{"query_echo":{"q":"","filters":{"analysis_type":["literature summary"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'literature summary' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":6,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=literature+summary","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":"ccnow-000056","url":"https://climateinsightsdirectory.org/document/ccnow-000056","title":"Story Spark: Violence","publisher":{"name":"Covering Climate Now","organization":"covering-climate-now"},"document_type":"guide","language":"en","date_published":"2026-04-21","source_url":"https://coveringclimatenow.org/from-us-story/covering-violence/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that climate change increases violence by exacerbating risk factors such as extreme heat, resource scarcity, and material insecurity. It highlights specific links between rising temperatures and intimate partner violence, gun violence, and group-level conflict, while advising reporters to use granular data and center marginalized voices to illustrate these social climate impacts.","ai_generated":true,"unit":"ccnow-000056#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Extreme heat increases aggression by making it more difficult for individuals to manage emotions, control impulses, and process new information.","ai_generated":true,"unit":"ccnow-000056#insight-1","date_modified":"2026-10-23"},{"text":"Climate change is linked to a rise in gender-based violence; research suggests that by the end of the century, one in 10 cases of intimate partner violence (IPV) will be connected to climate change, with an estimated 40 million additional women and girls experiencing IPV annually by 2090 in a 2-degree-Celsius warming scenario.","ai_generated":true,"unit":"ccnow-000056#insight-2","date_modified":"2026-10-23"},{"text":"In the United States, above-average daily temperatures were attributed to nearly 7% of shootings between 2015 and 2020, based on a study of 100 cities.","ai_generated":true,"unit":"ccnow-000056#insight-3","date_modified":"2026-10-23"},{"text":"Violence is not caused by a single factor but by a combination of risk factors amplified by rapid global warming, including resource scarcity, displacement, material insecurity, and hostile rhetoric toward outgroups.","ai_generated":true,"unit":"ccnow-000056#insight-4","date_modified":"2026-10-23"}],"climate_tags":["extreme heat","urban heat island","fossil fuel","Climate-smart agriculture"],"geography_discussed":["United States","India","Pakistan","Israel","Gaza Strip","Sri Lanka","Ilemi Triangle","South Korea","Spain","Kenya"],"frame_perspective":[],"analysis_type":["reporting guide","literature summary"]},{"id":"isdglo-000133","url":"https://climateinsightsdirectory.org/document/isdglo-000133","title":"Policy Digest #19","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"briefing","language":"en","date_published":"2025-04-23","source_url":"https://www.isdglobal.org/wp-content/uploads/2025/05/Policy-Digest-19.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details regulatory actions, litigation, and legislative updates across several countries focusing on AI, data privacy, and online safety. It also reviews four reports on algorithmic recommender systems, highlighting risks such as the amplification of harmful content and the prioritisation of short-term engagement over long-term user value.","ai_generated":true,"unit":"isdglo-000133#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Australian eSafety Commissioner published a report on 6 March 2025 detailing how service providers, including Google, Meta, WhatsApp, Reddit, Telegram, and X, address terrorist and violent extremist material and activity (TVE) based on responses to transparency notices issued in March 2024.","ai_generated":true,"unit":"isdglo-000133#insight-1","date_modified":"2026-10-23"},{"text":"The European Union is implementing several AI-related initiatives, including the launch of the Apply AI Strategy consultation on 9 April 2025, the enforcement of a scientific expert panel on AI as of 30 March 2025, and the publication of a third draft of the General-Purpose Artificial Intelligence Code of Practice on 11 March 2025.","ai_generated":true,"unit":"isdglo-000133#insight-2","date_modified":"2026-10-23"},{"text":"In the United Kingdom, the illegal content duties of the Online Safety Act took effect on 17 March 2025, requiring platforms to remove illegal content and conduct risk assessments. Additionally, Ofcom fined Fenix International Limited (owner of OnlyFans) GBP 1.05 million on 27 March 2025 for misrepresenting its age verification technology.","ai_generated":true,"unit":"isdglo-000133#insight-3","date_modified":"2026-10-23"},{"text":"The United States is pursuing several digital policy actions, including the TAKE IT DOWN Act to criminalize non-consensual intimate deepfakes, an FTC public inquiry into platform censorship practices, and a presidential memorandum from 21 February 2025 investigating foreign digital services taxes and fines on American companies.","ai_generated":true,"unit":"isdglo-000133#insight-4","date_modified":"2026-10-23"},{"text":"An ISD investigation into YouTube's recommendation algorithm found that while age and gender appear to have low weighting in recommendations, this can lead to younger users being exposed to harmful content, including videos on self-harm and suicide.","ai_generated":true,"unit":"isdglo-000133#insight-5","date_modified":"2026-10-23"},{"text":"Analysis of risk assessment reports under the EU Digital Services Act (DSA) suggests that platforms often treat algorithmic recommender systems as mitigation measures rather than acknowledging them as design-related risks that can amplify harmful content.","ai_generated":true,"unit":"isdglo-000133#insight-6","date_modified":"2026-10-23"},{"text":"The Knight Georgetown Institute's Expert Working Group argues that platforms prioritise short-term engagement metrics (clicks and likes) for advertising revenue, which can lead to societal polarisation and the spread of low-quality information.","ai_generated":true,"unit":"isdglo-000133#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation"],"geography_discussed":["California"],"frame_perspective":[],"analysis_type":["regulatory monitoring","policy review","literature summary"]},{"id":"iisd-001447","url":"https://climateinsightsdirectory.org/document/iisd-001447","title":"Mobilizing Knowledge on Gender, Equity, and Justice in Climate Change Adaptation","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"briefing","language":"en","date_published":"2024-09","source_url":"https://www.iisd.org/system/files/2024-09/gender-equity-climate-change-adaptation-ipcc.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document unpacks the IPCC's findings on how systemic inequalities—including gender, race, and socio-economic status—increase vulnerability to climate change. It argues that adaptation efforts are more effective and less likely to be maladaptive when they incorporate inclusive participation, diverse knowledge systems, and a focus on climate justice. The brief uses illustrative examples from Africa to demonstrate how marginalized groups, such as Indigenous Peoples and women, experience disproportionate impacts and how community-based, human rights-based approaches can generate social co-benefits.","ai_generated":true,"unit":"iisd-001447#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Certain demographic groups are more susceptible to climate change impacts, including women, children, the elderly, people living with disabilities, people in poverty, Indigenous Peoples, and those facing discrimination based on race, ethnicity, caste, sexuality, or gender identity.","ai_generated":true,"unit":"iisd-001447#insight-1","date_modified":"2026-10-23"},{"text":"Vulnerability is not inherent to identity but is driven by systemic exclusion and marginalization based on gender, race, wealth, and social status, which restricts access to resources, services, and decision-making power.","ai_generated":true,"unit":"iisd-001447#insight-2","date_modified":"2026-10-23"},{"text":"Climate change impacts are felt disproportionately across various sectors. For example, water scarcity increases the burden on women and girls responsible for collection and increases risks of violence, while heat waves disproportionately affect pregnant women, the elderly, and people with disabilities due to physiological differences.","ai_generated":true,"unit":"iisd-001447#insight-3","date_modified":"2026-10-23"},{"text":"A feedback loop exists where existing marginalization increases climate vulnerability, and the resulting climate impacts further exacerbate inequalities, potentially trapping groups like women and girls in a persistent state of vulnerability due to increased unpaid care burdens.","ai_generated":true,"unit":"iisd-001447#insight-4","date_modified":"2026-10-23"},{"text":"Adaptation planning that integrates gender, equity, and justice is more cost-effective and successful. Conversely, ignoring these factors increases the risk of maladaptation, where actions increase or displace vulnerability for other groups.","ai_generated":true,"unit":"iisd-001447#insight-5","date_modified":"2026-10-23"},{"text":"Effective adaptation requires a combination of scientific data and Indigenous and local knowledge. Examples include the use of 'hayit' (earth walls) for flood protection in South Sudan and controlled early-season burns to manage wildfire risk in Namibia.","ai_generated":true,"unit":"iisd-001447#insight-6","date_modified":"2026-10-23"},{"text":"Resilience can be strengthened by expanding adaptation beyond technical solutions to address root causes of vulnerability, such as poverty reduction, health initiatives, and social safety nets, a concept termed 'climate-resilient development'.","ai_generated":true,"unit":"iisd-001447#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate justice","equity","climate change vulnerability","maladaptation","traditional knowledge","Community based adaptation","sustainable development"],"geography_discussed":["Africa","South Sudan","Namibia","Malawi","Kenya","Chad","Uganda","Morocco","Madagascar"],"frame_perspective":[],"analysis_type":["literature summary","policy briefing"]},{"id":"napglob-000294","url":"https://climateinsightsdirectory.org/document/napglob-000294","title":"Summarizing Evidence for Gender-Responsive National Adaptation Plan (NAP) Processes: Key Gender and Equity Findings from the 6th Assessment Report of the Intergovernmental Panel on Climate Change (IPCC) – Working Group II on Impacts, Adaptation, and Vulnerability","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"briefing","language":"en","date_published":"2024-08","source_url":"https://napglobalnetwork.org/wp-content/uploads/2024/08/napgn-en-2024-summarizing-evidence-nap-gender.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document distills evidence from the IPCC WGII report to highlight how systemic inequalities increase climate vulnerability and argues that inclusive, justice-based adaptation planning leads to more effective and sustainable outcomes.","ai_generated":true,"unit":"napglob-000294#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Certain groups face heightened vulnerability to climate change due to intersecting socio-economic factors and systemic discrimination. These include women, children, the elderly, people living with disabilities, people living in poverty, Indigenous Peoples, and those facing discrimination based on race, ethnicity, caste, sexuality, or gender identity.","ai_generated":true,"unit":"napglob-000294#insight-1","date_modified":"2026-10-23"},{"text":"Vulnerability is not inherent but is driven by historical and ongoing marginalization. Inequalities in access to resources, economic opportunities, and services, combined with greater exposure to hazards (such as living on floodplains or in urban heat islands), increase climate risks for marginalized groups.","ai_generated":true,"unit":"napglob-000294#insight-2","date_modified":"2026-10-23"},{"text":"Climate change impacts are disproportionately felt across five thematic areas: livelihoods, water, food security and nutrition, disaster risk management, and health. For example, women may face an increased burden of fetching water and higher incidences of violence and abuse, while Indigenous Peoples may lose cultural or spiritual practices associated with water.","ai_generated":true,"unit":"napglob-000294#insight-3","date_modified":"2026-10-23"},{"text":"Integrating gender, equity, and justice into adaptation planning strengthens outcomes, making them more cost-effective and just. Conversely, ignoring these dimensions increases the risk of maladaptation, which can shift vulnerability to other groups or increase existing inequities.","ai_generated":true,"unit":"napglob-000294#insight-4","date_modified":"2026-10-23"},{"text":"Effective adaptation requires moving beyond technocratic solutions to address the root causes of vulnerability. This includes cross-sectoral actions such as reducing poverty, improving housing, enhancing social safety nets, and implementing health initiatives.","ai_generated":true,"unit":"napglob-000294#insight-5","date_modified":"2026-10-23"},{"text":"The inclusion of diverse knowledge systems, specifically Indigenous and local knowledge, is essential for strengthening adaptation and redressing historical marginalization. Ethical co-production of knowledge helps limit maladaptation in areas like ecosystem restoration and climate-resilient fishing.","ai_generated":true,"unit":"napglob-000294#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate justice","national adaptation plan","climate change vulnerability","traditional knowledge","maladaptation","social equity","Community based adaptation"],"geography_discussed":["Rwanda"],"frame_perspective":[],"analysis_type":["literature summary","policy briefing"]},{"id":"isdglo-000108","url":"https://climateinsightsdirectory.org/document/isdglo-000108","title":"Policy Digest #12","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"briefing","language":"en","date_published":"2023-08-28","source_url":"https://www.isdglobal.org/wp-content/uploads/2023/08/ISD_DPL_Policy-Digest_12.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document is divided into two main sections: a report on regulatory developments in Canada, Ireland, the UK, and the US regarding online streaming, safety codes, advertising, and AI; and a snapshot of literature on climate disinformation. The latter highlights the shift from outright climate denial to 'delay discourses' and 'culture wars' frames, the role of fossil fuel interests in seeding misinformation, and the impact of fringe websites and algorithmic amplification on digital platforms.","ai_generated":true,"unit":"isdglo-000108#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The UN Department of Global Communications defines climate mis- and disinformation as content that undermines the scientific consensus on human-induced climate change, noting that much of this content is \"seeded by the fossil fuel industry\". The UN proposes a Code of Conduct for Information Integrity on Digital Platforms based on principles such as transparency, human rights, and user empowerment.","ai_generated":true,"unit":"isdglo-000108#insight-1","date_modified":"2026-10-23"},{"text":"Research by the Institute for Strategic Dialogue (ISD) indicates that climate disinformation has evolved from direct denial toward a \"culture wars\" frame, using conspiracies like \"climate lockdown\" or linking climate issues to divisive social topics to distract and delay action.","ai_generated":true,"unit":"isdglo-000108#insight-2","date_modified":"2026-10-23"},{"text":"An ISD analysis of 32 fringe climate-denying websites from the US and nine European countries found that mentions of these sites on Twitter increased significantly since early 2022, often using hashtags like #ClimateScam and promoting the \"World Climate Declaration\" published by the Netherlands-based group CLINTEL.","ai_generated":true,"unit":"isdglo-000108#insight-3","date_modified":"2026-10-23"},{"text":"The Mercator Research Institute on Global Commons and Climate Change (MCC) identified 12 \"delay discourses\" that accept climate change exists but justify inaction by redirecting responsibility, pushing non-transformative solutions, emphasizing policy downsides, or surrendering to the change.","ai_generated":true,"unit":"isdglo-000108#insight-4","date_modified":"2026-10-23"},{"text":"The Consensus Handbook describes the \"Gateway Belief Model\", where public perception of expert agreement influences whether individuals believe global warming is real and if action is needed. It suggests \"inoculating\" the public by exposing them to misinformation alongside warnings and preemptive counter-arguments.","ai_generated":true,"unit":"isdglo-000108#insight-5","date_modified":"2026-10-23"},{"text":"The European Parliament's Special Committee on Foreign Interference called for the EU to better combat disinformation from \"malicious and authoritarian countries such as Russia and China\", suggesting a global code of conduct on disinformation modeled after the IPCC.","ai_generated":true,"unit":"isdglo-000108#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation","fossil fuel industry","Paris Agreement"],"geography_discussed":["Canada","Ireland","United Kingdom","United States","European Union","Netherlands","Russia","People's Republic of China"],"frame_perspective":[],"analysis_type":["policy review","literature summary","regulatory monitoring"]},{"id":"bc3res-000140","url":"https://climateinsightsdirectory.org/document/bc3res-000140","title":"WARNING TO NAVIGATORS: IPCC REPORT ON CLIMATE CHANGE MITIGATION","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"policy brief","language":"en","date_published":"2014","source_url":"https://www.bc3research.org/h6T8Uy8Nm4gFs0O/20140516120307449644959.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the IPCC's 2014 report on climate change mitigation, noting that global greenhouse gas emissions have accelerated despite existing climate plans. It argues that to limit temperature rise to 2°C, emissions must be reduced by 40-70% by 2050 and reach almost zero by 2100, requiring radical technological and institutional shifts. While the report finds these goals technically and economically feasible, it stresses the urgency of investments between 2010 and 2030 to avoid costly and risky negative emission technologies like large-scale biomass combined with Carbon Capture and Storage (CCS).","ai_generated":true,"unit":"bc3res-000140#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global greenhouse gas emissions have accelerated over the last decade despite the existence of various climate change strategies and the 2007-08 economic crisis. Total emissions reached 49 gigatonnes of carbon dioxide equivalent (GtCO2eq) in 2010, with 78% resulting from fossil fuel combustion.","ai_generated":true,"unit":"bc3res-000140#insight-1","date_modified":"2026-10-23"},{"text":"Without additional mitigation efforts, mean global temperatures are projected to rise between 3.7°C and 4.8°C by 2100 relative to pre-industrial levels, with a potential range of 2.5°C to 7.8°C.","ai_generated":true,"unit":"bc3res-000140#insight-2","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","climate change mitigation","carbon sink","fossil fuel","energy efficiency","carbon capture and storage","biomass","renewable energy","nuclear power","sustainable development","climate finance"],"geography_discussed":["Asia"],"frame_perspective":[],"analysis_type":["policy analysis","literature summary"]}]}