{"query_echo":{"q":"","filters":{"analysis_type":["actor analysis"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'actor analysis' 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=actor+analysis","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-000631","url":"https://climateinsightsdirectory.org/document/sei-000631","title":"Youth engagement in climate change and health in LMICs: Africa and Asia","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-07-21","source_url":"https://www.sei.org/publications/youth-engagement-climate-change-health-lmics-africa-asia/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that young people (aged 10-24) in low- and middle-income countries (LMICs) are disproportionately affected by climate change but face structural barriers and tokenism that hinder their participation in decision-making. It proposes a research framework based on social context, substance, procedure, power, and agency to analyse youth engagement in Ethiopia, Kenya, Senegal, Bangladesh, Indonesia, and Vietnam.","ai_generated":true,"unit":"sei-000631#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Young people, defined as those aged 10-24, experience unequal climate impacts, particularly young women, girls, the urban poor, and marginalised groups, yet they are often limited to tokenistic participation due to structural barriers and normative beliefs.","ai_generated":true,"unit":"sei-000631#insight-1","date_modified":"2026-10-23"},{"text":"Youth engagement in climate action and decision-making is essential for inter-generational climate justice and social equity, especially in LMICs where young people constitute a large portion of the population.","ai_generated":true,"unit":"sei-000631#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate change","public health","social equity"],"geography_discussed":["Africa","Asia"],"frame_perspective":[],"analysis_type":["stakeholder mapping","actor analysis"]},{"id":"clipolin-000891","url":"https://climateinsightsdirectory.org/document/clipolin-000891","title":"A Systems Approach to Accelerating Climate Finance: Needs and Actor Analysis","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"research paper","language":"en","date_published":"2018-03","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2018/03/Systems_Approach_to_Climate_Finance-Needs_Actors.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research identifies a sustainable infrastructure investment gap of USD 18-36 trillion in developing countries, with critical needs in power generation, transport, and water. It analyzes the roles of various public finance actors—including bilateral aid agencies, multilateral development banks (MDBs), and national development banks (NDBs)—highlighting a systemic mismatch where the largest mitigation potentials in upper-middle-income countries lack access to concessional finance. The paper argues for a shift from project-specific finance to financial system development and the scaling of blended finance and risk-mitigation instruments to crowd in private capital.","ai_generated":true,"unit":"clipolin-000891#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The sustainable infrastructure investment gap across developing countries is estimated at USD 33 trillion until 2030, with the vast majority (USD 27 trillion) allocated to upper middle-income countries.","ai_generated":true,"unit":"clipolin-000891#insight-1","date_modified":"2026-10-23"},{"text":"Integrating climate resilience, adaptation, and mitigation costs results in an investment gap of USD 18-36 trillion, with the most significant needs in the water and sanitation, transportation, and power generation sectors.","ai_generated":true,"unit":"clipolin-000891#insight-2","date_modified":"2026-10-23"},{"text":"Analysis of 132 climate finance submissions reveals that 69% of proposed solutions utilize a fund concept, specifically blended structured finance vehicles, to address barriers.","ai_generated":true,"unit":"clipolin-000891#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant gap in concessional finance access; of 21 emerging market countries with a USD 23 trillion climate investment opportunity, only 5 have access to the World Bank's International Development Association (IDA) concessional finance.","ai_generated":true,"unit":"clipolin-000891#insight-4","date_modified":"2026-10-23"},{"text":"Public climate finance flows are heavily skewed toward mitigation (71%), with renewable energy (37%) and transport (17%) as the primary sectors of focus.","ai_generated":true,"unit":"clipolin-000891#insight-5","date_modified":"2026-10-23"},{"text":"Bilateral aid agencies are characterized by a high risk appetite due to their grant-based funding, making them essential for first-of-their-kind initiatives and technical assistance in the poorest countries.","ai_generated":true,"unit":"clipolin-000891#insight-6","date_modified":"2026-10-23"},{"text":"Multilateral Development Banks (MDBs) have set ambitious targets to increase climate finance by 2020, such as the Asian Development Bank's goal to double its annual climate finance to USD 6 billion.","ai_generated":true,"unit":"clipolin-000891#insight-7","date_modified":"2026-10-23"},{"text":"National Development Banks (NDBs) provide the largest climate financing flows due to their domestic infrastructure mandates, but they often suffer from inadequate access to low-cost capital and risk mitigation tools.","ai_generated":true,"unit":"clipolin-000891#insight-8","date_modified":"2026-10-23"},{"text":"A systemic tension exists where grant and concessional funding is targeted toward the poorest countries, which often have lower climate change mitigation potential compared to larger emitters.","ai_generated":true,"unit":"clipolin-000891#insight-9","date_modified":"2026-10-23"},{"text":"The paper recommends that international public actors shift their focus from individual project finance toward the development of 'green' domestic financial systems in developing countries.","ai_generated":true,"unit":"clipolin-000891#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate finance","Blended Finance","multilateral development bank","national development bank","renewable energy","climate change adaptation","climate change mitigation","green infrastructure","Nationally Determined Contributions","sustainable finance"],"geography_discussed":["People's Republic of China","Zambia","sub-Saharan Africa","Latin America and the Caribbean","East Asia & Pacific"],"frame_perspective":[],"analysis_type":["actor analysis","investment gap analysis","systems thinking"]}]}