{"query_echo":{"q":"","filters":{"analysis_type":["qualitative analysis"]},"warnings":[]},"total":{"value":138,"relation":"eq"},"page":3,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=qualitative+analysis&page=3","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=qualitative+analysis&page=4","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":"geconco-000105","url":"https://climateinsightsdirectory.org/document/geconco-000105","title":"Mapping the Global Youth Climate Movement","publisher":{"name":"Green Economy Coalition","organization":"green-economy-coalition"},"document_type":"report","language":"en","date_published":"2023-02","source_url":"https://www.greeneconomycoalition.org/assets/reports/GEC-Reports/YCM-2023/Mapping-the-Global-YCM-March23-FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report maps the global youth climate movement (YCM), finding a strong consensus that capitalism and colonialism are the root causes of the climate crisis, yet a significant lack of coherent theories of change to translate this analysis into systemic transformation. While many groups remain wedded to reformist tactics like school strikes, an emerging 'Radical Green' wing is developing strategic fluency. The movement faces critical gaps in funding, organisational structure, and vision-building, particularly in the post-pandemic landscape.","ai_generated":true,"unit":"geconco-000105#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A majority of the youth climate movement (YCM) agrees on a systemic analysis of the climate crisis, with 54% of surveyed groups identifying \"a system that puts profit over people and planet\" as the root cause. Among these, 89% specifically name capitalism and (neo-)colonialism as the drivers of ecological breakdown.","ai_generated":true,"unit":"geconco-000105#insight-1","date_modified":"2026-10-23"},{"text":"Despite agreement on root causes, the YCM lacks a coherent, shared theory of change. Many groups exhibit strategic incoherence, such as identifying the system as the root cause but pursuing visions of new political leadership or missions of general environmental awareness.","ai_generated":true,"unit":"geconco-000105#insight-2","date_modified":"2026-10-23"},{"text":"There is a significant 'vision breakdown' where groups fail to translate their systemic analysis into a vision for structural change. This is attributed to a lack of deep analysis regarding how capitalism operates and a 'strategic dogma' in some groups, such as those committed to the Fridays For Future (FFF) model of school strikes and demanding leaders 'listen to the science'.","ai_generated":true,"unit":"geconco-000105#insight-3","date_modified":"2026-10-23"},{"text":"The report identifies a 'radical education effect,' particularly in regions like West Africa, where groups use environmental education not as an end in itself, but as a prerequisite to build the radical consciousness necessary for green economic transformation.","ai_generated":true,"unit":"geconco-000105#insight-4","date_modified":"2026-10-23"},{"text":"An emerging 'Radical Green' wing of the YCM is demonstrating 'strategic fluency,' moving beyond aesthetics to develop concrete plans for ruptural change, including engaging fossil-dependent communities and forming coalitions with workers and unions.","ai_generated":true,"unit":"geconco-000105#insight-5","date_modified":"2026-10-23"},{"text":"The YCM requires substantial support to increase its impact, most notably in funding. This includes operational support for basic maintenance, project-based funding for international coordination, and core funding for activist salaries to reduce reliance on volunteers.","ai_generated":true,"unit":"geconco-000105#insight-6","date_modified":"2026-10-23"},{"text":"Beyond finance, the movement needs organisational development in three areas: establishing stable internal structures to prevent burnout, developing explicit movement strategies and policy research, and fostering higher levels of domestic and international networking.","ai_generated":true,"unit":"geconco-000105#insight-7","date_modified":"2026-10-23"},{"text":"The internet stocktake identified 292 youth climate groups globally, noting that Africa appears to have the most vibrant movement in terms of the number of groups identified, survey completion rates, and responsiveness to interviews.","ai_generated":true,"unit":"geconco-000105#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate justice","environmental education","climate policy","climate finance"],"geography_discussed":["Africa","Europe","North America","South America","Asia","Oceania"],"frame_perspective":[],"analysis_type":["mapping","strategic assessment","qualitative analysis"]},{"id":"isdglo-000155","url":"https://climateinsightsdirectory.org/document/isdglo-000155","title":"The Hydra on the Web: Challenges Associated with Extremist Use of the Fediverse","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/The-Hydra-on-the-Web.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report examines the use of PeerTube, a decentralized video platform, by far-right and conspiracy movements in Germany. It finds that while these actors occupy a small fraction of the Fediverse, they exploit its decentralized structure to avoid the moderation and legal requirements of centralized platforms. Through network analysis and case studies, the report demonstrates that PeerTube often serves as a back-up for 'deplatforming' and that success on the platform is heavily dependent on pre-existing audience popularity. The authors argue that state regulation is limited by the software's nature and suggest community-led moderation and isolation of extremist instances as more effective responses.","ai_generated":true,"unit":"isdglo-000155#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"PeerTube's decentralized architecture creates a 'hydra effect' where the network survives even if individual connected servers are removed, allowing new servers to be added easily.","ai_generated":true,"unit":"isdglo-000155#insight-1","date_modified":"2026-10-23"},{"text":"There is no central authority for content moderation on PeerTube; content can only be removed from the network if the server operator chooses to do so or if the server is switched off.","ai_generated":true,"unit":"isdglo-000155#insight-2","date_modified":"2026-10-23"},{"text":"Far-right and conspiracy actors represent only a small portion of the overall Fediverse and primarily network among themselves, though some connect to the wider network via highly networked servers.","ai_generated":true,"unit":"isdglo-000155#insight-3","date_modified":"2026-10-23"},{"text":"PeerTube is primarily used as a back-up option following deplatforming from YouTube, but the deletion of YouTube channels does not always result in a proportional increase in PeerTube account registrations.","ai_generated":true,"unit":"isdglo-000155#insight-4","date_modified":"2026-10-23"},{"text":"Success and viewership on PeerTube instances are strongly linked to the pre-established popularity of the individuals or organizations involved rather than the volume of content uploaded.","ai_generated":true,"unit":"isdglo-000155#insight-5","date_modified":"2026-10-23"},{"text":"PeerTube instances frequently serve as refuges for disinformation, particularly regarding the COVID-19 pandemic and conspiracy theories about global elites and the war in Ukraine.","ai_generated":true,"unit":"isdglo-000155#insight-6","date_modified":"2026-10-23"},{"text":"State regulation, including the German Network Enforcement Act (NetzDG) and the EU's Digital Services Act, is limited in effectiveness because many instances lack the required user numbers for reporting obligations and are not operated for profit.","ai_generated":true,"unit":"isdglo-000155#insight-7","date_modified":"2026-10-23"},{"text":"The federation system allows users to view illegal or extremist content on an instance even if that instance's operator claims to moderate such content, as the content is hosted on a different federated server.","ai_generated":true,"unit":"isdglo-000155#insight-8","date_modified":"2026-10-23"},{"text":"Community-based moderation, such as the use of curated blocklists to isolate extremist instances, is proposed as a more viable alternative to state legal measures.","ai_generated":true,"unit":"isdglo-000155#insight-9","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["France","European Union"],"frame_perspective":[],"analysis_type":["network analysis","case study","qualitative analysis","quantitative analysis"]},{"id":"isdglo-000165","url":"https://climateinsightsdirectory.org/document/isdglo-000165","title":"Uisce Faoi Thalamh An Investigation Into the Online Mis- and Disinformation Ecosystem in Ireland","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"report","language":"en","date_published":"2023","source_url":"https://www.isdglobal.org/wp-content/uploads/2023/11/Uisce-Faoi-Thalamh_Platform-Analysis.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes 12 social media platforms and various fundraising mechanisms used by actors in the Irish mis- and disinformation ecosystem. It finds that Twitter (X) is the most popular platform for these activities, while Telegram has seen exponential growth as a hub for original content and Russian state-backed media. Mainstream platforms like Facebook and Instagram show a shift in focus from COVID-19 health misinformation toward anti-immigration narratives. Alternative platforms such as Gab, Gettr, BitChute, and Rumble are used to host more explicit hate speech, including Holocaust denial and neo-Nazism, often serving as storage for content that would be banned on mainstream sites. Additionally, the report identifies 41 entities using 27 different donation platforms, including Stripe and PayPal, often in violation of the platforms' terms of service regarding hate speech and disinformation.","ai_generated":true,"unit":"isdglo-000165#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Twitter (X) is the most dominant platform in the Irish mis- and disinformation ecosystem, with 1,158 accounts producing 11.7 million tweets between January 2020 and April 2023. A small number of highly prolific accounts drive the majority of activity, with the top 10 accounts responsible for over 14% and the top 50 for over 35% of total content.","ai_generated":true,"unit":"isdglo-000165#insight-1","date_modified":"2026-10-23"},{"text":"Telegram has experienced exponential growth within the ecosystem, evolving from 23 channels publishing an average of 38 posts per day in 2020 to 102 channels averaging 1,150 posts per day in 2022. Unlike Twitter, Telegram is primarily used for original content, with 69% of all activity consisting of original posts rather than forwards.","ai_generated":true,"unit":"isdglo-000165#insight-2","date_modified":"2026-10-23"},{"text":"There is a clear thematic shift across mainstream platforms (Facebook, Instagram, and Twitter) where health-related discussions, which dominated during the COVID-19 pandemic, have been superseded by immigration-focused narratives from 2022 onwards.","ai_generated":true,"unit":"isdglo-000165#insight-3","date_modified":"2026-10-23"},{"text":"Alternative platforms like Gab and Gettr are used to disseminate extreme content that is typically banned on mainstream sites, including explicit antisemitism and Holocaust denial. Gemma O'Doherty is identified as a prominent actor using these platforms for such purposes.","ai_generated":true,"unit":"isdglo-000165#insight-4","date_modified":"2026-10-23"},{"text":"Telegram serves as a significant conduit for Russian state-backed media in Ireland, specifically through the RIPT News Media Ireland channel, which shares content from RT to bypass EU sanctions and blocks.","ai_generated":true,"unit":"isdglo-000165#insight-5","date_modified":"2026-10-23"},{"text":"YouTube is used by Irish actors to produce and monetise misleading claims via livestreams and the 'Super Chats' feature. Actors also employ a cross-posting strategy, uploading 24.2% of their YouTube content to alternative platforms like BitChute, Rumble, or Odysee to ensure content survives if their mainstream accounts are terminated.","ai_generated":true,"unit":"isdglo-000165#insight-6","date_modified":"2026-10-23"},{"text":"TikTok is less prominent than other platforms, but its algorithms may amplify controversial content; some videos from accounts with low follower counts reached over one million views. Content on TikTok frequently involves the harassment and doxxing of migrants.","ai_generated":true,"unit":"isdglo-000165#insight-7","date_modified":"2026-10-23"},{"text":"Alternative video platforms (BitChute, Rumble, Odysee, and DLive) are primarily used as storage spaces rather than for audience growth, with 25% of uploads on the three main sites being cross-posted videos.","ai_generated":true,"unit":"isdglo-000165#insight-8","date_modified":"2026-10-23"},{"text":"Actors in the Irish mis- and disinformation ecosystem use 27 different fundraising mechanisms to solicit financial support. Stripe and PayPal are the most popular, despite both having policies prohibiting the promotion of hate or discriminatory content.","ai_generated":true,"unit":"isdglo-000165#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation"],"geography_discussed":["Northern Ireland","United Kingdom","United States","Russia","Ukraine"],"frame_perspective":[],"analysis_type":["platform analysis","content analysis","quantitative analysis","qualitative analysis"]},{"id":"isdglo-000169","url":"https://climateinsightsdirectory.org/document/isdglo-000169","title":"Web 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/2024/01/Web-of-Hate_A-Retrospective-Study-of-Online-Gendered-Abuse-in-2022-in-the-United-States_update.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes online gendered abuse in the US during 2022, focusing on events like the Depp v. Heard trial and the reversal of Roe v. Wade. It finds that these events acted as catalysts for misogynistic content, particularly targeting women in politics and those with intersecting identities. The study highlights the role of influencers like Andrew Tate and Nick Fuentes in spreading hate and criticizes social media platforms for inconsistent enforcement of their hate speech policies, especially in comment sections and regarding non-textual content.","ai_generated":true,"unit":"isdglo-000169#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Certain high-profile events in 2022 served as primary catalysts for misogynistic speech, with the highest volumes of abuse linked to the Depp v. Heard trial, the US midterm elections, and political figures such as Nancy Pelosi and Liz Cheney.","ai_generated":true,"unit":"isdglo-000169#insight-1","date_modified":"2026-10-23"},{"text":"Women in politics, particularly Democrats and women of color, were targeted by gendered disinformation across all analyzed platforms, with Telegram identified as being especially toxic.","ai_generated":true,"unit":"isdglo-000169#insight-2","date_modified":"2026-10-23"},{"text":"Women with intersecting identities faced compounded abuse; for example, over 80% of analyzed Facebook posts regarding trans athlete Lia Thomas were classified as transphobic, and Brittney Griner was targeted with a combination of racism, homophobia, and misgendering.","ai_generated":true,"unit":"isdglo-000169#insight-3","date_modified":"2026-10-23"},{"text":"A small group of influential actors, including Andrew Tate, Jack Posobiec, and Nick Fuentes, significantly drive the spread of misogynistic rhetoric, often bypassing platform restrictions through fan accounts or alternative platforms.","ai_generated":true,"unit":"isdglo-000169#insight-4","date_modified":"2026-10-23"},{"text":"The prevalence of misogyny in image and video formats exposes the inadequacy of text-based content moderation, particularly on Facebook and Telegram where violent imagery often lacks accompanying misogynistic keywords in captions.","ai_generated":true,"unit":"isdglo-000169#insight-5","date_modified":"2026-10-23"},{"text":"Misogynistic content often utilizes a cross-platform strategy, using platforms like Telegram to redirect users to other sites such as TikTok or BitChute to ensure content remains accessible after removal from mainstream sites.","ai_generated":true,"unit":"isdglo-000169#insight-6","date_modified":"2026-10-23"},{"text":"While major platforms (Twitter, Facebook, YouTube, and TikTok) have policies against gendered abuse, enforcement is inconsistent and often fails to address toxic comment sections and replies.","ai_generated":true,"unit":"isdglo-000169#insight-7","date_modified":"2026-10-23"},{"text":"Telegram is characterized by the most permissive environment for misogyny due to a lack of specific policies against misogynistic speech and images and a 'hands-off' approach to moderation.","ai_generated":true,"unit":"isdglo-000169#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Taiwan","Russia"],"frame_perspective":[],"analysis_type":["retrospective study","cross-platform analysis","quantitative analysis","qualitative analysis"]},{"id":"sei-000992","url":"https://climateinsightsdirectory.org/document/sei-000992","title":"Adaptation Finance Madagascar","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2022-12-07","source_url":"https://www.sei.org/publications/adaptation-finance-madagascar","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study investigates a UN Adaptation Fund project in Madagascar's Aloatra-Mangoro region, finding that project benefits disproportionately accrued to households with higher political connectivity rather than the most vulnerable, thereby exacerbating local inequality.","ai_generated":true,"unit":"sei-000992#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Analysis of 599 household surveys using a multi-level model reveals that households receiving project benefits possessed higher levels of political connectivity compared to those who did not participate.","ai_generated":true,"unit":"sei-000992#insight-1","date_modified":"2026-10-23"},{"text":"The UN Adaptation Fund project likely failed to target the most vulnerable populations, instead benefiting households already better positioned to adapt and increasing inequality within the targeted communities.","ai_generated":true,"unit":"sei-000992#insight-2","date_modified":"2026-10-23"}],"climate_tags":["adaptation finace","climate change adaptation"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["quantitative analysis","qualitative analysis","mixed-methods"]},{"id":"sei-002822","url":"https://climateinsightsdirectory.org/document/sei-002822","title":"Enhancing resilience to global crises in the UNFCCC climate arena","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2022-11","source_url":"https://www.sei.org/wp-content/uploads/2022/11/unfccc-resilience-sei2022.048-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that the COVID-19 pandemic exacerbated existing inequities in the UNFCCC process, particularly for Global South negotiators and civil society organizations. It highlights how travel restrictions, vaccine inequality, and the digital divide hindered participation and coordination, while broader geopolitical power dynamics and aid dependencies allowed Global North countries to maintain disproportionate influence over negotiation outcomes. The authors recommend short-term funding and logistical reforms, long-term institutional changes such as capping delegation sizes and shifting COP venues to the Global South, and a broader effort to decolonize research and build allyship to shift global power dynamics.","ai_generated":true,"unit":"sei-002822#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The COVID-19 pandemic intensified existing participation barriers for Global South representatives through travel restrictions, visa barriers, and vaccine inequality, which were compounded by the high costs of accommodation and flights.","ai_generated":true,"unit":"sei-002822#insight-1","date_modified":"2026-10-23"},{"text":"Current UNFCCC financial support is insufficient for effective representation; the supplementary trust fund typically supports only two negotiators per country, forcing smaller, financially constrained nations to align with larger blocs and compromise their national positions.","ai_generated":true,"unit":"sei-002822#insight-2","date_modified":"2026-10-23"},{"text":"The pandemic widened the power gap between the Global North and Global South, as the latter became more dependent on the former for vaccines and health aid, providing wealthier states with additional geopolitical leverage to influence climate agendas.","ai_generated":true,"unit":"sei-002822#insight-3","date_modified":"2026-10-23"},{"text":"Vaccine inequality and the failure of developed nations to meet the USD 100 billion climate finance target by 2020 severely eroded trust, leading Global South negotiators to push more aggressively for adaptation and loss and damage support.","ai_generated":true,"unit":"sei-002822#insight-4","date_modified":"2026-10-23"},{"text":"Virtual and hybrid negotiation formats introduced during the pandemic failed to resolve inequities due to the digital divide, connectivity issues, and the loss of relationship-building opportunities, while potentially allowing Global North actors to maintain a stronger in-person presence.","ai_generated":true,"unit":"sei-002822#insight-5","date_modified":"2026-10-23"},{"text":"The document recommends long-term institutional reforms to the UNFCCC, including capping delegation sizes, implementing majority voting instead of consensus, and selecting future COP venues based on less restrictive visa requirements in the Global South.","ai_generated":true,"unit":"sei-002822#insight-6","date_modified":"2026-10-23"}],"climate_tags":["United Nations Framework Convention on Climate Change","climate justice","climate finance","loss and damage","climate change adaptation","2021 United Nations Climate Change Conference","digital divide","climate diplomacy"],"geography_discussed":["United Kingdom","Egypt"],"frame_perspective":[],"analysis_type":["qualitative analysis","stakeholder interviews"]},{"id":"isdglo-000016","url":"https://climateinsightsdirectory.org/document/isdglo-000016","title":"The ‘Great Reset’ conspiracy in Australia","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"research paper","language":"en","date_published":"2022-05-19","source_url":"https://www.isdglobal.org/digital-dispatch/the-great-reset-conspiracy-in-australia/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines how conspiracy theories regarding the World Economic Forum (WEF) and its 'Great Reset' initiative have permeated Australian politics. It identifies the role of right-wing media, specifically Sky News, in promoting these narratives, which claim the WEF is a 'hidden hand' orchestrating pandemic measures to achieve sinister goals. The document details how these theories transitioned from social media to formal politics through figures like Senator Pauline Hanson and other right-wing politicians, eventually evolving to link the 'Great Reset' to issues such as net zero emissions and housing policy during the 2022 election cycle.","ai_generated":true,"unit":"isdglo-000016#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 'Great Reset' conspiracy is a flexible collection of narratives claiming the World Economic Forum (WEF) and Klaus Schwab are orchestrating COVID-19 lockdowns to achieve goals such as economic collapse, Marxist rule, or a corporate surveillance dystopia.","ai_generated":true,"unit":"isdglo-000016#insight-1","date_modified":"2026-10-23"},{"text":"In Australia, right-wing media—particularly Sky News programs like 'Sky After Dark' and 'Outsiders'—played a significant role in spreading these narratives, including claims that the Great Reset aimed to use pandemic restrictions to achieve net zero carbon emissions by 2030.","ai_generated":true,"unit":"isdglo-000016#insight-2","date_modified":"2026-10-23"},{"text":"The narrative entered formal Australian politics through the actions of One Nation and other right-wing figures; notably, Senator Pauline Hanson introduced a Senate Motion on 11 November 2020 arguing that the Great Reset would devastate Australian economic wellbeing and individual freedoms.","ai_generated":true,"unit":"isdglo-000016#insight-3","date_modified":"2026-10-23"},{"text":"As pandemic restrictions eased, the conspiracy narratives in Australia evolved, with the 'Great Reset' being linked to other topics, most notably Labor's housing policy during the 2022 election campaign.","ai_generated":true,"unit":"isdglo-000016#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation"],"geography_discussed":["United States","Canada","New Zealand"],"frame_perspective":[],"analysis_type":["qualitative analysis","quantitative analysis"]},{"id":"iisd-002339","url":"https://climateinsightsdirectory.org/document/iisd-002339","title":"A Gendered Analysis of Employment and Skills in the Large-Scale Mining Sector: Brazil","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2022-03","source_url":"https://www.iisd.org/system/files/2023-04/women-mine-of-the-future-brazil.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while the Brazilian large-scale mining sector is experiencing a process of feminization—with female employment increasing by 127% between 2009 and 2019—significant gender gaps persist in remuneration, leadership representation, and the division of labor. Women in the sector are generally younger and more educated than their male counterparts, often holding advanced degrees even in technical roles, yet they continue to earn less in most occupations. While some companies are implementing Diversity, Equity, and Inclusion (DE&I) strategies, such as targeted training and adapted uniforms, the report argues that deep-rooted cultural biases and a 'masculinization' of female roles remain primary obstacles to true gender equivalence.","ai_generated":true,"unit":"iisd-002339#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Brazilian large-scale mining sector has seen a significant increase in female employment, growing by 127% between 2009 and 2019, compared to a 110% increase for men. By 2019, women represented 14% of the total workforce in the sector.","ai_generated":true,"unit":"iisd-002339#insight-1","date_modified":"2026-10-23"},{"text":"Women in the Brazilian mining sector are proportionally more educated than men; on average, 56% of women had an advanced level of education compared to 28% of men.","ai_generated":true,"unit":"iisd-002339#insight-2","date_modified":"2026-10-23"},{"text":"A persistent gender wage gap exists across most mining occupations. Women managers earn only 71% of what men in the same role earn, and women with advanced education earn an average of 84% of men's wages.","ai_generated":true,"unit":"iisd-002339#insight-3","date_modified":"2026-10-23"},{"text":"Female employment is heavily concentrated in iron ore companies (77% of women in 2019) and primarily in the southeast and northern regions of Brazil, although there is a trend toward regional decentralization.","ai_generated":true,"unit":"iisd-002339#insight-4","date_modified":"2026-10-23"},{"text":"Women are increasingly entering traditionally male-dominated technical roles, such as mid-level technicians and maintenance and repair, with these roles showing high growth in female participation between 2009 and 2019.","ai_generated":true,"unit":"iisd-002339#insight-5","date_modified":"2026-10-23"},{"text":"Despite quantitative growth, women remain underrepresented in leadership; only 11% of Executive Boards in surveyed companies are composed of women, and only 18% of participants in leadership development programs are female.","ai_generated":true,"unit":"iisd-002339#insight-6","date_modified":"2026-10-23"},{"text":"Cultural barriers and sexist stereotypes continue to hinder women's progress, including the assumption that women in remote areas are only there to accompany their husbands or the belief that professional competence is incompatible with physical appearance.","ai_generated":true,"unit":"iisd-002339#insight-7","date_modified":"2026-10-23"},{"text":"Some companies are implementing DE&I measures, such as adapting uniforms for women and pregnant employees, and creating anonymous reporting channels for moral and sexual harassment.","ai_generated":true,"unit":"iisd-002339#insight-8","date_modified":"2026-10-23"},{"text":"In the coal mining sub-sector, specifically in a case study of a company in the south region, women hold strategic leadership roles but are almost entirely absent from technical and mechanical roles due to a perceived lack of interest and cultural discomfort.","ai_generated":true,"unit":"iisd-002339#insight-9","date_modified":"2026-10-23"}],"climate_tags":["gender equality"],"geography_discussed":["Minas Gerais","Pará","Mato Grosso"],"frame_perspective":[],"analysis_type":["gender analysis","quantitative analysis","qualitative analysis","case study"]},{"id":"iisd-003736","url":"https://climateinsightsdirectory.org/document/iisd-003736","title":"WOMEN AND THE MINE OF THE FUTURE","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2022-03","source_url":"https://www.iisd.org/system/files/2023-11/women-mine-of-the-future-chile.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the status of women in Chile's large-scale mining sector, noting that while female participation grew from 6.16% in 2010 to 10.06% in 2021, the industry remains highly masculinized. It identifies significant gender pay gaps, particularly in cleaning and restaurant services (49.7%) and miner roles (17.9%). The analysis reveals that women are more concentrated in administrative, support, and high-education roles (such as geology) but are severely under-represented in core value chain operations like mechanical and electrical maintenance. Barriers to inclusion include persistent gender stereotypes, lack of suitable infrastructure (e.g., childcare and housing), and sexual harassment. The document also highlights a gap between the number of women graduating from mining-relevant STEM programs and those actually employed in the sector, estimating that only 25% of female professionals and technicians who graduated between 2010 and 2020 were working in mining as of 2021.","ai_generated":true,"unit":"iisd-003736#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Female participation in Chile's mining workforce showed a positive trend over a decade, increasing from 6.16% in 2010 to 10.06% in 2021, with the number of women employed reaching 27,715 by 2021.","ai_generated":true,"unit":"iisd-003736#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant disparity in women's participation based on mine size and location; larger mine sites and provinces with more than 20,000 employees have higher female participation rates, while small provinces are lagging.","ai_generated":true,"unit":"iisd-003736#insight-2","date_modified":"2026-10-23"},{"text":"Women are under-represented in the core mining value chain, particularly in maintenance and operations, where they account for only 2.8% and 7.9% of workers respectively.","ai_generated":true,"unit":"iisd-003736#insight-3","date_modified":"2026-10-23"},{"text":"Substantial gender pay gaps exist across the industry, with the most extreme gap found in Cleaning and Restaurant Services (49.7%), followed by the miner category (17.9%) and professional positions (5.8%).","ai_generated":true,"unit":"iisd-003736#insight-4","date_modified":"2026-10-23"},{"text":"Despite high graduation rates in relevant fields, there is a major gap in the transition to employment; only 25% of female professionals and technicians who graduated between 2010 and 2020 were working in the mining industry as of 2021.","ai_generated":true,"unit":"iisd-003736#insight-5","date_modified":"2026-10-23"},{"text":"Women in the sector face severe cultural and organizational barriers, including sexual harassment and discrimination. One study found 69% of women reported discriminatory practices, and 32% experienced double entendres, whistling, and catcalling.","ai_generated":true,"unit":"iisd-003736#insight-6","date_modified":"2026-10-23"},{"text":"The COVID-19 pandemic disproportionately affected women's labor participation in Chile due to a 'caretaking crisis' and the closure of schools and nurseries, which increased domestic burdens on women.","ai_generated":true,"unit":"iisd-003736#insight-7","date_modified":"2026-10-23"},{"text":"The Chilean government has implemented several policy frameworks to increase inclusion, including the 2017 Guidelines of the Mining Industry for the Incorporation of Women and the NCH 3262-2021 Standard on gender equality management.","ai_generated":true,"unit":"iisd-003736#insight-8","date_modified":"2026-10-23"}],"climate_tags":["gender equality","energy transition","public policy"],"geography_discussed":["Norte Grande","Norte Chico","Antofagasta Province","Coquimbo Region","Atacama Region","Canada"],"frame_perspective":[],"analysis_type":["quantitative analysis","qualitative analysis","gender analysis"]},{"id":"iisd-003737","url":"https://climateinsightsdirectory.org/document/iisd-003737","title":"MUJERES Y LA MINA DEL FUTURO","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"es","date_published":"2022-03","source_url":"https://www.iisd.org/system/files/2023-07/women-mine-of-the-future-chile-es.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the participation of women in Chile's large-scale mining sector, noting an increase in female employment from 6.16% in 2010 to 10.06% in 2021. While there is growth in leadership roles and professional engineering, women remain severely underrepresented in core operational and maintenance roles. Significant gender pay gaps persist, particularly in support services, and women face systemic barriers including sexual harassment, gender stereotypes, and a lack of childcare infrastructure. The document emphasizes that large-scale mines drive the overall increase in female participation, while smaller operations lag behind.","ai_generated":true,"unit":"iisd-003737#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Female participation in the Chilean mining sector grew from 6.16% in 2010 to 10.06% in 2021, with the number of women employed multiplying by 2.4 times during this period.","ai_generated":true,"unit":"iisd-003737#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant disparity in female participation based on the size of the mining operation; large mines drive the overall increase, while small mines show a considerable lag.","ai_generated":true,"unit":"iisd-003737#insight-2","date_modified":"2026-10-23"},{"text":"Women are concentrated in administrative and professional roles but are severely underrepresented in the core value chain, specifically in maintenance and operations.","ai_generated":true,"unit":"iisd-003737#insight-3","date_modified":"2026-10-23"},{"text":"Despite a high number of female graduates in relevant fields, only a small fraction enter the mining workforce; it is estimated that only 25% of women who graduated in technical or professional mining-related degrees between 2010 and 2020 were working in the industry by 2021.","ai_generated":true,"unit":"iisd-003737#insight-4","date_modified":"2026-10-23"},{"text":"Substantial gender pay gaps exist across the sector, with the most extreme gap found in cleaning and restaurant services, where women earn 49.7% less than men.","ai_generated":true,"unit":"iisd-003737#insight-5","date_modified":"2026-10-23"},{"text":"Women in mining face severe workplace culture issues, including sexual harassment and discrimination; one study found 45% of women experienced double-entendre jokes and 31% felt discriminated against in mining.","ai_generated":true,"unit":"iisd-003737#insight-6","date_modified":"2026-10-23"},{"text":"Structural barriers to inclusion include a lack of gender-appropriate infrastructure, such as bathrooms, and a deficiency in childcare services and flexible scheduling to balance work and family life.","ai_generated":true,"unit":"iisd-003737#insight-7","date_modified":"2026-10-23"},{"text":"There has been a positive trend in women occupying decision-making and leadership positions, with the percentage of female directors and managers increasing from 9.4% in 2017 to 16.9% in 2020.","ai_generated":true,"unit":"iisd-003737#insight-8","date_modified":"2026-10-23"},{"text":"The COVID-19 pandemic disproportionately affected female labor participation in Chile, as women bore the brunt of the care crisis due to school and childcare closures.","ai_generated":true,"unit":"iisd-003737#insight-9","date_modified":"2026-10-23"}],"climate_tags":["gender equality","energy transition","public policy"],"geography_discussed":["Antofagasta Province","Coquimbo Region","Atacama Region","Norte Grande","Norte Chico","Argentina","Brazil","Colombia","Peru","Canada"],"frame_perspective":[],"analysis_type":["quantitative analysis","qualitative analysis","gender analysis","policy review"]},{"id":"bc3res-000197","url":"https://climateinsightsdirectory.org/document/bc3res-000197","title":"EL IMPULSO Y DESARROLLO DE LA GANADERÍA REGENERATIVA COMO HERRAMIENTA PARA LA SOSTENIBILIDAD AGROALIMENTARIA","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"policy brief","language":"es","date_published":"2022-01","source_url":"https://www.bc3research.org/h6T8Uy8Nm4gFs0O/20220117114003922007451.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines regenerative livestock farming in Spain, a model based on directed grazing and frequent rotations to mimic wild herbivores. Through 52 interviews with farmers, the study finds that the model is adaptable to various pastoral systems and does not depend on high external inputs for economic profitability. While farmers report high satisfaction (over 90%) regarding soil health and biodiversity, the current administrative and bureaucratic framework is identified as a barrier to adoption. The authors call for increased communication between farmers, scientists, and institutions to align policy and subsidies with regenerative practices.","ai_generated":true,"unit":"bc3res-000197#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Regenerative livestock farming is based on directed grazing that uses frequent rotations with short periods of high-density grazing followed by long vegetation rest periods to replicate the dynamics of wild herbivores in grassland ecosystems.","ai_generated":true,"unit":"bc3res-000197#insight-1","date_modified":"2026-10-23"},{"text":"The regenerative model provides environmental and social benefits, including increased herbaceous production, carbon capture, biodiversity, and soil quality, as well as improved quality of life and resilience for farmers.","ai_generated":true,"unit":"bc3res-000197#insight-2","date_modified":"2026-10-23"},{"text":"A characterization study of 52 farmers across 25 Spanish provinces indicates that regenerative management is adaptable to all types of pastoral systems and that economic profitability is not linked to specific characteristics such as livestock density, rest times, or the use of indigenous breeds.","ai_generated":true,"unit":"bc3res-000197#insight-3","date_modified":"2026-10-23"},{"text":"Analysis of resource consumption shows that while raw data may suggest a correlation between profitability and the use of water or external feed, these associations disappear when adjusted for total livestock load, supporting the regenerative goal of decoupling from external inputs.","ai_generated":true,"unit":"bc3res-000197#insight-4","date_modified":"2026-10-23"},{"text":"Over 90% of interviewed farmers express satisfaction with the regenerative model, particularly regarding soil health and biodiversity, but they identify the current administrative framework as a significant obstacle.","ai_generated":true,"unit":"bc3res-000197#insight-5","date_modified":"2026-10-23"},{"text":"The authors argue that current bureaucratic requirements for subsidies may conflict with the regenerative philosophy of reducing external resource dependence, necessitating a reform of national agricultural plans and better communication between farmers, researchers, and administrations.","ai_generated":true,"unit":"bc3res-000197#insight-6","date_modified":"2026-10-23"}],"climate_tags":["carbon capture and storage","biodiversity","greenhouse gas emissions"],"geography_discussed":["Girona","Cáceres"],"frame_perspective":[],"analysis_type":["characterization study","qualitative analysis","policy recommendation"]},{"id":"sei-002251","url":"https://climateinsightsdirectory.org/document/sei-002251","title":"Disaster risk reduction and health in the Asia-Pacific region","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2022-01","source_url":"https://www.sei.org/wp-content/uploads/2022/01/disaster-risk-policy-asia-pacific-seibrief.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document finds that while Asia-Pacific policies increasingly recognize synergies between disaster risk reduction (DRR) and health, integration primarily focuses on cross-sectoral coordination and protecting medical infrastructure during disasters. It argues that policies fail to sufficiently prioritize public health as a proactive risk reduction strategy and largely neglect the specific roles of human rights and gender equality at the intersection of these two sectors.","ai_generated":true,"unit":"sei-002251#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Policies in the Asia-Pacific region are increasingly recognizing the synergies between disaster risk reduction and health, primarily utilizing cross-sectoral collaboration and coordination as the main methods for integration.","ai_generated":true,"unit":"sei-002251#insight-1","date_modified":"2026-10-23"},{"text":"Integration efforts currently focus heavily on protecting health outcomes and medical facilities after a disaster occurs, rather than using public health management as a proactive strategy to reduce vulnerability.","ai_generated":true,"unit":"sei-002251#insight-2","date_modified":"2026-10-23"},{"text":"Despite being listed as guiding principles, gender equality and human rights are largely ignored when disaster risk reduction policies address health issues and vice versa.","ai_generated":true,"unit":"sei-002251#insight-3","date_modified":"2026-10-23"},{"text":"Regional health frameworks in the Asia-Pacific have aligned with global trends by adopting an 'all-hazards approach,' expanding their scope beyond biological hazards to include natural and human-made disasters.","ai_generated":true,"unit":"sei-002251#insight-4","date_modified":"2026-10-23"},{"text":"Several disaster risk reduction policies in the region still fail to specifically address biological hazards or pandemics as drivers of risk, including the ASEAN Vision 2025 on Disaster Management and policies from SAARC and the Pacific Community.","ai_generated":true,"unit":"sei-002251#insight-5","date_modified":"2026-10-23"},{"text":"The Post-2015 DRR Framework for SAARC Region is the only reviewed policy that recognizes the agency and leadership of women in both health and disaster risk reduction, though it lacks nuance regarding other gender identities.","ai_generated":true,"unit":"sei-002251#insight-6","date_modified":"2026-10-23"}],"climate_tags":["disaster risk reduction","public health","gender equality","human rights","climate change","sea level rise"],"geography_discussed":["India","Bangladesh"],"frame_perspective":[],"analysis_type":["policy review","qualitative analysis"]},{"id":"glorespar-000069","url":"https://climateinsightsdirectory.org/document/glorespar-000069","title":"COP27 Resilience Hub Synthesis Report","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2023/01/cop27-rh-synthesis-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The COP27 Resilience Hub served as a physical and virtual space to accelerate ambition and investment in climate resilience, representing over 1,500 non-state actors. The report identifies five cross-cutting messages, emphasizing that scaling adaptation is a prerequisite for containing Loss and Damage and that locally-led adaptation (LLA) requires radical collaboration. The document details thematic analysis across nine areas—including finance, food, water, and health—and highlights the role of Regional Resilience Hubs in amplifying under-represented voices from Africa, South Asia, Asia Pacific, and Latin America and the Caribbean.","ai_generated":true,"unit":"glorespar-000069#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Scaling action on adaptation and resilience is essential to reduce the magnitude of Loss and Damage, as current adaptation finance for developing countries is five to ten times lower than required.","ai_generated":true,"unit":"glorespar-000069#insight-1","date_modified":"2026-10-23"},{"text":"Locally-led adaptation (LLA) requires a shift in how finance is accessed, specifically through the simplification of reporting and application requirements and the building of organisational resilience for grassroots stakeholders.","ai_generated":true,"unit":"glorespar-000069#insight-2","date_modified":"2026-10-23"},{"text":"Arts, culture, and heritage are critical to resilience as they provide the foundation for empathy and the preservation of irreplaceable knowledge, moving beyond being viewed as mere 'decoration'.","ai_generated":true,"unit":"glorespar-000069#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant funding gap in the water sector, with annual investment requirements at $200 billion compared to current investments of $14 billion for water resilience.","ai_generated":true,"unit":"glorespar-000069#insight-4","date_modified":"2026-10-23"},{"text":"Urban resilience is hindered by the fact that only 9% of urban climate investments are directed toward adaptation projects, and many cities lack the credit ratings necessary to attract finance.","ai_generated":true,"unit":"glorespar-000069#insight-5","date_modified":"2026-10-23"},{"text":"Nature-based Solutions (NbS) can be up to 50% cheaper than traditional 'grey' infrastructure and provide 28% better value for money when accounting for social and health co-benefits.","ai_generated":true,"unit":"glorespar-000069#insight-6","date_modified":"2026-10-23"},{"text":"Extreme heat is a critical risk multiplier for public health and infrastructure, leading to the creation of the $750 million 'Cool Capital Stack' investment pipeline to fund cooling solutions.","ai_generated":true,"unit":"glorespar-000069#insight-7","date_modified":"2026-10-23"},{"text":"Debt-for-nature swaps are identified as a tool to create fiscal space for developing countries to invest in conservation and renewable energy, as most current climate finance is provided as loans.","ai_generated":true,"unit":"glorespar-000069#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate resilience","loss and damage","climate finance","Community based adaptation","nature-based solutions","urban resilience","blue economy","extreme heat","disaster risk reduction","food system","water management","infrastructure resilience"],"geography_discussed":["Egypt","Africa","South Asia","Asia Pacific","Latin America and the Caribbean","Belize","Bangladesh","Philippines","Rwanda"],"frame_perspective":[],"analysis_type":["synthesis report","qualitative analysis","survey analysis"]},{"id":"isdglo-000140","url":"https://climateinsightsdirectory.org/document/isdglo-000140","title":"She Drops: How QAnon Conspiracy Theories Legitimize Coordinated and Targeted Gender Based Violence","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.isdglobal.org/wp-content/uploads/2022/10/QAnon-and-Gender.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report examines the role of gender-based violence (GBV) in the coordinated harassment of six celebrities by the QAnon community. Through the analysis of over 9 million posts across Facebook, Instagram, and Twitter, the authors find that while accusations of paedophilia are the primary driver of abuse, gender, race, and sexual orientation significantly amplify the volume and nature of the harassment. Women, particularly women of colour, experience higher rates of targeted hate and gender-specific abuse. The report identifies 'flashpoints'—unrelated negative media events—as catalysts that QAnon adherents leverage to amplify existing conspiracy narratives and coordinate 'brigading' campaigns. The authors argue that the 'paedophile' label serves as a tool for dehumanization, justifying mob justice and creating a persistent baseline of harassment that often extends to the targets' family members.","ai_generated":true,"unit":"isdglo-000140#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"QAnon-coordinated harassment frequently manifests as high-volume 'brigading', where targets are bombarded with slanderous accusations of paedophilia, often using graphic language involving rape and abduction.","ai_generated":true,"unit":"isdglo-000140#insight-1","date_modified":"2026-10-23"},{"text":"Gender is a primary determining factor in the intensity of harassment; in every case study pair, the female celebrity experienced a higher percentage of QAnon-related terms and online harassment on Twitter than her male counterpart.","ai_generated":true,"unit":"isdglo-000140#insight-2","date_modified":"2026-10-23"},{"text":"Women in the study faced significant levels of gender-specific abuse, with female abuse terms making up 32.2% of terms for Chrissy Teigen, 30% for Ellen DeGeneres, and 19.1% for Oprah Winfrey.","ai_generated":true,"unit":"isdglo-000140#insight-3","date_modified":"2026-10-23"},{"text":"Unrelated negative media stories, termed 'flashpoints', are leveraged by the QAnon community to amplify existing disinformation narratives and increase the volume of harassing activity.","ai_generated":true,"unit":"isdglo-000140#insight-4","date_modified":"2026-10-23"},{"text":"Race acts as an amplifying factor in gender-based violence, with women of colour experiencing more direct forms of GBV hate and the compounding impact of racist tropes.","ai_generated":true,"unit":"isdglo-000140#insight-5","date_modified":"2026-10-23"},{"text":"The 'paedophile' label creates a baseline of dehumanization and demonization that justifies targeted hate and provides a rationale for concomitant sexist, racist, or homophobic speech.","ai_generated":true,"unit":"isdglo-000140#insight-6","date_modified":"2026-10-23"},{"text":"Harassment is often coordinated through the sharing of target lists, which serve as markers for the community to identify and attack individuals, including those only tangentially related to the core conspiracy.","ai_generated":true,"unit":"isdglo-000140#insight-7","date_modified":"2026-10-23"},{"text":"Anti-LGBTQ+ hate was particularly prominent in the case of Jussie Smollett, showing a significant difference in the rate of such mentions compared to other LGBTQ+ individuals in the study.","ai_generated":true,"unit":"isdglo-000140#insight-8","date_modified":"2026-10-23"},{"text":"Antisemitic tropes remain a consistent, low-level theme across almost all cases, linking celebrities to conspiracies involving 'global elites' or 'Jews'.","ai_generated":true,"unit":"isdglo-000140#insight-9","date_modified":"2026-10-23"},{"text":"Harassment is cross-platform and persistent, with some targets like Tom Hanks, Chrissy Teigen, and Anderson Cooper experiencing sustained baseline hate that also extends to their family members.","ai_generated":true,"unit":"isdglo-000140#insight-10","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["United States"],"frame_perspective":[],"analysis_type":["case study","quantitative analysis","qualitative analysis","social media analysis"]},{"id":"cssn-000002","url":"https://climateinsightsdirectory.org/document/cssn-000002","title":"Attractions of delay: using deliberative engagement to investigate the political and strategic impacts of greenhouse gas removal technologies","publisher":{"name":"Climate Social Science Network","organization":"climate-social-science-network"},"document_type":"research paper","language":"en","date_published":"2021-12-15","source_url":"https://cssn.org/attractions-of-delay-using-deliberative-engagement-to-investigate-the-political-and-strategic-impacts-of-greenhouse-gas-removal-technologies/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The research evaluates the risk of 'mitigation deterrence,' where the pursuit of greenhouse gas removal (GGR) technologies may discourage urgent emissions reductions. Through nine deliberative workshops, the authors analyzed the political and economic mechanisms of this 'attraction of delay' and identified discursive strategies used by GGR advocates to deflect these concerns. The paper concludes that mitigation deterrence is a significant issue that must be recognized in climate policy and suggests governance frameworks to ensure GGR does not replace carbon reduction.","ai_generated":true,"unit":"cssn-000002#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The authors identify 'mitigation deterrence' as a significant risk where the focus on greenhouse gas removals (GGR) in scientific literature, media, and climate models may discourage the reduction of emissions at the source, acting as an 'attraction of delay' in an environment with high incentives for procrastination.","ai_generated":true,"unit":"cssn-000002#insight-1","date_modified":"2026-10-23"},{"text":"Deliberative workshops revealed that while stakeholders acknowledged historical delays in mitigation, some found it difficult to accept that similar processes are currently occurring regarding GGRs; additionally, the research identified specific discursive strategies used by GGR advocates to dismiss or deflect concerns about mitigation deterrence.","ai_generated":true,"unit":"cssn-000002#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate policy","carbon dioxide removal","climate change mitigation"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["deliberative workshops","qualitative analysis"]},{"id":"foei-000856","url":"https://climateinsightsdirectory.org/document/foei-000856","title":"Desmantelar patriarcado (también) construyendo soberanía alimentaria","publisher":{"name":"Friends of the Earth International","organization":"friends-of-the-earth-international"},"document_type":"statement","language":"es","date_published":"2021-12","source_url":"https://www.foei.org/wp-content/uploads/2022/03/Amigos-de-la-Tierra-Internacional_Desmantelar-patriarcado-tambien-construyendo-soberania-alimentaria_Espanol.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the intersection of gender justice and food sovereignty, arguing that the industrial food system relies on the patriarchal exploitation of women. It advocates for agroecology and feminist economics to redistribute care work and ensure women's autonomy over land and seeds.","ai_generated":true,"unit":"foei-000856#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The industrial food system and agribusiness rely on the patriarchal exploitation of women's labor, mirroring the way they exploit the land. Women are responsible for 50% of global food production and 60-80% in developing countries, yet they face higher rates of hunger and limited access to resources.","ai_generated":true,"unit":"foei-000856#insight-1","date_modified":"2026-10-23"},{"text":"Women face severe systemic inequalities regarding land ownership and financial resources. Globally, women own less than 13% of agricultural land and receive only 1% of all credits, despite their central role in food production.","ai_generated":true,"unit":"foei-000856#insight-2","date_modified":"2026-10-23"},{"text":"Industrial agriculture negatively impacts women's health, specifically their hormonal and reproductive systems, through the use of agrotoxics and pollutants. In Nigeria, gas flaring in the Niger Delta causes acid rain and atmospheric pollution that destroys farmers' livelihoods and harms human health.","ai_generated":true,"unit":"foei-000856#insight-3","date_modified":"2026-10-23"},{"text":"Agroecology is presented as a key political tool for food sovereignty and the eradication of patriarchy because it promotes equitable power relations and respects the environment. The document asserts that 'there is no agroecology without feminism,' as women are primary defenders of seeds and territories.","ai_generated":true,"unit":"foei-000856#insight-4","date_modified":"2026-10-23"},{"text":"The 'sexual division of labor' places an unfair burden of unpaid care and domestic work on women, which the document argues is essential for capitalist accumulation. It calls for a reorganization of this work to be shared between men, women, and the State, and for the adoption of feminist economics that values care work.","ai_generated":true,"unit":"foei-000856#insight-5","date_modified":"2026-10-23"}],"climate_tags":["agroecology","land tenure"],"geography_discussed":["Nigeria","El Salvador","Bosnia and Herzegovina","Bangladesh","Serbia","Niger Delta"],"frame_perspective":[],"analysis_type":["position paper","qualitative analysis"]},{"id":"foei-001042","url":"https://climateinsightsdirectory.org/document/foei-001042","title":"DISMANTLING PATRIARCHY WHILE BUILDING FOOD SOVEREIGNTY","publisher":{"name":"Friends of the Earth International","organization":"friends-of-the-earth-international"},"document_type":"statement","language":"en","date_published":"2021-12","source_url":"https://www.foei.org/wp-content/uploads/2022/03/Friends-of-the-Earth-International_Dismantling-patriarchy-while-building-food-sovereignty_English.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the intersection of food sovereignty, agroecology, and gender justice, arguing that the industrial agribusiness model relies on the patriarchal exploitation of women's labor. It advocates for a transition to agroecology and feminist economies to ensure equitable access to land, seeds, and resources, while recognizing and redistributing unpaid care work.","ai_generated":true,"unit":"foei-001042#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The industrial food system and agribusiness are characterized as models of domination that mirror patriarchy by limiting women's participation in decision-making and restricting their access to essential resources like seeds, water, and land.","ai_generated":true,"unit":"foei-001042#insight-1","date_modified":"2026-10-23"},{"text":"Despite producing 50% of the world's food and 60-80% of food in developing countries, women face extreme economic inequality, owning only 2% of land and receiving 1% of all credit.","ai_generated":true,"unit":"foei-001042#insight-2","date_modified":"2026-10-23"},{"text":"Women are disproportionately affected by hunger and the health impacts of industrial agriculture, including exposure to toxic agrochemicals that cause endocrine disorders, cancer, and reproductive health issues.","ai_generated":true,"unit":"foei-001042#insight-3","date_modified":"2026-10-23"},{"text":"Agroecology is presented as a feminist tool for food sovereignty because it promotes egalitarian power relations and protects the role of women and youth in preserving native seeds and ancestral knowledge.","ai_generated":true,"unit":"foei-001042#insight-4","date_modified":"2026-10-23"},{"text":"A critical barrier to gender justice is the 'sexual division of labour,' where women perform vast amounts of unpaid care and domestic work—up to 14 hours a day in some rural low-income communities—which is essential to the economy but remains invisible.","ai_generated":true,"unit":"foei-001042#insight-5","date_modified":"2026-10-23"},{"text":"The document calls for a systemic change that includes the redistribution of care work between men, women, and the State, and the implementation of public policies to ensure women's economic autonomy and land ownership.","ai_generated":true,"unit":"foei-001042#insight-6","date_modified":"2026-10-23"}],"climate_tags":["agroecology","land tenure","gas flaring"],"geography_discussed":["Nigeria","El Salvador","Bosnia and Herzegovina","Bangladesh","Brazil","Serbia","Central American countries"],"frame_perspective":[],"analysis_type":["position paper","qualitative analysis"]},{"id":"isdglo-000141","url":"https://climateinsightsdirectory.org/document/isdglo-000141","title":"RECIPROCAL DYNAMICS BETWEEN AUSTRALIA’S POLITICAL FRINGES ON TWITTER","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"research paper","language":"en","date_published":"2021-10","source_url":"https://www.isdglobal.org/wp-content/uploads/2022/03/Reciprocal-Dynamics-Between-Australias-Political-Fringes-on-Twitter.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The analysis of 404,375 tweets from 151 far-left and 75 far-right accounts reveals that both groups are primarily driven by oppositional narratives, where activity by one fringe inspires counter-mobilisation by the other. While the far right frequently engaged in hateful content targeting minorities and promoted conspiratorial views on COVID-19, the far left focused on social and economic justice, with only a small fraction of content meeting specific definitions of antisemitism. The report concludes that the far left does not pose a security threat equivalent to the far right and suggests that moderating far-right extremism could reduce overall counter-mobilisation.","ai_generated":true,"unit":"isdglo-000141#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Oppositional narratives and discussion about political opponents serve as primary drivers for mobilisation on both the far right and far left, meaning surges in activity by one group likely trigger counter-mobilisation by the other.","ai_generated":true,"unit":"isdglo-000141#insight-1","date_modified":"2026-10-23"},{"text":"Far-right Twitter activity is characterised by hostile narratives targeting marginalised communities, specifically anti-trans hate speech, and the promotion of COVID-19 conspiracy theories, including vaccine scepticism and anti-mask rhetoric.","ai_generated":true,"unit":"isdglo-000141#insight-2","date_modified":"2026-10-23"},{"text":"Far-left Twitter activity focuses predominantly on economic and social justice, including workers' rights, institutional racism, and anti-capitalism, with few instances of hostile narratives except for antipathy toward police following the death of George Floyd.","ai_generated":true,"unit":"isdglo-000141#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant divide in media consumption: far-right users rely heavily on hyper-partisan and radical ideological sources, whereas far-left users engage more frequently with mainstream or centrist media such as ABC News.","ai_generated":true,"unit":"isdglo-000141#insight-4","date_modified":"2026-10-23"},{"text":"A small proportion of far-left content was identified as antisemitic under the IHRA working definition, specifically where contemporary Israeli policy was compared to Nazi Germany; 17 out of 257 tweets (6%) mentioning Israel contained such comparisons.","ai_generated":true,"unit":"isdglo-000141#insight-5","date_modified":"2026-10-23"},{"text":"The research concludes that describing the far left as a threat equivalent to the far right is inaccurate, and that policing far-right extremism could potentially reduce left-wing counter-mobilisation.","ai_generated":true,"unit":"isdglo-000141#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change"],"geography_discussed":["Victoria","United States","United Kingdom","People's Republic of China","Israel","Palestine"],"frame_perspective":[],"analysis_type":["social media analysis","quantitative analysis","qualitative analysis","natural language processing"]},{"id":"saiia-002016","url":"https://climateinsightsdirectory.org/document/saiia-002016","title":"Estimating the Economic Impact of Chinese BRI Investment in Africa","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"report","language":"en","date_published":"2021-06","source_url":"https://saiia.org.za/wp-content/uploads/2021/06/Special-Report-adeniran-ekeruche-onyekwena-obiakor.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses the impact of China's Belt and Road Initiative (BRI) on African infrastructure, economic growth, trade, and debt sustainability. While finding that Chinese investment helps close the infrastructure gap and can boost GDP, the authors note risks including debt distress in specific countries, environmental degradation, and the crowding out of local manufacturing by Chinese imports. Case studies in Kenya, Ethiopia, and Nigeria demonstrate positive outcomes in transport and energy, though the failure of Nigeria's NIGCOM satellite highlights risks of using the continent as a testing ground. The report concludes that benefits generally outweigh costs, provided African nations improve project management and negotiate more symmetrical trade and loan terms.","ai_generated":true,"unit":"saiia-002016#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Chinese infrastructure investment in Africa is heavily concentrated in the transportation and energy sectors, with an estimated 66% of investment directed there.","ai_generated":true,"unit":"saiia-002016#insight-1","date_modified":"2026-10-23"},{"text":"There is a negative correlation between the volume of Chinese loans and the quality of infrastructure in recipient countries between 2015 and 2017, suggesting that countries receiving larger loans had relatively lower infrastructure quality.","ai_generated":true,"unit":"saiia-002016#insight-2","date_modified":"2026-10-23"},{"text":"Trade between China and Africa is asymmetrical, with Africa primarily exporting raw materials and importing high value-added manufactured goods, leading to a trade deficit of approximately $25 billion in 2018.","ai_generated":true,"unit":"saiia-002016#insight-3","date_modified":"2026-10-23"},{"text":"Chinese imports of manufactured goods can harm local African industries; in South Africa, increased import penetration was linked to a 5% decline in manufacturing output and an 8% drop in employment.","ai_generated":true,"unit":"saiia-002016#insight-4","date_modified":"2026-10-23"},{"text":"The Mombasa-Nairobi Standard Gauge Railway (SGR) in Kenya, funded 90% by China, reduced passenger travel time from ten to four hours and freight costs from $0.20 to $0.08 per ton/km, contributing to a 1.5% increase in Kenya's GDP.","ai_generated":true,"unit":"saiia-002016#insight-5","date_modified":"2026-10-23"},{"text":"Kenya's Olkaria IV geothermal power station, partially funded by China, reduced electricity costs from $0.15 to $0.085 per kWh and helped Kenya become Africa's largest geothermal power producer.","ai_generated":true,"unit":"saiia-002016#insight-6","date_modified":"2026-10-23"},{"text":"In Ethiopia, the Adama II wind farm provides about 10% of the country's electricity (over 15% during the dry season) and has facilitated technology transfer by training 30 national power company engineers.","ai_generated":true,"unit":"saiia-002016#insight-7","date_modified":"2026-10-23"},{"text":"The NIGCOM satellite project in Nigeria failed in mid-2008 due to technical errors in its solar arrays, raising concerns that Africa is used as a testing ground for Chinese firms.","ai_generated":true,"unit":"saiia-002016#insight-8","date_modified":"2026-10-23"}],"climate_tags":["infrastructure investment","geothermal energy","wind power","renewable energy","carbon dioxide emissions","biodiversity loss","deforestation","climate change mitigation","Sustainable Development Goals","transport industry","climate finance"],"geography_discussed":["People's Republic of China","Zambia","Republic of the Congo","South Africa","Gabon","Angola","Cameroon","Sudan"],"frame_perspective":[],"analysis_type":["economic impact assessment","case study","quantitative analysis","qualitative analysis"]},{"id":"isdglo-000055","url":"https://climateinsightsdirectory.org/document/isdglo-000055","title":"A SNAPSHOT OF FAR-RIGHT ACTIVITY ON GAB IN AUSTRALIA","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"briefing","language":"en","date_published":"2021-05","source_url":"https://www.isdglobal.org/wp-content/uploads/2021/05/A-Snapshot-of-Far-Right-Activity-on-Gab-in-Australia_final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyses a network of 40 geolocated Australian Gab accounts, finding that the platform serves as a hub for antisemitism, white supremacy, and COVID-19 disinformation. Activity spiked between June and August 2020, coinciding with global Black Lives Matter protests and Melbourne lockdowns. A small number of highly active accounts drove the majority of content, often promoting conspiracy theories about a 'Marxist' infiltration of Western institutions and calling for white separatism or violence.","ai_generated":true,"unit":"isdglo-000055#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Far-right activity on Gab in Australia saw a significant increase between June and August 2020, with monthly posts exceeding 7,500, representing a 90% increase over May. This surge coincided with the second COVID-19 lockdown in Melbourne and global racial justice protests.","ai_generated":true,"unit":"isdglo-000055#insight-1","date_modified":"2026-10-23"},{"text":"Mobilisation on the platform is heavily concentrated among a few users; the top three most active accounts produced 34,597 posts, which is 75% of the total 45,404 posts in the study's dataset.","ai_generated":true,"unit":"isdglo-000055#insight-2","date_modified":"2026-10-23"},{"text":"Antisemitism is a prominent feature of the network, with over 11% of all posts containing explicitly antisemitic terms and slurs, including direct calls for violence against Jewish people and their removal from Australian society.","ai_generated":true,"unit":"isdglo-000055#insight-3","date_modified":"2026-10-23"},{"text":"The Australian far-right used the COVID-19 pandemic to advance their ideology, focusing on pandemic denial, promoting fake cures like hydroxychloroquine (HCQ), and using lockdown restrictions in Victoria to fuel anti-Chinese sentiment and anti-minority hate.","ai_generated":true,"unit":"isdglo-000055#insight-4","date_modified":"2026-10-23"},{"text":"Discussions regarding Black Lives Matter (BLM) were uniformly negative, with users describing the movement as 'Marxist', alleging it was manipulated by global elites such as George Soros, or claiming it was a front for 'anti-white racism'.","ai_generated":true,"unit":"isdglo-000055#insight-5","date_modified":"2026-10-23"},{"text":"The network promotes white supremacist and ethnonationalist ideologies, including the 'white genocide' conspiracy theory. Some users discussed tactics to mainstream these views by framing them as 'Christian values' to avoid being labelled as racists.","ai_generated":true,"unit":"isdglo-000055#insight-6","date_modified":"2026-10-23"},{"text":"Far-right users frequently frame the far-left as an existential threat, alleging a 'Marxist-socialist or communist plot' to infiltrate Australian media, schools, and universities to destroy Western civilisation. This narrative is used to justify calls for white separatism or violence.","ai_generated":true,"unit":"isdglo-000055#insight-7","date_modified":"2026-10-23"},{"text":"Content related to energy and climate change was overwhelmingly opposed to green energy, with users claiming wind and solar power are inefficient or corrupt and advocating for the use of coal.","ai_generated":true,"unit":"isdglo-000055#insight-8","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","fossil fuel","climate change disinformation"],"geography_discussed":["Victoria","Melbourne","United States"],"frame_perspective":[],"analysis_type":["social media analysis","qualitative analysis","quantitative analysis","topic modelling"]}]}