{"query_echo":{"q":"","filters":{"analysis_type":["consultation report"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'consultation report' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":2,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=consultation+report","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-000454","url":"https://climateinsightsdirectory.org/document/cdkn-000454","title":"CDKN Research Consultation Workshop report","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2010","source_url":"http://www.cdkn.org/wp-content/uploads/2010/10/CDKN-Research-Workshop-Report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The CDKN Research Consultation workshop, held on 24 September 2010, gathered 40 UK-based researchers to refine a research framework focused on 'Climate Compatible Development' (CCD). The proposed framework consists of four themes: Impacts, Responding to a Changing Climate, Evaluating Climate Compatible Development, and Policy Processes. Funding is planned across three streams: a Long-Term Strategy (£30-250K), a Short-Term Strategy (under £30K), and an Innovation Fund (£10-50K). Key discussions highlighted the need for better integration between climate science and policy-making, the importance of addressing energy access in developing countries, and the necessity of developing indicators to measure adaptive capacity at the local level.","ai_generated":true,"unit":"cdkn-000454#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The CDKN proposes a research approach centered on 'Climate Compatible Development' (CCD), which seeks to integrate climate change mitigation with support for societies to adapt to a changing climate.","ai_generated":true,"unit":"cdkn-000454#insight-1","date_modified":"2026-10-23"},{"text":"The proposed research funding structure consists of three distinct streams: a Long-Term Strategy for projects lasting over six months with budgets of £30-250K; a Short-Term Strategy for rapid responses under £30K and six months in duration; and an Innovation Fund for projects between £10-50K to build developing country research capacity.","ai_generated":true,"unit":"cdkn-000454#insight-2","date_modified":"2026-10-23"},{"text":"Participants identified a critical gap in the application of research to policy, noting that while literature exists, there is a 'failure in policy generation' and a lack of private sector involvement in decision-making.","ai_generated":true,"unit":"cdkn-000454#insight-3","date_modified":"2026-10-23"},{"text":"There is a recognized need for improved dialogue and integration between climate scientists and policy-makers, specifically regarding the spatial and temporal data requirements of policy-makers and the capacity of policy-makers to interpret science.","ai_generated":true,"unit":"cdkn-000454#insight-4","date_modified":"2026-10-23"},{"text":"Research on energy in developing countries has neglected unresolved questions regarding energy access, and there is a call for more research on innovation and the institutional arrangements needed to support it in least developed and transition economies.","ai_generated":true,"unit":"cdkn-000454#insight-5","date_modified":"2026-10-23"},{"text":"While mitigation and emission reductions have quantifiable outputs, there is a need for greater emphasis on evaluating adaptive capacity, including the development of local-level indicators and the assessment of non-climate-labeled approaches like social protection and disaster risk-reduction.","ai_generated":true,"unit":"cdkn-000454#insight-6","date_modified":"2026-10-23"}],"climate_tags":["Low carbon development","climate change mitigation","climate change adaptation","adaptive capacity","obsidian","energy access","climate finance","poverty reduction","disaster risk reduction","social protection"],"geography_discussed":["Africa","Asia","Latin America"],"frame_perspective":[],"analysis_type":["consultation report","strategy development"]},{"id":"glorespar-000057","url":"https://climateinsightsdirectory.org/document/glorespar-000057","title":"Advancing Resilience Measurement","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":null,"source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2022/06/advancing-resilience-measurement-consultation-report-1-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document summarizes a consultation held on May 17-18, 2022, involving 50 experts to address gaps in resilience measurement. It establishes principles and 3-to-5-year priorities for four key areas: ensuring evidence is demand-driven and co-produced with communities; integrating psychosocial well-being while accounting for cultural bias; improving the mapping and analysis of complex systems; and leveraging resilience frameworks to better measure climate adaptation and future-oriented capacities.","ai_generated":true,"unit":"glorespar-000057#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Resilience measurement must be demand-driven, requiring the co-production of knowledge with communities and local actors to balance top-down donor needs with bottom-up local needs. This involves integrating indigenous knowledge and creating feedback loops to provide timely evidence.","ai_generated":true,"unit":"glorespar-000057#insight-1","date_modified":"2026-10-23"},{"text":"There is a critical need to develop a map and typology of resilience evidence users and to create resilience information networks at both global and local scales. Additionally, the report emphasizes reducing time-lags in data analysis to provide real-time evidence for decision-making.","ai_generated":true,"unit":"glorespar-000057#insight-2","date_modified":"2026-10-23"},{"text":"Psychosocial well-being is identified as a foundational source of resilience and an enabling condition for other outcomes. Measurement must account for Western bias by using qualitative inquiry to ground tools in local culture and adhere to 'do no harm' principles to avoid causing distress to participants.","ai_generated":true,"unit":"glorespar-000057#insight-3","date_modified":"2026-10-23"},{"text":"Systems resilience measurement faces challenges in defining subjective system boundaries and determinants of resilience, especially when well-being outcomes are difficult to identify. A priority is to develop a shared typology for systems and their determinants to allow for better comparison across studies.","ai_generated":true,"unit":"glorespar-000057#insight-4","date_modified":"2026-10-23"},{"text":"Resilience measurement can complement climate adaptation measurement by focusing on capacities that protect future well-being, rather than just tracking climate finance or actions. This approach must account for the compound nature of risks and the potential for maladaptation.","ai_generated":true,"unit":"glorespar-000057#insight-5","date_modified":"2026-10-23"},{"text":"To improve climate adaptation measurement, the report recommends creating a technical working group to define 'adaptation success' and using predictive modeling under various climate scenarios to measure transformational changes and flexibility.","ai_generated":true,"unit":"glorespar-000057#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","maladaptation","traditional knowledge","climate finance"],"geography_discussed":["Kenya","Sahelian West Africa","Horn of Africa","United States"],"frame_perspective":[],"analysis_type":["consultation report","framework development"]}]}