{"query_echo":{"q":"","filters":{"analysis_type":["actor mapping"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'actor mapping' 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=actor+mapping","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":"issafri-001300","url":"https://climateinsightsdirectory.org/document/issafri-001300","title":"The state of peace and security in East Africa","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2021-11","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/Mono-205.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that East Africa remains fragile due to violent extremism, insurgency, and resource-based conflicts, despite governance progress in some states. It highlights the prevalence of unregistered firearms, particularly in Somalia, and the role of anocracies in driving political instability. The document maps the overlapping mandates of regional organisations like the EAC and IGAD and recommends stronger inter-REC coordination and standardised regional monitoring to address information gaps.","ai_generated":true,"unit":"issafri-001300#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The eastern African sub-region is characterized by high volatility, with Somalia and South Sudan identified as two of the five least safe and most insecure countries globally.","ai_generated":true,"unit":"issafri-001300#insight-1","date_modified":"2026-10-23"},{"text":"Political instability in the region is linked to the nature of state power, where most countries are classified as anocracies (except Kenya) and political victory often results in a winner-take-all control of resources.","ai_generated":true,"unit":"issafri-001300#insight-2","date_modified":"2026-10-23"},{"text":"Between January 2015 and July 2019, over 27,000 incidents of violence affected communities in the Horn and Great Lakes regions, with Somalia, the DRC, South Sudan, and Sudan being the worst affected.","ai_generated":true,"unit":"issafri-001300#insight-3","date_modified":"2026-10-23"},{"text":"Conflict in pastoralist areas has evolved from traditional cattle raiding to commercialized livestock theft, disputes over extractive resources, and violent extremism.","ai_generated":true,"unit":"issafri-001300#insight-4","date_modified":"2026-10-23"},{"text":"The region faces a significant challenge with illicit arms, with an estimated 9,073,000 unregistered firearms; Somalia and its breakaway regions of Somaliland and Puntland are the most militarized.","ai_generated":true,"unit":"issafri-001300#insight-5","date_modified":"2026-10-23"},{"text":"Diplomatic tensions between Rwanda and Uganda are driven by strategic interests in the DRC, accusations of espionage, and the alleged infiltration of security apparatuses.","ai_generated":true,"unit":"issafri-001300#insight-6","date_modified":"2026-10-23"},{"text":"The maritime border dispute between Kenya and Somalia threatens to undermine counter-terrorism efforts against al-Shabaab and complicates regional maritime security and piracy responses.","ai_generated":true,"unit":"issafri-001300#insight-7","date_modified":"2026-10-23"},{"text":"Regional intergovernmental organisations, including the EAC and IGAD, have overlapping mandates and memberships, but often suffer from capacity and resource constraints that hinder regional diplomacy.","ai_generated":true,"unit":"issafri-001300#insight-8","date_modified":"2026-10-23"},{"text":"State-level peacebuilding varies, with Rwanda's post-genocide reconciliation and Gacaca courts cited as a success story, while South Sudan struggles with ethnicised political power.","ai_generated":true,"unit":"issafri-001300#insight-9","date_modified":"2026-10-23"},{"text":"Everyday peace indicators show that while Burundi and Tanzania have higher perceptions of safety, Kenya and Uganda report higher crime victimisation rates, particularly regarding theft.","ai_generated":true,"unit":"issafri-001300#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate change"],"geography_discussed":["World","Democratic Republic of the Congo","Kenya","Somalia","South Sudan","Ethiopia","Sudan","Burundi","Rwanda","Uganda","Tanzania","Somaliland","Puntland","Zanzibar Islands"],"frame_perspective":[],"analysis_type":["scoping study","baseline assessment","actor mapping"]},{"id":"transfor-000110","url":"https://climateinsightsdirectory.org/document/transfor-000110","title":"gender-responsive-climate-policy-2020-0037f513e337e437.pdf","publisher":{"name":"Transforma","organization":"transforma"},"document_type":"report","language":"en","date_published":"2020-10","source_url":"https://transforma.global/wp-content/uploads/2025/05/gender-responsive-climate-policy-2020.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report establishes that gender equality is both a co-benefit of and a tool for effective climate policy. Through an analysis of the Colombian coal sector, it finds that current climate and energy policies are largely gender-blind or rely on stereotypes, while gender policies often ignore the climate crisis. Field research reveals that while women—particularly Indigenous and Afro-Colombian women—are active grassroots leaders in defending their territories, they are structurally excluded from formal decision-making. The authors propose a GRCP that incorporates intersectionality, local expertise, and a 'just transition' framework to ensure that the phase-out of coal does not reproduce existing social inequalities.","ai_generated":true,"unit":"transfor-000110#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Gender equality serves as a tool for more effective climate protection; specifically, higher female representation in national parliaments is linked to more stringent climate policies and lower CO2 emissions, while gender quotas improve the effectiveness of GHG emission reduction interventions.","ai_generated":true,"unit":"transfor-000110#insight-1","date_modified":"2026-10-23"},{"text":"Current global approaches to the climate-gender nexus suffer from six primary shortcomings: a lack of scientific and gender-disaggregated data, underrepresentation of women in decision-making, a tendency to portray women only as vulnerable victims rather than agents, a disproportionate focus on micro-level adaptation over macro-level mitigation, a lack of intersectional perspectives from the Global South, and a failure to challenge unequal power structures.","ai_generated":true,"unit":"transfor-000110#insight-2","date_modified":"2026-10-23"},{"text":"Analysis of Colombian policy documents shows that climate and energy policies are generally not gender-responsive and often use 'man' as a universal term for human beings, while gender policies fail to substantively incorporate the climate crisis.","ai_generated":true,"unit":"transfor-000110#insight-3","date_modified":"2026-10-23"},{"text":"In the Colombian coal sector, women—especially from Indigenous and Afro-Colombian communities—act as informal agents of transformation through 'defense of the territory,' yet they face structural barriers to formal political participation.","ai_generated":true,"unit":"transfor-000110#insight-4","date_modified":"2026-10-23"},{"text":"Women's roles as caregivers create a paradox where care work motivates their grassroots engagement to protect the environment for future generations, but simultaneously acts as a barrier to their access to formal decision-making spaces.","ai_generated":true,"unit":"transfor-000110#insight-5","date_modified":"2026-10-23"},{"text":"Coal mining in Colombia has disproportionately affected Indigenous and Black communities, resulting in gender-specific harms including infertility, miscarriages, and a link between mining regions and gender-based violence such as sex trafficking.","ai_generated":true,"unit":"transfor-000110#insight-6","date_modified":"2026-10-23"},{"text":"Colombia's transition away from coal presents a 'window of opportunity' for a GRCP, but there is currently no comprehensive sectoral policy for a coal phase-out that addresses social, economic, or gender-specific consequences.","ai_generated":true,"unit":"transfor-000110#insight-7","date_modified":"2026-10-23"},{"text":"The report identifies academic institutions as critical 'bridging actors' capable of translating between national-level policymaking in Bogotá and the local expertise of communities in regions like La Guajira and Cesar.","ai_generated":true,"unit":"transfor-000110#insight-8","date_modified":"2026-10-23"}],"climate_tags":["energy transition","Coal phase-out","climate justice","gender equality","intersectionality","greenhouse gas emissions","climate change adaptation","climate change mitigation","just transition","traditional knowledge"],"geography_discussed":["La Guajira Department","Cesar","Bogotá","Germany","Netherlands"],"frame_perspective":[],"analysis_type":["policy analysis","case study","expert interviews","literature review","actor mapping"]},{"id":"clipolin-000324","url":"https://climateinsightsdirectory.org/document/clipolin-000324","title":"Supporting the Momentum of Paris: A Systems Approach to Accelerating Climate Finance","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2018-03","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2018/03/180306-Systems_Approach_to_Climate_Finance-Synthesis.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that international public climate finance must shift from a project-finance focus to a financial system development focus to effectively support Nationally Determined Contributions (NDCs). It identifies key barriers in developing countries, such as short-termism in banking and volatile capital flows, and suggests that public actors should scale up blended finance and de-risking instruments. The authors introduce a 'Climate Finance Systems Framework' to map the interactions between public providers, private investors, systemic enablers (like regulators), and service providers, aiming to identify leverage points for scaling finance flows.","ai_generated":true,"unit":"clipolin-000324#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Developing country financial systems are characterized by short-termism and systemic risk, with banks holding 85-90% of financial assets and 49% of loans having a tenor of less than one year between 2010-2012.","ai_generated":true,"unit":"clipolin-000324#insight-1","date_modified":"2026-10-23"},{"text":"The primary barriers to the growth of climate finance include limited access to finance, the high cost and unsuitable nature of current financial products, and a lack of tools for implementing low-carbon and resilient projects.","ai_generated":true,"unit":"clipolin-000324#insight-2","date_modified":"2026-10-23"},{"text":"International public finance actors are often constrained by perceived trade-offs between poverty alleviation, development, and climate mandates, as well as an over-prudent approach to leveraging capital.","ai_generated":true,"unit":"clipolin-000324#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant gap in concessional finance for middle-income countries; of 21 emerging markets with USD 23 trillion in investment potential, only 5 have access to the World Bank's International Development Association (IDA) funds.","ai_generated":true,"unit":"clipolin-000324#insight-4","date_modified":"2026-10-23"},{"text":"Public climate finance should transition from focusing on individual project finance to supporting the development of green financial systems, including new regulatory actions for banks and increased ESG risk disclosure.","ai_generated":true,"unit":"clipolin-000324#insight-5","date_modified":"2026-10-23"},{"text":"The most effective instruments for leveraging private investment include blended or structured finance vehicles using concessional funds, de-risking tools like guarantees or insurance, and technical assistance to manage political risks.","ai_generated":true,"unit":"clipolin-000324#insight-6","date_modified":"2026-10-23"},{"text":"New development finance institutions like the Asian Infrastructure Investment Bank (AIIB) and New Development Bank (NDB) offer opportunities to simplify procedures and provide flexible lending for large infrastructure projects.","ai_generated":true,"unit":"clipolin-000324#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate finance","Blended Finance","Nationally Determined Contributions","sustainable finance","multilateral development bank","risk reduction"],"geography_discussed":["Brazil","People's Republic of China","Zambia"],"frame_perspective":[],"analysis_type":["systems analysis","actor mapping","social network analysis","SWOT analysis"]}]}