{"query_echo":{"q":"","filters":{"climate_tags":["intersectionality"]},"warnings":[]},"total":{"value":63,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?climate_tags=intersectionality","next":"https://climateinsightsdirectory.org/api/v1/search?climate_tags=intersectionality&page=2","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"sei-000785","url":"https://climateinsightsdirectory.org/document/sei-000785","title":"The Gender-Energy Nexus: Evidence and gaps in Colombia\u0019s coal transition","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2026-07-09","source_url":"https://www.sei.org/publications/the-gender-energy-nexus-evidence-and-gaps-in-colombias-coal-transition/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report identifies critical policy and research gaps in Colombia's coal transition, specifically in the Cesar region. It argues for the inclusion of informal and feminised economies in support systems, the integration of intersectional analysis into mine closure regulations, and the development of research frameworks to understand the impacts of energy transitions on LGBTIQ+ individuals and non-binary gender identities.","ai_generated":true,"unit":"sei-000785#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The report outlines several policy priorities to ensure a just transition from coal, including the need to provide focused support to feminised and informal economies, the integration of intersectional analysis into mine closure regulations, the enhancement of protections for human rights defenders, and the implementation of a Public Policy for Women.","ai_generated":true,"unit":"sei-000785#insight-1","date_modified":"2026-10-23"},{"text":"Research priorities for the coal transition include creating frameworks to analyze the effects of energy transitions on LGBTIQ+ populations, moving beyond binary gender frameworks when operationalising intersectionality, and collecting longitudinal data on the impacts following mine closures.","ai_generated":true,"unit":"sei-000785#insight-2","date_modified":"2026-10-23"}],"climate_tags":["energy transition","just transition","intersectionality"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy analysis","stakeholder mapping","literature review"]},{"id":"gclifun-004850","url":"https://climateinsightsdirectory.org/document/gclifun-004850","title":"Management response to the Independent Evaluation of the GCF Approach to Gender","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"briefing","language":"en","date_published":"2026-06-23","source_url":"https://www.greenclimate.fund/sites/default/files/documents/2026-06/20b-independent-evaluation-gcf-approach-gender-addendum-i-management-response-gcfb4514add01.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The GCF Secretariat provides a detailed response to an independent evaluation of its gender approach, agreeing with several recommendations to shift from a compliance-driven model to one focused on meaningful implementation and results. While the Secretariat accepts the need for stronger institutional coherence, improved budget tracking, and enhanced capacity building, it disputes certain factual assumptions in the evaluation—specifically the reference to a non-existent 2018 GESI Policy—and rejects the introduction of mandatory mid-term Gender Action Plan updates due to the burden they would place on Accredited Entities.","ai_generated":true,"unit":"gclifun-004850#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Secretariat intends to establish a centralized accountability architecture for the Gender Policy and the 2026–2031 Gender Action Plan (GAP) through an intra-Secretariat Steering Committee overseen by the Executive Leadership Team.","ai_generated":true,"unit":"gclifun-004850#insight-1","date_modified":"2026-10-23"},{"text":"The Secretariat disputes a factual claim in the evaluation regarding a \"2018 Gender Equality and Social Inclusion (GESI) Policy,\" stating that no such policy was ever approved by the Board and that the evaluation's conclusions based on it are incorrect.","ai_generated":true,"unit":"gclifun-004850#insight-2","date_modified":"2026-10-23"},{"text":"To improve financial visibility, the Secretariat will introduce gender budget tagging to monitor resource allocation against the five priorities of the updated GAP, with annual reporting to the Board.","ai_generated":true,"unit":"gclifun-004850#insight-3","date_modified":"2026-10-23"},{"text":"The Secretariat rejects the recommendation to require mandatory mid-term updates of project-level Gender Action Plans (GAPs) with Secretariat clearance, arguing this would create excessive budgetary and capacity burdens for Accredited Entities (AEs).","ai_generated":true,"unit":"gclifun-004850#insight-4","date_modified":"2026-10-23"},{"text":"The GCF is moving away from a 'co-benefits' approach to gender reporting in favor of a Harmonized Results Management Framework (HRMF) that mainstreams gender-relevant outcomes and outputs through standardized indicators and mandatory sex disaggregation.","ai_generated":true,"unit":"gclifun-004850#insight-5","date_modified":"2026-10-23"},{"text":"The Secretariat plans to update its 2017 Mainstreaming Gender Guidelines and Toolkit to align with the 2019 Gender Policy and the 2026–2031 GAP for dissemination to staff, NDAs, and AEs.","ai_generated":true,"unit":"gclifun-004850#insight-6","date_modified":"2026-10-23"}],"climate_tags":["gender mainstreaming","climate finance","capacity building","intersectionality"],"geography_discussed":["Tajikistan"],"frame_perspective":[],"analysis_type":["management response","policy evaluation"]},{"id":"iisd-000171","url":"https://climateinsightsdirectory.org/document/iisd-000171","title":"An Intersectional Approach to Climate Risk Assessment","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"research paper","language":"en","date_published":"2026-06-09","source_url":"https://www.iisd.org/publications/brief/intersectional-approach-climate-risk-assessment","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document presents a working framework for an intersectional approach to climate risk assessments (CRAs), developed through a co-production workshop in May 2025. This approach aims to move beyond oversimplified views of vulnerability by analyzing how intersecting systems of inequity create structural barriers. The framework is currently being tested via participatory case study research in Nepal and South Africa.","ai_generated":true,"unit":"iisd-000171#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Standard climate risk assessments often overlook or oversimplify the social dynamics and systems of inequity that influence climate risks and create structural barriers to vulnerability.","ai_generated":true,"unit":"iisd-000171#insight-1","date_modified":"2026-10-23"},{"text":"An intersectional approach to CRA improves upon typical assessments by examining how overlapping systems of inequity interact to increase climate change vulnerability.","ai_generated":true,"unit":"iisd-000171#insight-2","date_modified":"2026-10-23"},{"text":"The proposed intersectional CRA framework was developed through a co-production process involving researchers, advocates, and practitioners in May 2025 and is being tested in Nepal and South Africa.","ai_generated":true,"unit":"iisd-000171#insight-3","date_modified":"2026-10-23"}],"climate_tags":["Climate risk assessment","climate change adaptation","intersectionality","climate change vulnerability"],"geography_discussed":["Nepal","South Africa"],"frame_perspective":[],"analysis_type":["framework development"]},{"id":"iisd-003137","url":"https://climateinsightsdirectory.org/document/iisd-003137","title":"An Intersectional Approach to Climate Risk Assessment","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"research paper","language":"en","date_published":"2026-06","source_url":"https://www.iisd.org/system/files/2026-06/intersectional-approach-climate-risk-assessment.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper proposes a six-step intersectional framework for climate risk assessments (CRAs) to move beyond general geographic or sectoral analysis. It emphasizes identifying 'intersecting systems of inequity'—such as racism, ableism, and patriarchy—to understand why specific groups face disproportionate or unique climate impacts. The framework is currently being tested through action research in Nepal and South Africa.","ai_generated":true,"unit":"iisd-003137#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Standard climate risk assessments (CRAs) often fail to account for social dynamics, typically focusing on sectors or geographic areas while overlooking the systemic drivers that exacerbate vulnerability for specific groups.","ai_generated":true,"unit":"iisd-003137#insight-1","date_modified":"2026-10-23"},{"text":"An intersectional approach to CRA improves risk analysis by examining how overlapping systems of inequity, such as patriarchy, racism, and ableism, create structural barriers that increase climate vulnerability.","ai_generated":true,"unit":"iisd-003137#insight-2","date_modified":"2026-10-23"},{"text":"The proposed intersectional CRA framework follows a six-step process: defining purpose and scope, identifying climate hazards, assessing exposure, assessing impacts, assessing vulnerability, and evaluating future risk.","ai_generated":true,"unit":"iisd-003137#insight-3","date_modified":"2026-10-23"},{"text":"The framework distinguishes between three types of climate impacts: 'common impacts' affecting everyone similarly, 'disproportionate impacts' that affect everyone but hit marginalized groups harder, and 'specific impacts' that exclusively affect intersectionally marginalized groups.","ai_generated":true,"unit":"iisd-003137#insight-4","date_modified":"2026-10-23"},{"text":"Vulnerability is analyzed as a combination of sensitivity (characteristics making one susceptible) and adaptive capacity (factors enabling adjustment), with a specific focus on how structural barriers created by systems of inequity drive these factors.","ai_generated":true,"unit":"iisd-003137#insight-5","date_modified":"2026-10-23"},{"text":"The framework evaluates whether climate hazards and their compounding effects may increase future inequities, potentially widening the gap between those who can access resources (like quality housing) and those who cannot.","ai_generated":true,"unit":"iisd-003137#insight-6","date_modified":"2026-10-23"},{"text":"The framework is being tested via the 'Understanding Climate Risks Through an Intersectional Approach (iCRA)' project in two specific locations: Mardhar in the Terai region of Nepal, focusing on caste, gender, and ageism; and Elsies River in Cape Town, South Africa, focusing on racism, ableism, and LGBTQIA+ discrimination.","ai_generated":true,"unit":"iisd-003137#insight-7","date_modified":"2026-10-23"}],"climate_tags":["Climate risk assessment","climate justice","climate change adaptation","intersectionality","vulnerability assessment","human rights"],"geography_discussed":["Mardhar","Elsie's River","Cape Town"],"frame_perspective":[],"analysis_type":["framework development","case study"]},{"id":"prio-001587","url":"https://climateinsightsdirectory.org/document/prio-001587","title":"Conflict-related sexual violence and diverse sexual orientations and gender identities: Intersectional perspectives","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2026-06","source_url":"https://cdn.cloud.prio.org/files/06a0c367-538b-4ad3-a0f3-b16062ff026c/MPI Paper 9_Schulz Erdem  Ongwech_Final.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper argues that LGBTQI+ individuals are specifically targeted for their nonconformity to cis-heteronormative norms, with visibility acting as a primary risk factor. It highlights that such violence occurs on a continuum across public and private spheres, perpetrated by state actors, armed groups, and family members. The authors advocate for an intersectional framework to avoid homogenizing the LGBTQI+ community and emphasize the agency of survivors in creating their own support systems.","ai_generated":true,"unit":"prio-001587#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"LGBTQI+ individuals are frequently targeted for sexual violence specifically because of their actual or perceived nonconformity to gender-binary and cis-heteronormative norms. The risk of violence is directly linked to visibility; those who are more visibly nonconforming face a higher risk of abuse and threats.","ai_generated":true,"unit":"prio-001587#insight-1","date_modified":"2026-10-23"},{"text":"Conflict-related sexual violence against persons with diverse SOGIESC is perpetrated by a wide range of actors across both public and private domains. This includes state security forces, non-state armed groups, and private individuals such as family members, neighbors, and landlords.","ai_generated":true,"unit":"prio-001587#insight-2","date_modified":"2026-10-23"},{"text":"In the private sphere, family members can be central sources of violence, including rape and intimate partner violence, often justified by the desire to protect family 'honour' or based on conservative cultural and religious values. Family members may also 'out' queer individuals to armed militias, increasing their risk of death or sexual violence.","ai_generated":true,"unit":"prio-001587#insight-3","date_modified":"2026-10-23"},{"text":"There is a persistent tendency in scholarship and policy to homogenize the LGBTQI+ community, often focusing disproportionately on gay men while marginalizing the experiences of trans persons, intersex people, and lesbian, bisexual, and trans (LBT) women.","ai_generated":true,"unit":"prio-001587#insight-4","date_modified":"2026-10-23"},{"text":"Specialized queer-friendly services for survivors of conflict-related sexual violence are extremely limited in countries such as Uganda, Syria, Lebanon, and Türkiye. Existing gender-based violence resources primarily prioritize cis-hetero female survivors.","ai_generated":true,"unit":"prio-001587#insight-5","date_modified":"2026-10-23"},{"text":"Despite their vulnerabilities, LGBTQI+ survivors exercise agency by establishing their own support networks. In Uganda, for example, queer refugee survivors have created a survivor-led organization providing peer-to-peer counseling, informal protection shelters, and a medical clinic.","ai_generated":true,"unit":"prio-001587#insight-6","date_modified":"2026-10-23"}],"climate_tags":["intersectionality"],"geography_discussed":["Lebanon","Syria","Turkey","Uganda","Colombia","Myanmar","South Africa","Democratic Republic of the Congo"],"frame_perspective":[],"analysis_type":["intersectional analysis","empirical research","policy review"]},{"id":"iisd-000258","url":"https://climateinsightsdirectory.org/document/iisd-000258","title":"How an Intersectional Approach Can Help Us Address Vulnerability to Climate Change","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"guide","language":"en","date_published":"2026-02-06","source_url":"https://www.iisd.org/articles/explainer/how-intersectional-approach-can-help-us-address-vulnerability-climate-change","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The guide explains that climate vulnerability is driven by intersecting systems of inequity—such as racism, ableism, and patriarchy—which create structural barriers and conditions like poverty or social isolation. It advocates for moving beyond single-issue analyses to identify and challenge the root causes of vulnerability, ensuring adaptation efforts reach the most marginalized populations.","ai_generated":true,"unit":"iisd-000258#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate vulnerability is not merely a result of exposure to hazards but is significantly driven by intersecting systems of inequity. These systems are structural, embedded in laws, policies, institutions, and social norms, and include forms of discrimination such as racism, patriarchy, and ableism.","ai_generated":true,"unit":"iisd-000258#insight-1","date_modified":"2026-10-23"},{"text":"There is a causal chain linking societal inequity to climate risk: intersecting systems of inequity create structural barriers (such as discriminatory laws or exclusionary norms), which in turn produce conditions that increase vulnerability, including poverty, social isolation, or lack of access to services.","ai_generated":true,"unit":"iisd-000258#insight-2","date_modified":"2026-10-23"},{"text":"An intersectional approach is necessary for effective adaptation because it moves beyond single-issue analyses (e.g., focusing only on gender or age) and avoids treating social groups as homogeneous. This approach allows for more targeted allocation of adaptation resources by identifying those experiencing multiple, overlapping forms of discrimination.","ai_generated":true,"unit":"iisd-000258#insight-3","date_modified":"2026-10-23"},{"text":"Global trends indicate a regression in human rights, with the United Nations reporting that discrimination has been rising since 2015, specifically citing anti-LGBTQ+ policies and the weakening of protections against gender-based violence.","ai_generated":true,"unit":"iisd-000258#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate justice","intersectionality","climate change vulnerability","Climate risk assessment","adaptation finace"],"geography_discussed":["Nepal","South Africa","Canada"],"frame_perspective":[],"analysis_type":["conceptual framework","policy guide"]},{"id":"afripo-000141","url":"https://climateinsightsdirectory.org/document/afripo-000141","title":"Auf dem Weg zu einem feministischen Frieden: Wie die ECOWAS Frieden und Sicherheit in Westafrika neu gestalten kann","publisher":{"name":"Africa Policy Research Institute","organization":"africa-policy-research-institute"},"document_type":"research paper","language":"en","date_published":"2025-11-20","source_url":"https://afripoli.org/de/auf-dem-weg-zu-einem-feministischen-frieden-wie-die-ecowas-frieden-und-sicherheit-in-westafrika-neu-gestalten-kann-en","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document advocates for a transition from a representation-based Women, Peace and Security (WPS) agenda to a substantive feminist approach within ECOWAS. It highlights a gap between existing regional gender-justice frameworks and their practical application, noting that patriarchal power structures continue to drive conflict. The author recommends that ECOWAS institutionalise partnerships with grassroots movements, incorporate intersectionality into its Conflict Prevention Framework, and adopt feminist responses to climate insecurity and security sector reform to achieve lasting social transformation.","ai_generated":true,"unit":"afripo-000141#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Despite the existence of various regional instruments, including the 2010 Dakar Declaration and the 2015 Supplementary Act on Equal Rights of Women and Men, there is a significant disconnect between the formal prescription of gender-justice frameworks and their actual implementation.","ai_generated":true,"unit":"afripo-000141#insight-1","date_modified":"2026-10-23"},{"text":"The author argues that the Women, Peace and Security (WPS) agenda must evolve from merely ensuring the representation of women in decision-making to a framework that addresses intersectional inequalities, promotes social justice, and emphasises demilitarisation.","ai_generated":true,"unit":"afripo-000141#insight-2","date_modified":"2026-10-23"},{"text":"To transform peace and security outcomes, ECOWAS needs to incorporate the concept of intersectionality into its Conflict Prevention Framework (ECPF) to understand how overlapping forms of oppression, such as racism, sexism, and poverty, drive insecurity.","ai_generated":true,"unit":"afripo-000141#insight-3","date_modified":"2026-10-23"},{"text":"The document highlights the success of grassroots organisations like the Mano River Women’s Peace Network (MARWOPNET) in brokering peace dialogues in Liberia, Guinea, and Sierra Leone, suggesting that ECOWAS should move from ad-hoc engagement to strategic partnerships with such groups.","ai_generated":true,"unit":"afripo-000141#insight-4","date_modified":"2026-10-23"},{"text":"The paper recommends a feminist response to climate insecurity, citing community-based climate resilience projects led by women in rural Niger and Burkina Faso as models for enhancing regional stability.","ai_generated":true,"unit":"afripo-000141#insight-5","date_modified":"2026-10-23"}],"climate_tags":["gender equality","intersectionality"],"geography_discussed":["Niger","Burkina Faso","Sierra Leone","Liberia","Guinea"],"frame_perspective":[],"analysis_type":["policy analysis","recommendations"]},{"id":"gclifun-006183","url":"https://climateinsightsdirectory.org/document/gclifun-006183","title":"Strengthening Community Resilience to the Adverse Effects of Climate Change with an Emphasis on Food Security and Gender Considerations in Priority Areas of Ecuador - FORECCSA+","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2025-11","source_url":"https://www.greenclimate.fund/sites/default/files/document/sap069-gender-assessment.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The gender assessment for the FORECCSA+ project in Ecuador reveals deep-seated structural inequalities and patriarchal norms that limit rural women's access to land, credit, and decision-making power. Despite a progressive national legal framework, including the 2023 Violet Economy Law, rural women continue to face a double burden of productive and unpaid care work, with significant gaps in land ownership and technical training. Survey data indicates that approximately 20-25% of men surveyed hold sexist attitudes that normalize the subordination of women and certain forms of gender-based violence. The report identifies these gaps as strategic opportunities for the project to implement gender-transformative adaptation measures, focusing on the empowerment of rural women and youth to enhance community resilience and food security.","ai_generated":true,"unit":"gclifun-006183#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Rural women in Ecuador face systemic barriers to accessing productive resources, with a strong male bias in land ownership. Survey results show that 65.8% of men and 66% of women believe \"Men own more land than women\".","ai_generated":true,"unit":"gclifun-006183#insight-1","date_modified":"2026-10-23"},{"text":"Gender inequality is reflected in decision-making and resource control; 51.6% of men and 45.3% of women agree that \"Men are the ones who decide on the family's money/resources\", and 63% of men and 56% of women believe men decide on agricultural tools and technologies.","ai_generated":true,"unit":"gclifun-006183#insight-2","date_modified":"2026-10-23"},{"text":"There is a significant normalization of sexist attitudes and gender-based violence (GBV). Between 20-25% of men surveyed expressed views justifying the subordination of married women or minimizing GBV, with 25.1% of men stating \"Women must obey their husbands; this is what God commands\".","ai_generated":true,"unit":"gclifun-006183#insight-3","date_modified":"2026-10-23"},{"text":"A high percentage of respondents fail to recognize non-physical abuse as violence; over 50% of both men (53.5%) and women (54.9%) indicated that \"Insulting and offending women is not violence\".","ai_generated":true,"unit":"gclifun-006183#insight-4","date_modified":"2026-10-23"},{"text":"Rural youth migration is primarily driven by economic factors rather than climate impacts; 86.8% of men and 81.1% of women identified the \"lack of job opportunities in the agricultural sector\" as the main reason for migration.","ai_generated":true,"unit":"gclifun-006183#insight-5","date_modified":"2026-10-23"},{"text":"Ecuador's national gender gap is characterized by high parity in health (0.97) and education (0.99), but significant gaps in economic participation (0.68) and political empowerment (0.43) as of the 2025 Global Gender Gap Index.","ai_generated":true,"unit":"gclifun-006183#insight-6","date_modified":"2026-10-23"},{"text":"The legal framework in Ecuador has progressed with the 2023 Violet Economy Law, which requires companies with over 50 employees to submit an Equality Plan every four years and promotes equal pay and shared parental leave.","ai_generated":true,"unit":"gclifun-006183#insight-7","date_modified":"2026-10-23"},{"text":"Women's economic roles in rural areas are often invisible or unpaid; INEC data shows Ecuadorian women devote 31 hours per week to unpaid work compared to 11.3 hours for men.","ai_generated":true,"unit":"gclifun-006183#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","food security","gender equality","land tenure","agricultural production","intersectionality","climate finance"],"geography_discussed":["Carchi Province","Imbabura Province","Cotopaxi Province","Chimborazo Province","Bolívar","Loja Province","Azuay Province","Manabí Province","Santa Elena","Guayas Province","Pichincha Province","Quito"],"frame_perspective":[],"analysis_type":["gender assessment","socio-economic analysis"]},{"id":"iisd-001667","url":"https://climateinsightsdirectory.org/document/iisd-001667","title":"Unpacking Intersectional Approaches to Climate Change Adaptation","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"research paper","language":"en","date_published":"2025-05","source_url":"https://www.iisd.org/system/files/2025-05/intersectional-approaches-climate-change-adaptation.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper argues that while good adaptation practices exist, an intersectional approach is necessary to address the intersecting structures of inequity—such as racism, ableism, and gender inequality—that exacerbate vulnerability to climate change. Drawing from a May 2024 knowledge co-production workshop, the authors introduce foundational principles (centering justice, equity, and power disruption) and process principles (positionality, context-specificity, and co-production). These are applied to the four stages of the UNFCCC iterative adaptation cycle: risk assessment, planning, implementation, and monitoring, evaluation, and learning (MEL).","ai_generated":true,"unit":"iisd-001667#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Vulnerability to climate change is disproportionately higher for people who are intersectionally marginalized, meaning they are disadvantaged by multiple, simultaneous structures of inequity including racism, ableism, ageism, gender inequality, and discrimination against the LGBTQIA+ community.","ai_generated":true,"unit":"iisd-001667#insight-1","date_modified":"2026-10-23"},{"text":"While gender-responsive approaches are common in national adaptation plans (NAPs), using gender as the sole entry point for intersectionality can be limiting, as it may obscure the privilege of some women and ignore other more critical inequalities in specific contexts.","ai_generated":true,"unit":"iisd-001667#insight-2","date_modified":"2026-10-23"},{"text":"The authors propose foundational principles for intersectional adaptation that require centering people in high vulnerability, framing adaptation as systemic to address structural vulnerabilities, positioning marginalized people as rights holders with agency, and intentionally disrupting harmful power structures in decision-making.","ai_generated":true,"unit":"iisd-001667#insight-3","date_modified":"2026-10-23"},{"text":"Practical 'process principles' for intersectional adaptation include reflecting on one's own positionality and biases, ensuring processes are context-specific, designing inclusive and deliberate participation, nurturing iterative learning from failures, ensuring accessibility and free, prior, and informed consent, and prioritizing co-production over mere consultation.","ai_generated":true,"unit":"iisd-001667#insight-4","date_modified":"2026-10-23"},{"text":"In the risk assessment phase, an intersectional approach requires participatory data collection, the use of disaggregated data combined with Indigenous and local knowledge, and analysis that specifically examines how intersecting categories of inequity exacerbate vulnerability.","ai_generated":true,"unit":"iisd-001667#insight-5","date_modified":"2026-10-23"},{"text":"Intersectional planning requires the intentional engagement of equity organizations and the prioritization of adaptation actions that address structural inequities, which may involve weighting social vulnerability more heavily in multicriteria assessment processes.","ai_generated":true,"unit":"iisd-001667#insight-6","date_modified":"2026-10-23"},{"text":"Implementation of intersectional adaptation requires allocating sufficient resources to the most at-risk communities, ensuring safeguarding for vulnerable people, and providing long-term, predictable funding to equity organizations to ensure sustainability.","ai_generated":true,"unit":"iisd-001667#insight-7","date_modified":"2026-10-23"},{"text":"Monitoring, Evaluation, and Learning (MEL) must shift accountability from funders to the affected people, using disaggregated data and participatory methods to track whether intersectionally marginalized groups are actually benefiting and to capture unintended negative impacts.","ai_generated":true,"unit":"iisd-001667#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","intersectionality","climate justice","gender equality","traditional knowledge","national adaptation plan","Climate risk assessment"],"geography_discussed":["Istanbul"],"frame_perspective":[],"analysis_type":["framework development","policy analysis"]},{"id":"iisd-001668","url":"https://climateinsightsdirectory.org/document/iisd-001668","title":"استكشاف املناهج التقاطعية املتعلقة بالتكيف مع التغير املناخي","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"research paper","language":"ar","date_published":"2025-05","source_url":"https://www.iisd.org/system/files/2026-04/intersectional-approaches-climate-change-adaptation-ar.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that while gender-responsive approaches are increasing, a truly intersectional approach is necessary to address the overlapping structures of inequality—such as racism, ageism, and disability discrimination—that exacerbate climate vulnerability. It outlines core and process principles to guide practitioners through the four stages of the adaptation cycle: risk assessment, planning, implementation, and monitoring, evaluation, and learning (MEL).","ai_generated":true,"unit":"iisd-001668#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change vulnerability is significantly worsened by overlapping structures of inequality, including gender inequality, colonialism, racism, and discrimination against people with disabilities, the elderly, and various communities.","ai_generated":true,"unit":"iisd-001668#insight-1","date_modified":"2026-10-23"},{"text":"Intersectional approaches are deemed essential for adaptation because they focus on the most marginalized groups, provide a nuanced understanding of vulnerability, integrate diverse knowledge systems (including indigenous and local knowledge), and address the power structures that influence vulnerability.","ai_generated":true,"unit":"iisd-001668#insight-2","date_modified":"2026-10-23"},{"text":"The document establishes 'Core Principles' for intersectional adaptation, which require centering the most vulnerable, framing adaptation as a systemic issue to address structural vulnerabilities, and treating marginalized people as rights-holders with agency rather than just victims.","ai_generated":true,"unit":"iisd-001668#insight-3","date_modified":"2026-10-23"},{"text":"Six 'Process Principles' are proposed for application throughout the adaptation cycle: positionality reflection, contextual relevance, intentional processes, iterative learning, accessibility and inclusion (including Free, Prior and Informed Consent), and co-production/participation.","ai_generated":true,"unit":"iisd-001668#insight-4","date_modified":"2026-10-23"},{"text":"In the risk assessment phase, intersectional approaches require participatory data collection that reveals power dynamics and structural inequalities, ensuring that data is disaggregated to understand how different forms of inequality interact to increase vulnerability.","ai_generated":true,"unit":"iisd-001668#insight-5","date_modified":"2026-10-23"},{"text":"Intersectional planning should prioritize adaptation actions that specifically address structural inequalities and target those in extreme vulnerability, potentially by weighting social vulnerability more heavily in multi-criteria analysis.","ai_generated":true,"unit":"iisd-001668#insight-6","date_modified":"2026-10-23"},{"text":"Monitoring, Evaluation, and Learning (MEL) must shift focus from accountability to funders toward accountability to the people, using disaggregated data to track changes in the resilience of those in extreme vulnerability and documenting unintended negative impacts.","ai_generated":true,"unit":"iisd-001668#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","intersectionality","climate justice","traditional knowledge","participatory planning","human rights"],"geography_discussed":["Istanbul"],"frame_perspective":[],"analysis_type":["framework development","policy recommendation"]},{"id":"iisd-001669","url":"https://climateinsightsdirectory.org/document/iisd-001669","title":"Explorando enfoques interseccionales para la adaptación al cambio climático","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"research paper","language":"es","date_published":"2025-05","source_url":"https://www.iisd.org/system/files/2026-04/intersectional-approaches-climate-change-adaptation-es.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that while intersectionality is increasingly recognized as vital for equitable climate adaptation, its practical application remains limited. It presents a framework of 'fundamental principles' (focusing on systemic vulnerability, agency, and power) and 'process principles' (such as positionality reflection and context-specificity) to be integrated across the four stages of the adaptation cycle: risk assessment, planning, implementation, and monitoring, evaluation, and learning (MEL).","ai_generated":true,"unit":"iisd-001669#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Intersectional marginalization increases climate vulnerability because affected individuals are often excluded from decision-making and have limited access to resources, information, and services.","ai_generated":true,"unit":"iisd-001669#insight-1","date_modified":"2026-10-23"},{"text":"While gender-sensitive approaches are common in National Adaptation Plans (NAPs), focusing solely on gender can obscure the agency and privileges of some women and limit the ability to address other relevant inequalities.","ai_generated":true,"unit":"iisd-001669#insight-2","date_modified":"2026-10-23"},{"text":"The document establishes four 'fundamental principles' for intersectional adaptation: adopting a systemic approach, centering people in high-vulnerability situations, focusing on agency, and addressing power relations.","ai_generated":true,"unit":"iisd-001669#insight-3","date_modified":"2026-10-23"},{"text":"Intersectional risk assessments must move beyond general data to use disaggregated data and indigenous/local knowledge, analyzed specifically to show how intersecting inequality structures exacerbate vulnerability.","ai_generated":true,"unit":"iisd-001669#insight-4","date_modified":"2026-10-23"},{"text":"In the planning phase, intersectional approaches require prioritizing adaptation measures that address structural inequalities and weighting social vulnerability criteria more heavily in multi-criteria analysis.","ai_generated":true,"unit":"iisd-001669#insight-5","date_modified":"2026-10-23"},{"text":"Effective intersectional implementation requires ensuring free, prior, and informed consent, providing safeguards for vulnerable people, and investing in accessibility supports such as childcare or eldercare.","ai_generated":true,"unit":"iisd-001669#insight-6","date_modified":"2026-10-23"},{"text":"Monitoring, Evaluation, and Learning (MEL) must shift accountability from funders to the people affected, capturing failures and unintended negative impacts alongside successes to evaluate equity in outcomes.","ai_generated":true,"unit":"iisd-001669#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","intersectionality","climate justice","national adaptation plan","traditional knowledge","equity"],"geography_discussed":["Istanbul"],"frame_perspective":[],"analysis_type":["framework development","policy analysis"]},{"id":"iisd-002304","url":"https://climateinsightsdirectory.org/document/iisd-002304","title":"Understanding Climate Risks Through an Intersectional Approach (iCRA)","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"fact sheet","language":"en","date_published":"2025","source_url":"https://www.iisd.org/system/files/2026-01/understanding-climate-risks-intersectional-approach.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The iCRA project (January 2025–December 2026) seeks to strengthen the evidence base for intersectional approaches to climate change adaptation. By piloting intersectional climate risk assessments (CRAs) in Nepal and South Africa, the project analyzes how overlapping systems of inequity—such as racism, ableism, and caste-based discrimination—influence vulnerability to climate hazards. The project utilizes knowledge co-production with partners serving marginalized groups to generate recommendations for policy-makers and practitioners.","ai_generated":true,"unit":"iisd-002304#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The iCRA project aims to address the gap between the recognized need for intersectional approaches in climate adaptation and the lack of clarity on how to apply them in practice, specifically by piloting intersectional climate risk assessments (CRAs) to analyze how systems of inequity influence exposure and vulnerability.","ai_generated":true,"unit":"iisd-002304#insight-1","date_modified":"2026-10-23"},{"text":"In Nepal, the project's case study in the rural community of Mardhar (Mithila municipality, Terai region) examines the impacts of flooding and drought on individuals facing intersecting ageism and caste- and gender-based discrimination.","ai_generated":true,"unit":"iisd-002304#insight-2","date_modified":"2026-10-23"},{"text":"In South Africa, the project's case study in the Elsies River neighbourhood of the City of Cape Town Metropolitan Municipality analyzes risks from extreme heat and drought for people experiencing intersecting ableism, racism, and discrimination against LGBTQI+ communities.","ai_generated":true,"unit":"iisd-002304#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","Climate risk assessment","intersectionality","climate justice","flood","drought","extreme heat"],"geography_discussed":["Mardhar","Mithila","Madhesh","Elsie's River","City of Cape Town"],"frame_perspective":[],"analysis_type":["project description","case study design"]},{"id":"isdglo-000077","url":"https://climateinsightsdirectory.org/document/isdglo-000077","title":"The CCOA Toolkit","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"guide","language":"en","date_published":"2025","source_url":"https://www.isdglobal.org/wp-content/uploads/2025/04/CCOA-Toolkit-Mainstreaming-Digital-Human-Rights.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The CCOA Toolkit is a comprehensive guide for combating online antisemitism, focusing on the method of 'deconstruction' to dismantle harmful stereotypes. It analyzes how social media algorithms and business models amplify hate, identifies various forms of antisemitism—including anti-Judaism, Nazi ideology, and secondary antisemitism—and provides educational activities to build critical digital literacy. The document also examines the legal landscape, specifically the EU's Digital Services Act (DSA), and advocates for a public health approach to prevention and trauma-sensitive content moderation.","ai_generated":true,"unit":"isdglo-000077#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The toolkit employs 'deconstruction' as its primary educational approach, which involves critically analyzing the socio-historical and cultural forces behind antisemitism to reveal the power dynamics and contradictions within dominant narratives.","ai_generated":true,"unit":"isdglo-000077#insight-1","date_modified":"2026-10-23"},{"text":"Online antisemitism is characterized by a 'mainstreaming of extremism,' where harmful ideologies move from niche forums to mainstream platforms, facilitated by social media algorithms that amplify fringe voices to larger audiences.","ai_generated":true,"unit":"isdglo-000077#insight-2","date_modified":"2026-10-23"},{"text":"Social media platforms contribute to the normalisation of antisemitism through algorithms that create filter bubbles, reinforcing existing prejudices and promoting emotionally provocative or hateful content to increase user engagement and revenue.","ai_generated":true,"unit":"isdglo-000077#insight-3","date_modified":"2026-10-23"},{"text":"The document identifies several distinct forms of antisemitism: anti-Judaism (rooted in early Christianity), modern racist antisemitism (Nazi ideology), secondary antisemitism (Holocaust denial or distortion), and Israel-related antisemitism.","ai_generated":true,"unit":"isdglo-000077#insight-4","date_modified":"2026-10-23"},{"text":"Automated content moderation systems often fail to detect implicit or coded antisemitism, as they struggle with context and are frequently outpaced by the evolution of antisemitic codewords, emojis, and GIFs.","ai_generated":true,"unit":"isdglo-000077#insight-5","date_modified":"2026-10-23"},{"text":"The EU's Digital Services Act (DSA) provides a process-oriented regulatory framework to hold platforms accountable for systemic risks, though its effectiveness is challenged by varying national legal frameworks and the profit-driven business models of tech companies.","ai_generated":true,"unit":"isdglo-000077#insight-6","date_modified":"2026-10-23"},{"text":"The toolkit advocates for a 'public health approach' to countering antisemitism, which prioritizes long-term prevention, early intervention, and addressing root causes over a purely security-focused response.","ai_generated":true,"unit":"isdglo-000077#insight-7","date_modified":"2026-10-23"},{"text":"Antisemitism frequently intersects with other forms of group-focused enmity, such as anti-Muslim racism, misogyny, and anti-LGBTQ+ hate, often sharing tactics like scapegoating and dehumanization.","ai_generated":true,"unit":"isdglo-000077#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation","intersectionality"],"geography_discussed":["Poland","Germany","United States"],"frame_perspective":[],"analysis_type":["educational guide","policy analysis","theoretical framework"]},{"id":"napglob-000061","url":"https://climateinsightsdirectory.org/document/napglob-000061","title":"Advancing Gender-Responsive National Adaptation Plan (NAP) Processes","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2024-12","source_url":"https://napglobalnetwork.org/wp-content/uploads/2025/01/advancing-gender-responsive-naps.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while 96% of reviewed NAP documents mention gender, women are overwhelmingly positioned as vulnerable groups (86%) rather than agents of change (16%). It highlights a trend toward more frequent gender references in recent documents and an increase in the recognition of other vulnerable groups, such as youth and Indigenous Peoples. The report also showcases practical examples of gender-responsive adaptation in countries like Senegal, Rwanda, and Argentina, while emphasizing the need for intersectional approaches and stronger institutional arrangements.","ai_generated":true,"unit":"napglob-000061#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The vast majority of reviewed NAP documents mention gender, with a trend toward more frequent integration in more recent submissions. Specifically, 96% of the 56 documents mention gender, and 72% of those mention the term 10 times or more.","ai_generated":true,"unit":"napglob-000061#insight-1","date_modified":"2026-10-23"},{"text":"There is a persistent tendency in NAP documents to frame women as passive victims of climate change rather than active participants in solutions. While 86% of documents position women as a vulnerable group, only 16% recognize them as 'agents of change'.","ai_generated":true,"unit":"napglob-000061#insight-2","date_modified":"2026-10-23"},{"text":"NAP documents are increasingly identifying social groups beyond gender as particularly vulnerable to climate impacts. Youth (92%), Indigenous Peoples (82%), and the elderly (75%) are the most frequently cited groups.","ai_generated":true,"unit":"napglob-000061#insight-3","date_modified":"2026-10-23"},{"text":"Institutional and strategic integration of gender varies, with over half of the documents including gender ministries in their arrangements and providing evidence of gender considerations in implementation strategies.","ai_generated":true,"unit":"napglob-000061#insight-4","date_modified":"2026-10-23"},{"text":"Capacity building and monitoring, evaluation, and learning (MEL) are becoming more gender-integrated, with 64% of documents including gender-related capacity strengthening and 62% referencing gender in MEL efforts.","ai_generated":true,"unit":"napglob-000061#insight-5","date_modified":"2026-10-23"},{"text":"Intersectionality—the overlapping of gender with other social factors—is gaining momentum but remains limited in practice, with only four reviewed NAP documents explicitly referencing an intersectional approach.","ai_generated":true,"unit":"napglob-000061#insight-6","date_modified":"2026-10-23"},{"text":"Climate change significantly impacts the care economy and unpaid labour, primarily affecting women; this gendered dimension is reflected in 41% of the reviewed NAP documents.","ai_generated":true,"unit":"napglob-000061#insight-7","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate change adaptation","intersectionality","climate finance","social inclusion","capacity building"],"geography_discussed":["Senegal","Rwanda","Argentina","Ivory Coast","Central African Republic","Rosario"],"frame_perspective":[],"analysis_type":["systematic review","synthesis report","case study"]},{"id":"napglob-000062","url":"https://climateinsightsdirectory.org/document/napglob-000062","title":"Faire progresser les processus de plans nationaux d’adaptation (PNA) prenant en compte les questions de genre état de la situation et exemples de pratiques prometteuses","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"fr","date_published":"2024-12","source_url":"https://napglobalnetwork.org/wp-content/uploads/2025/04/advancing-gender-responsive-naps-fr-V3.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while 96% of analyzed National Adaptation Plans (NAPs) mention gender, women are predominantly framed as vulnerable groups (86%) rather than agents of change (16%). It emphasizes the need for gender-responsive processes that ensure equitable participation and outcomes, supported by institutional arrangements, funding, and intersectional analysis. The document highlights specific national examples, such as Rwanda's use of visual storytelling and Argentina's municipal-level gender-disaggregated data, to advance gender-responsive adaptation.","ai_generated":true,"unit":"napglob-000062#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Gender is mentioned in nearly all analyzed NAP documents, with a trend toward more frequent mentions in more recent submissions. The term 'gender responsive' is now more common than 'gender sensitive'.","ai_generated":true,"unit":"napglob-000062#insight-1","date_modified":"2026-10-23"},{"text":"Women are overwhelmingly characterized as vulnerable to climate impacts, while very few documents recognize them as active drivers of adaptation solutions.","ai_generated":true,"unit":"napglob-000062#insight-2","date_modified":"2026-10-23"},{"text":"Most NAP documents identify other vulnerable groups beyond gender, with youth, indigenous peoples, and the elderly being the most frequently cited.","ai_generated":true,"unit":"napglob-000062#insight-3","date_modified":"2026-10-23"},{"text":"Institutional integration of gender is moderate, with 55% of documents mentioning the involvement of the national department or ministry responsible for gender.","ai_generated":true,"unit":"napglob-000062#insight-4","date_modified":"2026-10-23"},{"text":"Gender considerations are integrated into implementation strategies and capacity building in a majority of cases, though specific evidence of implementation is found in only 54% of documents.","ai_generated":true,"unit":"napglob-000062#insight-5","date_modified":"2026-10-23"},{"text":"Integration of gender into Monitoring, Evaluation, and Learning (MEL/SEA) systems is increasing, with 62% of documents mentioning gender in this context.","ai_generated":true,"unit":"napglob-000062#insight-6","date_modified":"2026-10-23"},{"text":"The 'care economy' and unpaid work, which primarily affect women, are mentioned in 41% of the analyzed NAP documents.","ai_generated":true,"unit":"napglob-000062#insight-7","date_modified":"2026-10-23"},{"text":"Intersectionality is gaining traction but remains rare in formal documents, with only four NAPs including explicit references to an intersectional approach.","ai_generated":true,"unit":"napglob-000062#insight-8","date_modified":"2026-10-23"},{"text":"Promising practices include Rwanda's 'Envisioning Resilience' initiative using visual storytelling for policy dialogue, and Argentina's use of gender and age-disaggregated data at the municipal level in Rosario.","ai_generated":true,"unit":"napglob-000062#insight-9","date_modified":"2026-10-23"},{"text":"Other notable national efforts include Senegal's methodological guide for sectoral adaptation planning, Côte d'Ivoire's mid-term evaluation of its national gender and climate strategy, and the Central African Republic's creation of a national platform on gender and climate change.","ai_generated":true,"unit":"napglob-000062#insight-10","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","gender equality","intersectionality","climate change vulnerability","capacity building","climate finance","social inclusion"],"geography_discussed":["Rwanda","Argentina","Senegal","Ivory Coast","Central African Republic","Rosario"],"frame_perspective":[],"analysis_type":["systematic review","quantitative analysis","case study"]},{"id":"sei-002298","url":"https://climateinsightsdirectory.org/document/sei-002298","title":"A framework for distributive equity of adaptation finance","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2024-11","source_url":"https://www.sei.org/wp-content/uploads/2024/11/framework-distributive-equity-adaptation-finance-sei2024-050.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The briefing introduces a three-step framework designed to move adaptation finance beyond simple fund allocation toward achieving equitable outcomes and structural change. It argues that current international funding often fails to reach the most vulnerable populations and frequently ignores the root causes of vulnerability. The framework guides actors through defining their equity goals, selecting guiding principles, and addressing eight specific elements of distributive equity across the project cycle. These elements range from ensuring fair allocation and resource access to more ambitious goals like protecting human rights, addressing intersectionality, and enabling decolonization to dismantle systemic drivers of marginalization.","ai_generated":true,"unit":"sei-002298#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Current international adaptation finance is largely failing to reach the most vulnerable populations at both the global and national levels, and there is a significant lack of transparency from funders regarding how they define and evaluate distributive equity.","ai_generated":true,"unit":"sei-002298#insight-1","date_modified":"2026-10-23"},{"text":"The proposed framework categorizes the end goals of adaptation finance into three levels of ambition: equitable outputs (resources reaching the vulnerable), equitable outcomes (reducing vulnerability and enhancing adaptive capacity), and structural change (addressing systemic drivers of marginalization).","ai_generated":true,"unit":"sei-002298#insight-2","date_modified":"2026-10-23"},{"text":"The framework identifies five possible definitions of distributive equity: fair distribution of costs and benefits, fair allocation of goods and resources, fair use of resources, enhancing capacity, and addressing structural barriers.","ai_generated":true,"unit":"sei-002298#insight-3","date_modified":"2026-10-23"},{"text":"To achieve distributive equity, the framework outlines eight specific elements that should be addressed during project design, approval, implementation, and evaluation: fair allocation, enhancing access to resources, enhancing capabilities and opportunities, ensuring social protection, protecting human rights, addressing intersectionality, addressing unequal power dynamics, and enabling decolonization.","ai_generated":true,"unit":"sei-002298#insight-4","date_modified":"2026-10-23"},{"text":"Adaptation interventions that do not address the underlying drivers of vulnerability or contribute to long-term adaptive capacity risk reinforcing existing inequalities and becoming less effective.","ai_generated":true,"unit":"sei-002298#insight-5","date_modified":"2026-10-23"}],"climate_tags":["adaptation finace","climate justice","climate change vulnerability","adaptive capacity","human rights","social protection","intersectionality"],"geography_discussed":["Fiji"],"frame_perspective":[],"analysis_type":["framework proposal","literature review"]},{"id":"napglob-000454","url":"https://climateinsightsdirectory.org/document/napglob-000454","title":"Résumé des données de recherche pour des processus de plan national d’adaptation (PNA) prenant en compte les questions de genre","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"briefing","language":"fr","date_published":"2024-08","source_url":"https://napglobalnetwork.org/wp-content/uploads/2025/03/summarizing-evidence-nap-gender-fr-v7.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document synthesizes research from the IPCC's Working Group II to highlight how gender, equity, and justice are critical to effective climate adaptation. It identifies highly vulnerable groups—including women, children, indigenous peoples, and persons with disabilities—and argues that ignoring these social dimensions leads to 'maladaptation.' The briefing advocates for inclusive participation, the integration of indigenous and local knowledge, and a rights-based approach to ensure that adaptation efforts are equitable and sustainable.","ai_generated":true,"unit":"napglob-000454#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Specific groups face higher vulnerability to climate impacts due to intersecting socio-economic and identity factors, including women, children, elderly persons, people living in poverty, indigenous peoples, and those facing discrimination based on race, ethnicity, caste, sexuality, or gender identity.","ai_generated":true,"unit":"napglob-000454#insight-1","date_modified":"2026-10-23"},{"text":"Historical and ongoing marginalization based on gender, race, wealth, and disability restricts the ability of certain groups to prepare for, cope with, and recover from climate effects, often forcing them into high-risk areas like floodplains or urban heat islands.","ai_generated":true,"unit":"napglob-000454#insight-2","date_modified":"2026-10-23"},{"text":"Climate impacts are gendered across multiple sectors: women may face increased workloads for water collection, higher risks of gender-based violence, and specific nutritional needs in health, while also bearing a disproportionate share of unpaid care work.","ai_generated":true,"unit":"napglob-000454#insight-3","date_modified":"2026-10-23"},{"text":"Adaptation planning that ignores gender, equity, and justice risks 'maladaptation,' which can increase vulnerability, transfer risks to other social groups, or exacerbate existing inequalities.","ai_generated":true,"unit":"napglob-000454#insight-4","date_modified":"2026-10-23"},{"text":"Inclusive participation and the integration of diverse voices and indigenous/local knowledge improve adaptation outcomes and help rectify historical marginalization.","ai_generated":true,"unit":"napglob-000454#insight-5","date_modified":"2026-10-23"},{"text":"Effective adaptation requires addressing the root causes of vulnerability, such as poverty, and improving social safety nets, housing, and health initiatives to create transformative change.","ai_generated":true,"unit":"napglob-000454#insight-6","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","gender","climate justice","equity","climate change vulnerability","maladaptation","traditional knowledge","Community based adaptation","intersectionality"],"geography_discussed":["Rwanda"],"frame_perspective":[],"analysis_type":["literature review","policy briefing"]},{"id":"wri-001715","url":"https://climateinsightsdirectory.org/document/wri-001715","title":"Next stop, access! An exploratory paper on disability rights and justice throughout the transition to electric school buses","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":"2024-07","source_url":"https://files.wri.org/d8/s3fs-public/2024-07/disability-rights-justice-transition-electric-school-buses.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper identifies systemic barriers in US school transportation, such as unreliable wheelchair lifts and the segregation of disabled students into separate buses. It argues that the transition to electric school buses (ESBs) presents an opportunity to improve health and equity, particularly for students of color in underresourced areas, provided that disabled youth are included in decision-making and universal design is adopted. The authors highlight the 'early adopter tax' and the risk of 'echo exposure'—where old diesel buses are transferred to other vulnerable community settings—and recommend that policymakers prioritize funding for accessible ESBs and enforce compliance with the ADA and IDEA.","ai_generated":true,"unit":"wri-001715#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The transition to electric school buses (ESBs) risks replicating existing barriers for disabled students, including unreliable wheelchair ramps and lifts, sensory overstimulation from diesel engines, and inconsistent compliance with disability laws.","ai_generated":true,"unit":"wri-001715#insight-1","date_modified":"2026-10-23"},{"text":"Students with disabilities, particularly those of color in low-income, rural, or Tribal areas, face intersectional challenges such as inadequate sidewalk infrastructure, higher air pollution, and longer commutes, which negatively impact their health and education.","ai_generated":true,"unit":"wri-001715#insight-2","date_modified":"2026-10-23"},{"text":"Current school bus systems often segregate disabled students by using separate, lower-capacity buses, which isolates them from their peers; participants advocate for universal accessibility on every bus to end this practice.","ai_generated":true,"unit":"wri-001715#insight-3","date_modified":"2026-10-23"},{"text":"The shift to ESBs introduces new accessibility considerations, such as the need for noise systems to alert people with vision disabilities, as electric buses are significantly quieter than diesel models.","ai_generated":true,"unit":"wri-001715#insight-4","date_modified":"2026-10-23"},{"text":"There is a risk of 'echo exposure,' where retired diesel buses are sold or donated to other community entities (like nursing homes or jails) that serve disabled populations, thereby transferring rather than eliminating pollution harms.","ai_generated":true,"unit":"wri-001715#insight-5","date_modified":"2026-10-23"},{"text":"The extraction of minerals for EV batteries often occurs on or near Indigenous lands, potentially causing injury and disability for the 'global majority' while the benefits of electrification are realized in the US.","ai_generated":true,"unit":"wri-001715#insight-6","date_modified":"2026-10-23"},{"text":"Inaccessible transportation leads to academic setbacks, including tardiness and absences, for which students are often unfairly penalized by school districts.","ai_generated":true,"unit":"wri-001715#insight-7","date_modified":"2026-10-23"},{"text":"ESBs could be utilized for multipurpose community roles beyond school transport, such as mobile libraries, emergency evacuation vehicles, or charging stations for power wheelchairs.","ai_generated":true,"unit":"wri-001715#insight-8","date_modified":"2026-10-23"}],"climate_tags":["environmental justice","air pollution","climate change","intersectionality"],"geography_discussed":["Maryland","New York","Illinois","Washington","Navajo Nation","Hawaii","Ghana","Democratic Republic of the Congo"],"frame_perspective":[],"analysis_type":["exploratory research","intersectional analysis","stakeholder analysis"]},{"id":"glorespar-000138","url":"https://climateinsightsdirectory.org/document/glorespar-000138","title":"RESILIENCE HUB VIRTUAL SUMMIT","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2025/01/virtual-hub-report-2024.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2024 Regional Resilience Hubs virtual summit focused on democratising climate governance and advancing locally-led adaptation (LLA) across Africa, Asia, and Latin America. The event emphasised the need for flexible, decentralised climate finance to bypass bureaucratic delays and reach vulnerable communities directly. Key discussions highlighted the intersection of gender, care work, and human rights, arguing that reframing care as a communal responsibility and securing land rights for women are essential for holistic resilience. The summit showcased specific tools and initiatives, such as the County Climate Fund in Kenya and the CSMAP tool in Asian Mega-Deltas, to demonstrate how participatory mapping and subnational funding can drive effective climate-smart agriculture and infrastructure. Looking toward COP30, the report calls for a shift from tokenism to meaningful inclusion of marginalised groups and a transition from high-level speeches to concrete, actionable proposals for community-driven adaptation.","ai_generated":true,"unit":"glorespar-000138#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a critical need for flexible and decentralised climate finance mechanisms to empower local communities and reduce bureaucratic delays in addressing loss and damage.","ai_generated":true,"unit":"glorespar-000138#insight-1","date_modified":"2026-10-23"},{"text":"Locally-led adaptation (LLA) is most effective when it utilizes participatory approaches, such as the CSMAP tool in Asian Mega-Deltas for climate-smart agriculture or the County Climate Fund in Kenya for subnational resource management.","ai_generated":true,"unit":"glorespar-000138#insight-2","date_modified":"2026-10-23"},{"text":"Gender equality and social inclusion in climate resilience require an intersectional approach that recognizes the burden of unpaid care work and the necessity of secure land rights for women.","ai_generated":true,"unit":"glorespar-000138#insight-3","date_modified":"2026-10-23"},{"text":"Effective climate resilience requires a rights-based approach that prioritizes sustainable livelihood alternatives over the eviction of vulnerable populations in disaster-prone areas.","ai_generated":true,"unit":"glorespar-000138#insight-4","date_modified":"2026-10-23"},{"text":"Co-creation and the use of 'knowledge brokers' are essential to bridge the gap between academic research and indigenous knowledge, ensuring that policies are demand-driven and inclusive.","ai_generated":true,"unit":"glorespar-000138#insight-5","date_modified":"2026-10-23"},{"text":"To move beyond tokenism, future climate action leading to COP30 must prioritize the meaningful inclusion of indigenous peoples, youth, and persons with disabilities in decision-making processes.","ai_generated":true,"unit":"glorespar-000138#insight-6","date_modified":"2026-10-23"}],"climate_tags":["Community based adaptation","climate finance","gender equality","climate justice","nature-based solutions","biodiversity","land tenure","loss and damage","Climate-smart agriculture","human rights","intersectionality"],"geography_discussed":["Bangladesh","Nepal","Kenya","India","Pakistan"],"frame_perspective":[],"analysis_type":["policy analysis","case study review"]},{"id":"wri-001191","url":"https://climateinsightsdirectory.org/document/wri-001191","title":"Next stop, access!","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"guide","language":"en","date_published":"2024","source_url":"https://files.wri.org/d8/s3fs-public/2024-07/before-you-read-next-stop-access.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document establishes the conceptual foundations for an exploratory paper on disability rights and justice during the transition to electric school buses. It defines disability justice (DJ) and environmental justice (EJ) as frameworks rooted in the experiences of marginalized communities and people of color. It expands the definition of 'accessible school buses' beyond wheelchair lifts to include sensory and comfort-based features. Additionally, it details the four primary types of school buses (A, B, C, and D) and their capacities for ADA lift integration, while outlining the legal protections provided by the ADA, Section 504 of the Rehabilitation Act, and IDEA.","ai_generated":true,"unit":"wri-001191#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The document distinguishes between disability rights, which focuses on legal protections and compliance, and disability justice (DJ), a framework established by queer and disabled activists of color that emphasizes collective action, intersectionality, and leadership by those most impacted.","ai_generated":true,"unit":"wri-001191#insight-1","date_modified":"2026-10-23"},{"text":"Environmental justice (EJ) is defined as a framework rooted in communities of color that seeks to address systemic inequities and ensure equitable treatment and engagement in the creation and enforcement of environmental laws and policies.","ai_generated":true,"unit":"wri-001191#insight-2","date_modified":"2026-10-23"},{"text":"While commonly defined by the presence of power wheelchair lifts or retractable ramps, the document proposes a broader definition of school bus accessibility that includes adaptable seats, temperature regulation, air ventilation, audiovisual communications, and reduced stimulation (noise and vibration).","ai_generated":true,"unit":"wri-001191#insight-3","date_modified":"2026-10-23"},{"text":"The document identifies four types of school buses, noting that Type C buses are the most common in the US (approximately 70%) and Type D are the largest (approximately 20%). All currently available electric school bus (ESB) models for Types A, C, and D have the capacity to be equipped with ADA lifts.","ai_generated":true,"unit":"wri-001191#insight-4","date_modified":"2026-10-23"},{"text":"Universal design, also known as inclusive design, is an approach to manufacturing school buses that integrates accessibility features from the outset to accommodate the broadest spectrum of users, rather than adding them as later modifications.","ai_generated":true,"unit":"wri-001191#insight-5","date_modified":"2026-10-23"},{"text":"Three major pieces of legislation provide protections for people with disabilities in the US: the Americans with Disabilities Act (ADA), Section 504 of the Rehabilitation Act of 1973, and the Individuals with Disabilities Education Act (IDEA).","ai_generated":true,"unit":"wri-001191#insight-6","date_modified":"2026-10-23"}],"climate_tags":["environmental justice","intersectionality","climate justice"],"geography_discussed":["Washington, D.C."],"frame_perspective":[],"analysis_type":["conceptual framework","definitional guide"]}]}