{"query_echo":{"q":"","filters":{"analysis_type":["Framework development"]},"warnings":[]},"total":{"value":228,"relation":"eq"},"page":8,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=Framework+development&page=8","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=Framework+development&page=9","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":"clipolin-000915","url":"https://climateinsightsdirectory.org/document/clipolin-000915","title":"Tiga Perangkat Analisis untuk Pembiayaan Mitigasi dan Adaptasi di Sektor Tata Guna Lahan","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"executive summary","language":"id","date_published":"2015-07","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2015/07/Tiga-Perangkat-Analisis-untuk-Pembiayaan-Mitigasi-dan-Adaptasi-di-Sektor-Tata-Guna-Lahan-–-Ringkasan-eksekutif.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report argues that land use generates nearly a quarter of global greenhouse gas emissions and is highly vulnerable to climate change, yet most investment in the sector remains 'business as usual' (BAU). To address this, the authors propose three tools: a Land Use Sector Financing Landscape to map current financial flows and actors; a Financial Viability Gap analysis to identify the costs and risks preventing green investments; and a Public Financing Mapping analysis to ensure coherence among public financial instruments and incentives. These tools aim to help governments shift funding from BAU activities to green alternatives without compromising economic development.","ai_generated":true,"unit":"clipolin-000915#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Agriculture, forestry, and other land-use sectors contribute nearly 25% of total greenhouse gas emissions globally, and in over 60 countries—mostly developing nations—these emissions exceed 50% of national totals.","ai_generated":true,"unit":"clipolin-000915#insight-1","date_modified":"2026-10-23"},{"text":"Current annual funding for mitigation and adaptation in the land-use sector is minimal, ranging between USD 1.3 billion and USD 51.8 billion, while total investment in agriculture and forestry in developing countries reaches hundreds of billions of dollars, most of which is 'business as usual' (BAU).","ai_generated":true,"unit":"clipolin-000915#insight-2","date_modified":"2026-10-23"},{"text":"The 'Land Use Sector Financing Landscape' tool is designed to map public and private investments in both green and BAU activities, identifying key actors, intermediaries, and funding gaps to inform multi-sectoral strategies like REDD+.","ai_generated":true,"unit":"clipolin-000915#insight-3","date_modified":"2026-10-23"},{"text":"The 'Financial Viability Gap' analysis identifies why green land-use activities may be financially unattractive compared to BAU, highlighting gaps in costs, risks, or information that public funding can address through cost reduction, revenue enhancement, or improving the enabling environment.","ai_generated":true,"unit":"clipolin-000915#insight-4","date_modified":"2026-10-23"},{"text":"The 'Public Financing Mapping' tool provides a framework to track public financial instruments and determine if they are incentivizing BAU or green land use, aiming to improve coordination across sectors, technologies, and geographies.","ai_generated":true,"unit":"clipolin-000915#insight-5","date_modified":"2026-10-23"}],"climate_tags":["land use","climate finance","climate change adaptation","climate change mitigation","agriculture","forestry","Reducing emissions from deforestation and forest degradation","greenhouse gas emissions","private investment"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["framework development","policy analysis"]},{"id":"sei-000735","url":"https://climateinsightsdirectory.org/document/sei-000735","title":"Energy security matters in the EU energy roadmap","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2015-04-12","source_url":"https://www.sei.org/publications/energy-security-matters-in-the-eu-energy-roadmap/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The paper argues that energy security in the EU is often framed too narrowly, focusing primarily on import dependency and security of supply. It proposes a broader assessment framework that includes availability, affordability, security of demand, and geopolitical security, while noting that external factors like international climate treaties and relations significantly influence energy security outcomes.","ai_generated":true,"unit":"sei-000735#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Energy security within the EU political agenda is frequently limited to a narrow focus on security of supply or import dependency.","ai_generated":true,"unit":"sei-000735#insight-1","date_modified":"2026-10-23"},{"text":"A comprehensive assessment of energy security in low-carbon scenarios should incorporate geopolitical security, security of demand, as well as issues of affordability and availability.","ai_generated":true,"unit":"sei-000735#insight-2","date_modified":"2026-10-23"},{"text":"Energy security outcomes are influenced by external variables, specifically international relations and future international climate treaties.","ai_generated":true,"unit":"sei-000735#insight-3","date_modified":"2026-10-23"}],"climate_tags":["energy security"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["framework development","policy assessment"]},{"id":"iisd-003369","url":"https://climateinsightsdirectory.org/document/iisd-003369","title":"PROMOTING CLIMATE-RESILIENT PEACEBUILDING IN FRAGILE STATES","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2015-03","source_url":"https://www.iisd.org/system/files/publications/promoting-climate-resilient-peacebuilding-fragile-states.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that climate change acts as a \"threat multiplier\" in fragile states, exacerbating existing conflict drivers like poverty and weak governance. It proposes a framework for \"climate-resilient peacebuilding\" based on six principles, including integrated context analysis and a forward-looking approach to planning. The document identifies specific entry points for integration across five peacebuilding dimensions: basic safety and security, political processes, basic services, government functions, and economic revitalization. It also reviews existing international guidance, noting that while some tools integrate climate risks, many others lack this perspective, suggesting that practitioners should integrate climate resilience into existing resources rather than creating new toolkits.","ai_generated":true,"unit":"iisd-003369#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change is characterized as a \"threat multiplier\" that does not directly cause conflict but interacts with existing drivers—such as political instability, poverty, and weak governance—to exacerbate current conflicts or trigger new ones.","ai_generated":true,"unit":"iisd-003369#insight-1","date_modified":"2026-10-23"},{"text":"Fragile states are particularly vulnerable to climate-related conflicts due to their high exposure to risks, economic dependence on rain-fed agriculture, and histories of weak governance and poverty.","ai_generated":true,"unit":"iisd-003369#insight-2","date_modified":"2026-10-23"},{"text":"Climate change can drive instability in fragile states by increasing competition for natural resources, displacing large populations, and overwhelming weak state institutions by stressing health, water, food, and energy systems.","ai_generated":true,"unit":"iisd-003369#insight-3","date_modified":"2026-10-23"},{"text":"The report proposes six guiding principles for climate-resilient peacebuilding: using integrated context analysis, balancing immediate and long-term priorities, addressing climate-natural resource-conflict linkages, facilitating cross-sector coordination, adopting forward-looking planning, and aiming for resilience as the overarching objective.","ai_generated":true,"unit":"iisd-003369#insight-4","date_modified":"2026-10-23"},{"text":"Integration of climate resilience can occur across five peacebuilding dimensions: basic safety and security (e.g., climate-resilient livelihoods for ex-combatants), political processes (e.g., using climate impacts as a platform for dialogue), basic services (e.g., climate-resilient water infrastructure), government functions (e.g., strengthening early warning systems), and economic revitalization (e.g., integrating climate trends into natural resource sector planning).","ai_generated":true,"unit":"iisd-003369#insight-5","date_modified":"2026-10-23"},{"text":"Practitioners face significant barriers to integration, including a lack of available or usable climate data, competing immediate humanitarian priorities, funding silos, and a lack of technical skills to translate climate data into responses.","ai_generated":true,"unit":"iisd-003369#insight-6","date_modified":"2026-10-23"},{"text":"A review of existing guidance shows a mixed level of climate integration; for example, the UN's 'Renewable Resources and Conflict' guidance is well-integrated, whereas the 'Conflict-Sensitivity Resource Pack' and World Bank's 'Guidance for Supporting State-Building' do not explicitly address climate change.","ai_generated":true,"unit":"iisd-003369#insight-7","date_modified":"2026-10-23"},{"text":"Practitioners suggest that instead of creating new dedicated toolkits, the international community should provide practical guidance, such as checklists and case studies, on how to integrate climate resilience into existing peacebuilding resources.","ai_generated":true,"unit":"iisd-003369#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","natural resource management","disaster risk reduction","climate finance","early warning system"],"geography_discussed":["Afghanistan","Somalia","South Sudan","Horn of Africa","Sahel","South Asia","Middle East","Nairobi"],"frame_perspective":[],"analysis_type":["policy guidance","literature review","framework development"]},{"id":"rmi-000862","url":"https://climateinsightsdirectory.org/document/rmi-000862","title":"THE ELECTRICITY SYSTEM VALUE CHAIN","publisher":{"name":"RMI","organization":"rmi"},"document_type":"report","language":"en","date_published":"2015-03","source_url":"https://rmi.org/app/uploads/2017/05/RMI_Document_Repository_Public-Reprts_2015-04_eLab-ElectricitySystemValueChain-final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report introduces the electricity system value chain, a non-linear framework designed to map the flow of energy, information, and money across the grid. It breaks the system into three fundamental layers—organizational, electrical, and communications—and defines essential functions (input, process, output) within each. By applying this framework, stakeholders can identify the specific technical and regulatory connections required to realize and monetize system values, such as frequency regulation or renewable energy integration. The document provides step-by-step examples of applying the framework to solar PV and battery systems in both behind-the-meter and distribution-scale environments.","ai_generated":true,"unit":"rmi-000862#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The current electricity grid is limited by historic paradigms where energy flowed in one direction, real-time communications were unavailable, and utilities had limited visibility and control, which hinders the capture of value from emerging technologies.","ai_generated":true,"unit":"rmi-000862#insight-1","date_modified":"2026-10-23"},{"text":"To capture the full potential of a technology, compensation must be aligned with the specific value the marketplace seeks. For example, when PJM implemented Order 745 to compensate demand response (DR) resources at wholesale rates, DR capacity in auctions increased from 2,500 MW to nearly 11,000 MW.","ai_generated":true,"unit":"rmi-000862#insight-2","date_modified":"2026-10-23"},{"text":"The electricity system value chain consists of three fundamental layers: the electrical layer (physical assets), the communications layer (data assets and activities), and the organizational layer (where operational decisions are made).","ai_generated":true,"unit":"rmi-000862#insight-3","date_modified":"2026-10-23"},{"text":"Each of the three layers in the value chain operates through three essential function groups: Input, Process, and Output. In the communications layer, these are 'SENSE', 'COMPUTE', and 'EXECUTE'; in the organizational layer, they are 'ANALYZE', 'DECIDE', and 'ACT'; and in the electrical layer, they are 'MAKE', 'MODIFY', and 'USE'.","ai_generated":true,"unit":"rmi-000862#insight-4","date_modified":"2026-10-23"},{"text":"The framework serves two primary user groups: technology and service providers use it to identify the connections needed for their products to provide value and find pathways to compensation, while system designers use it to determine the assets and connections required to enable and compensate for specific system values.","ai_generated":true,"unit":"rmi-000862#insight-5","date_modified":"2026-10-23"},{"text":"Applying the value chain to a solar PV and battery system reveals that providing complex values like frequency regulation requires significantly more sensing, analysis, and control functions—such as a Battery Management System and coordination with a Distribution Management System (OASIS)—than simply increasing renewable energy consumption.","ai_generated":true,"unit":"rmi-000862#insight-6","date_modified":"2026-10-23"}],"climate_tags":["distributed generation","photovoltaics","battery energy storage system","demand response","grid flexibility"],"geography_discussed":["United States"],"frame_perspective":[],"analysis_type":["framework development","case study"]},{"id":"cdkn-000991","url":"https://climateinsightsdirectory.org/document/cdkn-000991","title":"THE WATER-ENERGY-FOOD NEXUS IN LATIN AMERICA AND THE CARIBBEAN","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2015","source_url":"http://cdkn.org/wp-content/uploads/2015/04/The-Water-Energy-Food-Nexus-in-LAC-April-2015.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the water-energy-food (WEF) nexus in Latin America and the Caribbean, highlighting how the region's reliance on natural resources creates critical trade-offs. It argues that while LAC is resource-abundant, fragmented governance and climate change threaten security. The document proposes a framework for action based on infrastructure, information, institutions, and investment to transition toward climate-compatible development.","ai_generated":true,"unit":"cdkn-000991#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Hydropower is a dominant but vulnerable energy source in LAC, providing approximately 65% of electricity generation and 11% of total energy generation. Its reliability is threatened by climate change-induced changes in rainfall and the prevalence of run-of-river dams, which are more susceptible to drought than reservoir dams.","ai_generated":true,"unit":"cdkn-000991#insight-1","date_modified":"2026-10-23"},{"text":"Agriculture is the primary driver of deforestation in Latin America, accounting for approximately 70% of forest loss. This deforestation undermines water security by disrupting ecosystem services such as rainfall recycling, which is critical for the 'flying rivers' that transport moisture from Amazonia to the La Plata Basin.","ai_generated":true,"unit":"cdkn-000991#insight-2","date_modified":"2026-10-23"},{"text":"Water governance in the region is characterized by high fragmentation and a lack of vertical coordination. In some countries, the number of central authorities involved in water policymaking is significant, ranging from 4 in Argentina to 13 in Peru and 12 in Chile.","ai_generated":true,"unit":"cdkn-000991#insight-3","date_modified":"2026-10-23"},{"text":"The region faces severe spatial and temporal asymmetries in water availability. For example, the Peruvian Amazon contains 97.5% of the country's surface water but supports less than 30% of its population, while economic activity is concentrated on the coast.","ai_generated":true,"unit":"cdkn-000991#insight-4","date_modified":"2026-10-23"},{"text":"Latin America is a global leader in Payment for Ecosystem Services (PES) and Water Funds. Examples include the Socio Bosque programme in Ecuador and the Latin America Water Funds Partnership, which is capitalised by USD 27 million to support 32 water funds.","ai_generated":true,"unit":"cdkn-000991#insight-5","date_modified":"2026-10-23"},{"text":"Biofuel production is expanding rapidly, with LAC producing 27% of global biofuels. This growth creates potential trade-offs where biofuel crops may compete with food crops for land and water resources.","ai_generated":true,"unit":"cdkn-000991#insight-6","date_modified":"2026-10-23"},{"text":"Urbanisation is a critical challenge, with 80% of the population living in cities, a figure expected to reach 90% by 2050. Many major cities, including Rio de Janeiro, Sao Paulo, Mexico City, Lima, and Caracas, must transfer water from neighbouring basins to meet demand.","ai_generated":true,"unit":"cdkn-000991#insight-7","date_modified":"2026-10-23"},{"text":"Climate change is projected to cause temperature increases of 1.6–4°C in Central America and 1.7–6.7°C in South America by the end of the century, impacting water availability and agricultural productivity.","ai_generated":true,"unit":"cdkn-000991#insight-8","date_modified":"2026-10-23"},{"text":"Economic instruments such as subsidies often promote resource inefficiency. In Mexico, electricity subsidies for pumping groundwater encourage over-extraction and lead to the degradation of aquifers.","ai_generated":true,"unit":"cdkn-000991#insight-9","date_modified":"2026-10-23"}],"climate_tags":["water security","energy security","food security","hydropower","biofuel","deforestation","climate change adaptation","climate change mitigation","Integrated Water Resources Management","land degradation","urban agriculture","greenhouse gas emissions"],"geography_discussed":["Brazil","Bolivia","Chile","Colombia","Ecuador","Mexico","Peru","Amazon rainforest","Huila Department","Rio Santa watershed"],"frame_perspective":[],"analysis_type":["policy analysis","regional assessment","framework development"]},{"id":"sei-002549","url":"https://climateinsightsdirectory.org/document/sei-002549","title":"SEI INITIATIVE The SEI Initiative on Transforming Development and Disaster Risk","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"fact sheet","language":"en","date_published":"2015","source_url":"https://www.sei.org/mediamanager/documents/Publications/SEI-FS-2015-Transforming-development-disaster-risk-initiative-LR.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The SEI Initiative on Transforming Development and Disaster Risk (TDDR) addresses the paradox where development often acts as a root cause of disaster risk rather than a means to reduce it. Using a social-ecological systems (SES) framework, the initiative focuses on three research areas: understanding the interaction between development and risk, exploring equitable social-ecological resilience, and investigating adaptive governance processes. The goal is to generate knowledge and a synthesis framework to transform development into a tool for risk reduction, while monitoring the implementation of the Sendai Framework for Disaster Risk Reduction.","ai_generated":true,"unit":"sei-002549#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Development is frequently a primary driver of disaster risk globally, often acting as a \"root cause of disaster risk, rather than a means to reduce it.\"","ai_generated":true,"unit":"sei-002549#insight-1","date_modified":"2026-10-23"},{"text":"The initiative identifies three critical gaps in current disaster risk reduction (DRR): a lack of understanding regarding the complexity of vulnerability creation, a failure to apply knowledge at the appropriate scale for fundamental change, and an over-fixation on \"reducing\" risk instead of analyzing the trade-offs in decision-making.","ai_generated":true,"unit":"sei-002549#insight-2","date_modified":"2026-10-23"},{"text":"The initiative highlights two specific risk patterns: the \"pace-mismatch,\" where risk governance capacities cannot keep up with the increasing exposure caused by economic growth, and the \"vulnerability-resilience paradox,\" where short-term vulnerability to normal hazards is reduced while long-term resilience to extreme events is eroded.","ai_generated":true,"unit":"sei-002549#insight-3","date_modified":"2026-10-23"},{"text":"In the Asia-Pacific region, the number of people exposed to annual flooding more than doubled between 1970 and 2010, increasing from 30 million to 64 million.","ai_generated":true,"unit":"sei-002549#insight-4","date_modified":"2026-10-23"},{"text":"The initiative seeks to develop the concept of \"equitable social-ecological resilience,\" recognizing that resilience-building actions often involve trade-offs where some individuals gain more than others, meaning resilience alone does not guarantee equitable development.","ai_generated":true,"unit":"sei-002549#insight-5","date_modified":"2026-10-23"},{"text":"The initiative aims to investigate adaptive governance to secure the integration of disaster risk and development, noting that while adaptive governance is well-theorized for natural resource management, there has been \"little progress\" in applying it to the integration of DRR and development.","ai_generated":true,"unit":"sei-002549#insight-6","date_modified":"2026-10-23"}],"climate_tags":["disaster risk reduction","climate change","climate change vulnerability","climate resilience","sustainable development","Sustainable Development Goals","climate change adaptation","environmental governance","social equity"],"geography_discussed":["Asia-Pacific","Philippines","Nepal","Thailand","United States","Spain","Haiti","Afghanistan"],"frame_perspective":[],"analysis_type":["framework development","policy analysis","literature synthesis"]},{"id":"prio-001338","url":"https://climateinsightsdirectory.org/document/prio-001338","title":"Identification of opportunities for positive societal impact of CM","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"report","language":"en","date_published":"2014-12-19","source_url":"https://cdn.cloud.prio.org/files/727a69a3-625b-4ef0-989c-f2322ef0c42f/DRIVER Deliverable 931 - Identification of opportunities for positive societal impact of CM.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report establishes a framework for assessing the positive societal impacts of crisis management (CM) tools, specifically for the DRIVER project. It defines societal resilience as a multi-dimensional concept encompassing technical, political, psychological, and value-based dimensions. By reviewing 23 policy documents from the UN, EU, and IFRC, the report identifies core societal values—such as trust, solidarity, and participation—that should guide CM interventions. It proposes a consolidated list of assessment criteria (e.g., accountability, diversity, and transparency) to ensure CM tools foster rather than infringe upon societal values. The document concludes with general recommendations for positive intervention, emphasizing people-centered, bottom-up approaches and the importance of international cooperation and legal frameworks in building resilience.","ai_generated":true,"unit":"prio-001338#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Societal resilience is conceptualized as a multi-dimensional capacity to deal with change, stress, or disturbance, comprising technical infrastructure resilience, political leadership, psychological coping mechanisms, and citizen engagement.","ai_generated":true,"unit":"prio-001338#insight-1","date_modified":"2026-10-23"},{"text":"The report argues that crisis management is only effective if it respects and fosters a 'value-dimension' of society, including shared values such as trust, social cohesion, community, solidarity, and democratic participation.","ai_generated":true,"unit":"prio-001338#insight-2","date_modified":"2026-10-23"},{"text":"A consolidated criteria system for assessing positive societal impact was developed, including metrics such as Accountability, Applicability, Cultural & Gender Sensitivity, Dignity, Diversity, Economic Stability, Efficiency & Effectiveness, International Cooperation, Legality & Legitimacy, Non-discrimination, Participation, Social Cohesion, Solidarity, and Trust.","ai_generated":true,"unit":"prio-001338#insight-3","date_modified":"2026-10-23"},{"text":"Analysis of IFRC, EU, and UN policies indicates that resilience is most effectively built through 'people-centred' and 'bottom-up' approaches that prioritize the most vulnerable groups and respect local ownership.","ai_generated":true,"unit":"prio-001338#insight-4","date_modified":"2026-10-23"},{"text":"The report identifies a risk of 'remote management' and 'responsibilisation,' where CM professionals manage crises from a distance via technology or shift state responsibilities onto citizens, potentially leaving victims without adequate professional support.","ai_generated":true,"unit":"prio-001338#insight-5","date_modified":"2026-10-23"},{"text":"International cooperation and the harmonization of legal frameworks are identified as essential for managing trans-boundary hazards and ensuring a coordinated response across borders.","ai_generated":true,"unit":"prio-001338#insight-6","date_modified":"2026-10-23"},{"text":"The report recommends that resilience-enhancing measures be proactive and integrated into broader development and urban planning to be more cost-effective than reactive crisis response.","ai_generated":true,"unit":"prio-001338#insight-7","date_modified":"2026-10-23"}],"climate_tags":["disaster risk reduction","climate change adaptation","urban resilience","human rights"],"geography_discussed":["European Union","Sahel","West Africa","South-East Europe","Asia","Pacific"],"frame_perspective":[],"analysis_type":["policy review","framework development"]},{"id":"iisd-001914","url":"https://climateinsightsdirectory.org/document/iisd-001914","title":"Using Process-Based Indicators to Help Design Effective Policies on Food Security in the Context of Climate Change","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"briefing","language":"en","date_published":"2014-11","source_url":"https://www.iisd.org/system/files/publications/process-based-indicators-food-security.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that traditional food security monitoring focuses too heavily on outputs and outcomes, which are often difficult to attribute to specific actions. It proposes 'process-based indicators' as proxies to measure the quality of decision-making, institutional capacity, and inclusivity. Using the FIPAT tool in Guatemala, Honduras, and Nicaragua, the authors identify key indicators across six areas: policy vulnerability, system resilience, decision-making transparency, multistakeholder participation, lessons learned, and decentralization. The briefing emphasizes that effective food security policies require inclusive participation of vulnerable groups, empowered local decision-makers, and a shift in institutional culture to view policy review as a dynamic, non-punitive process.","ai_generated":true,"unit":"iisd-001914#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Process-based indicators are proposed as a way to bridge the gap between output and outcome indicators, serving as proxies for potential outcomes by describing institutional capacities, knowledge management, and decision-making processes.","ai_generated":true,"unit":"iisd-001914#insight-1","date_modified":"2026-10-23"},{"text":"The Food Security Indicator & Policy Analysis Tool (FIPAT) was applied to assess specific national policies in Central America, including Guatemala's National Climate Change Strategy, Honduras' National Strategy on Climate Change, and Nicaragua's Forestry Development Strategy and Food Security and Nutrition Act No. 693.","ai_generated":true,"unit":"iisd-001914#insight-2","date_modified":"2026-10-23"},{"text":"Effective food security policies must move from reactive disaster mitigation and food aid toward proactive risk management, utilizing forecasts and integrated water and land resource management systems.","ai_generated":true,"unit":"iisd-001914#insight-3","date_modified":"2026-10-23"},{"text":"Decentralization is critical for food security resilience, as local decision-makers possess the best knowledge of local situations and should be provided with the necessary financial, technical, and decision-making powers.","ai_generated":true,"unit":"iisd-001914#insight-4","date_modified":"2026-10-23"},{"text":"Vulnerable groups are frequently excluded from participatory processes; therefore, policies must specifically target their involvement in capacity-building and emergency preparedness planning to ensure their unique needs are addressed.","ai_generated":true,"unit":"iisd-001914#insight-5","date_modified":"2026-10-23"},{"text":"A shift in institutional culture is required so that policy reviews are viewed as a standard part of the development cycle rather than a performance review that could lead to budget cuts or job loss.","ai_generated":true,"unit":"iisd-001914#insight-6","date_modified":"2026-10-23"}],"climate_tags":["food security","climate change adaptation","climate variability","climate resilience","public policy","capacity building","water management","risk management"],"geography_discussed":["Guatemala","Honduras","Nicaragua"],"frame_perspective":[],"analysis_type":["policy assessment","framework development"]},{"id":"iisd-002976","url":"https://climateinsightsdirectory.org/document/iisd-002976","title":"GovernAbilities: The nexus of sustainability, accountability and adaptability","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2014-05","source_url":"https://www.iisd.org/system/files/publications/governabilities_sustainability_accountability_adaptability.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report introduces 'governAbilities' as the nexus of sustainability, accountability, and adaptability, arguing that these three operational areas are essential for governments to maintain a 'social licence to operate' in a complex, uncertain century. It identifies four common principles—outcome-based, multistakeholder, forward-looking, and multi-dimensional—that link these abilities. To operationalize these, the authors propose a toolkit including Budgeting for Outcomes, Indicator Information Systems, Multistakeholder Councils, Scenario Planning, and Integrated Strategies. The report provides global case studies, such as Germany's sustainability reporting and Washington State's budgeting process, to demonstrate how these tools can be implemented to improve public management and policy resilience.","ai_generated":true,"unit":"iisd-002976#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The authors propose the concept of 'governAbilities', which is the collective pursuit of sustainability, accountability, and adaptability, arguing that these three are core to successful governance in the 21st century.","ai_generated":true,"unit":"iisd-002976#insight-1","date_modified":"2026-10-23"},{"text":"Sustainability, accountability, and adaptability are linked by four overlapping principles: they must be outcome-based, multistakeholder, forward-looking, and multi-dimensional.","ai_generated":true,"unit":"iisd-002976#insight-2","date_modified":"2026-10-23"},{"text":"Outcome-based planning and reporting serves as the interface between science and policy, providing the evidence base for setting targets and evaluating accountability to commitments.","ai_generated":true,"unit":"iisd-002976#insight-3","date_modified":"2026-10-23"},{"text":"Multistakeholder engagement is critical for transparency, providing a broad range of perspectives for complex problem-solving, and leveraging the self-organizing potential of citizens to respond to unanticipated events.","ai_generated":true,"unit":"iisd-002976#insight-4","date_modified":"2026-10-23"},{"text":"Scenario planning is identified as a foundational tool for 'governAbilities' because it allows decision-makers to test policies against plausible futures, identify key drivers of change, and build social capital.","ai_generated":true,"unit":"iisd-002976#insight-5","date_modified":"2026-10-23"},{"text":"Budgeting for Outcomes (BFO), as implemented in Washington State, shifts the budgeting process from traditional budget trimming to asking what results citizens want and how to create the most value for costs.","ai_generated":true,"unit":"iisd-002976#insight-6","date_modified":"2026-10-23"},{"text":"Indicator Information Systems (IIFs) provide the essential evidence base for outcome-based planning, with examples including Germany's semi-annual reports on sustainable development and the 'Peg' system in Winnipeg.","ai_generated":true,"unit":"iisd-002976#insight-7","date_modified":"2026-10-23"},{"text":"Integrated strategies, such as Austria's ÖSTRAT and the Basque Country's EcoEuskadi 2020, facilitate vertical and horizontal coordination across different levels of government and policy sectors.","ai_generated":true,"unit":"iisd-002976#insight-8","date_modified":"2026-10-23"},{"text":"Multistakeholder councils, such as the German Council for Sustainable Development, act as advisory bodies that foster social dialogue and help formulate and monitor national sustainable development strategies.","ai_generated":true,"unit":"iisd-002976#insight-9","date_modified":"2026-10-23"}],"climate_tags":["sustainable development","climate change","green economy","public policy","governance"],"geography_discussed":["Germany","United States","Washington","Alberta","Canada","Winnipeg","Oregon","Florida","Austria","Spain","Basque Country","Bhutan","Sweden","Tasmania"],"frame_perspective":[],"analysis_type":["policy analysis","framework development","case study analysis"]},{"id":"cdkn-000512","url":"https://climateinsightsdirectory.org/document/cdkn-000512","title":"How to scale out community-based adaptation to climate change","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"research paper","language":"en","date_published":"2014-04","source_url":"http://cdkn.org/wp-content/uploads/2014/04/CDKN_Working_Paper_community_adaption_Final_web-res.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that scaling out community-based adaptation (CBA) requires moving beyond isolated pilots to a systemic approach that integrates adaptive capacity, strategic partnerships, and documented evidence. It identifies four key enabling factors: building comprehensive adaptive capacity (assets, institutions, knowledge, innovation, and decision-making), leveraging diverse networks including the private sector, producing rigorous cost-benefit evidence, and utilizing flexible institutional and finance mechanisms. Case studies from Niger, Colombia, Zambia, and Bangladesh illustrate different pathways to scale, ranging from informal farmer networks and municipal government planning to commercial contract farming and international research platforms.","ai_generated":true,"unit":"cdkn-000512#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Africa Climate Change Resilience Alliance (ACCRA) found that adaptation interventions focusing on a single characteristic, such as assets, are unlikely to support the full spectrum of processes needed for adaptive capacity.","ai_generated":true,"unit":"cdkn-000512#insight-1","date_modified":"2026-10-23"},{"text":"In Cartagena, Colombia, a partnership between the municipal government, business leaders, and the Colombian Institute of Marine and Coastal Research (INVEMAR) successfully integrated a participatory vulnerability assessment into the 'Cartagena Development Plan 2012-2016'.","ai_generated":true,"unit":"cdkn-000512#insight-2","date_modified":"2026-10-23"},{"text":"In Bangladesh, the 'Action Research on CBA in Bangladesh' (ARCAB) program and online forums like weADAPT and the Community-Based Adaptation Exchange serve as 'communities of practice' to amplify and share CBA experiences.","ai_generated":true,"unit":"cdkn-000512#insight-3","date_modified":"2026-10-23"},{"text":"Private sector actors can be effective agents for scaling out; for example, Dunavant Zambia used its contract farming system to scale a 'Trees on Farms' program to over 15,000 farmers by 2013, promoting the use of musangu (Faidherbia albida) trees to improve soil fertility.","ai_generated":true,"unit":"cdkn-000512#insight-4","date_modified":"2026-10-23"},{"text":"Farmer-managed natural regeneration in Niger demonstrates a successful informal scaling-out process where centuries-old methods of managing re-sprouting tree species spread via 'word of mouth and informal farmers\u0001 networks', eventually covering almost half of all cultivated land.","ai_generated":true,"unit":"cdkn-000512#insight-5","date_modified":"2026-10-23"}],"climate_tags":["Community based adaptation","adaptive capacity","climate resilience","agroforestry","nature-based solutions","climate finance","carbon emission trading","vulnerability assessment","land-use planning","Reducing emissions from deforestation and forest degradation"],"geography_discussed":["Niger","Cartagena","Bangladesh"],"frame_perspective":[],"analysis_type":["case study","policy analysis","framework development"]},{"id":"sei-000527","url":"https://climateinsightsdirectory.org/document/sei-000527","title":"A Framework for Nordic Actor-Oriented Climate Adaptation Research","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2014-03-14","source_url":"https://www.sei.org/publications/a-framework-for-nordic-actor-oriented-climate-adaptation-research/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document argues that a gap exists between climate adaptation research and action because traditional framing ignores agency and separates adaptation from mitigation. It proposes an actor-oriented approach to overcome five identified bottlenecks, applying modelling, visualization, and policy analysis to land-use change, energy transitions, and insurance and finance.","ai_generated":true,"unit":"sei-000527#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A significant gap persists between climate adaptation research and actual implementation because researchers fail to show relevance to practitioners, or stakeholders rely on different information sources.","ai_generated":true,"unit":"sei-000527#insight-1","date_modified":"2026-10-23"},{"text":"In sectors including energy supply, water management, urban planning, nature conservation, forestry, and agriculture, adaptation is often studied independently of mitigation, which does not reflect the experience of practitioners.","ai_generated":true,"unit":"sei-000527#insight-2","date_modified":"2026-10-23"},{"text":"The NORD-STAR framework for actor-oriented adaptation research treats climate adaptation as a means to address both the direct impacts of climate change and the resulting consequences of climate policy.","ai_generated":true,"unit":"sei-000527#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","energy transition","land-use change","climate finance","insurance","climate policy","climate change mitigation"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["framework development","policy analysis"]},{"id":"iisd-003725","url":"https://climateinsightsdirectory.org/document/iisd-003725","title":"The Water-Energy-Food Nexus and Agricultural Investment: A sustainable development guidebook","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"guide","language":"en","date_published":"2014-03","source_url":"https://www.iisd.org/system/files/publications/WEF_guidebook.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The guidebook introduces a systems-based approach to the Water-Energy-Food (WEF) nexus, arguing that agricultural investments are most sustainable when they protect underlying environmental determinants and social capital. It proposes a four-stage operational process: assessing the current WEF security system, envisioning future landscape scenarios, developing a specific investment strategy, and transforming the system through implementation and adaptive management. The framework emphasizes the use of watershed-scale analysis, stakeholder engagement, and quantitative modeling to identify synergies and trade-offs, ensuring that investments do not harm tenure rights or ecosystem services.","ai_generated":true,"unit":"iisd-003725#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Water-Energy-Food (WEF) nexus is characterized by critical interdependencies: water is required for food and energy production, while energy is necessary for water treatment, distribution, and food processing and transport.","ai_generated":true,"unit":"iisd-003725#insight-1","date_modified":"2026-10-23"},{"text":"The guidebook proposes a four-stage operational process for WEF security: assessing the current system, envisioning future landscape scenarios, developing an investment strategy, and transforming the system through adaptive management.","ai_generated":true,"unit":"iisd-003725#insight-2","date_modified":"2026-10-23"},{"text":"A watershed or catchment scale is recommended as the most effective geographic unit for WEF analysis because it represents the fundamental connections of the landscape through water bodies and allows for tracking both outputs and outcomes.","ai_generated":true,"unit":"iisd-003725#insight-3","date_modified":"2026-10-23"},{"text":"Responsible agricultural investments should adhere to principles that include doing no harm, respecting human rights, safeguarding against the dispossession of legitimate tenure right holders, and ensuring transparency and accountability.","ai_generated":true,"unit":"iisd-003725#insight-4","date_modified":"2026-10-23"},{"text":"The framework emphasizes that recognizing informal and customary property and tenure rights is a necessary precondition for direct negotiations with investors and is essential for empowering local communities.","ai_generated":true,"unit":"iisd-003725#insight-5","date_modified":"2026-10-23"},{"text":"The guidebook suggests using quantitative tools, such as hydrologic models and the Integrated Valuation and Ecosystem Services and Trade-offs (InVEST) model, to simulate water distribution and value ecosystem services to inform policy trade-offs.","ai_generated":true,"unit":"iisd-003725#insight-6","date_modified":"2026-10-23"},{"text":"Effective implementation of WEF strategies requires a combination of outcome-based indicators (measuring physical and socioeconomic changes) and process-based indicators (ensuring procedures meet standards).","ai_generated":true,"unit":"iisd-003725#insight-7","date_modified":"2026-10-23"}],"climate_tags":["ecosystem service","natural capital","land tenure","climate change adaptation","environmental impact assessment","biodiversity","carbon sequestration"],"geography_discussed":["Europe","Colombia","People's Republic of China","Africa","Niger","Australia","Democratic Republic of the Congo","India","South Africa","Ecuador","Canada"],"frame_perspective":[],"analysis_type":["framework development","policy guidance","strategic planning"]},{"id":"rmi-000853","url":"https://climateinsightsdirectory.org/document/rmi-000853","title":"HOW TO CALCULATE AND PRESENT DEEP RETROFIT VALUE","publisher":{"name":"RMI","organization":"rmi"},"document_type":"executive summary","language":"en","date_published":"2014-01","source_url":"https://rmi.org/app/uploads/2017/05/RMI_Document_Repository_Public-Reprts_2014-12_DRV-ExecutiveSummary.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The executive summary introduces a guide for owner-occupants to capture the full value of deep energy retrofits, which are defined as those reducing energy consumption by 50 percent or more. It argues that these investments generate significant, quantifiable business value through non-energy benefits, such as improved employee health, productivity, and risk management. The document presents the RMI Retrofit Value Model, which links design and execution practices to direct and indirect outcomes, ultimately impacting property and enterprise performance. It details nine specific value elements—ranging from reduced health and employee costs to enhanced property-derived revenues—that professionals can use to build a comprehensive business case for deep retrofits.","ai_generated":true,"unit":"rmi-000853#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Deep energy retrofits, which are characterized by their ability to reduce a building's energy consumption by 50 percent or more, provide substantial financial benefits that extend beyond energy cost savings.","ai_generated":true,"unit":"rmi-000853#insight-1","date_modified":"2026-10-23"},{"text":"The RMI Retrofit Value Model illustrates a causal chain where design and execution practices lead to direct and indirect retrofit outcomes, which then improve property or enterprise performance and create quantifiable retrofit value.","ai_generated":true,"unit":"rmi-000853#insight-2","date_modified":"2026-10-23"},{"text":"Non-energy business value from deep retrofits is categorized into nine discrete elements: retrofit development costs, non-energy property operating costs, retrofit risk mitigation, health costs, employee costs, promotions and marketing costs, customer access and sales, property-derived revenues, and enterprise risk management/mitigation.","ai_generated":true,"unit":"rmi-000853#insight-3","date_modified":"2026-10-23"},{"text":"Deep retrofits can lower corporate expenses by reducing health costs through better ventilation and pollutant control, and by decreasing employee costs related to recruiting, retention, and compensation.","ai_generated":true,"unit":"rmi-000853#insight-4","date_modified":"2026-10-23"},{"text":"Sustainability leadership achieved through deep retrofits can offset marketing expenses and increase sales, as customers increasingly require demonstrated sustainability performance when making purchase decisions.","ai_generated":true,"unit":"rmi-000853#insight-5","date_modified":"2026-10-23"}],"climate_tags":["Deep energy retrofit","energy efficiency","corporate real estate","indoor air quality"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["framework development","business case analysis"]},{"id":"sei-001675","url":"https://climateinsightsdirectory.org/document/sei-001675","title":"CLEANED – a new comprehensive framework for ex ante assessment of environmental impacts of livestock and aquaculture system interventions","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2014","source_url":"https://www.sei.org/mediamanager/documents/Publications/NEW/SEI-DB-2014-Morris-Ran-Barron-CLEANED.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The CLEANED framework provides a participatory, rapid assessment tool for evaluating the environmental footprints of livestock and aquaculture interventions across the entire value chain. It focuses on four main impact categories: water availability and quality, soil and land health, biodiversity, and greenhouse gas emissions. Designed for use in developing countries, the tool combines public global datasets with local participatory GIS data to provide scores (adverse, positive, or static) for specific spatial units. A pilot application in Tanzania's dairy sector demonstrated the tool's ability to visualize how increased milk demand could expand fodder production areas.","ai_generated":true,"unit":"sei-001675#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The CLEANED framework is designed as a rapid, ex-ante tool to assess environmental impacts at multiple spatial scales for planned livestock and aquaculture interventions, specifically targeting the fragmented agro-ecological landscapes of smallholder systems in developing countries.","ai_generated":true,"unit":"sei-001675#insight-1","date_modified":"2026-10-23"},{"text":"The framework evaluates environmental impacts across the entire value chain, including the natural resource base for feed, livestock production, processing, marketing, and consumption, with a specific emphasis on waste management throughout the chain.","ai_generated":true,"unit":"sei-001675#insight-2","date_modified":"2026-10-23"},{"text":"CLEANED assesses four primary environmental impact categories using specific indicators: water (availability, quality, and soil water-holding capacity), soil and land health (erosion, organic matter, and fertility), biodiversity (habitat pressure, species diversity, and genetic resources), and greenhouse gas emissions (methane, nitrogen oxides, and carbon dioxide equivalents based on IPCC guidelines).","ai_generated":true,"unit":"sei-001675#insight-3","date_modified":"2026-10-23"},{"text":"The tool is designed for general use with minimal expert knowledge, utilizing a combination of public global datasets (for climate, soil, and topography) and participatory geographic information systems (PGIS) to validate and collect local data.","ai_generated":true,"unit":"sei-001675#insight-4","date_modified":"2026-10-23"},{"text":"The framework outputs results as scores—categorized as adverse, positive, or static—which can be applied to a whole discrete unit (such as a watershed or district) or disaggregated spatially to identify specific sensitive areas.","ai_generated":true,"unit":"sei-001675#insight-5","date_modified":"2026-10-23"},{"text":"A proof-of-concept application in Tanzania's dairy sector showed that meeting anticipated milk consumption increases (projected to rise to 100 litres per capita by 2020) would potentially lead to substantial new areas being dedicated to fodder production.","ai_generated":true,"unit":"sei-001675#insight-6","date_modified":"2026-10-23"},{"text":"Global livestock and fish production are significant drivers of environmental change, contributing between 8.5% and 18% of global anthropogenic greenhouse gas emissions and utilizing approximately 33% of arable land and 37% of water allocated for crop production.","ai_generated":true,"unit":"sei-001675#insight-7","date_modified":"2026-10-23"}],"climate_tags":["aquaculture","greenhouse gas emissions","water resource","biodiversity","environmental impact assessment","smallholder"],"geography_discussed":["Tanzania","World"],"frame_perspective":[],"analysis_type":["framework development","ex-ante assessment","pilot study"]},{"id":"sei-002691","url":"https://climateinsightsdirectory.org/document/sei-002691","title":"The Indirect Effects of Adaptation: Pathways for Vulnerability Redistribution in the Colombian Coffee Sector","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2013-12","source_url":"https://www.sei.org/mediamanager/documents/Publications/Climate/SEI-WP-2013-10-Colombia-coffee-indirect-adaptation-impacts.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research investigates the risk of 'vulnerability redistribution,' where adaptation measures in one location inadvertently increase vulnerability elsewhere. The authors develop a framework based on the 'sustainable livelihoods' approach, focusing on five asset types (natural, physical, social, financial, and human) to identify 'risk transfer pathways.' Applying this to Colombia's coffee sector, the study identifies three primary pathways for indirect effects: global economic competition affecting price premiums, donor-funded projects diverting national institutional resources, and infrastructure improvements reducing demand for manual labour.","ai_generated":true,"unit":"sei-002691#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The authors argue that in a globalized world, adaptation interventions often create indirect effects—outcomes geographically or socially distinct from intended beneficiaries—which may redistribute rather than reduce overall vulnerability.","ai_generated":true,"unit":"sei-002691#insight-1","date_modified":"2026-10-23"},{"text":"The proposed analytical framework uses the 'sustainable livelihoods' approach to identify risk transfer pathways by analyzing disturbances to five key asset types: natural, physical, social, financial, and human assets.","ai_generated":true,"unit":"sei-002691#insight-2","date_modified":"2026-10-23"},{"text":"In the Colombian coffee sector, economic competition in the global market acts as a pathway for vulnerability redistribution; specifically, increased production of certified coffees (e.g., organic) in low-cost countries like Peru or Honduras can reduce the premiums Colombian growers receive.","ai_generated":true,"unit":"sei-002691#insight-3","date_modified":"2026-10-23"},{"text":"Large-scale production changes in countries like Brazil and Vietnam can influence the base market price of coffee, though the authors note that most donor-supported local interventions are not large enough to affect this base price.","ai_generated":true,"unit":"sei-002691#insight-4","date_modified":"2026-10-23"},{"text":"International donor interventions in Colombia have been found to inadvertently redistribute vulnerability by diverting the resources and priorities of the Federación Nacional de Cafeteros (FNC) away from essential extension services.","ai_generated":true,"unit":"sei-002691#insight-5","date_modified":"2026-10-23"},{"text":"Private initiatives to improve local infrastructure, such as central processing mills, can create negative indirect effects by reducing the demand for coffee pickers, with women being the most affected group.","ai_generated":true,"unit":"sei-002691#insight-6","date_modified":"2026-10-23"},{"text":"Climate change adaptation strategies that shift support away from 'marginal' low-altitude coffee-growing areas may increase the vulnerability of the farmers most at risk from climate change.","ai_generated":true,"unit":"sei-002691#insight-7","date_modified":"2026-10-23"},{"text":"The study identifies a link between coffee market failures and broader social instability in Colombia, where diminished income can increase recruitment into guerrilla activity or the cultivation of illicit crops like coca.","ai_generated":true,"unit":"sei-002691#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","maladaptation","smallholder","climate finance"],"geography_discussed":["Colombian coffee growing axis","Bogotá","Vietnam","Brazil","Peru","Honduras","Kenya","Tanzania"],"frame_perspective":[],"analysis_type":["case study","framework development","qualitative research"]},{"id":"sei-000736","url":"https://climateinsightsdirectory.org/document/sei-000736","title":"Pathways for Adaptive and Integrated Disaster Resilience","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2013-11-15","source_url":"https://www.sei.org/publications/pathways-for-adaptive-and-integrated-disaster-resilience/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document introduces the Adaptive and Integrated Disaster Resilience (AIDR) framework, designed to address the increasing complexity and uncertainty of disasters caused by environmental and socio-economic changes. AIDR focuses on building system adaptiveness through institutional processes that operate across sectors and scales. The authors identify seven conceptual pathways to achieve this integration: integrating DRR with adaptation and development, strengthening polycentric governance, fostering collaborations, improving knowledge and information, enabling institutional learning, self-organization and networking, and providing disaster risk finance and insurance. When applying these pathways to Indonesia, the authors emphasize the need for increased resources for local multi-stakeholder collaboration and the necessity of placing communities at the center of DRR and adaptation efforts.","ai_generated":true,"unit":"sei-000736#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The authors define Adaptive and Integrated Disaster Resilience (AIDR) as the capacity of communities and nations to build resilience through integrated methods and strengthened system adaptiveness, allowing them to manage uncertainties via cross-sectoral institutional processes, stakeholder engagement, and social learning.","ai_generated":true,"unit":"sei-000736#insight-1","date_modified":"2026-10-23"},{"text":"The paper identifies seven specific pathways to achieve AIDR, which serve as conceptual tools for integrating disaster risk reduction (DRR) with adaptation and development: integrating DRR, adaptation and development; strengthening polycentric governance; fostering collaborations; improving knowledge and information; enabling institutional learning; self-organization and networking; and providing disaster risk finance and insurance.","ai_generated":true,"unit":"sei-000736#insight-2","date_modified":"2026-10-23"},{"text":"Analysis of the AIDR pathways in Indonesia indicates a critical requirement for more resources and stronger multi-stakeholder collaboration at the local level, as well as the need to center the community in integrated DRR and adaptation approaches.","ai_generated":true,"unit":"sei-000736#insight-3","date_modified":"2026-10-23"}],"climate_tags":["disaster risk reduction","climate change adaptation"],"geography_discussed":["Indonesia"],"frame_perspective":[],"analysis_type":["framework development","literature review"]},{"id":"cdkn-000931","url":"https://climateinsightsdirectory.org/document/cdkn-000931","title":"A framework for mainstreaming climate resilience into development planning","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"research paper","language":"en","date_published":"2013-11","source_url":"https://cdkn.org/sites/default/files/files/Final-Working-Paper.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper introduces the Climate Resilience Mainstreaming Building Block (CRMBB) framework, which guides government planners in integrating climate resilience into policy objectives, spatial scales, and temporal planning cycles. It identifies three primary policy responses: climate-proofing, climate-first, and development-first. The CRMBB framework consists of three building blocks: an enabling environment (political will and information services), policy and planning (policy frameworks, institutional arrangements, and financial frameworks), and projects and programmes. Case studies from Bangladesh, Cambodia, Laos, Kenya, The Gambia, and Rwanda demonstrate a trend toward country-led, programmatic approaches over externally driven, project-based initiatives.","ai_generated":true,"unit":"cdkn-000931#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The authors propose the Climate Resilience Mainstreaming Building Block (CRMBB) framework as a diagnostic tool for government officials to assess and plan the integration of climate resilience into development planning.","ai_generated":true,"unit":"cdkn-000931#insight-1","date_modified":"2026-10-23"},{"text":"Effective mainstreaming requires a shift from externally imposed priorities toward country-led approaches that are embedded in existing development planning systems, capacity, and priorities.","ai_generated":true,"unit":"cdkn-000931#insight-2","date_modified":"2026-10-23"},{"text":"The document identifies three distinct policy responses to mainstreaming: 'climate-proofing' (protecting existing interventions), 'climate-first' (addressing incremental risks via stand-alone policies), and 'development-first' (integrating resilience into the planning process from the start).","ai_generated":true,"unit":"cdkn-000931#insight-3","date_modified":"2026-10-23"},{"text":"The CRMBB framework is structured around three building blocks: an enabling environment (the primary requirement), policy and planning (for systems-based approaches), and projects and programmes (for project-based approaches).","ai_generated":true,"unit":"cdkn-000931#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","mainstreaming","development planning","climate change adaptation","climate finance","national adaptation plan"],"geography_discussed":["Bangladesh","Cambodia","The Gambia","Kenya","Laos","Rwanda"],"frame_perspective":[],"analysis_type":["framework development","case study analysis"]},{"id":"cdkn-001008","url":"https://climateinsightsdirectory.org/document/cdkn-001008","title":"Climate Risk Assessment Guide – Central Asia","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"guide","language":"en","date_published":"2013-07","source_url":"https://cdkn.org/sites/default/files/files/Climate-Risk-Assessment-Guide.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Climate Risk Assessment Guide – Central Asia establishes a framework to downscale climate impact understanding to support sub-national risk management. It integrates climate change assessment with disaster risk assessment, focusing on six types of capital: human, natural, social, financial, physical, and political. The methodology combines an impact-based assessment (using monetary damage and Delphi-based livelihood scoring) with a perception-based assessment to identify gaps between expert data and local views. The guide emphasizes the use of Geographic Information Systems (GIS) for data management and provides a structured process for creating climate risk profiles to prioritize management actions.","ai_generated":true,"unit":"cdkn-001008#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The guide identifies a critical need to 'downscale the understanding of climate impacts' to the sub-national and community levels because existing national reports often cover too broad a range of actions and timeframes to guide practical local action.","ai_generated":true,"unit":"cdkn-001008#insight-1","date_modified":"2026-10-23"},{"text":"Climate-related risks in Central Asia are categorized into direct hazards (e.g., heavy rainfall, extreme heat), consequent hazards (e.g., flooding, landslides, glacial lake outbursts), and contributory hazards (e.g., food and water shortages, climate-related disease).","ai_generated":true,"unit":"cdkn-001008#insight-2","date_modified":"2026-10-23"},{"text":"The assessment utilizes a modified Sustainable Livelihoods Framework to measure impacts across six capitals: human, natural, social, financial, physical, and political, with political capital added specifically to capture the role of governance in risk management.","ai_generated":true,"unit":"cdkn-001008#insight-3","date_modified":"2026-10-23"},{"text":"A significant limitation in the region is the lack of high-quality sub-national data; while physical climate parameters are well understood, data on socio-economic factors and specific event impacts have 'low to moderate level of confidence'.","ai_generated":true,"unit":"cdkn-001008#insight-4","date_modified":"2026-10-23"},{"text":"The methodology employs a 'six-pack approach' to data collection, prioritizing only data with clear links to risk to maintain efficiency and manage limited resources, rather than a 'garbage-can approach' of collecting all available data.","ai_generated":true,"unit":"cdkn-001008#insight-5","date_modified":"2026-10-23"},{"text":"The guide emphasizes that local perceptions of risk often differ from objective expert data, and failing to address this gap can lead to risk management efforts that lack local support or fail to address actual societal concerns.","ai_generated":true,"unit":"cdkn-001008#insight-6","date_modified":"2026-10-23"},{"text":"The risk assessment process uses a combination of monetary quantification for physical damage (calculated as per capita cost per year) and a Delphi-based scoring system for non-monetary livelihood impacts to determine overall risk levels.","ai_generated":true,"unit":"cdkn-001008#insight-7","date_modified":"2026-10-23"},{"text":"The guide provides a structured questionnaire for perception surveys that includes a 'willingness to pay' component to determine the relative importance of climate risks compared to other challenges faced by the population.","ai_generated":true,"unit":"cdkn-001008#insight-8","date_modified":"2026-10-23"}],"climate_tags":["Climate risk assessment","climate change adaptation","disaster risk reduction","climate finance","vulnerability assessment","adaptive capacity"],"geography_discussed":["Kyrgyzstan","Kazakhstan","Tajikistan","Uzbekistan","Turkmenistan","Batken Oblast","Chui Oblast","Talas Oblast"],"frame_perspective":[],"analysis_type":["methodological guide","framework development"]},{"id":"iisd-003342","url":"https://climateinsightsdirectory.org/document/iisd-003342","title":"Overcoming Barriers to Scale: Institutional impact investments in low-income and developing countries","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2013-07","source_url":"https://www.iisd.org/system/files/publications/overcoming_barriers_to_scale.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies seven primary and secondary barriers to institutional impact investing, including a shortage of attractive deals, lack of track records, and limited exit options. It suggests that governments can mitigate these by strengthening the investment pipeline through technical assistance and seed funding, and by promoting blended capital arrangements. The authors propose the National Impact Investment Readiness Assessment (NIIRA) tool to help investors and policy-makers evaluate the quality and scalability of a country's impact investment pipeline. A case study of India illustrates the role of pioneering firms like Aavishkaar and IntelleGrow in building a supportive entrepreneurial ecosystem.","ai_generated":true,"unit":"iisd-003342#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Institutional investors face seven key problems that hinder the scaling of impact investments: primary problems include investment risk/return profiles, investment track records, exit options, and sourcing deals/investment costs; secondary problems include impact measurement, the blended capital curve, and scalability.","ai_generated":true,"unit":"iisd-003342#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant supply gap in the impact investment market because few deals meet the market-rate return requirements of financial-first investors. For example, a Monitor Group study in sub-Saharan Africa found that only 32 per cent of 439 promising inclusive businesses were commercially viable with the potential to achieve scale.","ai_generated":true,"unit":"iisd-003342#insight-2","date_modified":"2026-10-23"},{"text":"Impact investments are predominantly illiquid, as approximately 90 per cent are made via private equity or private debt. The lack of initial public offerings (IPOs) in developing countries limits exit options, often leaving share buy-backs or sales to strategic buyers as the only routes.","ai_generated":true,"unit":"iisd-003342#insight-3","date_modified":"2026-10-23"},{"text":"Governments can increase the supply of investment-ready ventures by providing technical assistance, seed funding, and promoting successful business models, such as the seven models identified by the IFC (e.g., micro distribution and retail, and smallholder procurement).","ai_generated":true,"unit":"iisd-003342#insight-4","date_modified":"2026-10-23"},{"text":"Securitization and alternative fund structures can enable blended capital arrangements by dividing risk into tranches (senior, mezzanine, and junior). This allows impact-first investors to absorb higher risks in junior tranches, making the senior tranches attractive to institutional investors with strict fiduciary duties.","ai_generated":true,"unit":"iisd-003342#insight-5","date_modified":"2026-10-23"},{"text":"The authors introduce the National Impact Investment Readiness Assessment (NIIRA) framework, which evaluates five areas: national political and economic context, impact investment policies, financial industry initiatives, ecosystem completeness, and global fitness.","ai_generated":true,"unit":"iisd-003342#insight-6","date_modified":"2026-10-23"},{"text":"In India, a combination of government priority sector lending requirements (requiring banks to direct 40 per cent of loans to priority sectors) and pioneering firms like Aavishkaar, IntelleGrow, and I3N has helped build a domestic impact ecosystem.","ai_generated":true,"unit":"iisd-003342#insight-7","date_modified":"2026-10-23"},{"text":"Institutional investors in the impact sector suffer from knowledge gaps regarding emerging market-specific risks and the actual business-model risks, which differ from traditional private equity models.","ai_generated":true,"unit":"iisd-003342#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate finance","renewable energy","green economy","sustainable development","microfinance"],"geography_discussed":["India","Tanzania","United States","United Kingdom","Abu Dhabi","Netherlands"],"frame_perspective":[],"analysis_type":["policy analysis","case study","framework development"]},{"id":"commgmu-000190","url":"https://climateinsightsdirectory.org/document/commgmu-000190","title":"june-2013-nudging-toward-a-healthy-natural-environment-how-behavioral-change-research-can-inform-conservation-11baa7ff683cafc7.pdf","publisher":{"name":"Center for Climate Change Communication","organization":"center-for-climate-change-communication"},"document_type":"report","language":"en","date_published":"2013-06-10","source_url":"https://climatecommunication.gmu.edu/wp-content/uploads/2023/06/June-2013-Nudging-Toward-a-Healthy-Natural-Environment-How-Behavioral-Change-Research-Can-Inform-Conservation.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that traditional conservation policies relying on regulation and financial incentives are often insufficient because they ignore the psychological and social drivers of human behavior. It proposes a 'soft policy' approach using 'nudges'—small changes in the decision-making context—to encourage voluntary pro-environmental actions. The authors identify five primary 'areas of influence' for behavior change: attitudes, personal agency, emotions, social norms, and the environmental/decision context. To improve conservation outcomes, the report recommends that practitioners explicitly use social science evidence, track social indicators alongside ecological ones, and employ experimental or quasi-experimental designs to identify causal relationships between interventions and behavioral changes.","ai_generated":true,"unit":"commgmu-000190#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Traditional conservation tools like regulations and financial incentives often fail because they assume humans are primarily motivated by self-interest and material rewards, ignoring pro-social motivations such as fairness, trust, and identity.","ai_generated":true,"unit":"commgmu-000190#insight-1","date_modified":"2026-10-23"},{"text":"The report identifies five 'areas of influence' that can be leveraged to promote pro-environmental behavior: attitudes, personal agency, emotions, social norms, and the environmental or decision context.","ai_generated":true,"unit":"commgmu-000190#insight-2","date_modified":"2026-10-23"},{"text":"Positive attitudes are necessary but often insufficient for behavior change; a 'gap' frequently exists between pro-environmental knowledge/attitudes and actual action due to barriers like social norms or lack of personal agency.","ai_generated":true,"unit":"commgmu-000190#insight-3","date_modified":"2026-10-23"},{"text":"Personal agency, or self-efficacy, is a critical driver of action, particularly when individuals perceive impediments to a behavior; it can be strengthened through feedback and by observing similar peers model the behavior.","ai_generated":true,"unit":"commgmu-000190#insight-4","date_modified":"2026-10-23"},{"text":"Emotional responses, specifically 'affect,' often override cognitive evaluations in decision-making. While 'cute' animals can inspire conservation value, 'fear appeals' regarding threats like climate change can backfire if individuals do not believe they have the means to protect themselves.","ai_generated":true,"unit":"commgmu-000190#insight-5","date_modified":"2026-10-23"},{"text":"Social norms can be powerful motivators, but communicating descriptive norms (what others are doing) without injunctive norms (what is considered appropriate) can lead to a 'boomerang effect' where low-impact users increase their consumption to match the average.","ai_generated":true,"unit":"commgmu-000190#insight-6","date_modified":"2026-10-23"},{"text":"Choice architecture, such as setting 'green' options as the default, can significantly influence behavior because people exhibit a bias toward the status quo.","ai_generated":true,"unit":"commgmu-000190#insight-7","date_modified":"2026-10-23"},{"text":"The report recommends a programmatic approach to behavioral change involving four stages: research for optimal design, pilot testing, implementation, and evaluation to create a feedback loop for adaptive management.","ai_generated":true,"unit":"commgmu-000190#insight-8","date_modified":"2026-10-23"},{"text":"To advance the field, the authors suggest developing searchable databases of behavioral interventions and using 'consensus conferences' to standardize terminology and identify research priorities across academic and practitioner communities.","ai_generated":true,"unit":"commgmu-000190#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change","biodiversity conservation","natural resource management","environmental policy"],"geography_discussed":["Pakistan","Trinidad","People's Republic of China","Belize","Bangladesh","United States","United Kingdom","Mexico","Tanzania"],"frame_perspective":[],"analysis_type":["literature review","policy recommendations","framework development"]}]}