{"query_echo":{"q":"","filters":{"geography":["Switzerland"]},"warnings":[]},"total":{"value":758,"relation":"eq"},"page":13,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Switzerland&page=13","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Switzerland&page=14","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":"commgmu-000143","url":"https://climateinsightsdirectory.org/document/commgmu-000143","title":"A Global Review of Research on Effective Advocacy and Communication Strategies at the Intersection of Climate Change and Health","publisher":{"name":"Center for Climate Change Communication","organization":"center-for-climate-change-communication"},"document_type":"report","language":"en","date_published":"2023","source_url":"https://climatecommunication.gmu.edu/wp-content/uploads/2023/11/Climate-and-Health-Literature-Review-Final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes how different audiences perceive the intersection of climate change and health and evaluates the effectiveness of various communication frames. It finds that framing climate change as a public health issue, particularly by emphasizing the health benefits of solutions (gain framing) and the harms of air pollution, can increase public engagement and reduce political polarization. The document highlights health professionals as highly trusted messengers who are generally willing to engage in advocacy but face barriers such as lack of time and specialized knowledge. It also notes that public officials exhibit varying levels of awareness and face institutional barriers to prioritizing climate-health issues. The report concludes with a research agenda calling for more diverse geographic data, better integration of equity in messaging, and the expansion of climate-health curricula in medical education.","ai_generated":true,"unit":"commgmu-000143#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Framing climate change as a public health issue is generally more effective at increasing public engagement and support for pro-climate policies than environmental or economic frames, and it can help reduce political polarization by resonating across the political spectrum.","ai_generated":true,"unit":"commgmu-000143#insight-1","date_modified":"2026-10-23"},{"text":"Communication that emphasizes the health benefits of taking action (gain frame) is typically more effective at building policy support and evoking hope than communication focusing on health risks (loss frame).","ai_generated":true,"unit":"commgmu-000143#insight-2","date_modified":"2026-10-23"},{"text":"Information regarding the neurological harms to children caused by air pollution from fossil fuel combustion is particularly effective at engaging Americans across different political party lines.","ai_generated":true,"unit":"commgmu-000143#insight-3","date_modified":"2026-10-23"},{"text":"Health professionals, especially doctors, nurses, and pharmacists, are viewed as highly trusted sources of information globally, and this trust extends to their communication about global warming, even among conservative groups.","ai_generated":true,"unit":"commgmu-000143#insight-4","date_modified":"2026-10-23"},{"text":"While many health professionals recognize that climate change harms human health and express a professional responsibility to act, they often lack detailed knowledge and face barriers such as time constraints, lack of resources, and fear of damaging professional relationships.","ai_generated":true,"unit":"commgmu-000143#insight-5","date_modified":"2026-10-23"},{"text":"Public officials' understanding of climate-related health threats varies significantly, and many in the USA do not view climate change as a top priority for their departments due to a lack of legal mandates, funding, and leadership.","ai_generated":true,"unit":"commgmu-000143#insight-6","date_modified":"2026-10-23"},{"text":"Visual communication that depicts climate impacts increases the perceived importance of the issue, while imagery of solutions enhances self-efficacy; specifically, images of air pollution are more effective than those of floods or heat stress in generating both concern and self-efficacy in the UK.","ai_generated":true,"unit":"commgmu-000143#insight-7","date_modified":"2026-10-23"},{"text":"There is a significant gap in medical education regarding climate change and health, with only 15% of medical schools in a global study of 112 countries including the topic in their curricula, despite high interest from students.","ai_generated":true,"unit":"commgmu-000143#insight-8","date_modified":"2026-10-23"},{"text":"Research on communicating the disproportionate health impacts of climate change on vulnerable populations is limited, and such messaging can potentially increase engagement or, conversely, undermine support among less vulnerable audiences.","ai_generated":true,"unit":"commgmu-000143#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change","public health","climate change communication","air pollution","climate policy","climate justice","vector-borne disease","climate change adaptation","fossil fuel"],"geography_discussed":["United States","Canada","United Kingdom","People's Republic of China","Germany","India","Bangladesh","Ethiopia","Kenya","Tanzania","South Africa","Chile","Vietnam","Peru","Nigeria","Uganda","Senegal","Nepal","Colombia","Indonesia","Philippines","Malta","France","Norway","Sweden","Switzerland","Australia","Italy","Finland"],"frame_perspective":[],"analysis_type":["literature review","narrative synthesis"]},{"id":"commyale-000263","url":"https://climateinsightsdirectory.org/document/commyale-000263","title":"International Public Opinion on Climate Change","publisher":{"name":"Yale Program on Climate Change Communication","organization":"yale-program-on-climate-change-communication"},"document_type":"report","language":"en","date_published":"2023","source_url":"https://climatecommunication.yale.edu/app/uploads/2024/05/international-public-opinion-household-actions-2023b.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that low-cost, repeated behaviors like reducing food waste are significantly more common than high-cost, one-time installations like heat pumps or solar panels. While many who adopted these behaviors faced minimal difficulty, non-adopters cited lack of awareness and lack of interest for low-cost actions, and high cost and home ownership issues for high-cost technologies.","ai_generated":true,"unit":"commyale-000263#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Low-cost, repeated behaviors are more frequently adopted than high-cost, one-time behaviors. Reducing food waste was the most common action, with 66% of respondents overall having tried to do so in the prior month, while only 7% had owned or leased an electric vehicle.","ai_generated":true,"unit":"commyale-000263#insight-1","date_modified":"2026-10-23"},{"text":"Reducing food waste is widely adopted, with majorities in 36 of the 37 surveyed countries and territories reporting they tried to do so in the previous month. France (79%), Croatia (78%), and Italy (77%) had the highest rates, while Israel (43%) had the lowest.","ai_generated":true,"unit":"commyale-000263#insight-2","date_modified":"2026-10-23"},{"text":"Meat consumption reduction is less common, with majorities in only 3 of 37 countries reporting adoption. Italy (59%), Greece (57%), and France (55%) were the most likely to try to eat less meat, while Japan (23%) was the least likely.","ai_generated":true,"unit":"commyale-000263#insight-3","date_modified":"2026-10-23"},{"text":"Carbon offset adoption is low, with only 16% of respondents having ever bought them. No surveyed country or territory had a majority of respondents who had purchased offsets.","ai_generated":true,"unit":"commyale-000263#insight-4","date_modified":"2026-10-23"},{"text":"Heat pump adoption stands at 12% overall, with significant geographic variation ranging from 45% in New Zealand to 3% in Israel and the United Kingdom.","ai_generated":true,"unit":"commyale-000263#insight-5","date_modified":"2026-10-23"},{"text":"Rooftop solar panel adoption is 9% overall, with the highest adoption in the Netherlands (34%) and the lowest in Canada and Chile (2%).","ai_generated":true,"unit":"commyale-000263#insight-6","date_modified":"2026-10-23"},{"text":"For high-cost behaviors like heat pumps, solar panels, and electric vehicles, the most common barriers for non-adopters are high cost and lack of home ownership.","ai_generated":true,"unit":"commyale-000263#insight-7","date_modified":"2026-10-23"},{"text":"For low-cost behaviors, non-adopters primarily cite a lack of awareness, lack of interest, or having never thought about the action as the main barriers.","ai_generated":true,"unit":"commyale-000263#insight-8","date_modified":"2026-10-23"},{"text":"A significant portion of those who adopted high-cost technologies still reported difficulties, particularly regarding expense. For example, 36% of heat pump adopters in South Korea and 46% of solar panel adopters in Hong Kong cited cost as a difficulty.","ai_generated":true,"unit":"commyale-000263#insight-9","date_modified":"2026-10-23"}],"climate_tags":["food waste","carbon offset","heat pump","electric vehicle"],"geography_discussed":["World"],"frame_perspective":[],"analysis_type":["public opinion survey","behavioral analysis"]},{"id":"foei-001095","url":"https://climateinsightsdirectory.org/document/foei-001095","title":"Un guide sur les marchés du carbone et la manière de les combattre","publisher":{"name":"Friends of the Earth International","organization":"friends-of-the-earth-international"},"document_type":"guide","language":"fr","date_published":"2023","source_url":"https://www.foei.org/wp-content/uploads/2023/11/Marches-du-carbone-guide_ATI_FR.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that carbon markets and offsetting mechanisms are ineffective 'false solutions' that allow major polluters to continue emitting while causing harm to ecosystems and communities, particularly in the Global South. It details the mechanisms of the UNFCCC's Article 6, various regional and national carbon pricing initiatives, and provides strategies for civil society to resist these systems through advocacy, legal action, and community mobilization.","ai_generated":true,"unit":"foei-001095#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Carbon markets and offsetting systems are characterized as ineffective tools that fail to reduce emissions and instead serve as a cover for major polluters to maintain their profits. The document cites a 2023 scandal involving Verra, the world's leading carbon offset certifier, where over 90% of its sold offset credits were found to be largely worthless.","ai_generated":true,"unit":"foei-001095#insight-1","date_modified":"2026-10-23"},{"text":"Carbon market projects, such as tree planting and soil carbon restoration, are primarily implemented in the Global South due to lower labor costs and land availability. These projects are linked to land privatization, large-scale land grabbing, and violations of human and indigenous rights, reinforcing neocolonial and extractivist patterns.","ai_generated":true,"unit":"foei-001095#insight-2","date_modified":"2026-10-23"},{"text":"Under the UNFCCC, Article 6 creates a framework for international carbon trading. Article 6.2 allows for bilateral and multilateral cooperative approaches (such as CORSIA), while Article 6.4 establishes a UN-managed global carbon market. The document warns that these mechanisms risk undermining a country's ability to meet its own Nationally Determined Contributions (NDCs) if emission reductions are oversold.","ai_generated":true,"unit":"foei-001095#insight-3","date_modified":"2026-10-23"},{"text":"The European Union's Emissions Trading System (EU ETS) is described as ineffective due to industry lobbying that resulted in low targets. Furthermore, the proposed Carbon Removal Certification Framework (CRCF) is criticized for potentially justifying the continued use of fossil fuel infrastructure and undermining food sovereignty and biodiversity restoration.","ai_generated":true,"unit":"foei-001095#insight-4","date_modified":"2026-10-23"},{"text":"Various national carbon initiatives are proliferating, including China's market (the world's largest by volume, covering about 40% of its national carbon emissions), Malaysia's Bursa Carbon Exchange, and Kenya's 2023 Climate Change (Amendment) Bill. In Colombia, a carbon tax allows companies to meet up to 100% of their obligations via national offset credits.","ai_generated":true,"unit":"foei-001095#insight-5","date_modified":"2026-10-23"},{"text":"The document advises climate justice movements to oppose carbon markets through a combination of political advocacy, public awareness campaigns, and legal strategies. It suggests exploring climate litigation to challenge the veracity of emission reduction claims or to sue for damages caused to communities by offset projects.","ai_generated":true,"unit":"foei-001095#insight-6","date_modified":"2026-10-23"}],"climate_tags":["carbon emission trading","carbon offset","climate justice","United Nations Framework Convention on Climate Change","Nationally Determined Contributions","nature-based solutions","bio-energy with carbon capture and storage","geoengineering","emission trading","carbon price","land grabbing","Net-zero emissions","climate finance"],"geography_discussed":["European Union","Africa","People's Republic of China","Kenya","Colombia","Mexico","Malaysia","Japan","United States","Germany","Switzerland","United Kingdom","California"],"frame_perspective":[],"analysis_type":["policy analysis","advocacy guide"]},{"id":"foei-001099","url":"https://climateinsightsdirectory.org/document/foei-001099","title":"Guía sobre los mercados de carbono y cómo combatirlos","publisher":{"name":"Friends of the Earth International","organization":"friends-of-the-earth-international"},"document_type":"guide","language":"es","date_published":"2023","source_url":"https://www.foei.org/wp-content/uploads/2023/11/Mercados-de-carbono-guia_ATI_ES.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that carbon markets and emission offsets are ineffective at reducing emissions and instead serve as a distraction for major polluters while enabling extractivism and neocolonialism, particularly in the Global South. It details the mechanisms of the UNFCCC's Article 6, including the cooperative approaches of 6.2 and the UN-managed market of 6.4, as well as various regional and national systems in Europe, Africa, Asia, and the Americas. The guide concludes by offering strategies for opposition, such as policy advocacy, community awareness, and legal challenges, while providing resources for tracking carbon projects.","ai_generated":true,"unit":"foei-001099#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Carbon markets and emission offsets are characterized as failures that do not achieve real emission reductions and act as a 'smoke screen' for major polluters to continue emitting under the guise of 'net zero' commitments.","ai_generated":true,"unit":"foei-001099#insight-1","date_modified":"2026-10-23"},{"text":"Carbon projects, predominantly located in the Global South due to lower costs and land availability, are linked to land grabbing, human rights violations, and the privatization of ecosystems for foreign investors.","ai_generated":true,"unit":"foei-001099#insight-2","date_modified":"2026-10-23"},{"text":"Under the Paris Agreement's Article 6, the 6.2 mechanism allows for bilateral and multilateral trading of 'internationally transferred mitigation outcomes' (ITMOs), while 6.4 establishes a UN-managed global carbon market for 'emission reductions' (ERs).","ai_generated":true,"unit":"foei-001099#insight-3","date_modified":"2026-10-23"},{"text":"The European Union's Emissions Trading System (EU ETS) is described as ineffective due to industry lobbying and weak targets, and the proposed Carbon Removal Certification Framework (CRCF) is criticized for potentially legitimizing fossil fuel infrastructure.","ai_generated":true,"unit":"foei-001099#insight-4","date_modified":"2026-10-23"},{"text":"Various national and regional initiatives are expanding, such as the Africa Carbon Markets Initiative (ACMI) aiming for 1.5 billion annual credits by 2050, and China's ETS, which is the world's largest by volume, covering approximately 40% of its national carbon emissions.","ai_generated":true,"unit":"foei-001099#insight-5","date_modified":"2026-10-23"},{"text":"The document warns against relying on 'negative emissions technologies' and carbon removals—including nature-based solutions and geoengineering like BECCS and DACCS—arguing they are unproven and risk delaying a just phase-out of fossil fuels.","ai_generated":true,"unit":"foei-001099#insight-6","date_modified":"2026-10-23"}],"climate_tags":["carbon emission trading","Net-zero emissions","nature-based solutions","geoengineering","bio-energy with carbon capture and storage","emission trading","carbon price","climate finance","climate justice","land grabbing"],"geography_discussed":["European Union","Africa","People's Republic of China","Japan","Kenya","Colombia","Mexico","Germany","United States","Malaysia","Egypt","Switzerland","United Kingdom","California"],"frame_perspective":[],"analysis_type":["policy analysis","advocacy guide"]},{"id":"ipie-000030","url":"https://climateinsightsdirectory.org/document/ipie-000030","title":"Strategies for Improving the Global Information Environment","publisher":{"name":"International Panel on the Information Environment","organization":"international-panel-on-the-information-environment"},"document_type":"executive summary","language":"en","date_published":"2023","source_url":"https://cdn.prod.website-files.com/643ecb10be528d2c1da863cb/653f05e1786750c378ea4663_SFP2023.1%20-%20FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The International Panel on the Information Environment (IPIE) analyzed 4,798 peer-reviewed publications to determine which design solutions mitigate misinformation. While a systematic review of 588 empirical articles endorsed four strategies, a meta-analysis of 43 experiments validated only two: content labeling and corrective information. The report highlights significant gaps in research, noting a lack of standardized definitions, insufficient data from technology firms, and a heavy bias toward English-language studies focused on Western countries.","ai_generated":true,"unit":"ipie-000030#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is an emerging scientific consensus that content labels and corrective information are effective at reducing the impact of misinformation on user perceptions.","ai_generated":true,"unit":"ipie-000030#insight-1","date_modified":"2026-10-23"},{"text":"While a systematic review endorsed four strategies—content labeling, corrective information, content or account moderation, and information & media literacy—only the first two were validated through meta-analysis.","ai_generated":true,"unit":"ipie-000030#insight-2","date_modified":"2026-10-23"},{"text":"Many proposed countermeasures remain plausible but have uncertain effects due to a lack of empirical evidence; less than 20% of studies proposing countermeasures report a measurable impact.","ai_generated":true,"unit":"ipie-000030#insight-3","date_modified":"2026-10-23"},{"text":"Current research is heavily skewed toward English-language publications and Western contexts, failing to sufficiently address the global information environment.","ai_generated":true,"unit":"ipie-000030#insight-4","date_modified":"2026-10-23"},{"text":"The ability to conduct robust research is hindered by a lack of standardized definitions for misinformation and insufficient access to real-world data from social media firms.","ai_generated":true,"unit":"ipie-000030#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation"],"geography_discussed":["Switzerland"],"frame_perspective":[],"analysis_type":["systematic review","meta-analysis"]},{"id":"ipie-000033","url":"https://climateinsightsdirectory.org/document/ipie-000033","title":"Опрос экспертов о глобальной информационной среде, 2023 г.","publisher":{"name":"International Panel on the Information Environment","organization":"international-panel-on-the-information-environment"},"document_type":"executive summary","language":"ru","date_published":"2023","source_url":"https://cdn.prod.website-files.com/643ecb10be528d2c1da863cb/6563aac431f6f4a6fedbc485_SFP2023.2%20-%20RU.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2023 IPIE expert survey of 289 researchers reveals that while reliable information and diversity of opinion are seen as hallmarks of a healthy information environment, social media platforms and political actors are viewed as primary threats across different governance regimes. Experts highlight significant failures in AI-driven content moderation and a critical lack of platform data access for researchers. The report notes a divergence in perceived threats: those studying autocracies emphasize national governments and state media, while those studying democracies are more concerned with foreign interference and climate-related disinformation.","ai_generated":true,"unit":"ipie-000033#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Experts identify the availability of reliable information and a diversity of opinions as the most critical characteristics of a healthy information environment, with 66% prioritizing reliable information and 50% prioritizing diversity of opinion.","ai_generated":true,"unit":"ipie-000033#insight-1","date_modified":"2026-10-23"},{"text":"Social media platforms and political actors are regarded as the most significant threats to the global information environment across all types of political regimes. Specifically, 33% of experts across all regimes cited social media platforms, and 31% of experts studying democratic countries cited politicians.","ai_generated":true,"unit":"ipie-000033#insight-2","date_modified":"2026-10-23"},{"text":"There is a distinct difference in perceived threats based on the regime type: experts studying autocracies view local authorities and state-supported media as primary threats, whereas those studying democracies are more concerned with foreign interference.","ai_generated":true,"unit":"ipie-000033#insight-3","date_modified":"2026-10-23"},{"text":"Disinformation priorities vary by regime; experts focusing on democracies are most concerned with disinformation regarding climatology and ecology, while those focusing on autocracies are concerned with gender-related disinformation.","ai_generated":true,"unit":"ipie-000033#insight-4","date_modified":"2026-10-23"},{"text":"Content moderation is viewed as highly problematic, with 66% of experts citing the lack of accountability for social media operators and 55% criticizing poorly designed AI-based moderation systems.","ai_generated":true,"unit":"ipie-000033#insight-5","date_modified":"2026-10-23"},{"text":"A significant majority of the international research community (72%) identifies the lack of access to platform data as the primary obstacle to improving knowledge about the global information environment.","ai_generated":true,"unit":"ipie-000033#insight-6","date_modified":"2026-10-23"},{"text":"The outlook for the information environment is generally pessimistic, with 54% of experts predicting it will worsen in 2024, while only 12% believe it will improve.","ai_generated":true,"unit":"ipie-000033#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation","digital divide"],"geography_discussed":["Switzerland","United States"],"frame_perspective":[],"analysis_type":["expert survey","comparative analysis"]},{"id":"ipie-000034","url":"https://climateinsightsdirectory.org/document/ipie-000034","title":"استطلاع آراء الخبراء حول البیئة المعلوماتیة العالمیة لعام 2023","publisher":{"name":"International Panel on the Information Environment","organization":"international-panel-on-the-information-environment"},"document_type":"executive summary","language":"ar","date_published":"2023","source_url":"https://cdn.prod.website-files.com/643ecb10be528d2c1da863cb/6563aaccbc4b457d7091bf61_SFP2023.2%20-%20AR.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2023 IPIE expert survey of 289 researchers across 54 countries identifies the availability of accurate information and diversity of opinion as critical for a healthy information environment. The report highlights social media platforms and politicians as primary threats, while noting that experts in authoritarian regimes fear domestic governments more than those in democracies, who are more concerned with foreign interference. A significant majority of researchers cite the lack of access to platform data as the main obstacle to improving the understanding of the global information environment.","ai_generated":true,"unit":"ipie-000034#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Experts identify the availability of accurate information and a diversity of perspectives as the most vital characteristics of a healthy information environment, with 66% citing accurate information and 50% citing diversity of opinion.","ai_generated":true,"unit":"ipie-000034#insight-1","date_modified":"2026-10-23"},{"text":"Social media platforms and politicians are viewed as the most significant threats to a healthy global information environment across all types of governance systems.","ai_generated":true,"unit":"ipie-000034#insight-2","date_modified":"2026-10-23"},{"text":"There is a divergence in perceived threats based on the political system: experts studying democracies are more concerned about foreign interference, while those studying authoritarian regimes view domestic governments, state-backed media, and local media as more dangerous.","ai_generated":true,"unit":"ipie-000034#insight-3","date_modified":"2026-10-23"},{"text":"Concerns regarding content moderation are primarily driven by a lack of accountability for social media companies (66%) and poorly designed AI-powered content management systems (55%).","ai_generated":true,"unit":"ipie-000034#insight-4","date_modified":"2026-10-23"},{"text":"The primary barrier to improving the global understanding of the information environment is the inability to access platform data, as reported by 72% of the international research community.","ai_generated":true,"unit":"ipie-000034#insight-5","date_modified":"2026-10-23"},{"text":"A majority of experts (54%) believe the information environment in their areas of expertise will worsen in 2024, while only 12% believe it will improve.","ai_generated":true,"unit":"ipie-000034#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation","digital divide"],"geography_discussed":["Switzerland"],"frame_perspective":[],"analysis_type":["expert survey","comparative analysis"]},{"id":"ipie-000036","url":"https://climateinsightsdirectory.org/document/ipie-000036","title":"Inquérito de especialistas sobre o ambiente global da informação 2023","publisher":{"name":"International Panel on the Information Environment","organization":"international-panel-on-the-information-environment"},"document_type":"executive summary","language":"pt","date_published":"2023","source_url":"https://cdn.prod.website-files.com/643ecb10be528d2c1da863cb/6563aae4134c5c08c079bd4b_SFP2023.2%20-%20PT.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2023 IPIE expert survey identifies the availability of accurate information and diversity of voices as critical for a healthy information environment. Social media platforms and politicians are cited as the primary threats globally, with specific divergences between autocracies (focused on government control) and democracies (concerned with foreign interference). A majority of experts believe the information environment will worsen in 2024, citing a lack of platform data access as a major research barrier.","ai_generated":true,"unit":"ipie-000036#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Experts identify the availability of accurate information and a diversity of voices as the most critical components of a healthy information environment. Specifically, 66% of experts view correct information as the most important characteristic, and 50% consider the diversity of voices to be fundamental.","ai_generated":true,"unit":"ipie-000036#insight-1","date_modified":"2026-10-23"},{"text":"Social media platforms and politicians are regarded as the most significant threats to a healthy global information environment. One-third (33%) of experts across all regime types identified social media platforms as a top threat, while 31% of those studying democracies highlighted politicians.","ai_generated":true,"unit":"ipie-000036#insight-2","date_modified":"2026-10-23"},{"text":"There is a distinct difference in perceived threats based on the political regime of the studied country. Experts focusing on autocracies emphasize threats from national governments, state-supported media, and local newspapers, whereas those studying democracies are more concerned with foreign interference.","ai_generated":true,"unit":"ipie-000036#insight-3","date_modified":"2026-10-23"},{"text":"Concerns regarding misinformation vary by regime: experts studying autocracies are concerned with misinformation regarding gender issues, while those studying democracies are more concerned with misinformation related to the environment and climate science.","ai_generated":true,"unit":"ipie-000036#insight-4","date_modified":"2026-10-23"},{"text":"Experts identify significant failures in content moderation, primarily attributing these to a lack of accountability for social media companies (66%) and the use of poorly developed AI-driven moderation systems (55%).","ai_generated":true,"unit":"ipie-000036#insight-5","date_modified":"2026-10-23"},{"text":"The international research community faces a major obstacle in understanding the global information environment due to a lack of access to platform data, a concern shared by 72% of respondents.","ai_generated":true,"unit":"ipie-000036#insight-6","date_modified":"2026-10-23"},{"text":"The outlook for the global information environment is generally pessimistic, with 54% of experts believing the situation in their countries of specialization will deteriorate in 2024, while only 12% expect improvement.","ai_generated":true,"unit":"ipie-000036#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation"],"geography_discussed":["Switzerland"],"frame_perspective":[],"analysis_type":["expert survey","cross-national analysis"]},{"id":"ipie-000037","url":"https://climateinsightsdirectory.org/document/ipie-000037","title":"Utafiti wa Wataalamu kuhusu Mazingira ya Taarifa za Kimataifa 2023","publisher":{"name":"International Panel on the Information Environment","organization":"international-panel-on-the-information-environment"},"document_type":"executive summary","language":"sw","date_published":"2023","source_url":"https://cdn.prod.website-files.com/643ecb10be528d2c1da863cb/6563aae8e7d1a2bc1fda125d_SFP2023.2%20-%20SW.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The IPIE 2023 expert survey of 289 researchers reveals that accurate information and diversity of voices are the most critical elements of a healthy information environment. Social media platforms and politicians are identified as the primary threats globally, though specific concerns vary by regime type: experts in autocracies highlight state-led media and local governments, while those in democracies emphasize foreign interference and climate misinformation. A significant majority of researchers (72%) cite a lack of system data access as a major barrier to understanding the global information environment, and 54% predict the situation will worsen in 2024.","ai_generated":true,"unit":"ipie-000037#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Experts identify access to accurate information and a diversity of voices as the most essential components of a healthy information environment, with 66% highlighting accurate information and 50% valuing diversity of voices.","ai_generated":true,"unit":"ipie-000037#insight-1","date_modified":"2026-10-23"},{"text":"Social media platforms and politicians are viewed as the most significant threats to the global information environment across all regime types, with 33% of experts identifying social media and 31% identifying politicians as top threats in democratic countries.","ai_generated":true,"unit":"ipie-000037#insight-2","date_modified":"2026-10-23"},{"text":"Threat perceptions differ by political regime: experts studying autocracies identify national governments, state-supported media, and local government news agencies as primary threats, whereas those studying democracies are more concerned with foreign interference.","ai_generated":true,"unit":"ipie-000037#insight-3","date_modified":"2026-10-23"},{"text":"There is a divergence in the types of misinformation that concern experts based on the regime they study; those in autocracies worry about gender-related misinformation, while those in democracies are more concerned with misinformation regarding climate science and the environment.","ai_generated":true,"unit":"ipie-000037#insight-4","date_modified":"2026-10-23"},{"text":"Significant concerns exist regarding content moderation, specifically the inability to hold social media companies accountable (66%) and poorly designed AI-driven content moderation systems (55%).","ai_generated":true,"unit":"ipie-000037#insight-5","date_modified":"2026-10-23"},{"text":"A lack of access to system data is a major obstacle for the global research community, cited by 72% of experts as a significant barrier to improving the understanding of the global information environment.","ai_generated":true,"unit":"ipie-000037#insight-6","date_modified":"2026-10-23"},{"text":"The majority of experts (54%) believe the information environment in their professional countries of study will deteriorate in 2024, while only 12% believe it will improve.","ai_generated":true,"unit":"ipie-000037#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation","digital divide"],"geography_discussed":["Switzerland"],"frame_perspective":[],"analysis_type":["expert survey"]},{"id":"ipie-000039","url":"https://climateinsightsdirectory.org/document/ipie-000039","title":"Stratégies pour améliorer l'environnement mondial de l'information","publisher":{"name":"International Panel on the Information Environment","organization":"international-panel-on-the-information-environment"},"document_type":"executive summary","language":"fr","date_published":"2023","source_url":"https://cdn.prod.website-files.com/643ecb10be528d2c1da863cb/6563aed47052e266959973f8_SFP2023.1%20-%20FR.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a growing scientific consensus that content labeling and corrective information are effective at reducing the impact of disinformation on user perceptions. While other strategies like content moderation and media literacy are plausible, their effectiveness remains uncertain. The document emphasizes a critical need for more transnational, multilingual research and standardized metrics to improve the global information environment.","ai_generated":true,"unit":"ipie-000039#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is an emerging scientific consensus that two specific design solutions—content labeling and the publication of corrective information—are effective in reducing the effects of disinformation on user perceptions.","ai_generated":true,"unit":"ipie-000039#insight-1","date_modified":"2026-10-23"},{"text":"While several other countermeasures are considered plausible, their actual effectiveness is not unanimously agreed upon or remains uncertain. These include content or account moderation, information and media literacy, advertising policy changes, content reporting, user content sharing limits, disclosure, redirection, security/verification requirements, and self-fact-checking.","ai_generated":true,"unit":"ipie-000039#insight-2","date_modified":"2026-10-23"},{"text":"Current research on disinformation countermeasures is heavily skewed toward English-language publications and Western countries, leaving a gap in knowledge regarding users in other languages and regions.","ai_generated":true,"unit":"ipie-000039#insight-3","date_modified":"2026-10-23"},{"text":"The scientific community lacks standardized definitions and metrics for disinformation, and there is a shortage of empirical studies using real-world data that allow for the aggregation of knowledge.","ai_generated":true,"unit":"ipie-000039#insight-4","date_modified":"2026-10-23"},{"text":"The analysis was based on a vast collection of 4,798 peer-reviewed publications, though only 588 met the criteria for the systematic review, and only 18 publications (containing 43 experiments) met the high standards required for the meta-analysis.","ai_generated":true,"unit":"ipie-000039#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation"],"geography_discussed":["Switzerland"],"frame_perspective":[],"analysis_type":["systematic review","meta-analysis"]},{"id":"ipie-000041","url":"https://climateinsightsdirectory.org/document/ipie-000041","title":"Стратегии улучшения глобальной информационной среды","publisher":{"name":"International Panel on the Information Environment","organization":"international-panel-on-the-information-environment"},"document_type":"executive summary","language":"ru","date_published":"2023","source_url":"https://cdn.prod.website-files.com/643ecb10be528d2c1da863cb/6563aedc5b72fd519b8909a6_SFP2023.1%20-%20RU.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The IPIE analyzed 4,798 peer-reviewed publications to evaluate strategies for improving the global information environment. A scientific consensus has emerged that content labeling and corrective information are effective in reducing the influence of disinformation on user opinions. While other strategies like content moderation and media literacy are discussed, their effectiveness remains uncertain due to a lack of empirical data and standardized metrics. The report emphasizes the need for more diverse, multi-lingual research and better access to real-world data from tech companies to improve policy development.","ai_generated":true,"unit":"ipie-000041#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a growing scientific consensus that two specific interventions—content labeling and the publication of corrective information—are effective in reducing the impact of disinformation on the formation of user opinions.","ai_generated":true,"unit":"ipie-000041#insight-1","date_modified":"2026-10-23"},{"text":"While other countermeasures such as content moderation, information and media literacy, and redirection are identified as potential strategies, there is no unified scientific opinion on their effectiveness.","ai_generated":true,"unit":"ipie-000041#insight-2","date_modified":"2026-10-23"},{"text":"The current body of research is limited by a lack of diversity in geography and language, with a disproportionate focus on English-language publications and a few Western countries.","ai_generated":true,"unit":"ipie-000041#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation"],"geography_discussed":["Switzerland"],"frame_perspective":[],"analysis_type":["systematic review","meta-analysis"]},{"id":"ipie-000042","url":"https://climateinsightsdirectory.org/document/ipie-000042","title":"استراتیجیات تحسین البیئة المعلوماتیة العالمیة","publisher":{"name":"International Panel on the Information Environment","organization":"international-panel-on-the-information-environment"},"document_type":"executive summary","language":"ar","date_published":"2023","source_url":"https://cdn.prod.website-files.com/643ecb10be528d2c1da863cb/6563aee1f32c4fcae5f37547_SFP2023.1%20-%20AR.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The document synthesizes evidence from 4,798 peer-reviewed publications to evaluate strategies for improving the global information environment. It identifies a growing scientific consensus that content labeling and corrective information are effective in reducing the impact of misinformation on user perceptions. While other interventions—such as content moderation, media literacy, and advertising policy changes—are considered reasonable, the report notes that evidence for their effectiveness is less certain. The analysis highlights significant gaps in current research, specifically the over-reliance on English-language studies and Western contexts, and calls for more standardized definitions, better data access from tech companies, and cross-national, multilingual research to better inform policy interventions.","ai_generated":true,"unit":"ipie-000042#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is an emerging scientific consensus that content labels and corrective information are effective tools for mitigating the impact of misinformation on social media users' perceptions.","ai_generated":true,"unit":"ipie-000042#insight-1","date_modified":"2026-10-23"},{"text":"While several other countermeasures are deemed reasonable, there is significantly less scientific consensus regarding their actual effectiveness. These include content or account moderation, media and information literacy, advertising policy adjustments, content reporting changes, limiting user sharing, disclosure, redirection, security/verification requirements, and self-fact-checking.","ai_generated":true,"unit":"ipie-000042#insight-2","date_modified":"2026-10-23"},{"text":"The current body of research is heavily skewed toward English-language publications and Western countries, failing to provide sufficient insight into the problem in other global regions.","ai_generated":true,"unit":"ipie-000042#insight-3","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Switzerland"],"frame_perspective":[],"analysis_type":["systematic review","meta-analysis"]},{"id":"ipie-000043","url":"https://climateinsightsdirectory.org/document/ipie-000043","title":"Strategien zur Verbesserung der globalen Informationslandschaft","publisher":{"name":"International Panel on the Information Environment","organization":"international-panel-on-the-information-environment"},"document_type":"executive summary","language":"de","date_published":"2023","source_url":"https://cdn.prod.website-files.com/643ecb10be528d2c1da863cb/6563aee3c1f564efee00be58_SFP2023.1%20-%20DE.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The IPIE analyzed 4,798 peer-reviewed publications, including a systematic review of 588 articles and a meta-analysis of 43 experiments, to evaluate strategies for improving the global information environment. The findings establish a scientific consensus that content labeling and corrective information are effective in reducing the impact of misinformation on user perceptions. While other interventions such as content moderation and media literacy are plausible, there is less consensus on their effectiveness due to inconsistent study designs and a lack of measurable impact data. The report highlights significant research gaps, noting that most studies are published in English and focus on Western countries, and calls for more standardized definitions, better access to platform data, and more diverse, multilingual research to better understand the global information landscape.","ai_generated":true,"unit":"ipie-000043#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is an emerging scientific consensus that content labeling and the provision of corrective information are effective at reducing the impact of misinformation on how users perceive information.","ai_generated":true,"unit":"ipie-000043#insight-1","date_modified":"2026-10-23"},{"text":"While other countermeasures are considered plausible, there is significantly less scientific consensus regarding their actual effectiveness.","ai_generated":true,"unit":"ipie-000043#insight-2","date_modified":"2026-10-23"},{"text":"The current body of research is limited by a lack of standardized metrics and definitions, with fewer than one-fifth of the reviewed studies providing measurable impacts for their proposed countermeasures.","ai_generated":true,"unit":"ipie-000043#insight-3","date_modified":"2026-10-23"},{"text":"Research on misinformation is heavily skewed toward English-language publications and Western contexts, leaving a gap in understanding user experiences in other languages and non-Western regions.","ai_generated":true,"unit":"ipie-000043#insight-4","date_modified":"2026-10-23"},{"text":"Certain plausible strategies, specifically media literacy campaigns and redirecting users to correct information, have received substantially less research attention, particularly within the natural and health sciences.","ai_generated":true,"unit":"ipie-000043#insight-5","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Switzerland"],"frame_perspective":[],"analysis_type":["systematic review","meta-analysis"]},{"id":"ipie-000046","url":"https://climateinsightsdirectory.org/document/ipie-000046","title":"Estratégias para melhorar o ambiente de informação global","publisher":{"name":"International Panel on the Information Environment","organization":"international-panel-on-the-information-environment"},"document_type":"executive summary","language":"pt","date_published":"2023","source_url":"https://cdn.prod.website-files.com/643ecb10be528d2c1da863cb/6563aef13ec907e41b46d964_SFP2023.1%20-%20PT.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The document identifies content labeling and corrective information as the only two countermeasures with emerging scientific consensus and empirical validation for reducing the effects of misinformation on user perception. While other strategies like content moderation and media literacy are considered plausible, the report highlights a critical lack of robust, multi-lingual, and non-Western research, noting that less than one-fifth of studied countermeasures reported a measurable impact.","ai_generated":true,"unit":"ipie-000046#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is an emerging scientific consensus that content labels and corrective information are effective at reducing the impact of misinformation on user perceptions of accuracy, credibility, and reliability.","ai_generated":true,"unit":"ipie-000046#insight-1","date_modified":"2026-10-23"},{"text":"A meta-analysis of 43 experiments from 18 peer-reviewed publications validated content labeling and corrective information, while other interventions remain plausible but with uncertain effects.","ai_generated":true,"unit":"ipie-000046#insight-2","date_modified":"2026-10-23"},{"text":"The current body of research is heavily skewed toward English-language publications and Western countries, creating a need for more transnational and multi-lingual studies.","ai_generated":true,"unit":"ipie-000046#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant gap between the number of proposed countermeasures and those with measurable evidence; fewer than 20% of studies reporting countermeasures mention a measurable impact.","ai_generated":true,"unit":"ipie-000046#insight-4","date_modified":"2026-10-23"},{"text":"The research landscape lacks standardized definitions and measures, and there is insufficient access to real-world data from technology companies to properly evaluate the relationship between information operations and behavioral changes.","ai_generated":true,"unit":"ipie-000046#insight-5","date_modified":"2026-10-23"},{"text":"Certain strategies, specifically media and information literacy campaigns and user redirection to correct information, are significantly under-studied, particularly within the physical and health sciences.","ai_generated":true,"unit":"ipie-000046#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Switzerland"],"frame_perspective":[],"analysis_type":["systematic review","meta-analysis"]},{"id":"ipie-000047","url":"https://climateinsightsdirectory.org/document/ipie-000047","title":"Mikakati ya Kuimarisha Mazingira ya Taarifa Kimataifa","publisher":{"name":"International Panel on the Information Environment","organization":"international-panel-on-the-information-environment"},"document_type":"executive summary","language":"sw","date_published":"2023","source_url":"https://cdn.prod.website-files.com/643ecb10be528d2c1da863cb/6563aef754a59afdcfc30aa4_SFP2023.1%20-%20SW.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The International Panel on the Information Environment (IPIE) analyzed 4,798 peer-reviewed publications to identify effective countermeasures against digital misinformation. The synthesis, comprising a systematic review of 588 articles and a meta-analysis of 43 experiments from 18 publications, found emerging scientific consensus that content labeling and corrective information are effective in reducing the impact of misinformation on user beliefs. Other strategies, such as content moderation, media literacy, and reporting mechanisms, are considered acceptable but lack consistent evidence of effectiveness. The report highlights a critical need for more research involving non-English languages, diverse global geographies beyond Western countries, and access to real-world industry data to strengthen the global information environment.","ai_generated":true,"unit":"ipie-000047#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is an emerging scientific consensus that two specific design solutions—content labeling and the provision of corrective information—are effective in reducing the impact of misinformation on user beliefs.","ai_generated":true,"unit":"ipie-000047#insight-1","date_modified":"2026-10-23"},{"text":"While many other countermeasures are considered acceptable, there is insufficient scientific agreement regarding their actual effectiveness; fewer than 20% of studies proposing countermeasures report a measurable impact.","ai_generated":true,"unit":"ipie-000047#insight-2","date_modified":"2026-10-23"},{"text":"Current research on misinformation is heavily skewed toward Western countries and English-language content, leaving a gap in understanding how these issues manifest in other languages and global contexts.","ai_generated":true,"unit":"ipie-000047#insight-3","date_modified":"2026-10-23"},{"text":"The report identifies several critical requirements to improve the global understanding of the information environment, including the need for real-world social media data from industry sources and more standardized reporting of research results.","ai_generated":true,"unit":"ipie-000047#insight-4","date_modified":"2026-10-23"},{"text":"The analysis reveals that research into countermeasures is unevenly distributed across disciplines; social and behavioral sciences lead the research, while computer science and engineering focus primarily on content moderation.","ai_generated":true,"unit":"ipie-000047#insight-5","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Switzerland"],"frame_perspective":[],"analysis_type":["systematic review","meta-analysis"]},{"id":"isdglo-000058","url":"https://climateinsightsdirectory.org/document/isdglo-000058","title":"Access to Social Media Data for Public Interest Research: Lessons Learnt and Recommendations for Strengthening Initiatives in the EU and Beyond","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/2023/06/Access-to-Social-Media-Data-for-Public-Interest-Research-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the information asymmetry between social media platforms and public interest researchers, identifying technological, legal, and ethical barriers to data access. It evaluates existing mechanisms such as transparency reporting, API access, and crowdsourced data donations, while analyzing the impact of the EU's Digital Services Act (DSA) and GDPR. The authors recommend the creation of an independent intermediary body to vet researchers and the alignment of international standards to ensure a safe, transparent, and evidence-based approach to studying the societal impacts of digital platforms.","ai_generated":true,"unit":"isdglo-000058#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Public interest research on social media is hindered by an information asymmetry where researchers depend on platforms to measure phenomena like polarization, unlike environmental science which does not depend on the oil industry to measure CO2.","ai_generated":true,"unit":"isdglo-000058#insight-1","date_modified":"2026-10-23"},{"text":"Data access barriers include technological restrictions (such as end-to-end encryption and blockchain), fragmentation where content cannot be searched systematically across a platform, and legal hurdles related to Terms of Service violations during scraping.","ai_generated":true,"unit":"isdglo-000058#insight-2","date_modified":"2026-10-23"},{"text":"Transparency reporting by companies often lacks utility because of arbitrary or unclear content categories, which can be used to present platforms in an overly positive light.","ai_generated":true,"unit":"isdglo-000058#insight-3","date_modified":"2026-10-23"},{"text":"The Social Science One project demonstrated that industry-academic partnerships can be severely delayed by privacy concerns, resulting in highly aggregated datasets with limited utility and reliability issues, such as the exclusion of a third of the US population.","ai_generated":true,"unit":"isdglo-000058#insight-4","date_modified":"2026-10-23"},{"text":"Crowdsourced data and data donations, such as Mozilla's investigations into YouTube, provide insights into real user behavior and algorithms despite platform unwillingness to share data, though they face selection and reporting biases.","ai_generated":true,"unit":"isdglo-000058#insight-5","date_modified":"2026-10-23"},{"text":"The EU's Digital Services Act (DSA) introduces obligations for very large online platforms (VLOPs) to grant data access to vetted researchers to help detect and understand systemic risks.","ai_generated":true,"unit":"isdglo-000058#insight-6","date_modified":"2026-10-23"},{"text":"The GDPR provides a 'compatibility presumption' under Article 5(1)(b), which facilitates the processing of personal data for research purposes in the public interest, provided appropriate safeguards like pseudonymisation are used.","ai_generated":true,"unit":"isdglo-000058#insight-7","date_modified":"2026-10-23"},{"text":"The report recommends establishing an independent intermediary body to certify researchers and verify research quality, reducing the burden on under-resourced institutions and ensuring technical expertise in vetting.","ai_generated":true,"unit":"isdglo-000058#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation"],"geography_discussed":["Canada","France","Ireland","Slovakia","Switzerland","United States","United Kingdom","Germany","Australia"],"frame_perspective":[],"analysis_type":["policy review","case study analysis","recommendation report"]},{"id":"isdglo-000081","url":"https://climateinsightsdirectory.org/document/isdglo-000081","title":"Datenzugang zu Social-Media-Plattformen für die Forschung: Lehren aus bisherigen Maßnahmen und Empfehlungen zur Stärkung von Initiativen inner- und außerhalb der EU","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"report","language":"de","date_published":"2023","source_url":"https://www.isdglobal.org/wp-content/uploads/2023/06/Datenzugang-zu-Social-Media-Plattformen-fur-die-Forschung-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the challenges and opportunities for researchers accessing social media data, focusing on the tension between data privacy and the public interest. It analyzes current tools like APIs and transparency reports, evaluates the impact of the EU's Digital Services Act (DSA), and proposes the creation of an independent intermediary body to manage researcher accreditation and data access across liberal-democratic states.","ai_generated":true,"unit":"isdglo-000081#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Researchers face significant technological and legal barriers to data access, including the use of end-to-end encryption, the rise of blockchain-based platforms like Odysee that lack APIs, and the fragmentation of data across different platform services.","ai_generated":true,"unit":"isdglo-000081#insight-1","date_modified":"2026-10-23"},{"text":"The report identifies three primary categories of platform data: user-generated data (activities and interactions), platform curation data (moderation and ranking information), and platform decision-making data (internal processes and architecture experiments).","ai_generated":true,"unit":"isdglo-000081#insight-2","date_modified":"2026-10-23"},{"text":"Current transparency reporting is often insufficient because platforms use arbitrary or opaque categories that can hide valuable insights, such as YouTube grouping 'spam' and 'misleading content' together.","ai_generated":true,"unit":"isdglo-000081#insight-3","date_modified":"2026-10-23"},{"text":"The EU's Digital Services Act (DSA) introduces mandatory transparency reporting and requires Very Large Online Platforms (VLOPs) to provide vetted researchers with real-time access to public data to help identify systemic risks.","ai_generated":true,"unit":"isdglo-000081#insight-4","date_modified":"2026-10-23"},{"text":"The Social Science One project demonstrated that relying on voluntary industry partnerships can lead to reduced datasets and statistical uncertainty, particularly when platforms apply Differential Privacy to protect user anonymity.","ai_generated":true,"unit":"isdglo-000081#insight-5","date_modified":"2026-10-23"},{"text":"Crowdsourcing and data donations via browser extensions provide a viable alternative to APIs for studying algorithms, as seen in Mozilla's studies on YouTube, though they are resource-intensive and subject to selection bias.","ai_generated":true,"unit":"isdglo-000081#insight-6","date_modified":"2026-10-23"},{"text":"The report recommends the establishment of an independent intermediary body to certify researcher qualifications, review project proposals, and manage data access to avoid conflicts of interest and reduce the burden on smaller institutions.","ai_generated":true,"unit":"isdglo-000081#insight-7","date_modified":"2026-10-23"},{"text":"To ensure international harmonization, the report suggests adopting the EU's GDPR standards—specifically exceptions for scientific research and public interest archiving—as a global benchmark for data protection.","ai_generated":true,"unit":"isdglo-000081#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation"],"geography_discussed":["United States","France","United Kingdom","Ireland","Canada","Switzerland","Slovakia"],"frame_perspective":[],"analysis_type":["policy analysis","recommendations report"]},{"id":"isdglo-000167","url":"https://climateinsightsdirectory.org/document/isdglo-000167","title":"A Year of Hate","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/2023/06/Understanding-Threats-and-Harassment-Targeting-Drag-Shows-and-the-LGBTQ-Community.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a global convergence of far-right groups, conspiracy theorists, and 'parents' rights' movements targeting drag events to denigrate the LGBTQ+ community. While the US is the primary driver of narratives and the only country in the set to pass anti-drag legislation, similar tactics like doxxing and harassment are appearing globally. The report highlights the use of 'save the children' and 'groomer' narratives to justify extremism and warns that these fringe tropes are becoming mainstreamed in political discourse.","ai_generated":true,"unit":"isdglo-000167#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Anti-drag activism is driven by loose coalitions consisting of far-right groups, COVID-19 conspiracy theorists, fundamentalist religious activists, and right-wing influencers. While political support for these actions exists in France, Australia, and the US, only in the US are a significant number of mainstream party elected representatives actively engaging in anti-drag rhetoric.","ai_generated":true,"unit":"isdglo-000167#insight-1","date_modified":"2026-10-23"},{"text":"The United States serves as the global epicenter for anti-drag activity, recording the highest number of protests and violent incidents, including the Club Q shooting and an attempted arson. The US also exports the narratives and tactics used by movements in other countries and is the only reviewed nation where anti-drag legislation has been successfully enacted.","ai_generated":true,"unit":"isdglo-000167#insight-2","date_modified":"2026-10-23"},{"text":"Anti-LGBTQ+ actors globally employ a shared set of harassment tactics, including doxxing, threats of violence, coordinated harassment of venues, and 'review bombing' of public services. Despite these pressures, the majority of targeted performances are not cancelled; in the US dataset, only 6.4% of targeted performances were cancelled.","ai_generated":true,"unit":"isdglo-000167#insight-3","date_modified":"2026-10-23"},{"text":"The 'protecting children' narrative is the primary justification for extreme protests, framing drag performers as 'groomers' or predatory 'ideological indoctrinators'. This framework often overlaps with QAnon-related 'save the children' conspiracy theories to justify extreme actions as necessary to prevent harm to minors.","ai_generated":true,"unit":"isdglo-000167#insight-4","date_modified":"2026-10-23"},{"text":"Several secondary narratives are used to delegitimize LGBTQ+ identities, including framing drag as misogyny (primarily in the UK and Australia), conflating drag performers with transgender individuals, and claiming that LGBTQ+ identities are a 'gender ideology'. In Australia, some activists specifically link LGBTQ+ identities to Satanism, describing performers as 'demons'.","ai_generated":true,"unit":"isdglo-000167#insight-5","date_modified":"2026-10-23"},{"text":"Anti-drag activists frequently target public libraries and councils by claiming that hosting drag events is a waste of public resources. This narrative is used as a vector to pressure local governments to cancel events through template complaints and harassment.","ai_generated":true,"unit":"isdglo-000167#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Ireland","Finland","Sweden","Switzerland","Europe","Central Asia"],"frame_perspective":[],"analysis_type":["narrative analysis","ethnographic monitoring"]},{"id":"prio-001549","url":"https://climateinsightsdirectory.org/document/prio-001549","title":"Disruptive Technology and the Total Defence Concept","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2023","source_url":"https://cdn.cloud.prio.org/files/90b7e6b9-d7ff-4f47-aec4-b9d1b98df0e9/Martins Stai and Csernatoni - Disruptive Technology and the Total Defence Concept PRIO Paper 2023.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The document examines the intersection of disruptive technologies and the 'total defence' concept, focusing on Norway. It argues that the rise of dual-use technologies and hybrid warfare necessitates a re-evaluation of civil-military relations and societal resilience. The authors introduce a framework consisting of temporality, performativity, and imagination to guide policy and operational adaptation. The report highlights lessons from the war in Ukraine, such as the role of commercial tech giants and the vulnerability of critical energy infrastructure, and recommends increased civil-military R&D and improved digital literacy to enhance national security.","ai_generated":true,"unit":"prio-001549#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The authors propose a new framework for understanding disruptive technology in security and defence based on three pillars: temporality (speed and evolution), performativity (the power of language and symbols to produce change), and imagination (the ideational conception of a desirable future).","ai_generated":true,"unit":"prio-001549#insight-1","date_modified":"2026-10-23"},{"text":"Norway's total defence strategy has evolved from a Cold War 'people's defence' focused on mass mobilization and territorial deterrence to a modern approach emphasizing reciprocity, where the military supports civilian domains in crisis management and hybrid threat response.","ai_generated":true,"unit":"prio-001549#insight-2","date_modified":"2026-10-23"},{"text":"The war in Ukraine demonstrates that critical energy infrastructure has become a primary target for military and hybrid warfare, which is particularly relevant for Norway as Europe's main natural gas supplier.","ai_generated":true,"unit":"prio-001549#insight-3","date_modified":"2026-10-23"},{"text":"The conflict in Ukraine highlights the significant role of commercial technology companies, such as Microsoft, Google, and SpaceX, in providing cybersecurity, counter-drone technology, and financial support to the war effort.","ai_generated":true,"unit":"prio-001549#insight-4","date_modified":"2026-10-23"},{"text":"The increasing use of dual-use technologies creates risks including the militarization of science, the use of invasive technologies by law enforcement, and the potential for unintended escalation due to technology performance errors.","ai_generated":true,"unit":"prio-001549#insight-5","date_modified":"2026-10-23"},{"text":"Hybrid warfare utilizing drones and cyber-attacks targets civilian infrastructure and psychological stability, making digital literacy a critical component of societal resilience.","ai_generated":true,"unit":"prio-001549#insight-6","date_modified":"2026-10-23"},{"text":"Civil-military technology transfer is often hindered by stark differences in business practices, a lack of social ties between the two sectors, and resistance from civilian engineers to cooperate with the military.","ai_generated":true,"unit":"prio-001549#insight-7","date_modified":"2026-10-23"},{"text":"The report recommends that governments promote needs-based R&D in disruptive technologies while balancing this against the risk of skewing research toward purely martial or geopolitical ends.","ai_generated":true,"unit":"prio-001549#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Ukraine","Russia","Sweden","Finland","Switzerland","Singapore","Taiwan","European Union"],"frame_perspective":[],"analysis_type":["conceptual framework","policy analysis","case study"]},{"id":"tess-000087","url":"https://climateinsightsdirectory.org/document/tess-000087","title":"SUSTAINABILITY STANDARDS AND REQUIREMENTS FOR AGRICULTURE","publisher":{"name":"Forum on Trade, Environment, & the SDGs","organization":"forum-on-trade-environment-the-sdgs"},"document_type":"policy brief","language":"en","date_published":"2023","source_url":"https://lyrical-cormorant.files.svdcdn.com/production/assets/images/Publications/Policy-brief_UNEP-ITC-TESS_Sustainable-Agriculture-Standards.pdf?dm=1695371738","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the interplay between regulatory requirements and voluntary sustainability standards in the agricultural sector. It highlights how these instruments can drive sustainable production but may also create trade barriers for smallholder farmers and MSMEs in developing countries. The brief advocates for a 'smart mix' of mandatory and voluntary approaches, supported by technological advances in traceability and the potential development of a global 'Codex Planetarius' for minimum environmental standards.","ai_generated":true,"unit":"tess-000087#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Sustainability requirements in agriculture are divided into mandatory regulatory requirements, which are government-led and can block market access if not met, and voluntary standards, which are often industry or NGO-led and can become de facto mandatory due to consumer demand or supply chain requirements.","ai_generated":true,"unit":"tess-000087#insight-1","date_modified":"2026-10-23"},{"text":"Voluntary sustainability standards have shown positive outcomes in reducing deforestation and pesticide use and increasing farm income, but their effectiveness is limited by local economic and political contexts and they rarely improve wages for farm workers.","ai_generated":true,"unit":"tess-000087#insight-2","date_modified":"2026-10-23"},{"text":"Sustainability requirements can act as trade barriers for Micro, Small and Medium Enterprises (MSMEs) and smallholder farmers in developing countries due to high compliance costs and the complexity of navigating numerous differing standards.","ai_generated":true,"unit":"tess-000087#insight-3","date_modified":"2026-10-23"},{"text":"The European Union and United Kingdom are implementing regulations to restrict imports linked to illegal forestry and deforestation, specifically targeting commodities such as coffee, cocoa, soya, and palm oil through mandatory due diligence.","ai_generated":true,"unit":"tess-000087#insight-4","date_modified":"2026-10-23"},{"text":"The EU is exploring 'mirror clauses' to ensure that imported agricultural products meet the same environmental, animal welfare, and health standards as those produced domestically to prevent the undermining of EU sustainability efforts.","ai_generated":true,"unit":"tess-000087#insight-5","date_modified":"2026-10-23"},{"text":"A proposed global system of minimum environmental standards for food, termed 'Codex Planetarius', aims to harmonize standards for globally traded foods to address biodiversity loss, GHG emissions, and soil health.","ai_generated":true,"unit":"tess-000087#insight-6","date_modified":"2026-10-23"},{"text":"Technological advances such as blockchain, AI, and the Internet of Things (IoT) are being used to improve supply chain traceability, which can reduce data errors and potentially increase revenue through sustainability premiums.","ai_generated":true,"unit":"tess-000087#insight-7","date_modified":"2026-10-23"},{"text":"The document proposes a 'smart mix' approach where mandatory regulations ensure a level playing field while voluntary standards provide flexible, tailored implementation tools and data to operationalize the law.","ai_generated":true,"unit":"tess-000087#insight-8","date_modified":"2026-10-23"}],"climate_tags":["sustainable agriculture","deforestation","greenhouse gas emissions","biodiversity conservation","climate finance","blockchain","smallholder"],"geography_discussed":["European Union","United Kingdom","Switzerland","Chile","Malaysia","United States","France","Germany"],"frame_perspective":[],"analysis_type":["policy analysis","trade impact assessment"]}]}