{"query_echo":{"q":"","filters":{"analysis_type":["usability study"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'usability study' 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=usability+study","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-000637","url":"https://climateinsightsdirectory.org/document/sei-000637","title":"Measuring what matters: weADAPT","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2025-06-05","source_url":"https://www.sei.org/publications/measuring-what-matters-weadapt/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study evaluated the weADAPT platform to address the common issues of information fragmentation and overabundance in online knowledge platforms. The results were used to upgrade the platform, update its theory of change, and create a tailored monitoring, evaluation, and learning framework with custom progress indicators. The authors argue that knowledge management must align with user needs and prioritize measuring valued outcomes over easily quantifiable metrics to better support evidence-based climate adaptation.","ai_generated":true,"unit":"sei-000637#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The effectiveness of online knowledge platforms for climate action is frequently limited by an overabundance and fragmentation of information, which can lead to redundancy, misinformation, and a loss of trust.","ai_generated":true,"unit":"sei-000637#insight-1","date_modified":"2026-10-23"},{"text":"The evaluation of the weADAPT platform provided the basis for a technical upgrade, a revised theory of change, and the creation of a monitoring, evaluation, and learning framework featuring custom progress indicators.","ai_generated":true,"unit":"sei-000637#insight-2","date_modified":"2026-10-23"},{"text":"The study concludes that platform impact should be measured based on what is valued by users rather than relying solely on metrics that are easy to quantify.","ai_generated":true,"unit":"sei-000637#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","knowledge management"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["impact assessment","usability study"]}]}