit":"greenca-000031#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Nomzamo Agricultural Village is a settlement of 2,097 people (including 958 children) across 681 households with no formal municipal service delivery for electricity, water, sanitation, or waste management. The community faces a high unemployment rate of nearly 56%, and 89% of households earn less than R3,500 per month.","ai_generated":true,"unit":"greenca-000031#insight-1","date_modified":"2026-10-23"},{"text":"Current energy expenditures are high due to reliance on low-quality fuels; households spend an average of R1,100 per month on cooking fuel (wood and coal) and up to R300 per month on lighting (candles). The lack of refrigeration increases food costs as residents cannot buy perishables in bulk.","ai_generated":true,"unit":"greenca-000031#insight-2","date_modified":"2026-10-23"},{"text":"Through a co-design process, the community identified three urgent energy priorities: cost-effective cooking fuel, home-level electricity for lights and small appliances, and refrigeration (either at the home or community level for facilities like a butchery). Secondary needs include public area lighting for safety, skills development, and internet connectivity.","ai_generated":true,"unit":"greenca-000031#insight-3","date_modified":"2026-10-23"},{"text":"Residents are willing to pay up to R350 per month for reliable services, with a strong preference for pay-as-you-go models rather than fixed monthly costs. The most valued appliances for power are fridges, televisions, lights, and cellphone chargers.","ai_generated":true,"unit":"greenca-000031#insight-4","date_modified":"2026-10-23"}],"climate_tags":["distributed generation","energy poverty","Community based adaptation","energy access"],"geography_discussed":["South Africa"],"frame_perspective":[],"analysis_type":["community needs assessment","socio-economic analysis"]},{"id":"greenca-000194","url":"https://climateinsightsdirectory.org/document/greenca-000194","title":"Intervention Brief","publisher":{"name":"GreenCape","organization":"greencape"},"document_type":"briefing","language":"en","date_published":null,"source_url":"https://greencape.co.za/assets/Intervention-brief-Freedom-Farm.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Alternative Service Delivery Unit (ASDU), implemented by GreenCape, uses an adaptive co-design framework to provide energy services to unserviced communities. In Freedom Farm, a settlement of approximately 2,000 people in Cape Town, the ASDU identified a lack of formal electricity and high unemployment (close to 65%). Community co-design sessions revealed priorities including home-level electricity, connectivity, and safe cooking. Residents expressed a willingness to pay up to R100 per month for these services, with a goal of eventual system ownership.","ai_generated":true,"unit":"greenca-000194#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Alternative Service Delivery Unit (ASDU) employs an adaptive co-design framework based on social inclusion, customised technical design, and financial sustainability to manage energy services for unserviced communities.","ai_generated":true,"unit":"greenca-000194#insight-1","date_modified":"2026-10-23"},{"text":"Freedom Farm is a settlement in Cape Town with approximately 2,000 residents and 638 households, characterized by a lack of formal electricity, limited communal water, and an unemployment rate of nearly 65%.","ai_generated":true,"unit":"greenca-000194#insight-2","date_modified":"2026-10-23"},{"text":"Community co-design sessions at Freedom Farm identified three priority energy and service needs: internal home-level electricity, connectivity for internet, television, and radio, and safe household-level cooking.","ai_generated":true,"unit":"greenca-000194#insight-3","date_modified":"2026-10-23"},{"text":"Residents of Freedom Farm are willing to pay up to R100 per month for safe and affordable services, with the objective of owning the system once the contract ends.","ai_generated":true,"unit":"greenca-000194#insight-4","date_modified":"2026-10-23"}],"climate_tags":["distributed generation","energy poverty"],"geography_discussed":["South Africa"],"frame_perspective":[],"analysis_type":["community needs assessment","service delivery design"]},{"id":"greenca-000195","url":"https://climateinsightsdirectory.org/document/greenca-000195","title":"Intervention Brief","publisher":{"name":"GreenCape","organization":"greencape"},"document_type":"briefing","language":"en","date_published":null,"source_url":"https://greencape.co.za/assets/Intervention-brief-Malawi-Camp.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Alternative Service Delivery Unit (ASDU), implemented by GreenCape, uses an adaptive co-design framework to provide energy services to unserviced communities. In Malawi Camp, Cape Town, a community of over 1,000 people with no formal electricity, residents identified home-level electricity, food storage (fridges), and area lighting for safety as their primary priorities. While residents expressed a willingness to pay between R50 and R100 per month for these services with the goal of eventual ownership, the document notes that the upcoming relocation of the community to a formal housing development on Symphony Way may decrease the business case for off-grid solutions.","ai_generated":true,"unit":"greenca-000195#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Malawi Camp is an informal settlement in Cape Town with over 1,000 residents and 314 households, characterized by a lack of formal electricity, limited communal water, and an unemployment rate near 55%.","ai_generated":true,"unit":"greenca-000195#insight-1","date_modified":"2026-10-23"},{"text":"Community leadership identified three priority energy needs: electricity for individual homes, refrigeration for food storage to save money, and area lighting to reduce criminal activity.","ai_generated":true,"unit":"greenca-000195#insight-2","date_modified":"2026-10-23"},{"text":"Residents of Malawi Camp are willing to pay between R50 and R100 per month for safe and affordable services, with the objective of owning the system once the contract ends.","ai_generated":true,"unit":"greenca-000195#insight-3","date_modified":"2026-10-23"},{"text":"The planned relocation of the community to a formal housing development on Symphony Way in approximately 2023 may reduce the viability of off-grid alternative service provision.","ai_generated":true,"unit":"greenca-000195#insight-4","date_modified":"2026-10-23"}],"climate_tags":["energy access","distributed generation","energy poverty","informal housing"],"geography_discussed":["Symphony Way"],"frame_perspective":[],"analysis_type":["community needs assessment","socio-economic analysis"]}]}