{"query_echo":{"q":"","filters":{"analysis_type":["content analysis"]},"warnings":[]},"total":{"value":40,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=content+analysis&page=1","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=content+analysis&page=2","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":"ucs-000278","url":"https://climateinsightsdirectory.org/document/ucs-000278","title":"Attacks on Science Tracker","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"research paper","language":"en","date_published":"2026-09","source_url":"https://www.ucs.org/sites/default/files/2026-10/Attacks-on-Science-Tracker-2-1-methodology.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The Union of Concerned Scientists (UCS) developed an evolved methodology to track 'attacks on science'—defined as political interference in federal science—starting in January 2025. The system combines automated R scripts for RSS feed collection and keyword filtering with human content analysis to categorize attacks by type, topic, and stage of completion. The methodology aims to systematically capture a comprehensive breadth of attacks in perpetuity, including those that are only threatened, to document their chilling effects on the federal scientific enterprise.","ai_generated":true,"unit":"ucs-000278#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Union of Concerned Scientists (UCS) defines 'attacks on science' as actions, statements, or decisions from elected officials or political appointees in federal agencies that lead to the censoring, manipulation, forging, or misinforming of scientific data, results, or conclusions produced by the government or with federal funds.","ai_generated":true,"unit":"ucs-000278#insight-1","date_modified":"2026-10-23"},{"text":"The tracking methodology employs a two-stage automated filtering process using R scripts to identify potential attacks in news articles. The first filter screens RSS feed titles and descriptions for government/science terms, topic terms, and negative verbs; the second filter applies these same criteria to the article's full text.","ai_generated":true,"unit":"ucs-000278#insight-2","date_modified":"2026-10-23"},{"text":"UCS categorizes attacks on science into three primary areas: attacks on federal processes, attacks on scientific research, and attacks on scientists.","ai_generated":true,"unit":"ucs-000278#insight-3","date_modified":"2026-10-23"},{"text":"The methodology distinguishes between 'threatened' and 'completed' attacks to capture both the tangible impacts of executed attacks and the 'chilling effect' of rumored or planned interference.","ai_generated":true,"unit":"ucs-000278#insight-4","date_modified":"2026-10-23"},{"text":"The system tracks attacks across seven specific policy topics: climate science, elections and voting, energy, environment, equity, health & safety, and a general 'any' category.","ai_generated":true,"unit":"ucs-000278#insight-5","date_modified":"2026-10-23"},{"text":"To ensure data reliability, UCS used Gwet’s AC1 to measure intercoder reliability during training, requiring a threshold of ≥ .70 for most variables before independent coding began.","ai_generated":true,"unit":"ucs-000278#insight-6","date_modified":"2026-10-23"},{"text":"The methodology identifies potential scientific integrity (SI) violations by automatically classifying certain attack types based on the text of the Scientific Integrity Act introduced during the 119th Congress.","ai_generated":true,"unit":"ucs-000278#insight-7","date_modified":"2026-10-23"},{"text":"The data collection process is limited by its reliance on news coverage, which may not capture all attacks, and the potential for 'coder drift,' which UCS intends to mitigate through quarterly reliability recalculations.","ai_generated":true,"unit":"ucs-000278#insight-8","date_modified":"2026-10-23"}],"climate_tags":["obsidian","climate change adaptation","climate change mitigation","climate resilience","renewable energy","fossil fuel","environmental policy"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["methodology","content analysis"]},{"id":"cliout-000047","url":"https://climateinsightsdirectory.org/document/cliout-000047","title":"Analysis: Climate and the Local and Devolved Elections 2026","publisher":{"name":"Climate Outreach","organization":"climate-outreach"},"document_type":"research paper","language":"en","date_published":"2026-06-09","source_url":"https://climateoutreach.org/analysis-climate-local-devolved-elections-2026/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"An analysis of 76 election leaflets and several party manifestos from the 2026 local and devolved elections in the UK reveals that explicit mentions of 'climate' were very low, particularly in local leaflets. While manifestos from parties like the SNP and Scottish Greens used climate terminology more frequently, most political communication shifted toward 'climate-adjacent' issues. These include energy affordability, fairness framings regarding the energy transition, and hyper-local concerns such as flooding, transport, and the preservation of green spaces. The report notes a breakdown in cross-party consensus on net zero, evidenced by its absence in the Welsh Conservatives' manifesto and anti-renewable messaging from Reform UK.","ai_generated":true,"unit":"cliout-000047#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Explicit climate-related terminology was nearly absent in local election leaflets, with only 18 mentions of words like 'climate', 'carbon', and 'planet' across 25,000 words. Terms such as 'net zero', 'emissions', 'greenhouse', 'global warming', or 'decarbonise' did not appear in the 76 leaflets analysed.","ai_generated":true,"unit":"cliout-000047#insight-1","date_modified":"2026-10-23"},{"text":"Climate framing was more prominent in devolved manifestos, particularly in Scotland. The SNP's manifesto mentioned 'climate' and 'net zero' over 30 times, while the Scottish Green Party used these terms more than 60 times, linking them to renewable energy, green jobs, and active travel.","ai_generated":true,"unit":"cliout-000047#insight-2","date_modified":"2026-10-23"},{"text":"Political parties frequently used 'fairness framings' and energy affordability to communicate climate issues. The SNP's manifesto used terms related to bills and cost of living over 100 times, arguing that renewable energy would lower costs and provide regional benefits.","ai_generated":true,"unit":"cliout-000047#insight-3","date_modified":"2026-10-23"},{"text":"Climate-related discourse shifted toward hyper-local issues, specifically transport (buses, cycling, and roads) and local environmental risks. In Suffolk, the Green Party highlighted flood resilience and adaptation plans for flooding in the Broads.","ai_generated":true,"unit":"cliout-000047#insight-4","date_modified":"2026-10-23"},{"text":"There is evidence of a declining cross-party consensus on net zero. The Welsh Conservatives' manifesto contained no mentions of 'net zero', and Reform UK campaigned against renewables, specifically opposing a Sea Link converter station in Saxmundham.","ai_generated":true,"unit":"cliout-000047#insight-5","date_modified":"2026-10-23"}],"climate_tags":["Net-zero emissions","energy transition","renewable energy","climate change adaptation","flood","active mobility","green job","energy access","carbon dioxide emissions"],"geography_discussed":["Scotland","Wales","England","East Aberdeenshire","Afan Ogwr Rhondda","Milton Keynes","Suffolk","London Borough of Lewisham","Saxmundham"],"frame_perspective":[],"analysis_type":["content analysis","political communication analysis"]},{"id":"sei-002514","url":"https://climateinsightsdirectory.org/document/sei-002514","title":"The politics of coherence","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2026-05","source_url":"https://www.sei.org/wp-content/uploads/2026/05/sei-brief-may-2026-dzebo-politics-coherence.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The briefing argues that while climate and sustainable development goals are theoretically synergistic, actual policy coherence is hindered by political inequality, vested interests, and the prioritization of economic growth. Through analysis of nine countries and global NDC data, the research demonstrates that coherence is not a neutral technocratic exercise but a political process with significant distributional consequences, often burdening vulnerable groups when political will for equity is absent.","ai_generated":true,"unit":"sei-002514#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Policy objectives are generally synergistic, but incoherence persists because it is driven by political factors—such as vested interests and power asymmetries—rather than simple institutional design flaws.","ai_generated":true,"unit":"sei-002514#insight-1","date_modified":"2026-10-23"},{"text":"The drivers of policy incoherence differ by national income level: high-income countries face predominantly political drivers at the agenda-setting stage, while lower-resource settings are primarily hindered by institutional weaknesses during implementation.","ai_generated":true,"unit":"sei-002514#insight-2","date_modified":"2026-10-23"},{"text":"Policy coherence is not inherently beneficial; it can entrench injustice if driven by dominant interests, as seen in Colombia's militarized anti-deforestation efforts.","ai_generated":true,"unit":"sei-002514#insight-3","date_modified":"2026-10-23"},{"text":"Empirical data shows that coherence is six times more likely to be associated with benefits than burdens, while incoherence is nine times more likely to produce burdens, which are disproportionately borne by vulnerable groups.","ai_generated":true,"unit":"sei-002514#insight-4","date_modified":"2026-10-23"},{"text":"Analysis of 164 Nationally Determined Contributions (NDCs) reveals they act as partial sustainable development strategies, though they show marginal engagement with SDG 10 (reduced inequality).","ai_generated":true,"unit":"sei-002514#insight-5","date_modified":"2026-10-23"},{"text":"Climate-related Official Development Assistance (ODA) aligns with recipient NDC priorities at the broad SDG level, but this alignment is weaker at the specific SDG-target level and did not improve after the Paris Agreement.","ai_generated":true,"unit":"sei-002514#insight-6","date_modified":"2026-10-23"},{"text":"The prioritization of economic growth over social and environmental goals is identified as the primary driver of incoherence across all income levels.","ai_generated":true,"unit":"sei-002514#insight-7","date_modified":"2026-10-23"}],"climate_tags":["Paris Agreement","Sustainable Development Goals","Nationally Determined Contributions","climate finance","just transition","deforestation","renewable energy","climate justice","biodiversity"],"geography_discussed":["Germany","Kenya","Philippines","South Africa","Sri Lanka","Sweden","Fiji","Colombia","Australia"],"frame_perspective":[],"analysis_type":["comparative analysis","content analysis","systematic review","case study"]},{"id":"catf-000326","url":"https://climateinsightsdirectory.org/document/catf-000326","title":"Policy Silos: The Disconnect Between Climate and Development Agendas in African Countries","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"research paper","language":"en","date_published":"2025-11-10","source_url":"https://www.catf.us/resource/policy-silos-the-disconnect-between-climate-and-development-agendas-in-african-countries/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study finds significant priority divergence between African climate plans (NDCs) and development plans (NDPs), noting that NDCs are often externally driven by international financing and environment ministries, while NDPs are domestically coordinated by economic planning ministries. This disconnect leads to energy transition strategies that may lack pragmatism and overlook economic performance metrics like reliability and affordability. The report recommends establishing inter-ministerial committees and increasing local technical capacity to integrate these frameworks, ensuring climate action supports poverty reduction and economic growth.","ai_generated":true,"unit":"catf-000326#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant misalignment between African NDCs and NDPs, with the two frameworks operating as parallel rather than integrated systems. NDCs prioritize climate-related sectors like energy and agriculture but neglect poverty and employment, while NDPs prioritize development with limited climate content.","ai_generated":true,"unit":"catf-000326#insight-1","date_modified":"2026-10-23"},{"text":"The divergence in planning is rooted in institutional divides: NDCs are primarily shaped by environment ministries and international partners, whereas NDPs are led by domestic economic planning ministries focusing on growth and employment.","ai_generated":true,"unit":"catf-000326#insight-2","date_modified":"2026-10-23"},{"text":"African climate planning is heavily dependent on external support. 58% of reviewed NDCs explicitly cite funding from international or regional institutions, and only 21% of NDCs rely solely on domestic institutions for technical contributions.","ai_generated":true,"unit":"catf-000326#insight-3","date_modified":"2026-10-23"},{"text":"NDPs are more strongly anchored in regional frameworks than NDCs. While 63% of NDPs explicitly reference regional plans (most commonly the AU Agenda 2063), only 17% of NDCs do so.","ai_generated":true,"unit":"catf-000326#insight-4","date_modified":"2026-10-23"},{"text":"There is a stark contrast in the use of analytical tools: over half of African NDCs use specific modeling tools, whereas only 15% of NDPs explicitly reference such frameworks, relying instead on qualitative or consultative approaches.","ai_generated":true,"unit":"catf-000326#insight-5","date_modified":"2026-10-23"},{"text":"Success metrics differ fundamentally between the two documents. NDPs focus on job creation (66%) and economic transformation (89%), while NDCs rarely specify GDP-related factors (4%) or economic impacts (13%). Conversely, only 21% of NDPs include explicit CO2 or GHG reduction targets.","ai_generated":true,"unit":"catf-000326#insight-6","date_modified":"2026-10-23"}],"climate_tags":["Nationally Determined Contributions","energy transition","climate finance","economic development","poverty reduction","greenhouse gas emissions","green growth","climate change adaptation","energy access"],"geography_discussed":["Zambia","Algeria"],"frame_perspective":[],"analysis_type":["policy analysis","content analysis"]},{"id":"roots-000006","url":"https://climateinsightsdirectory.org/document/roots-000006","title":"Colonial Logics in the Mobilization Mechanics of Climate Disinformation","publisher":{"name":"Roots","organization":"roots"},"document_type":"research paper","language":"en","date_published":"2025-11","source_url":"https://poweredbyroots.org/media/pages/highlights/fellowship-for-countering-disinformation/9888df3fdb-1762906576/nigeria-case-study.docx.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study argues that climate disinformation in the Global South is not a digital accident but a reactivation of 'colonial logics of mediated authority.' By analyzing 200 social media posts and socio-cultural indices across eleven former British colonies in Africa, the author develops a 'Model of Indirect Epistemic Domination.' This model posits that disinformation achieves legitimacy by using trusted intermediaries—such as religious leaders and social media influencers—to frame climate falsehoods as indigenous truths. Statistical analysis reveals that religiosity and media access are the strongest predictors of susceptibility to climate disinformation, while formal education and trust in science do not provide significant protection.","ai_generated":true,"unit":"roots-000006#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate disinformation in Africa is driven by a 'Model of Indirect Epistemic Domination' consisting of five interlocking stages: recruitment, localization, deflection, normalization, and exploitation. This process mirrors British indirect rule by using local intermediaries to legitimize external agendas.","ai_generated":true,"unit":"roots-000006#insight-1","date_modified":"2026-10-23"},{"text":"Religiosity is the most significant cultural amplifier of climate disinformation susceptibility, showing a very strong positive correlation (r ≈ 0.83) and remaining a statistically significant predictor in regression modeling (β = 0.158, p = 0.014).","ai_generated":true,"unit":"roots-000006#insight-2","date_modified":"2026-10-23"},{"text":"Increased media access functions as a 'double-edged vector' that heightens susceptibility to disinformation (β = 0.548, p = 0.014) when not accompanied by critical literacy safeguards, as seen in Kenya and Ghana.","ai_generated":true,"unit":"roots-000006#insight-3","date_modified":"2026-10-23"},{"text":"Formal education and trust in science do not serve as statistically significant predictors of resilience against climate disinformation in the sampled contexts.","ai_generated":true,"unit":"roots-000006#insight-4","date_modified":"2026-10-23"},{"text":"Disinformation narratives cluster into specific symbolic repertoires: spiritual frames (e.g., 'God’s punishment') are dominant in Nigeria and Uganda, while conspiratorial and anti-Western frames (e.g., 'UN climate scam') are more prominent in Kenya and Ghana.","ai_generated":true,"unit":"roots-000006#insight-5","date_modified":"2026-10-23"},{"text":"The use of indigenous languages is identified as the most influential factor in the 'Disinformation Outcomes' dimension, as it provides cultural authentication that intensifies the persuasive force of the messages.","ai_generated":true,"unit":"roots-000006#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation","climate change communication","Global South"],"geography_discussed":["Nigeria","Kenya","Ghana","Tanzania","Zambia","Uganda","Botswana","Malawi","The Gambia","Sierra Leone","Lesotho"],"frame_perspective":[],"analysis_type":["regression analysis","correlational analysis","content analysis","comparative analysis","geospatial analysis"]},{"id":"ucs-000216","url":"https://climateinsightsdirectory.org/document/ucs-000216","title":"Science and Democracy Under Siege","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"report","language":"en","date_published":"2025-07","source_url":"https://www.ucs.org/sites/default/files/2025-07/6-Months-Trump-methodology.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report details the methodological framework for identifying 'attacks on science' (AOS), defined as actions by elected officials or political appointees that result in the censoring, manipulation, or misinforming of scientific data. It describes the use of human coding for news articles, analysis of federal funding data from USASpending.gov, and tracking of federal advisory committee terminations. The methodology specifically addresses the tracking of federal workforce cuts, the impact of Clean Air Act exemptions on overburdened communities using spatial buffers, and the monitoring of federal environmental webpages via the Environmental Data and Governance Initiative (EDGI).","ai_generated":true,"unit":"ucs-000216#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Union of Concerned Scientists defines an 'attack on science' (AOS) as any action, statement, or decision from a federal elected official or political appointee that leads to the censoring, manipulation, forging, or misinforming of scientific data, results, or conclusions produced by the government or with federal funds.","ai_generated":true,"unit":"ucs-000216#insight-1","date_modified":"2026-10-23"},{"text":"As of June 30, 2025, the researchers identified 402 attacks on science, though only 119 had been fully categorized through human coding by that date.","ai_generated":true,"unit":"ucs-000216#insight-2","date_modified":"2026-10-23"},{"text":"The methodology for the second Trump administration expanded the definition of AOS to include publicly communicated threats before policy decisions occur, the assumption that actions by political appointees are politically motivated, and the misuse or absence of science in federally funded academic and medical institutions, such as those receiving National Institutes of Health (NIH) funds.","ai_generated":true,"unit":"ucs-000216#insight-3","date_modified":"2026-10-23"},{"text":"The administration targeted environmental justice staff, specifically putting leadership and staff in the Environmental Protection Agency’s (EPA) Office of Environmental Justice and External Civil Rights on administrative leave, with formal termination notifications issued on April 30 and an effective date of July 31, 2025.","ai_generated":true,"unit":"ucs-000216#insight-4","date_modified":"2026-10-23"},{"text":"The researchers identified 51 Scientific Technical Program Advisory Boards (FACs) terminated since January 20, 2025, out of a set of 188 active FACs at the start of the term.","ai_generated":true,"unit":"ucs-000216#insight-5","date_modified":"2026-10-23"},{"text":"To assess the impact of Clean Air Act Section 112 compliance exemptions, the study analyzed 532 facilities and used five-mile spatial buffers to intersect facility locations with census block group data on low-income populations, non-White populations, and English language proficiency.","ai_generated":true,"unit":"ucs-000216#insight-6","date_modified":"2026-10-23"}],"climate_tags":["obsidian","environmental justice","environmental regulation","climate policy"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["methodology","content analysis","spatial analysis"]},{"id":"quotacli-000019","url":"https://climateinsightsdirectory.org/document/quotacli-000019","title":"NOTE Premiers résultats de la détection automatisée de la désinformation climatique dans la télévision et la radio françaises","publisher":{"name":"QuotaClimat","organization":"quotaclimat"},"document_type":"report","language":"fr","date_published":"2025-04","source_url":"https://quotaclimat.org/app/uploads/2025/04/Desinformation-climatique_avril2025_NEW_DEF-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a persistent presence of climate disinformation in French mainstream media, noting 128 certified cases over three months. It highlights a significant over-representation of such content in private media, particularly Sud Radio, and observes peaks in disinformation coinciding with major political events. The analysis also employs the CARDS framework to identify 373 instances of 'inaction discourse,' primarily targeting climate solutions and messengers. The authors call for increased environmental coverage, better journalist training, and stronger regulatory action by ARCOM.","ai_generated":true,"unit":"quotacli-000019#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between January 1 and March 31, 2025, 128 certified cases of climate disinformation were detected in French audiovisual media, averaging approximately ten cases per week.","ai_generated":true,"unit":"quotacli-000019#insight-1","date_modified":"2026-10-23"},{"text":"Climate disinformation peaks during significant political and geopolitical events; for example, the week of Donald Trump's inauguration saw a 150% increase in cases compared to the surrounding two-week periods, with 41% of those extracts explicitly mentioning Trump.","ai_generated":true,"unit":"quotacli-000019#insight-2","date_modified":"2026-10-23"},{"text":"Private media are the primary drivers of climate disinformation, accounting for 81% of the relative disinformation identified. Sud Radio alone represents 45% of the relative disinformation found in information content.","ai_generated":true,"unit":"quotacli-000019#insight-3","date_modified":"2026-10-23"},{"text":"The most targeted sectors for disinformation are energy (50%) and mobility (47%), specifically focusing on renewable energies and electric vehicles.","ai_generated":true,"unit":"quotacli-000019#insight-4","date_modified":"2026-10-23"},{"text":"Using the CARDS framework to analyze 'inaction discourse' (which is broader than disinformation), 373 cases were detected. The most prevalent narratives are the discredit of climate crisis solutions (61%) and the discredit of transition messengers (24%).","ai_generated":true,"unit":"quotacli-000019#insight-5","date_modified":"2026-10-23"},{"text":"There is a strong correlation between low environmental coverage and vulnerability to disinformation. In the first quarter of 2025, the overall volume of climate change information was only 2%, ranging from 0.9% on CNews to 6% on RFI.","ai_generated":true,"unit":"quotacli-000019#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation","renewable energy","electric vehicle","obsidian","energy transition"],"geography_discussed":["Poland","Argentina","Hungary","United States"],"frame_perspective":[],"analysis_type":["quantitative analysis","content analysis","fact-checking"]},{"id":"ipie-000025","url":"https://climateinsightsdirectory.org/document/ipie-000025","title":"The Role of Generative AI Use in 2024 Elections Worldwide","publisher":{"name":"International Panel on the Information Environment","organization":"international-panel-on-the-information-environment"},"document_type":"research paper","language":"en","date_published":"2025","source_url":"https://www.ipie.info/research/tp2025-2","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The IPIE analyzed GenAI usage across 50 countries with competitive national elections in 2024. Findings show that GenAI was reported in 80% of these countries, primarily for content creation (90% of cases). While 69% of instances served malicious ends, 16% were benevolent. The study highlights a significant challenge in actor identification, with 46% of cases remaining unclear, and notes that foreign actors were involved in 20% of reported incidents, all for nefarious purposes.","ai_generated":true,"unit":"ipie-000025#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"GenAI was utilized in national elections in 80% of the 50 competitive countries tracked in the IPIE database. The countries with the highest number of recorded instances were India and the USA, with 30 occurrences each.","ai_generated":true,"unit":"ipie-000025#insight-1","date_modified":"2026-10-23"},{"text":"Content creation—including audio, images, videos, and text—was the dominant application of GenAI, accounting for 90% of all recorded usage in 2024 elections worldwide.","ai_generated":true,"unit":"ipie-000025#insight-2","date_modified":"2026-10-23"},{"text":"The majority of GenAI applications in elections were malicious, with 69% serving apparently nefarious ends, while 16% were used for benevolent purposes.","ai_generated":true,"unit":"ipie-000025#insight-3","date_modified":"2026-10-23"},{"text":"Identifying the actors behind GenAI usage is difficult; in 46% of the recorded incidents, the identity of the actor remained unclear.","ai_generated":true,"unit":"ipie-000025#insight-4","date_modified":"2026-10-23"},{"text":"Foreign actors were involved in 20% of reported incidents, and all such instances of foreign interference were conducted for nefarious purposes.","ai_generated":true,"unit":"ipie-000025#insight-5","date_modified":"2026-10-23"},{"text":"Hypertargeting—the use of GenAI to direct specific content to particular demographics to tilt political preferences—was the least common application, appearing in only 4% of recorded instances.","ai_generated":true,"unit":"ipie-000025#insight-6","date_modified":"2026-10-23"},{"text":"Political parties and candidates were responsible for 25% of the recorded GenAI usage, with 38% of their applications deemed benevolent.","ai_generated":true,"unit":"ipie-000025#insight-7","date_modified":"2026-10-23"},{"text":"The 'liar's dividend' is a significant risk, where the prevalence of deepfakes allows politicians to dismiss authentic content as being AI-generated.","ai_generated":true,"unit":"ipie-000025#insight-8","date_modified":"2026-10-23"},{"text":"In Romania, a sophisticated and coordinated GenAI campaign was perceived to have significantly influenced the national election, contributing to the annulment of the presidential results.","ai_generated":true,"unit":"ipie-000025#insight-9","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["India","United States","Romania","Indonesia","Bangladesh","Taiwan","Namibia","Ghana","Lithuania","Mexico","Tunisia"],"frame_perspective":[],"analysis_type":["descriptive analysis","cross-case comparison","content analysis"]},{"id":"napglob-000288","url":"https://climateinsightsdirectory.org/document/napglob-000288","title":"Understanding Green Climate Fund Support for Adaptation Planning","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2024-11","source_url":"https://napglobalnetwork.org/wp-content/uploads/2024/11/napgn-en-2024-gcf-support-adaptation-v5.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This analysis of 108 GCF readiness proposals reveals that funding is primarily directed toward governance and institutional coordination (37.1%) and evidence-based planning (32%), with significantly less investment in private sector engagement (2.6%). While most countries use these grants to draft or update National Adaptation Plans (NAPs) and develop investment pipelines, the report highlights a need for more national delivery partners and a stronger focus on domestic financing and concrete implementation steps, such as climate adaptation investment plans.","ai_generated":true,"unit":"napglob-000288#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Budget allocation across GCF NAP Readiness outcomes is heavily skewed toward governance and evidence, with the largest share (37.1% or USD 69.3 million) dedicated to strengthening adaptation planning governance and institutional coordination (Outcome 3.1). Producing the evidence base for adaptation (Outcome 3.2) received 32% (USD 59.9 million), while increasing adaptation finance (Outcome 3.4) and catalyzing private sector engagement (Outcome 3.3) received 13.3% and 2.6% respectively.","ai_generated":true,"unit":"napglob-000288#insight-1","date_modified":"2026-10-23"},{"text":"Consultants and professional services are the primary expenditure categories. Individual consultants account for 32.2% (USD 60.2 million) of the analyzed budgets, with local consultants receiving nearly double the funding of international ones (65.3% vs 34.5%). Professional services follow at 23.2% (USD 43.4 million).","ai_generated":true,"unit":"napglob-000288#insight-2","date_modified":"2026-10-23"},{"text":"The majority of proposals focus on the formulation or updating of NAP documents (79% of 108 proposals) and sectoral adaptation plans (over 50%). The most common priority sectors for these plans are Agriculture and Livestock (55%), Forestry and Biodiversity (36%), and Fisheries and Marine Ecosystems (27%).","ai_generated":true,"unit":"napglob-000288#insight-3","date_modified":"2026-10-23"},{"text":"While many countries are preparing for implementation, there is a gap in concrete action: 73% of proposals develop investment pipelines and 84% develop financing strategies, but only 39% conduct pre-feasibility studies and 32% implement pilot projects.","ai_generated":true,"unit":"napglob-000288#insight-4","date_modified":"2026-10-23"},{"text":"Gender considerations are integrated into all 108 reviewed proposals, reflecting GCF requirements. Over half (56%) specifically use resources to conduct gender analyses, and 50% include gender-related considerations in stakeholder engagement.","ai_generated":true,"unit":"napglob-000288#insight-5","date_modified":"2026-10-23"},{"text":"UN agencies are the dominant delivery partners, accounting for 74% (84 proposals) of supported countries, while national delivery partners account for only 12% (13 proposals).","ai_generated":true,"unit":"napglob-000288#insight-6","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate finance","Private sector engagement","gender mainstreaming"],"geography_discussed":["Jamaica","Madagascar","Panama","Sri Lanka","Bangladesh","Ecuador","Indonesia","Kenya","Maldives","Chile"],"frame_perspective":[],"analysis_type":["budgetary analysis","content analysis"]},{"id":"afripo-000167","url":"https://climateinsightsdirectory.org/document/afripo-000167","title":"BRICS configurations: representation of the majority world","publisher":{"name":"Africa Policy Research Institute","organization":"africa-policy-research-institute"},"document_type":"research paper","language":"en","date_published":"2024-10-28","source_url":"https://afripoli.org/brics-configurations-representation-of-the-majority-world","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the evolution of BRICS from a financial acronym to an intergovernmental group, focusing on its annual declarations. It finds that while BRICS successfully used the G20 to push for reforms in the IMF and World Bank following the 2007-8 financial crisis, there remains a significant gap between its high-level declarative statements and actual collective policy implementation.","ai_generated":true,"unit":"afripo-000167#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The BRICS configuration uses its annual intergovernmental declarations to project a shared vision of enhancing the world order and representing the interests of low-income, emerging, and developing countries, despite the members having diverging domestic governance models and economic ideologies.","ai_generated":true,"unit":"afripo-000167#insight-1","date_modified":"2026-10-23"},{"text":"Common themes in BRICS declarations are categorized into five areas: practical cooperation, global economic governance, international security, cultural diversity, and shared principles such as openness and solidarity.","ai_generated":true,"unit":"afripo-000167#insight-2","date_modified":"2026-10-23"},{"text":"In its early years, BRICS successfully translated discursive goals into action by influencing the G20 to implement reforms in international financial institutions, specifically regarding IMF quota reforms and a shift in voting power at the World Bank to favor emerging market economies.","ai_generated":true,"unit":"afripo-000167#insight-3","date_modified":"2026-10-23"},{"text":"While the alliance has expanded since 2023 to include Iran, the United Arab Emirates, Saudi Arabia, Egypt, and Ethiopia, the 'BRICS Plus' arrangement remains informal, with non-BRICS countries interacting via individual interstate agreements rather than a formalized group channel.","ai_generated":true,"unit":"afripo-000167#insight-4","date_modified":"2026-10-23"},{"text":"There is a persistent lack of evidence regarding collective policy coordination and implementation, suggesting that annual gatherings and non-binding declarations are insufficient measures of the group's success in acting for the majority world.","ai_generated":true,"unit":"afripo-000167#insight-5","date_modified":"2026-10-23"}],"climate_tags":["multilateralism","international financial institution"],"geography_discussed":["Iran","United Arab Emirates","Saudi Arabia","Egypt","Ethiopia"],"frame_perspective":[],"analysis_type":["content analysis","policy analysis"]},{"id":"afripo-000211","url":"https://climateinsightsdirectory.org/document/afripo-000211","title":"Die Repräsentation der Mehrheitswelt durch die BRICS-Konfiguration","publisher":{"name":"Africa Policy Research Institute","organization":"africa-policy-research-institute"},"document_type":"research paper","language":"en","date_published":"2024-10-28","source_url":"https://afripoli.org/de/brics-repraesentation-der-mehrheitswelt-en","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper examines the evolution of BRICS from a financial acronym to an intergovernmental configuration, focusing on its first ten annual declarations. It argues that while BRICS successfully projects a vision of representing the 'majority world' and achieved early wins in reforming global financial institutions via the G20, there remains a significant lack of clarity regarding collective policy coordination and the actual implementation of its broader declarative statements.","ai_generated":true,"unit":"afripo-000211#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The BRICS configuration consistently positions itself as a representative voice for low-income, emerging, and developing countries, aiming to address inequalities created by developed economies.","ai_generated":true,"unit":"afripo-000211#insight-1","date_modified":"2026-10-23"},{"text":"Common themes in BRICS declarations are categorized into five areas: practical cooperation, global economic governance, international security, cultural diversity, and shared principles such as openness and solidarity.","ai_generated":true,"unit":"afripo-000211#insight-2","date_modified":"2026-10-23"},{"text":"In its early years, BRICS successfully translated declarations into action by using the G20 to push for reforms in international financial institutions, specifically regarding IMF quota reforms and a shift in World Bank voting power toward developing countries.","ai_generated":true,"unit":"afripo-000211#insight-3","date_modified":"2026-10-23"},{"text":"BRICS has expanded its membership since 2023 to include Iran, the United Arab Emirates, Saudi Arabia, Egypt, and Ethiopia, though this 'BRICS Plus' arrangement remains informal.","ai_generated":true,"unit":"afripo-000211#insight-4","date_modified":"2026-10-23"},{"text":"There is a documented gap between the group's declarative statements and its practical collective outcomes, with a notable lack of evidence regarding coordinated policy strategies, particularly in trade.","ai_generated":true,"unit":"afripo-000211#insight-5","date_modified":"2026-10-23"}],"climate_tags":["multilateralism","international financial institution"],"geography_discussed":["Iran","United Arab Emirates","Saudi Arabia","Egypt","Ethiopia"],"frame_perspective":[],"analysis_type":["content analysis","policy analysis"]},{"id":"prio-001589","url":"https://climateinsightsdirectory.org/document/prio-001589","title":"Towards migration policy coherence","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"report","language":"en","date_published":"2024-06","source_url":"https://cdn.cloud.prio.org/files/86bfa6c6-e0f7-4932-b085-ddc30b7cb49e/mr-d096-towards-migration-policy-coherence-digital.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that the EU's pursuit of 'policy coherence' in its external migration dimension is primarily a tool for containment, often instrumentalising development aid to limit migration. It highlights the inherent tensions between migration management, development, and integration, noting that the EU's reliance on conditionality and compensation in partnerships with third countries often ignores the domestic interests of those partners and lacks evidence-based effectiveness in addressing the 'root causes' of migration.","ai_generated":true,"unit":"prio-001589#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The EU's external migration strategy is fundamentally designed to limit migration from non-EU countries through a combination of control measures and preventive efforts, often prioritising border security over the needs of migrants or origin countries.","ai_generated":true,"unit":"prio-001589#insight-1","date_modified":"2026-10-23"},{"text":"EU migration policies exhibit horizontal incoherence because development aid is frequently used as an instrument for migration containment rather than for its own intrinsic development goals.","ai_generated":true,"unit":"prio-001589#insight-2","date_modified":"2026-10-23"},{"text":"EU partnerships with third countries are characterized by unequal power dynamics and a 'conditionality and compensation' model that often benefits the EU more than its partners.","ai_generated":true,"unit":"prio-001589#insight-3","date_modified":"2026-10-23"},{"text":"The EU's reliance on informal 'soft-law' arrangements instead of formal agreements creates risks regarding accountability, legal jurisdiction, and the protection of fundamental human rights.","ai_generated":true,"unit":"prio-001589#insight-4","date_modified":"2026-10-23"},{"text":"The EU's preventive approach relies on the unproven assumptions that migration has identifiable 'root causes' and that these causes can be managed through policy interventions.","ai_generated":true,"unit":"prio-001589#insight-5","date_modified":"2026-10-23"},{"text":"Countries of origin often lack the necessary policy tools and institutional capacity to effectively reduce emigration, particularly regarding large-scale job creation and sustainable anti-corruption reforms.","ai_generated":true,"unit":"prio-001589#insight-6","date_modified":"2026-10-23"},{"text":"The EU lacks a comprehensive reintegration policy, which leads to increased vulnerability, social exclusion, and further migration aspirations for returnees, particularly in countries like Nigeria.","ai_generated":true,"unit":"prio-001589#insight-7","date_modified":"2026-10-23"},{"text":"Policy coherence in migration is inherently limited and often impossible to achieve fully due to divergent interests, values, and the complex, multidirectional interrelationships between migration management, development, and integration.","ai_generated":true,"unit":"prio-001589#insight-8","date_modified":"2026-10-23"}],"climate_tags":["human rights"],"geography_discussed":["Afghanistan","Cape Verde","Ethiopia","Guinea","Nigeria","Pakistan","Somalia","Tunisia","Turkey"],"frame_perspective":[],"analysis_type":["critical analysis","narrative policy analysis","content analysis"]},{"id":"isdglo-000114","url":"https://climateinsightsdirectory.org/document/isdglo-000114","title":"The German Far Right Online","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://www.isdglobal.org/wp-content/uploads/2024/01/Longitudinal_Study_Matlach_Hammer.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the online behavior of the German far right, finding that while they utilize 'alt-tech' platforms to evade moderation, they remain heavily reliant on very large online platforms (VLOPs) for reach. It highlights the central role of conspiracy theories, the opportunistic use of crises like COVID-19 and the war in Ukraine, and the increasing importance of audiovisual content.","ai_generated":true,"unit":"isdglo-000114#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Conspiracy theories function as a primary heuristic for far-right online subcultures, framing their worldview as being besieged by \"dark forces\" and offering solutions of either individual preparation or collective revolution.","ai_generated":true,"unit":"isdglo-000114#insight-1","date_modified":"2026-10-23"},{"text":"Telegram serves a dual purpose for the German far right: it is used for internal ideological learning and networking among believers, and as a tool for external propaganda aimed at the wider public using a more moderate tone.","ai_generated":true,"unit":"isdglo-000114#insight-2","date_modified":"2026-10-23"},{"text":"Far-right actors opportunistically exploit current events and crises to spread ideology, specifically using the COVID-19 pandemic to align with the anti-lockdown movement and the Russian invasion of Ukraine to disseminate Russian state propaganda.","ai_generated":true,"unit":"isdglo-000114#insight-3","date_modified":"2026-10-23"},{"text":"Despite the use of alternative platforms, very large online platforms (VLOPs) remain critical for far-right audiences, with accounts on these platforms expanding their followership and engagement over the study period.","ai_generated":true,"unit":"isdglo-000114#insight-4","date_modified":"2026-10-23"},{"text":"The far-right online ecosystem is characterized by platform-specific silos, where a high volume of shared URLs link back to the same platform (Facebook, X/Twitter, or Telegram) rather than external domains.","ai_generated":true,"unit":"isdglo-000114#insight-5","date_modified":"2026-10-23"},{"text":"There is a significant trend toward audiovisual content, with video-sharing platforms making up the largest proportion of shared social media links; Odysee emerged as a primary alternative to YouTube.","ai_generated":true,"unit":"isdglo-000114#insight-6","date_modified":"2026-10-23"},{"text":"The takeover of X/Twitter by Elon Musk in late 2022 coincided with a steep increase in followers for far-right accounts, suggesting that relaxed moderation policies made the platform more attractive again.","ai_generated":true,"unit":"isdglo-000114#insight-7","date_modified":"2026-10-23"},{"text":"Anti-feminist narratives, including transphobia and opposition to abortion rights, have increased, often mirroring US far-right discourse and spiking after the US Supreme Court's Dobbs v. Jackson ruling.","ai_generated":true,"unit":"isdglo-000114#insight-8","date_modified":"2026-10-23"},{"text":"Racist and xenophobic discourse remains structural, with a focus on anti-migration sentiment and the 'Great Replacement' conspiracy, often framing migrants as a threat to German resources or security.","ai_generated":true,"unit":"isdglo-000114#insight-9","date_modified":"2026-10-23"},{"text":"The far right utilizes 'lifestyle' topics—such as nutrition, survivalism, and holistic health—as a 'coded' strategy to appeal to broader audiences and build community while avoiding overt ideological markers.","ai_generated":true,"unit":"isdglo-000114#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate change","renewable energy","nuclear power","environmental policy"],"geography_discussed":["World","United States","Russia","Hungary","Brazil"],"frame_perspective":[],"analysis_type":["longitudinal study","content analysis","topic modelling","network analysis"]},{"id":"napglob-000284","url":"https://climateinsightsdirectory.org/document/napglob-000284","title":"Transboundary Climate Risks and the National Adaptation Planning Process","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"briefing","language":"en","date_published":"2023-09","source_url":"https://napglobalnetwork.org/wp-content/uploads/2023/09/napgn-en-2023-transboundary-climate-risks-and-nap-processe.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"A review of 41 multisector NAP documents reveals that transboundary climate risks are sporadically mentioned and lack a systematic approach, with most references limited to shared ecosystems like river basins. The document argues that the dominance of place-based adaptation and state sovereignty norms hinder the integration of cross-border risks, and recommends leveraging intergovernmental organizations and territorial framing to improve regional collaboration.","ai_generated":true,"unit":"napglob-000284#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A review of 41 multisector NAP documents submitted to the UNFCCC by January 2023 shows that countries do not systematically identify or assess transboundary climate risks, with only South Sudan and Timor-Leste featuring dedicated sections on the topic.","ai_generated":true,"unit":"napglob-000284#insight-1","date_modified":"2026-10-23"},{"text":"References to transboundary issues in NAP documents are primarily focused on shared ecosystems and natural resources, particularly transboundary waterways, river basins, and lakes.","ai_generated":true,"unit":"napglob-000284#insight-2","date_modified":"2026-10-23"},{"text":"Coastal countries and Small Island Developing States frequently discuss ocean warming, acidification, and the resulting decline in fish stocks and coral reef degradation, yet they typically do not label these as transboundary risks.","ai_generated":true,"unit":"napglob-000284#insight-3","date_modified":"2026-10-23"},{"text":"Several African NAPs, including those from Chad, Sudan, Central African Republic, Togo, and Niger, highlight the risks to cross-border pastoralism, noting that climate hazards can trigger regional impacts and increase pastoral-herder conflicts.","ai_generated":true,"unit":"napglob-000284#insight-4","date_modified":"2026-10-23"},{"text":"While 25% of the reviewed NAP documents mention the migration of disease vectors across borders, none explicitly categorize these as transboundary climate risks or assess the impact of neighboring countries' health crises on their own systems.","ai_generated":true,"unit":"napglob-000284#insight-5","date_modified":"2026-10-23"},{"text":"Conflict-affected countries such as South Sudan, Chad, and Benin identify climate change as a \"threat multiplier\" that can worsen security through the influx of refugees across borders.","ai_generated":true,"unit":"napglob-000284#insight-6","date_modified":"2026-10-23"},{"text":"NAP documents rarely consider complex tele-connected risks, such as the climate vulnerability of trading partners, the impact on global supply chains, or the stability of overseas remittances.","ai_generated":true,"unit":"napglob-000284#insight-7","date_modified":"2026-10-23"},{"text":"The lack of transboundary integration in NAPs is attributed to the prevalence of place-based adaptation approaches, the principle of state sovereignty, and the absence of a universally agreed-upon framework for assessing such risks.","ai_generated":true,"unit":"napglob-000284#insight-8","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","water security","ocean acidification","vector-borne disease","climate migration"],"geography_discussed":["South Sudan","Timor-Leste","Cambodia","Brazil","Sierra Leone","Liberia","Palestine","Bosnia and Herzegovina","Paraguay","Suriname","Kenya","Colombia","Albania","Chad","Sudan","Central African Republic","Togo","Niger","Burkina Faso","Benin","Cameroon","Indonesia","Amazon basin","Nile","Lake Chad","Himalayas","Amazon rainforest"],"frame_perspective":[],"analysis_type":["systematic review","content analysis"]},{"id":"isdglo-000165","url":"https://climateinsightsdirectory.org/document/isdglo-000165","title":"Uisce Faoi Thalamh An Investigation Into the Online Mis- and Disinformation Ecosystem in Ireland","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"report","language":"en","date_published":"2023","source_url":"https://www.isdglobal.org/wp-content/uploads/2023/11/Uisce-Faoi-Thalamh_Platform-Analysis.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes 12 social media platforms and various fundraising mechanisms used by actors in the Irish mis- and disinformation ecosystem. It finds that Twitter (X) is the most popular platform for these activities, while Telegram has seen exponential growth as a hub for original content and Russian state-backed media. Mainstream platforms like Facebook and Instagram show a shift in focus from COVID-19 health misinformation toward anti-immigration narratives. Alternative platforms such as Gab, Gettr, BitChute, and Rumble are used to host more explicit hate speech, including Holocaust denial and neo-Nazism, often serving as storage for content that would be banned on mainstream sites. Additionally, the report identifies 41 entities using 27 different donation platforms, including Stripe and PayPal, often in violation of the platforms' terms of service regarding hate speech and disinformation.","ai_generated":true,"unit":"isdglo-000165#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Twitter (X) is the most dominant platform in the Irish mis- and disinformation ecosystem, with 1,158 accounts producing 11.7 million tweets between January 2020 and April 2023. A small number of highly prolific accounts drive the majority of activity, with the top 10 accounts responsible for over 14% and the top 50 for over 35% of total content.","ai_generated":true,"unit":"isdglo-000165#insight-1","date_modified":"2026-10-23"},{"text":"Telegram has experienced exponential growth within the ecosystem, evolving from 23 channels publishing an average of 38 posts per day in 2020 to 102 channels averaging 1,150 posts per day in 2022. Unlike Twitter, Telegram is primarily used for original content, with 69% of all activity consisting of original posts rather than forwards.","ai_generated":true,"unit":"isdglo-000165#insight-2","date_modified":"2026-10-23"},{"text":"There is a clear thematic shift across mainstream platforms (Facebook, Instagram, and Twitter) where health-related discussions, which dominated during the COVID-19 pandemic, have been superseded by immigration-focused narratives from 2022 onwards.","ai_generated":true,"unit":"isdglo-000165#insight-3","date_modified":"2026-10-23"},{"text":"Alternative platforms like Gab and Gettr are used to disseminate extreme content that is typically banned on mainstream sites, including explicit antisemitism and Holocaust denial. Gemma O'Doherty is identified as a prominent actor using these platforms for such purposes.","ai_generated":true,"unit":"isdglo-000165#insight-4","date_modified":"2026-10-23"},{"text":"Telegram serves as a significant conduit for Russian state-backed media in Ireland, specifically through the RIPT News Media Ireland channel, which shares content from RT to bypass EU sanctions and blocks.","ai_generated":true,"unit":"isdglo-000165#insight-5","date_modified":"2026-10-23"},{"text":"YouTube is used by Irish actors to produce and monetise misleading claims via livestreams and the 'Super Chats' feature. Actors also employ a cross-posting strategy, uploading 24.2% of their YouTube content to alternative platforms like BitChute, Rumble, or Odysee to ensure content survives if their mainstream accounts are terminated.","ai_generated":true,"unit":"isdglo-000165#insight-6","date_modified":"2026-10-23"},{"text":"TikTok is less prominent than other platforms, but its algorithms may amplify controversial content; some videos from accounts with low follower counts reached over one million views. Content on TikTok frequently involves the harassment and doxxing of migrants.","ai_generated":true,"unit":"isdglo-000165#insight-7","date_modified":"2026-10-23"},{"text":"Alternative video platforms (BitChute, Rumble, Odysee, and DLive) are primarily used as storage spaces rather than for audience growth, with 25% of uploads on the three main sites being cross-posted videos.","ai_generated":true,"unit":"isdglo-000165#insight-8","date_modified":"2026-10-23"},{"text":"Actors in the Irish mis- and disinformation ecosystem use 27 different fundraising mechanisms to solicit financial support. Stripe and PayPal are the most popular, despite both having policies prohibiting the promotion of hate or discriminatory content.","ai_generated":true,"unit":"isdglo-000165#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation"],"geography_discussed":["Northern Ireland","United Kingdom","United States","Russia","Ukraine"],"frame_perspective":[],"analysis_type":["platform analysis","content analysis","quantitative analysis","qualitative analysis"]},{"id":"caad-000054","url":"https://climateinsightsdirectory.org/document/caad-000054","title":"GREENWASHING ON GOOGLE","publisher":{"name":"Climate Action Against Disinformation","organization":"climate-action-against-disinformation"},"document_type":"report","language":"en","date_published":"2022-11-03","source_url":"https://caad.info/wp-content/uploads/2023/01/Greenwashing-on-Google_Final-Report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Center for Countering Digital Hate (CCDH) reports that between September 2020 and August 2022, five major oil companies—BP, ExxonMobil, Shell, Aramco, and Chevron—spent $23.7 million on US Google Search ads, with $10.9 million dedicated to greenwashing. The report highlights a discrepancy between these companies' public sustainability claims and their internal documents, while also noting that Google continued to accept $421,000 from the Competitive Enterprise Institute for climate denial ads despite promising to stop doing so.","ai_generated":true,"unit":"caad-000054#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between September 1, 2020, and August 31, 2022, five of the world's largest oil and gas companies—BP, ExxonMobil, Chevron, Shell, and Aramco—spent a total of $23.7 million on US Google Search ads.","ai_generated":true,"unit":"caad-000054#insight-1","date_modified":"2026-10-23"},{"text":"Of the total ad spend, $10.9 million was used for greenwashing ads, which were viewed an estimated 58.6 million times by US users. This included $1.8 million targeting greenhouse gas queries, $1.7 million for renewables, and $1.2 million for carbon offsets.","ai_generated":true,"unit":"caad-000054#insight-2","date_modified":"2026-10-23"},{"text":"BP was the highest spender on greenwashing ads among the studied companies, investing $5.3 million over two years, which represented nearly 55% of its total Google search ad expenditure.","ai_generated":true,"unit":"caad-000054#insight-3","date_modified":"2026-10-23"},{"text":"ExxonMobil spent nearly $4 million on greenwashing ads, including $144,904 targeting queries about the Paris Agreement, despite internal planning documents suggesting emissions would exceed the treaty's goals.","ai_generated":true,"unit":"caad-000054#insight-4","date_modified":"2026-10-23"},{"text":"Shell spent approximately $1.2 million on greenwashing ads, including $181,784 on the query “net zero company”, while internal documents state that net-zero is “not a Shell business plan”.","ai_generated":true,"unit":"caad-000054#insight-5","date_modified":"2026-10-23"},{"text":"Saudi Aramco spent $317,710 on greenwashing ads, representing nearly 74% of its total Google ad spend, including ads claiming it is one of the industry's lowest carbon emitters.","ai_generated":true,"unit":"caad-000054#insight-6","date_modified":"2026-10-23"},{"text":"Chevron spent $112,854 on greenwashing ads, the lowest share among the five companies at 3.6% of its total Google Search ad spend.","ai_generated":true,"unit":"caad-000054#insight-7","date_modified":"2026-10-23"},{"text":"Google accepted $421,000 from the Competitive Enterprise Institute (CEI) for ads promoting climate denial, such as claims that “fossil fuels make the planet safer”, violating Google's October 2021 promise to prohibit such content.","ai_generated":true,"unit":"caad-000054#insight-8","date_modified":"2026-10-23"}],"climate_tags":["greenwashing","carbon dioxide emissions","Net-zero emissions","carbon capture and storage","renewable energy","Paris Agreement","biofuel","methane","climate finance"],"geography_discussed":["Australia"],"frame_perspective":[],"analysis_type":["financial analysis","content analysis","policy review"]},{"id":"cssn-000006","url":"https://climateinsightsdirectory.org/document/cssn-000006","title":"Experts and Climate Change Politicisation: A Case Study of the Environmental Protection Agency 1983-2015","publisher":{"name":"Climate Social Science Network","organization":"climate-social-science-network"},"document_type":"case study","language":"en","date_published":"2022-05-10","source_url":"https://cssn.org/experts-and-climate-change-politicisation-a-case-study-of-the-environmental-protection-agency-1983-2015/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study analyzes EPA congressional testimonies from 1983 to 2015 to examine the relationship between governmental experts and political pressure. It finds that while the frequency of climate-related advocacy statements increased over time and fluctuated based on the political context, EPA experts consistently maintained the scientific basis of climate change and advocated for action, even under administrations that denied the science.","ai_generated":true,"unit":"cssn-000006#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The frequency of climate-related advocacy statements in EPA congressional testimonies increased over the period from 1983 to 2015, although the prevalence of these statements was influenced by the political context.","ai_generated":true,"unit":"cssn-000006#insight-1","date_modified":"2026-10-23"},{"text":"EPA experts consistently upheld the scientific reality of climate change and pushed for policy action, regardless of whether the presidential administration in power denied the science.","ai_generated":true,"unit":"cssn-000006#insight-2","date_modified":"2026-10-23"},{"text":"The behavior of EPA experts suggests a complex relationship with politics that does not fit simple binaries of being either completely independent or entirely subservient to political will.","ai_generated":true,"unit":"cssn-000006#insight-3","date_modified":"2026-10-23"}],"climate_tags":["environmental governance"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["case study","longitudinal analysis","content analysis"]},{"id":"sei-000109","url":"https://climateinsightsdirectory.org/document/sei-000109","title":"Planning for Clean Technology Diffusion: Identifying Innovation System Functions in Country Technology Action Plans","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2022-04-18","source_url":"https://www.sei.org/publications/planning-for-clean-technology-diffusion-identifying-innovation-system-functions-in-country-technology-action-plans/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study analyzed Technology Action Plans from twenty-five countries to identify which innovation system functions are prioritized for clean energy technology diffusion. It found that countries primarily focus on resource mobilization and creating legitimacy, while entrepreneurial activity is less prioritized. The authors suggest that these innovation system indicators can help donors design more effective interventions to accelerate the adoption of climate mitigation technologies and support Nationally Determined Contributions.","ai_generated":true,"unit":"sei-000109#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"An analysis of Technology Action Plan documents across twenty-five countries revealed that countries prioritize the innovation system functions of resource mobilization and the creation of legitimacy, whereas entrepreneurial activity is given less priority.","ai_generated":true,"unit":"sei-000109#insight-1","date_modified":"2026-10-23"},{"text":"The study concludes that innovation system indicators derived from literature are effective tools for complementing the design of donor-funded interventions intended to speed up the diffusion and adoption of energy technologies.","ai_generated":true,"unit":"sei-000109#insight-2","date_modified":"2026-10-23"}],"climate_tags":["Nationally Determined Contributions","energy transition"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["content analysis"]},{"id":"grelat-000118","url":"https://climateinsightsdirectory.org/document/grelat-000118","title":"Los Eco-Ilógicos","publisher":{"name":"GreenLatinos","organization":"greenlatinos"},"document_type":"report","language":"es","date_published":"2022","source_url":"https://www.greenlatinos.org/wp-content/uploads/2025/01/los-eco.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a multinational network of right-wing and libertarian actors in Latin America and Spain that amplify climate disinformation. These actors often translate English-language content and employ tactics such as coordinated sharing, recruitment of like-minded influencers, and the use of coded language to evade platform moderation. Key narratives include claims that 'global elites' fabricated climate change to consolidate power, that the UN's Agenda 2030 is a tool for population control, and that extreme weather is caused by geoengineering rather than climate change.","ai_generated":true,"unit":"grelat-000118#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The network of climate disinformation in Spanish is not a cohesive group based in the United States, but rather a multinational network with distinct geographic communities in Spain and Latin America that serves as a conduit for disinformation reaching Spanish speakers in the U.S.","ai_generated":true,"unit":"grelat-000118#insight-1","date_modified":"2026-10-23"},{"text":"Influential actors in the network are divided into two types: high-reach right-wing or libertarian figures who sporadically share climate content, and smaller-scale users who focus exclusively on climate disinformation.","ai_generated":true,"unit":"grelat-000118#insight-2","date_modified":"2026-10-23"},{"text":"A primary tactic of the network is the translation and amplification of English-language content from prominent climate skeptics, such as Bjorn Lomborg, Michael Shellenberger, and Alex Jones, to reach Spanish-speaking audiences.","ai_generated":true,"unit":"grelat-000118#insight-3","date_modified":"2026-10-23"},{"text":"To bypass social media content moderation, actors use coded language (e.g., referring to Bill Gates as 'Bill Puertas'), intentional misspellings of keywords like 'Agenda 2030', and direct users to platforms with laxer rules such as Telegram and Rumble.","ai_generated":true,"unit":"grelat-000118#insight-4","date_modified":"2026-10-23"},{"text":"The network promotes several core disinformation narratives: that 'global elites' created the climate crisis for financial gain and power, that the UN Agenda 2030 is a conspiracy for population control, and that extreme weather is the result of geoengineering (including HAARP and 'chemtrails').","ai_generated":true,"unit":"grelat-000118#insight-5","date_modified":"2026-10-23"},{"text":"The network frequently targets and attacks climate scientists, politicians, and activists, specifically portraying Greta Thunberg as a pawn of global elites and mocking Joe Biden for his use of a caravan while promoting electric vehicles.","ai_generated":true,"unit":"grelat-000118#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation","geoengineering"],"geography_discussed":["United States","Spain","Latin America","Argentina","Chile","Uruguay"],"frame_perspective":[],"analysis_type":["network analysis","content analysis"]},{"id":"isdglo-000135","url":"https://climateinsightsdirectory.org/document/isdglo-000135","title":"Profiting from hate","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.isdglobal.org/wp-content/uploads/2022/12/Profiting-from-Hate-Extremist-Merchandise-on-Redbubble-Etsy-Teespring-Teerepublic-and-Zazzle.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The Institute for Strategic Dialogue (ISD) analyzed Redbubble, Etsy, Teespring, Teepublic, and Zazzle, finding that despite existing community guidelines, these platforms continue to host a wide range of extremist and hateful products. The report highlights that while explicit keywords are often blocked, coded language and network-tracing reveal substantial quantities of neo-Nazi, antisemitic, and conspiratorial merchandise. The platforms profit significantly from these sales, often retaining 80% or more of the revenue.","ai_generated":true,"unit":"isdglo-000135#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"ISD identified merchandise promoting a broad spectrum of harmful content across five platforms, including neo-Nazi terrorists, antisemitic caricatures, QAnon and #SaveTheChildren conspiracy theories, anti-LGBTQ+ hate, and public health misinformation.","ai_generated":true,"unit":"isdglo-000135#insight-1","date_modified":"2026-10-23"},{"text":"E-commerce platforms derive significant financial benefit from the sale of extremist goods, with most platforms typically retaining 80% or more of the revenue from a sale.","ai_generated":true,"unit":"isdglo-000135#insight-2","date_modified":"2026-10-23"},{"text":"Conspiracy theory merchandise represents the largest category of objectionable items. Much of this content uses coded language and dog-whistles to bypass moderation guidelines that are often vague regarding implicit encouragement of violence or hatred.","ai_generated":true,"unit":"isdglo-000135#insight-3","date_modified":"2026-10-23"},{"text":"Platform moderation is often ineffective because it focuses on explicit keywords while ignoring coded terms; searches for explicit right-wing terms often return benign results, whereas shorthand or coded terms yield substantial problematic material.","ai_generated":true,"unit":"isdglo-000135#insight-4","date_modified":"2026-10-23"},{"text":"The most serious material, such as content promoting terrorist groups or violence, is frequently hidden from search results and is typically only discovered by tracing networks of sellers.","ai_generated":true,"unit":"isdglo-000135#insight-5","date_modified":"2026-10-23"},{"text":"Etsy specifically fails to enforce its ban on symbols associated with hate groups and the glorification of serial killers, with neo-Nazi symbols like the Black Sun being sold in large quantities, sometimes under the guise of 'Celtic' or 'Viking' art.","ai_generated":true,"unit":"isdglo-000135#insight-6","date_modified":"2026-10-23"},{"text":"Teespring has the least comprehensive guidelines of the analyzed platforms, prohibiting only content that 'promotes harm to others' without further specification, leading to the presence of homophobic, transphobic, and misogynistic merchandise.","ai_generated":true,"unit":"isdglo-000135#insight-7","date_modified":"2026-10-23"},{"text":"Nearly all analyzed platforms host merchandise that glorifies or replicates aspects of mass shootings, specifically the Columbine High School shooting, with some platforms like Teepublic leading to items containing extreme gore.","ai_generated":true,"unit":"isdglo-000135#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Australia","United States"],"frame_perspective":[],"analysis_type":["policy assessment","content analysis"]}]}