{"query_echo":{"q":"","filters":{"analysis_type":["typology development"]},"warnings":[]},"total":{"value":14,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=typology+development","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":"ipie-000019","url":"https://climateinsightsdirectory.org/document/ipie-000019","title":"Resilience and Vulnerability to Misinformation and Disinformation in Political Information Environments: A Comparative Review of Ten Indexes","publisher":{"name":"International Panel on the Information Environment","organization":"international-panel-on-the-information-environment"},"document_type":"research paper","language":"en","date_published":"2026","source_url":"https://www.ipie.info/research/tp2026-1-misinformation-disinformation-resilience-index-review","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates ten distinct indexes designed to diagnose the resilience or vulnerability of political information environments to mis- and disinformation. It develops a typology of these tools—categorizing them as advertising-oriented, policy-driven, academically oriented, or public outreach—and analyzes their conceptual foundations, data collection methods, and scoring architectures. The review finds that most indexes rely on proxy indicators (such as institutional trust or media freedom) rather than direct measurement of false content. Comparative case studies reveal that while some indexes converge on structural constants in advanced democracies, others diverge sharply due to different operational definitions of 'resilience,' such as distinguishing between reactive mobilization and long-term structural capacity. The document concludes that current measurement is fragmented and recommends a more unified architecture that integrates structural, behavioral, and platform-specific dynamics.","ai_generated":true,"unit":"ipie-000019#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Indexes of mis- and disinformation rarely measure the actual volume of false content; instead, they operationalize risk through proxy indicators that capture the structural, perceptual, or psychological conditions that make a society susceptible or resilient.","ai_generated":true,"unit":"ipie-000019#insight-1","date_modified":"2026-10-23"},{"text":"The reviewed indexes can be classified into four distinct groups based on their funding, target audience, and purpose: Advertising- and Funding-Oriented (e.g., GDI), Policy-Driven/Security-Oriented (e.g., GVI, GPI), Academically Oriented (e.g., ROD, EV), and Public Outreach (e.g., MLI, MVI).","ai_generated":true,"unit":"ipie-000019#insight-2","date_modified":"2026-10-23"},{"text":"Vulnerability is conceptualized as the susceptibility of a political information environment to harmful information, driven by political and societal weaknesses, media-system fragility, and external pressures like foreign malign influence.","ai_generated":true,"unit":"ipie-000019#insight-3","date_modified":"2026-10-23"},{"text":"Resilience is defined as the capacity of an information environment to absorb, adapt to, and recover from manipulative forces, depending on societal trust, institutional/legal strength, and the health of the media ecosystem.","ai_generated":true,"unit":"ipie-000019#insight-4","date_modified":"2026-10-23"},{"text":"There is a significant geographic bias in current indexing, with strong representation of Europe and North America but persistent gaps in the Global South, Central and South America, and East and Southeast Asia due to data scarcity and institutional priorities.","ai_generated":true,"unit":"ipie-000019#insight-5","date_modified":"2026-10-23"},{"text":"Comparative analysis shows that indexes using the same label, such as 'resilience,' can produce contradictory results because they measure different things; for example, the DRI captures reactive mobilization while the FIMI index captures long-term structural capacity.","ai_generated":true,"unit":"ipie-000019#insight-6","date_modified":"2026-10-23"},{"text":"Most existing indexes fail to integrate the role of large online platforms, ignoring the impact of algorithms, recommendation ecosystems, and platform-specific governance on the amplification of disinformation.","ai_generated":true,"unit":"ipie-000019#insight-7","date_modified":"2026-10-23"},{"text":"Methodological transparency is inconsistent across the ten indexes, with frequent gaps in documentation regarding indicator weighting, aggregation choices, and the handling of missing data.","ai_generated":true,"unit":"ipie-000019#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation"],"geography_discussed":["Europe","North America","West Africa","Western Balkans","Finland","United States","Greece"],"frame_perspective":[],"analysis_type":["comparative review","meta-analysis","typology development"]},{"id":"sei-000511","url":"https://climateinsightsdirectory.org/document/sei-000511","title":"Networking strategies: motif approach","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2025-04-04","source_url":"https://www.sei.org/publications/networking-strategies-motif-approach/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research evaluates four network strategies for coordinating interdependent policy issues, finding that shared responsibilities, broadening expertise, and issue alignment are more effective than utilizing a network manager.","ai_generated":true,"unit":"sei-000511#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Coordination of interdependent policy issues is improved by three specific network strategies: the sharing of responsibilities, efforts to expand expertise, and the alignment of issues when searching for collaborators.","ai_generated":true,"unit":"sei-000511#insight-1","date_modified":"2026-10-23"},{"text":"The use of a network manager is found to be less effective in facilitating the coordination of interdependent policy issues compared to other strategies.","ai_generated":true,"unit":"sei-000511#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate change","environmental degradation","water-management"],"geography_discussed":["Sweden"],"frame_perspective":[],"analysis_type":["simulation modeling","typology development"]},{"id":"sei-000123","url":"https://climateinsightsdirectory.org/document/sei-000123","title":"Autonomous and Planned Adaptations","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2025-02-26","source_url":"https://www.sei.org/publications/autonomous-and-planned-adaptations/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The research argues that climate adaptation should be viewed as a continuum rather than a dichotomy between planned and autonomous responses. By analyzing a global database of 1,682 peer-reviewed articles, the study introduces \"mixed adaptation\" as a category for responses exhibiting characteristics of both types. The analysis found that over one-third of the studied adaptation responses fall into this mixed category, leading to the development of a qualitative typology featuring nine interaction patterns between autonomous and planned adaptation.","ai_generated":true,"unit":"sei-000123#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The study proposes a new category called \"mixed adaptation\" to describe climate responses that combine characteristics of both autonomous (organic and self-organized) and planned (formal and structured) adaptation, suggesting that adaptation exists on a continuum.","ai_generated":true,"unit":"sei-000123#insight-1","date_modified":"2026-10-23"},{"text":"Analysis of a global database containing 1,682 peer-reviewed articles indicates that more than one-third of the documented adaptation responses are categorized as mixed adaptation across various global regions and sectors.","ai_generated":true,"unit":"sei-000123#insight-2","date_modified":"2026-10-23"},{"text":"The research developed a qualitative typology that identifies nine distinct interaction patterns between autonomous and planned adaptation, which can be either positive or negative.","ai_generated":true,"unit":"sei-000123#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["systematic review","typology development"]},{"id":"prio-001294","url":"https://climateinsightsdirectory.org/document/prio-001294","title":"Comparative experiences of third-country cooperation","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2022-10","source_url":"https://cdn.cloud.prio.org/files/3b0bc471-f760-42e5-a3fe-9369a858cfcf/Comparative experiences of third-country cooperation.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The paper analyzes how the EU uses conditionalities and compensations to manage migration through partnerships with third countries. It introduces a typology of these partnerships—carrot and stick, work around, pick and choose, façade, and reversed—and finds that power asymmetries often lead to a focus on irregular migration and return over the legal mobility channels desired by partner countries.","ai_generated":true,"unit":"prio-001294#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The EU's external approach to migration has shifted from the holistic partnership ambitions of the 1999 Tampere Conclusions toward a narrower focus on irregular migration and return, increasingly utilizing informal political instruments and the 'conditionality–compensation nexus'.","ai_generated":true,"unit":"prio-001294#insight-1","date_modified":"2026-10-23"},{"text":"The authors define the conditionality–compensation nexus from the EU perspective as a system where the EU requires a third country to accomplish specific tasks (conditions) to receive rewards (compensation), categorized as positive ('more for more') or negative ('less for less').","ai_generated":true,"unit":"prio-001294#insight-2","date_modified":"2026-10-23"},{"text":"Compensations provided by the EU are categorized into three non-exclusive types: political (e.g., increased association or recognition), legal (e.g., visa liberalisation or membership), and financial (e.g., development aid or EUTF funding).","ai_generated":true,"unit":"prio-001294#insight-3","date_modified":"2026-10-23"},{"text":"Power asymmetries allow the EU to impose terms on weaker states, often through 'soft law' or non-binding agreements (like the Joint Way Forward with Afghanistan) to bypass democratic oversight and accelerate readmission processes.","ai_generated":true,"unit":"prio-001294#insight-4","date_modified":"2026-10-23"},{"text":"Partner countries with high dependence on Official Development Assistance (ODA) relative to GNI, such as Afghanistan and Somalia, are more susceptible to EU financial conditionalities.","ai_generated":true,"unit":"prio-001294#insight-5","date_modified":"2026-10-23"},{"text":"Countries with significant remittance inflows or alternative economic partners (e.g., China in Nigeria) possess stronger bargaining power and are more likely to resist EU demands for legally binding readmission agreements.","ai_generated":true,"unit":"prio-001294#insight-6","date_modified":"2026-10-23"},{"text":"The paper identifies five distinct partnership 'approaches': 'carrot and stick' (financial conditioning), 'work around' (bilateral deals with Member States), 'pick and choose' (informal cooperation without formal agreements), 'façade' (symbolic agreements with poor implementation), and 'reversed' (partner country sets conditions).","ai_generated":true,"unit":"prio-001294#insight-7","date_modified":"2026-10-23"},{"text":"A consistent source of policy incoherence reported by partner countries is the EU's failure to provide meaningful legal migration pathways, which are often the primary interest of the third countries.","ai_generated":true,"unit":"prio-001294#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Afghanistan","Cape Verde","Libya"],"frame_perspective":[],"analysis_type":["comparative analysis","policy review","typology development"]},{"id":"wri-000340","url":"https://climateinsightsdirectory.org/document/wri-000340","title":"G20 Economies Have Tools for Green Recovery — They Just Aren’t Using Them Yet","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"briefing","language":"en","date_published":"2021-11-11","source_url":"https://www.wri.org/insights/g20-economies-green-recovery-covid-19","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The World Resources Institute (WRI) argues that G20 nations have failed to make their COVID-19 recovery spending environmentally sustainable, investing $262 billion in fossil fuels compared to $67 billion in clean energy. To address this, WRI introduces a typology of five policy levers—monetary policy, financial and real-economy policies and regulations, fiscal policy and budget support, public finance, and information instruments—to guide governments toward Paris-aligned investments. Analysis of recovery packages between March 1, 2020, and January 31, 2021, reveals a preference for 'business-as-usual' interventions and a critical lack of investment in climate adaptation and resilience.","ai_generated":true,"unit":"wri-000340#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"G20 countries' COVID-19 recovery responses heavily favored carbon-intensive investments over clean energy, with $262 billion allocated to fossil fuels and only $67 billion to clean energy.","ai_generated":true,"unit":"wri-000340#insight-1","date_modified":"2026-10-23"},{"text":"WRI identifies five primary policy levers available to governments for setting climate policy and aligning finance flows with the Paris Agreement: monetary policy, financial and real-economy policies and regulations, fiscal policy and budget support, public finance, and information instruments.","ai_generated":true,"unit":"wri-000340#insight-2","date_modified":"2026-10-23"},{"text":"An analysis of G20 recovery packages from March 1, 2020, to January 31, 2021, shows that countries used only a small subset of available Paris-aligned tools and preferred short-term, 'business-as-usual' interventions, such as liquidity support for carbon-intensive industries without climate conditions.","ai_generated":true,"unit":"wri-000340#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant gap in climate adaptation and resilience within G20 recovery spending; only four countries explicitly included these elements in their packages, primarily focusing on the water, agriculture, and disaster risk management sectors.","ai_generated":true,"unit":"wri-000340#insight-4","date_modified":"2026-10-23"}],"climate_tags":["Paris Agreement","climate finance","fossil fuel subsidy","renewable energy","climate change adaptation","fiscal policy","sustainable procurement","carbon price"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy analysis","typology development"]},{"id":"prio-001541","url":"https://climateinsightsdirectory.org/document/prio-001541","title":"Negotiating Disarmament","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2021","source_url":"https://cdn.cloud.prio.org/files/6ae17a66-be73-4137-a406-b56fcf96fc1b/Marsh%20and%20Palik%20-%20Negotiating%20Disarmament%20Lessons%20learnt%20from%20Colombia%20Nepal%20the%20Philippines%20South%20Sudan%20Sri%20Lanka%20PRIO%20Paper%202021.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report argues that disarmament is often an elite bargain where symbolic gestures are more critical for peace than the technical collection of all weapons. It highlights that exclusionary processes often marginalize women and other armed groups, and that external actors can either facilitate peace or hinder it by imposing generic templates that ignore local contexts.","ai_generated":true,"unit":"prio-001541#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Disarmament is frequently negotiated as a symbolic rather than a technical process, where the message of renouncing violence is more important than the actual number of weapons collected.","ai_generated":true,"unit":"prio-001541#insight-1","date_modified":"2026-10-23"},{"text":"Peace agreements often result from elite bargains that allow non-state actors to retain some or all of their weapons to maintain control over local populations.","ai_generated":true,"unit":"prio-001541#insight-2","date_modified":"2026-10-23"},{"text":"Women and women's organizations are routinely excluded from disarmament negotiations due to the masculinized nature of talks on weapons and the desire of conflict parties to limit the number of participants.","ai_generated":true,"unit":"prio-001541#insight-3","date_modified":"2026-10-23"},{"text":"Governments may reject international assistance or UN peacekeeping forces for disarmament to avoid the negative symbolism of appearing as a failed state or breaching sovereignty.","ai_generated":true,"unit":"prio-001541#insight-4","date_modified":"2026-10-23"},{"text":"External actors can hinder peace processes by pushing 'standard language' or generic DDR templates that lack local 'buy in' and fail to account for specific regional conditions, as seen in South Sudan.","ai_generated":true,"unit":"prio-001541#insight-5","date_modified":"2026-10-23"},{"text":"The terminology used to describe disarmament is highly sensitive; terms like 'disarmament' are often rejected in favor of phrases like 'normalization' or 'abandonment of arms' to avoid the connotation of surrender.","ai_generated":true,"unit":"prio-001541#insight-6","date_modified":"2026-10-23"},{"text":"In some cases, disarmament provisions are used by dominant parties to coercively disarm other smaller armed groups to consolidate their own territorial and political control.","ai_generated":true,"unit":"prio-001541#insight-7","date_modified":"2026-10-23"},{"text":"Inclusive processes that involve a broader coalition of conflict-affected parties, including women and civil society, tend to lead to more sustainable peace agreements.","ai_generated":true,"unit":"prio-001541#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Sudan","Mindanao"],"frame_perspective":[],"analysis_type":["comparative case study","typology development"]},{"id":"pari-000208","url":"https://climateinsightsdirectory.org/document/pari-000208","title":"Rents and Repurposing in Two South African Cities","publisher":{"name":"Public Affairs Research Institute","organization":"public-affairs-research-institute"},"document_type":"research paper","language":"en","date_published":"2019-09","source_url":"https://pari.org.za/wp-content/uploads/2019/09/20190918_CrispianOlver_WorkingPaper_RentsAndRepurposing.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research examines the systemic nature of corruption and rent-seeking in South African metropolitan municipalities. It contrasts two distinct governance models: Cape Town's 'growth machine,' which leverages land rights and property development for established interests, and Nelson Mandela Bay's 'clientelist' regime, which relies on procurement and personnel rents to sustain patronage networks. The author argues that while growth machines may produce better overall development outcomes, neither model effectively serves the urban poor.","ai_generated":true,"unit":"pari-000208#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The author identifies a 'growth machine' model in Cape Town, characterized by a hierarchical administration and strong vertical accountability, where power is centralized in the Mayor's office to facilitate land rights allocation to established property interests.","ai_generated":true,"unit":"pari-000208#insight-1","date_modified":"2026-10-23"},{"text":"In contrast to Cape Town, Nelson Mandela Bay is described as a 'clientelist' regime where an atomized organization is replaced by informal networks that distribute procurement and personnel rents to sustain a decentralized patronage-based model.","ai_generated":true,"unit":"pari-000208#insight-2","date_modified":"2026-10-23"},{"text":"Municipal rents are generated through various mechanisms, including land use zoning, building plan approvals, procurement contracts, staff appointments, and reductions in service charges or property valuations.","ai_generated":true,"unit":"pari-000208#insight-3","date_modified":"2026-10-23"},{"text":"Regulatory decisions regarding land enablement are particularly potent sources of rent because they increase property values without transferring municipal funds, making them harder for auditors to track.","ai_generated":true,"unit":"pari-000208#insight-4","date_modified":"2026-10-23"},{"text":"Despite the differences in governance structures, both the growth-machine and clientelist regimes fail to specifically benefit the urban poor, often marginalizing them institutionally or pushing them to the urban periphery.","ai_generated":true,"unit":"pari-000208#insight-5","date_modified":"2026-10-23"},{"text":"The paper notes a broader decay of institutional controls in South African local government, citing that approximately two-thirds of municipalities have material findings regarding unfair or uncompetitive supply chain management processes.","ai_generated":true,"unit":"pari-000208#insight-6","date_modified":"2026-10-23"}],"climate_tags":["government procurement","urban planning","public finance"],"geography_discussed":["Gauteng","North West","Limpopo"],"frame_perspective":[],"analysis_type":["case study","comparative analysis","typology development"]},{"id":"sei-000729","url":"https://climateinsightsdirectory.org/document/sei-000729","title":"Cross-border climate impacts: implications for the European Union","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2019-01-14","source_url":"https://www.sei.org/publications/cross-border-climate-impacts-implications-european-union/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper identifies that the EU's global connectivity via people, capital, and goods exposes it to climate risks originating outside its borders. It finds that many EU countries exceed global averages in exposure related to trade openness, globalization, asylum, and transboundary water dependency. To address these risks, the authors introduce a typology of cross-border impacts and highlight the need for improved supply chain modelling and the application of existing cohesion and external action mechanisms to build resilience.","ai_generated":true,"unit":"sei-000729#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Many EU countries exhibit higher exposure to climate-related risks than the global average, specifically regarding globalization, trade openness, openness to asylum, and transboundary water dependency.","ai_generated":true,"unit":"sei-000729#insight-1","date_modified":"2026-10-23"},{"text":"The EU faces specific challenges in adapting to cross-border climate impacts, including the need to utilize external action and cohesion mechanisms for resilience, monitor member states for internal cross-border risks, and integrate economic and supply chain modelling into adaptation research.","ai_generated":true,"unit":"sei-000729#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate risk"],"geography_discussed":["World"],"frame_perspective":[],"analysis_type":["risk assessment","typology development"]},{"id":"sei-000852","url":"https://climateinsightsdirectory.org/document/sei-000852","title":"Limits to International Transfers","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2018-11-08","source_url":"https://www.sei.org/publications/limits-to-international-transfers/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The paper examines the risk of \"hot air\" in international carbon markets under the Paris Agreement, where countries with targets higher than their projected emissions could transfer excess credits, potentially increasing global emissions. It proposes a typology of limits to prevent these transfers, testing them across 15 countries, and concludes that while such limits can prevent most hot air transfers, they involve policy trade-offs. The author recommends a cautious, portfolio-based approach to ensure environmental integrity.","ai_generated":true,"unit":"sei-000852#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"International carbon markets face environmental integrity risks when countries set mitigation targets that are higher than independent projections of their likely emissions, creating \"hot air\" that could increase aggregated emissions and discourage future ambition.","ai_generated":true,"unit":"sei-000852#insight-1","date_modified":"2026-10-23"},{"text":"Analysis of 15 countries suggests that appropriately designed limits on international transfers can prevent the majority of hot air in current targets from being transferred, although this necessitates balancing different policy objectives.","ai_generated":true,"unit":"sei-000852#insight-2","date_modified":"2026-10-23"},{"text":"Due to the risks of hot air transfers and uncertainty regarding other methods, the paper suggests countries adopt a cautious strategy using a portfolio of approaches, with limits serving as additional safeguards for environmental integrity.","ai_generated":true,"unit":"sei-000852#insight-3","date_modified":"2026-10-23"}],"climate_tags":["Paris Agreement","carbon credit"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy analysis","typology development"]},{"id":"sei-002701","url":"https://climateinsightsdirectory.org/document/sei-002701","title":"Supply-side climate policy: the road less taken","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2015-10","source_url":"https://www.sei.org/mediamanager/documents/Publications/Climate/SEI-WP-2015-13-Supply-side-climate-policy.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research paper argues that climate policy has historically over-emphasized demand-side measures, such as carbon pricing and energy efficiency, while neglecting the supply side of the fossil fuel economy. The authors identify three primary barriers to supply-side action: political opposition from powerful fossil fuel interests, territorial GHG accounting rules that under-credit supply-side reductions, and a common perception that restricting production merely causes 'leakage' to other regions. The paper proposes a typology of supply-side policies, including producer subsidy reform, conservation payments for leaving reserves undeveloped, and ring-fenced cap-and-trade systems for production rights. It suggests that integrating supply-side measures can widen the mitigation cost curve, reducing the cost of achieving emission targets and mitigating 'carbon lock-in' and 'stranded-asset' risks. The authors highlight the case of Norway, where a combined supply-demand strategy could potentially achieve global emission reductions at one-third the cost of a demand-only approach.","ai_generated":true,"unit":"sei-002701#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Traditional demand-side climate policies have failed to put fossil fuel use on a trajectory consistent with keeping global warming below 2°C.","ai_generated":true,"unit":"sei-002701#insight-1","date_modified":"2026-10-23"},{"text":"Three main factors explain the lack of focus on supply-side policies: the political attractiveness of demand-side solutions, territorial GHG accounting rules that undervalue supply-side measures, and perceptions that production restrictions lead to market leakage.","ai_generated":true,"unit":"sei-002701#insight-2","date_modified":"2026-10-23"},{"text":"Territorial emissions accounting, as established by the UNFCCC, creates a barrier to supply-side action because it attributes emission reductions to the consumer rather than the supplier, meaning a jurisdiction may claim less credit for supply-side actions than for demand-side ones.","ai_generated":true,"unit":"sei-002701#insight-3","date_modified":"2026-10-23"},{"text":"Supply-side policies can increase the scale of emission reductions available at a given marginal cost, effectively widening the mitigation cost curve.","ai_generated":true,"unit":"sei-002701#insight-4","date_modified":"2026-10-23"},{"text":"Supply-side measures can reduce 'carbon lock-in' by slowing investment in production and trade infrastructure, which lowers future mitigation costs and reduces the risk of stranded assets.","ai_generated":true,"unit":"sei-002701#insight-5","date_modified":"2026-10-23"},{"text":"The paper identifies several categories of supply-side policies: price-based economic instruments (e.g., resource production taxes), quantity-based instruments (e.g., cap-and-trade for production rights), regulatory approaches (e.g., prohibiting development of certain resources), government provision of funds (e.g., compensating owners to leave reserves undeveloped), and information/voluntary actions (e.g., divestment).","ai_generated":true,"unit":"sei-002701#insight-6","date_modified":"2026-10-23"},{"text":"The Yasuní-ITT Initiative in Ecuador attempted to use a conservation and compensation model to keep nearly a billion barrels of oil in the ground, but it failed because funding did not materialize and donors were concerned about market leakage and permanence.","ai_generated":true,"unit":"sei-002701#insight-7","date_modified":"2026-10-23"},{"text":"A proposed 'ring-fenced' cap-and-trade system could use rents from oil production to compensate the coal industry for closing mines, leveraging the fact that oil generates significantly higher rents per unit of energy than coal.","ai_generated":true,"unit":"sei-002701#insight-8","date_modified":"2026-10-23"},{"text":"Analysis of Norway suggests that a combined supply- and demand-side strategy could achieve the same global emission reductions as a domestic-only plan at only one-third of the cost.","ai_generated":true,"unit":"sei-002701#insight-9","date_modified":"2026-10-23"},{"text":"The risk of leakage depends on the relative price elasticity of supply and demand; where demand is more elastic than supply, leakage is greater for demand-side measures, and where supply is more elastic, leakage is greater for supply-side measures.","ai_generated":true,"unit":"sei-002701#insight-10","date_modified":"2026-10-23"}],"climate_tags":["Carbon lock-in","stranded asset","fossil fuel subsidy","emission trading","carbon leakage","fossil-fuel divestment"],"geography_discussed":["Norway","Ecuador","United States","Australia","Canada"],"frame_perspective":[],"analysis_type":["policy analysis","economic assessment","typology development"]},{"id":"sei-000957","url":"https://climateinsightsdirectory.org/document/sei-000957","title":"Technologies, Policies and Measures for GHG Abatement at the Urban Scale","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2013-07-31","source_url":"https://www.sei.org/publications/technologies-policies-and-measures-for-ghg-abatement-at-the-urban-scale/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document provides a framework for city governments to prioritize greenhouse gas (GHG) reduction actions. It develops a typology of urban-scale technologies and practices, identifies supporting policies, and evaluates their abatement potential for 2020 and 2050, with a particular focus on the transport and buildings sectors.","ai_generated":true,"unit":"sei-000957#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"City governments frequently set ambitious greenhouse gas (GHG) reduction targets but lack the necessary capability to prioritize specific actions based on their abatement potential or to create structured plans to achieve those targets.","ai_generated":true,"unit":"sei-000957#insight-1","date_modified":"2026-10-23"},{"text":"The paper provides a typology of urban-scale emission-reduction technologies and practices, along with supporting policies, to serve as a screening tool for local jurisdictions to identify high-potential abatement opportunities, particularly within the buildings and transport sectors.","ai_generated":true,"unit":"sei-000957#insight-2","date_modified":"2026-10-23"}],"climate_tags":["urban planning","climate change mitigation","transport industry"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["typology development","potential assessment"]},{"id":"iisd-002471","url":"https://climateinsightsdirectory.org/document/iisd-002471","title":"Harmonising Climate Risk Management","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"research paper","language":"en","date_published":"2011-07-29","source_url":"https://www.iisd.org/system/files/publications/5kg706918zvl.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines a sample of nine climate risk screening and assessment tools used by bilateral/multilateral donors and international NGOs. It categorizes adaptation tools into process guidance, data provision, and knowledge-sharing types, noting a dichotomy between top-down, impacts-driven donor approaches and bottom-up, vulnerability-driven NGO approaches. Key findings highlight a 'usage gap' where practitioners prefer synthesis documents over complex data tools, and a difficulty in moving from risk assessment to concrete adaptation action. The authors recommend continued training, better integration between data and process tools, and the development of a common risk management framework and terminology to reduce duplication and confusion in the development community.","ai_generated":true,"unit":"iisd-002471#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Adaptation tools are categorized into three functional types: Type 1 (Process guidance tools) which guide users through CRM steps; Type 2 (Data and information provision tools) which generate climate data; and Type 3 (Knowledge-sharing tools) for sharing experiences.","ai_generated":true,"unit":"iisd-002471#insight-1","date_modified":"2026-10-23"},{"text":"Climate risk screening processes are largely consistent across different agencies, focusing on geographic location, climate-related hazards, and impacts to determine if further assessment is required.","ai_generated":true,"unit":"iisd-002471#insight-2","date_modified":"2026-10-23"},{"text":"A 'usage gap' exists where users of process guidance tools (Type 1) rarely use data and information tools (Type 2) directly, preferring instead to rely on summary or synthesis documents.","ai_generated":true,"unit":"iisd-002471#insight-3","date_modified":"2026-10-23"},{"text":"Practitioners report a significant challenge in transitioning from the analysis of climate risks to the actual design and implementation of adaptation options.","ai_generated":true,"unit":"iisd-002471#insight-4","date_modified":"2026-10-23"},{"text":"Training and facilitation are critical for the successful application of these tools; without proper guidance, there is a risk that tool use could lead to maladaptation.","ai_generated":true,"unit":"iisd-002471#insight-5","date_modified":"2026-10-23"},{"text":"The development of these tools often serves as a catalyst for organizational change, raising awareness and shifting the mindsets of staff and partners regarding project design.","ai_generated":true,"unit":"iisd-002471#insight-6","date_modified":"2026-10-23"},{"text":"Harmonization is recommended through the creation of common terminology, a generic risk management framework, and a centralized, navigable clearinghouse for tools to reduce practitioner confusion.","ai_generated":true,"unit":"iisd-002471#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate risk management","climate change adaptation","mainstreaming","Climate risk assessment","vulnerability assessment","maladaptation","Community based adaptation"],"geography_discussed":["Cuba","Vietnam","Mali","Peru","Nepal","Zambia","Ethiopia","Bangladesh"],"frame_perspective":[],"analysis_type":["comparative analysis","qualitative research","typology development"]},{"id":"prio-001520","url":"https://climateinsightsdirectory.org/document/prio-001520","title":"Defensoras de derechos humanos","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"report","language":"es","date_published":null,"source_url":"https://cdn.cloud.prio.org/files/9bc2e7ad-5e52-4655-9bbc-1c82eb7e530d/Lemaitre et al 2014 Defensoras de Derchos Humanos JUSTICIA GLOBAL 9.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the relationship between human rights NGOs and the law in Colombia, specifically regarding forced displacement between 2002 and 2012. It proposes a typology of legal mobilization: 'appropriation' (strategic use of legal resources), 'adaptation' (weaving existing goals into new legal frameworks), and 'resistance' (proposing alternative frameworks outside dominant legal norms). Through three case studies, it details how Colemad fought 'legal dispossession' of land in the Atlantic coast, how the CNMI integrated indigenous cosmovisions and 'spiritual violence' into national legislation, and how COCA shifted from standard workshops to ancestral healing practices in Putumayo to address the psychological trauma of war. The text also highlights systemic challenges for these organizations, including precarious international funding, the 'privatization of social work,' and persistent insecurity from armed actors.","ai_generated":true,"unit":"prio-001520#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The authors identify three 'ideal types' of how NGOs relate to legal frameworks: appropriation, where legal opportunities are used strategically; adaptation, where NGOs weave their own goals into dominant frameworks to grow; and resistance, where NGOs propose non-dominant frameworks and often marginalize themselves from official resources.","ai_generated":true,"unit":"prio-001520#insight-1","date_modified":"2026-10-23"},{"text":"Colectivo Mujeres al Derecho (Colemad) focused on 'legal dispossession' (despojo legal) in the Atlantic coast, where the 1994 Agrarian Reform Law (Ley 160) was manipulated by officials and armed actors to force peasants into unpayable debts, allowing land to be auctioned off to private investors.","ai_generated":true,"unit":"prio-001520#insight-2","date_modified":"2026-10-23"},{"text":"Colemad successfully influenced the Victims and Land Restitution Law (Ley 1448 de 2011) by lobbying the women's caucus in Congress to include an article that condones agrarian debts for victims of the armed conflict.","ai_generated":true,"unit":"prio-001520#insight-3","date_modified":"2026-10-23"},{"text":"The Consejo Nacional de Mujeres Indígenas (CNMI) worked to integrate indigenous cosmovisions into law, successfully introducing the concept of 'spiritual violence' into Decree Law 4633 of 2011, which recognizes damage to sacred symbols as a means of cultural genocide.","ai_generated":true,"unit":"prio-001520#insight-4","date_modified":"2026-10-23"},{"text":"Corporación Casa Amazonía (COCA) critiqued the 'standard' NGO workshop model as insensitive and ineffective for traumatized populations in Putumayo, shifting instead toward 'healing workshops' that use ancestral medicine, yagé, and rituals to treat the psychological wounds of war.","ai_generated":true,"unit":"prio-001520#insight-5","date_modified":"2026-10-23"},{"text":"NGOs in Colombia often experience a 'privatization of social work,' where they fill gaps in state services (health, legal aid, education) using erratic international funding that frequently fails to provide labor security or pensions for the workers.","ai_generated":true,"unit":"prio-001520#insight-6","date_modified":"2026-10-23"},{"text":"Human rights defenders in Colombia face pervasive insecurity from multiple sources, including state security forces who suspect their political identities, illegal armed groups (paramilitaries and guerrillas) who view NGOs as threats to their social control, and interpersonal threats used to settle local disputes.","ai_generated":true,"unit":"prio-001520#insight-7","date_modified":"2026-10-23"}],"climate_tags":["human rights","indigenous rights"],"geography_discussed":["Barranquilla","Putumayo Department","Mocoa","Atlántico Department","Magdalena"],"frame_perspective":[],"analysis_type":["case study","qualitative research","typology development"]},{"id":"wri-000676","url":"https://climateinsightsdirectory.org/document/wri-000676","title":"Accelerating Paris-Aligned Financial Flows: A Typology for Facilitating a Paris-Aligned COVID-19 Recovery","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://www.wri.org/research/accelerating-paris-aligned-financial-flows-typology-facilitating-paris-aligned-covid-19","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document evaluates the COVID-19 recovery packages of G20 nations, finding a prevalence of business-as-usual (BAU) investments that risk undermining Paris Agreement goals. It argues that the lack of pre-existing Paris-compatible project planning hindered green recovery efforts and suggests a multifaceted approach using monetary, fiscal, and regulatory levers to align financial flows with climate commitments.","ai_generated":true,"unit":"wri-000676#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between March 1, 2020, and January 31, 2021, G20 members primarily utilized business-as-usual (BAU) policies and investments, which support carbon-intensive activities and increase the long-term cost of climate action by locking in high-carbon technologies.","ai_generated":true,"unit":"wri-000676#insight-1","date_modified":"2026-10-23"},{"text":"G20 recovery efforts have focused on a limited set of policy levers, specifically fiscal policy and budget support and financial/real-economy regulations, primarily targeting the energy, transport, and building sectors while neglecting agriculture, industry, nature, water, waste management, and disaster risk reduction.","ai_generated":true,"unit":"wri-000676#insight-2","date_modified":"2026-10-23"},{"text":"The ability of countries to implement Paris-compatible interventions during the pandemic depended on whether they had already integrated climate compatibility into their project planning and possessed \"shovel-ready\" projects before the crisis.","ai_generated":true,"unit":"wri-000676#insight-3","date_modified":"2026-10-23"},{"text":"Multilateral development banks (MDBs) and bilateral agencies focused their portfolios on immediate health crisis needs and liquidity for small and medium enterprises (SMEs), though multilateral climate funds showed more support for nature and adaptation activities.","ai_generated":true,"unit":"wri-000676#insight-4","date_modified":"2026-10-23"}],"climate_tags":["Paris Agreement","climate finance","green recovery","fiscal policy","climate risk","climate change adaptation","transport industry","multilateral development bank"],"geography_discussed":["World"],"frame_perspective":[],"analysis_type":["policy assessment","typology development"]}]}