{"query_echo":{"q":"","filters":{"analysis_type":["Gender Analysis"]},"warnings":[]},"total":{"value":83,"relation":"eq"},"page":3,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=Gender+Analysis&page=3","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=Gender+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":"napglob-000232","url":"https://climateinsightsdirectory.org/document/napglob-000232","title":"Gender and Human Rights Analysis","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2021-10","source_url":"https://napglobalnetwork.org/wp-content/uploads/2022/10/napgn-en-2021-gender-human-rights-analysis-republic-marshall-islands-.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses the integration of gender equality and human rights into the climate adaptation strategies of the Republic of the Marshall Islands (RMI). While RMI has a strong policy framework—including the 2050 Tile Til Eo Climate Strategy and the 2019 Gender Equality Act—the report identifies significant gaps in operationalizing these goals. Key barriers include limited technical capacity, high staff turnover, a reliance on external consultants, and persistent social norms that frame women as passive victims rather than agents of change. The document provides a detailed roadmap of recommendations across four phases of the NAP process, emphasizing the need for sex-disaggregated data, inclusive community consultations, and the establishment of monitoring and evaluation protocols that track women's rights as markers of climate adaptation success.","ai_generated":true,"unit":"napglob-000232#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Republic of the Marshall Islands has established a comprehensive policy architecture that explicitly links climate action with gender and human rights, notably through the 2050 Tile Til Eo Climate Strategy and the 2019 Gender Equality Act.","ai_generated":true,"unit":"napglob-000232#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant gap between high-level policy intentions and practical implementation, with some stakeholders concerned that gender and human rights integration may be a symbolic 'tick-box exercise'.","ai_generated":true,"unit":"napglob-000232#insight-2","date_modified":"2026-10-23"},{"text":"Deeply embedded social norms and the high prevalence of gender-based violence (GBV) act as barriers to women's participation in climate action, often reinforcing a narrative of women as merely vulnerable.","ai_generated":true,"unit":"napglob-000232#insight-3","date_modified":"2026-10-23"},{"text":"RMI faces severe structural barriers to advancing gender-responsive adaptation, including a lack of sex-disaggregated data, insufficient technical expertise, and high staff turnover within government agencies.","ai_generated":true,"unit":"napglob-000232#insight-4","date_modified":"2026-10-23"},{"text":"The country's heavy reliance on external consultants for climate and gender agendas has hindered the development of sustainable internal capacity among Marshallese nationals.","ai_generated":true,"unit":"napglob-000232#insight-5","date_modified":"2026-10-23"},{"text":"Climate change impacts in RMI are existential and differentiated, with specific risks including sea level rise, saltwater intrusion into aquifers, and threats to sexual and reproductive health and rights.","ai_generated":true,"unit":"napglob-000232#insight-6","date_modified":"2026-10-23"},{"text":"Women are significantly underrepresented in RMI's formal political leadership, with only 1 out of 33 seats in the lower house (Nitijela) and 3 out of 12 in the upper house (Council of Iroij) held by women.","ai_generated":true,"unit":"napglob-000232#insight-7","date_modified":"2026-10-23"},{"text":"The report recommends that the NAP process utilize 'people-centred' vulnerability assessments and inclusive consultation frameworks to ensure the voices of women and minority groups from the Outer Islands are captured.","ai_generated":true,"unit":"napglob-000232#insight-8","date_modified":"2026-10-23"},{"text":"To ensure long-term success, the report suggests establishing monitoring, evaluation, and learning (MEL) protocols that use women's rights and gender-responsive budgeting as explicit indicators of success.","ai_generated":true,"unit":"napglob-000232#insight-9","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","human rights","climate change adaptation","sea level rise","coastal erosion","food security","climate finance","gender mainstreaming","intersectionality","vulnerability assessment"],"geography_discussed":["United States"],"frame_perspective":[],"analysis_type":["policy analysis","institutional assessment","gender analysis","human rights analysis"]},{"id":"issafri-002131","url":"https://climateinsightsdirectory.org/document/issafri-002131","title":"Navigating beyond gender in the maritime sector","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2021-09","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/AR-035.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines gender inequality in the African maritime sector, highlighting that current frameworks often equate gender equality solely with women's inclusion. It advocates for an intersectional analysis—considering race, age, and class—to address the systemic exclusion of youth and other marginalised groups. The document reviews African Union maritime instruments, finds a lack of implementation and data, and provides examples of gender-sensitive initiatives in fisheries and coastal management.","ai_generated":true,"unit":"issafri-002131#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The African maritime sector is heavily male-dominated, with women making up only 2% of the global maritime workforce. Women's roles are often restricted to administrative or junior positions, with only 10% in senior leadership, most of whom are chief financial officers.","ai_generated":true,"unit":"issafri-002131#insight-1","date_modified":"2026-10-23"},{"text":"Existing maritime security and governance frameworks in Africa frequently omit gender integration or narrowly define gender equality as the inclusion of women, treating them as a homogenous group and ignoring other marginalised populations such as youth.","ai_generated":true,"unit":"issafri-002131#insight-2","date_modified":"2026-10-23"},{"text":"Several African Union maritime instruments lack the necessary ratifications to enter into force or fail to provide practical implementation details. The Lomé Charter and the Revised African Maritime Transport Charter (RAMTC) have both failed to secure the required ratifications.","ai_generated":true,"unit":"issafri-002131#insight-3","date_modified":"2026-10-23"},{"text":"The African Blue Economy Strategy (ABES) is identified as a positive step forward because it explicitly mentions the inclusivity of women, youth, and vulnerable people within its goals for fisheries and aquaculture.","ai_generated":true,"unit":"issafri-002131#insight-4","date_modified":"2026-10-23"},{"text":"In the fisheries sector, a distinct gender divide exists where men primarily perform the fishing, while women handle 58% of the processing work and the majority of sales, though their contributions are often dismissed as domestic work.","ai_generated":true,"unit":"issafri-002131#insight-5","date_modified":"2026-10-23"},{"text":"A critical lack of disaggregated data regarding age, race, and class makes it difficult to perform intersectional analyses or develop targeted policies for youth and other marginalised groups in the maritime sector.","ai_generated":true,"unit":"issafri-002131#insight-6","date_modified":"2026-10-23"},{"text":"Professional networks and cooperatives serve as essential 'safety nets' for women in the male-dominated maritime industry, helping them overcome isolation and gain access to resources.","ai_generated":true,"unit":"issafri-002131#insight-7","date_modified":"2026-10-23"}],"climate_tags":["gender equality","intersectionality","blue economy","aquaculture","coastal management","water transport"],"geography_discussed":["Cape Verde","Ivory Coast","Mozambique","Seychelles","South Africa","Guinea","Mauritania","Kenya"],"frame_perspective":[],"analysis_type":["policy review","gender analysis"]},{"id":"iai-000993","url":"https://climateinsightsdirectory.org/document/iai-000993","title":"Decisión XXVIII/6: Política de Género en Proyectos y Actividades del IAI","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"briefing","language":"es","date_published":"2021-04-16","source_url":"https://archive.iai.int/administrador/assets/images/ckfinder/files/iai-cop-29-8-es.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This briefing, prepared by the Executive Directorate of the Inter-American Institute for Global Change Research (IAI), presents a proposed Gender Policy for IAI scientific projects and activities. The policy aims to ensure gender equality in research and capacity building, recognizing that gender is a social construct and not binary. It establishes five primary objectives to promote regional leadership in gender equality, integrate gender dimensions into science, eliminate selection biases, create inclusive research environments, and develop gender-focused training.","ai_generated":true,"unit":"iai-000993#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"The IAI Gender Policy aims to ensure gender equality in scientific projects and capacity-building activities, aligning with the goals of IAI Parties to promote women's empowerment and high-quality regional science. The policy recognizes that gender is a social construction that varies by society and is not binary, noting that individuals with diverse gender identities often face discrimination and underrepresentation in science.","ai_generated":true,"unit":"iai-000993#insight-1","date_modified":"2026-08-17"},{"text":"Data indicates a persistent gender gap in science across the Americas. In Latin America and the Caribbean (LAC), women make up 45.8% of researchers on average, but are underrepresented in STEM fields by 36%. In North America, women represent 27.5% of the STEM workforce. The document notes that women in STEM are less likely to reach leadership positions, publish less, and receive lower pay due to factors such as discrimination and domestic pressures.","ai_generated":true,"unit":"iai-000993#insight-2","date_modified":"2026-08-17"},{"text":"Internal IAI data from 2002 to 2021 reveals a gender gap in leadership roles for scientific projects. Only 29% of principal investigators (22 out of 75) in Collaborative Research Networks (CRN) and Small Grants Projects (SGP) were women, while women represented 36% (194 out of 527) of all researchers in those projects.","ai_generated":true,"unit":"iai-000993#insight-3","date_modified":"2026-08-17"},{"text":"IAI capacity-building activities have shown more balanced or female-predominant participation. Between 2012 and 2019, women represented 51.5% (467 out of 906) of participants in 24 training events. Additionally, research internship programs saw 86% female researcher participation in the first program, and 67% female intern participation in the latter.","ai_generated":true,"unit":"iai-000993#insight-4","date_modified":"2026-08-17"},{"text":"The policy outlines five strategic objectives: 1) enhancing regional leadership in gender equality in science; 2) integrating gender dimensions into IAI-supported activities, including requiring gender equality clauses in grant agreements; 3) eliminating biases in project selection through gender-neutral language and balanced peer-review panels; 4) establishing inclusive environments, including a zero-tolerance policy for sexual harassment; and 5) developing training and guidance materials to facilitate gender equality.","ai_generated":true,"unit":"iai-000993#insight-5","date_modified":"2026-08-17"},{"text":"To support researchers with female parental leave, the IAI Executive Directorate will attempt to provide flexible grant management, including potential extensions of grant periods and additional funding, subject to the availability of external resources.","ai_generated":true,"unit":"iai-000993#insight-6","date_modified":"2026-08-17"}],"climate_tags":["gender equality","capacity building","stem","scientific research","global change research"],"geography_discussed":["Latin America and the Caribbean","North America","Argentina","Mexico"],"frame_perspective":[],"analysis_type":["policy proposal","gender analysis"]},{"id":"seforall-000293","url":"https://climateinsightsdirectory.org/document/seforall-000293","title":"COOLING FOR ALL AND GENDER","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"policy brief","language":"en","date_published":"2021-03-01","source_url":"https://www.seforall.org/system/files/2021-03/Gender-Cooling-SEforALL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes how gender norms, poverty, and social structures exacerbate the vulnerabilities of women and girls to heat stress and limit their access to cooling services. It highlights specific risks in healthcare, domestic labor, and agriculture, while calling for sex-disaggregated data and gender-transformative policies to achieve universal sustainable cooling.","ai_generated":true,"unit":"seforall-000293#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Over 1 billion people in 54 high-impact countries lack access to cooling services that support health and livelihoods, while another 2.2 billion people in lower-middle income settings are at risk of using inefficient cooling devices.","ai_generated":true,"unit":"seforall-000293#insight-1","date_modified":"2026-10-23"},{"text":"Women face distinct physiological and lived vulnerabilities to heat; pregnant women have a lower tolerance for heat stress, which increases the risk of heat exhaustion and potential harm to the fetus.","ai_generated":true,"unit":"seforall-000293#insight-2","date_modified":"2026-10-23"},{"text":"Gender-based social structures and cultural norms increase women's risk during extreme heat events, such as the 2010 Ahmedabad heatwave, where women in poor settings suffered disproportionately due to outdoor cooking and lack of home facilities.","ai_generated":true,"unit":"seforall-000293#insight-3","date_modified":"2026-10-23"},{"text":"Lack of reliable electricity in rural health facilities in Ghana (27% access) and Uganda (29% access) creates risks for childbearing women and hinders the delivery of temperature-sensitive vaccines, such as the HPV vaccine which requires storage between 2-8°C.","ai_generated":true,"unit":"seforall-000293#insight-4","date_modified":"2026-10-23"},{"text":"Women are disproportionately affected by energy poverty and heat stress in the home, as they perform a majority of indoor chores; UNICEF estimates girls spend 160 million more hours daily on household chores than boys.","ai_generated":true,"unit":"seforall-000293#insight-5","date_modified":"2026-10-23"},{"text":"In the agricultural sector, women face significant barriers to cooling technology due to lack of formal land ownership and limited access to finance, particularly in regions like Sub-Saharan Africa and Southeast Asia.","ai_generated":true,"unit":"seforall-000293#insight-6","date_modified":"2026-10-23"},{"text":"Women in the informal economy, including domestic workers in Brazil and India, often work in unregulated environments without mandated ventilation or cooling, exposing them to extreme heat and health hazards.","ai_generated":true,"unit":"seforall-000293#insight-7","date_modified":"2026-10-23"},{"text":"The garment industry, which employs 80% women and is concentrated in the Asia-Pacific region, often features poorly ventilated factories that cause female workers to suffer from headaches, respiratory problems, and fainting.","ai_generated":true,"unit":"seforall-000293#insight-8","date_modified":"2026-10-23"},{"text":"There are opportunities for women to lead in the cooling workforce, with China showing high female registration in national refrigeration associations (just under 20%) and Indonesia seeing increased female roles in the RAC industry.","ai_generated":true,"unit":"seforall-000293#insight-9","date_modified":"2026-10-23"},{"text":"Current national cooling policies, such as India's National Cooling Action Plan, often fail to directly address gender in terms of data, supporting programmes, or expected outcomes.","ai_generated":true,"unit":"seforall-000293#insight-10","date_modified":"2026-10-23"}],"climate_tags":["gender equality","heat stress","energy poverty","urban heat island","climate change adaptation"],"geography_discussed":["India","Ghana","Uganda","Benin","Rwanda","Mozambique","Nigeria","Pakistan","Sudan","Brazil","Bangladesh","Qatar","People's Republic of China","Indonesia","Trinidad and Tobago","Ahmedabad"],"frame_perspective":[],"analysis_type":["policy analysis","gender analysis","socio-economic assessment"]},{"id":"gclifun-005207","url":"https://climateinsightsdirectory.org/document/gclifun-005207","title":"Gender Analysis and Assessment","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2021-03","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp179-gender-assessment.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses gender inequalities in Tanzania, specifically within the agriculture sector, identifying four primary barriers for women: land ownership, labor access, technical/technological gaps, and financial constraints. It reviews national and international policy frameworks and proposes how the TACATDP project will address these barriers through adaptation credits, guarantee support, and technical assistance.","ai_generated":true,"unit":"gclifun-005207#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Tanzania has established a comprehensive legal and policy framework for gender, including the ratification of the Convention on the Elimination of All Forms of Discrimination against Women (1979) and the Beijing Platform for Action (1995), as well as national policies like the Women and Gender Development Policy (2000) and the National Strategy for Gender Development (2008).","ai_generated":true,"unit":"gclifun-005207#insight-1","date_modified":"2026-10-23"},{"text":"Despite national policies, gender inequalities persist in Tanzania, with women facing higher unemployment rates and lower incomes than men. The Gender Development Index is 0.948 and the Gender Inequalities Index is 0.556.","ai_generated":true,"unit":"gclifun-005207#insight-2","date_modified":"2026-10-23"},{"text":"Women in the agriculture sector experience lower productivity and higher vulnerability due to four main barriers: land ownership, labor access, technical/technological barriers, and financial barriers. The annual cost of the gender gap in agricultural productivity is estimated at $105 million.","ai_generated":true,"unit":"gclifun-005207#insight-3","date_modified":"2026-10-23"},{"text":"Land ownership is heavily skewed toward men, who make up 73% of landholders compared to 27% for women. Women typically hold smaller, lower-quality plots (averaging 0.6 hectares versus 1 hectare for men) and often lack secure property rights due to customary tenure norms.","ai_generated":true,"unit":"gclifun-005207#insight-4","date_modified":"2026-10-23"},{"text":"Labor access is unbalanced as women perform significant unpaid care and domestic work, and often provide unpaid labor on their husbands' plots. The inability to acquire adequate male family labor accounts for 97.3% of the gender gap in agricultural productivity, approximately US$102 million.","ai_generated":true,"unit":"gclifun-005207#insight-5","date_modified":"2026-10-23"},{"text":"Women face significant technical and technological barriers, including limited access to mechanical irrigation, pesticides, and fertilizers. 92% of women's plots are irrigated by flooding, compared to 63% for men.","ai_generated":true,"unit":"gclifun-005207#insight-6","date_modified":"2026-10-23"},{"text":"Financial barriers are severe for women, who earn lower incomes and lack the formal property rights required for bank collateral. CRDB Bank has attempted to mitigate this through the Malkia Account, which offers reduced lending interest rates of 14% compared to the previous 24%.","ai_generated":true,"unit":"gclifun-005207#insight-7","date_modified":"2026-10-23"},{"text":"The TACATDP project aims to address these gender barriers through three main components: adaptation credits to increase financial inclusion for smallholders, a guarantee facility to alleviate collateral requirements, and technical assistance to provide training and climate-resilient tools.","ai_generated":true,"unit":"gclifun-005207#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","Climate-smart agriculture","gender equality","gender mainstreaming","climate finance","smallholder","land tenure","agricultural productivity","greenhouse gas emissions"],"geography_discussed":["Uganda","East Africa"],"frame_perspective":[],"analysis_type":["gender analysis","policy review","problem tree analysis"]},{"id":"prio-001125","url":"https://climateinsightsdirectory.org/document/prio-001125","title":"COVID-19 and the Law: Framing Healthcare Worker Risks as Women’s Rights Violations – Peace Research Institute Oslo (PRIO)","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"statement","language":"en","date_published":"2021-01-05","source_url":"https://www.prio.org/comments/822","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The author contends that the safety and security risks facing healthcare workers are deeply gendered, as women constitute 70% of the global health workforce and 90% of nurses but are excluded from leadership. The text argues that universal human rights frameworks have a \"neutralization effect\" that conceals these gendered impacts. To remedy this, the author recommends utilizing the Convention on the Elimination of All Forms of Discrimination against Women (CEDAW) and the Violence and Harassment Convention, 2019 (No. 190) to legally address discrimination, structural underpayment, inadequate PPE, and gender-based violence in the healthcare sector.","ai_generated":true,"unit":"prio-001125#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant gender imbalance in healthcare leadership compared to the workforce; women make up 70% of healthcare workers and 90% of nurses, yet they only hold 25% of leadership positions.","ai_generated":true,"unit":"prio-001125#insight-1","date_modified":"2026-10-23"},{"text":"Universal human rights frameworks may fail to protect women healthcare workers because their general framing can mask the fact that women are disproportionately affected by pandemic-related risks.","ai_generated":true,"unit":"prio-001125#insight-2","date_modified":"2026-10-23"},{"text":"The author proposes using the Convention on the Elimination of All Forms of Discrimination against Women (CEDAW) to frame specific healthcare issues as human rights violations, including the structural underpayment of nurses and the failure to provide gender-appropriate PPE and reproductive health supplies during quarantine.","ai_generated":true,"unit":"prio-001125#insight-3","date_modified":"2026-10-23"},{"text":"Gender-based violence and sexual harassment are described as persistent norms in healthcare, and the author advocates for the ratification of the Violence and Harassment Convention, 2019 (No. 190) to provide formal legal recognition and sanctions.","ai_generated":true,"unit":"prio-001125#insight-4","date_modified":"2026-10-23"},{"text":"Healthcare workers faced extreme mortality during the pandemic; by the end of October 2020, 1,500 nurses from 44 countries had died, with total health worker fatalities estimated as high as 20,000.","ai_generated":true,"unit":"prio-001125#insight-5","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Norway"],"frame_perspective":[],"analysis_type":["legal analysis","gender analysis"]},{"id":"gclifun-005183","url":"https://climateinsightsdirectory.org/document/gclifun-005183","title":"Ghana Shea Landscape Emission Reductions Project Ghana","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2020-10-06","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp137-gender-action-plan.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The Gender Action Plan for the Ghana Shea Landscape Emission Reductions Project establishes a framework to address gender gaps in forest resource management and the shea industry. It mandates the hiring of a Gender and Safeguards Officer and sets quantitative targets for women's participation in decision-making bodies, training, and employment. Key objectives include ensuring women's rights in Modified Taungya System (MTS) contracts, increasing women's access to shea processing technologies, and integrating gender perspectives into Environmental and Social Impact Assessments (ESIA). The plan allocates a total gender-responsive budget of 13,273,339 USD across various activities, including shea parkland restoration and value chain strengthening.","ai_generated":true,"unit":"gclifun-005183#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The project will employ a Gender and Safeguards Officer for its entire duration to lead the planning, implementation, and monitoring of gender-responsive actions within the Project Management Unit.","ai_generated":true,"unit":"gclifun-005183#insight-1","date_modified":"2026-10-23"},{"text":"The plan sets specific participation targets for women in community forest management, aiming for women to make up 40% of decision-making body members in Community Resource Management Areas (CREMA), Community Resource Management Committees (CRMC), and Community Executive Committees (CEC).","ai_generated":true,"unit":"gclifun-005183#insight-2","date_modified":"2026-10-23"},{"text":"To support the shea value chain, the project aims for 50% of selected farm sites and 50% of local nurseries to be farmed, owned, or managed by women's groups.","ai_generated":true,"unit":"gclifun-005183#insight-3","date_modified":"2026-10-23"},{"text":"The project intends to improve women's economic competitiveness in the shea industry by introducing new processing technologies for fruits into kernels and fuel briquettes from waste, with a target that 90% of women using these technologies report increased profits.","ai_generated":true,"unit":"gclifun-005183#insight-4","date_modified":"2026-10-23"},{"text":"Regarding the Modified Taungya System (MTS), the project targets 100% of signed contracts to explicitly confirm women's rights, obligations, and benefits.","ai_generated":true,"unit":"gclifun-005183#insight-5","date_modified":"2026-10-23"},{"text":"The project aims to integrate gender perspectives into environmental safeguards, targeting that 80% of findings from the Gender Assessment and Action Plan (GAAP) are integrated into the Environmental and Social Impact Assessment (ESIA).","ai_generated":true,"unit":"gclifun-005183#insight-6","date_modified":"2026-10-23"},{"text":"The total budget allocated for activities where gender equality is a significant or principal objective is 13,273,339 USD.","ai_generated":true,"unit":"gclifun-005183#insight-7","date_modified":"2026-10-23"}],"climate_tags":["Reducing emissions from deforestation and forest degradation","forest management","gender equality","climate finance"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy planning","gender analysis"]},{"id":"issafri-001760","url":"https://climateinsightsdirectory.org/document/issafri-001760","title":"Women in Africa’s maritime space","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2020-06","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/sar-39.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies cultural, structural, and workplace barriers that marginalise women in the male-dominated maritime sector in Africa. It highlights a critical lack of gender-disaggregated data and the phenomenon of 'sea blindness' as obstacles to visibility and recruitment. Using South Africa as a primary case study, the report suggests that the United Nations' Women, Peace and Security (WPS) agenda can provide a framework for improving women's inclusion. Key recommendations include launching public awareness campaigns, implementing gender-sensitive budgeting, and creating mentorship programmes to bridge the gender gap.","ai_generated":true,"unit":"issafri-001760#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The maritime sector remains heavily male-dominated, with women comprising only about 2% of the global seafarer workforce. This underrepresentation has not seen significant change over the last ten years.","ai_generated":true,"unit":"issafri-001760#insight-1","date_modified":"2026-10-23"},{"text":"A critical lack of gender-specific and sex-disaggregated data prevents an accurate assessment of women's needs and realities in the maritime space, effectively rendering them invisible within the sector.","ai_generated":true,"unit":"issafri-001760#insight-2","date_modified":"2026-10-23"},{"text":"The phenomenon of 'sea blindness'—where states and the private sector fail to appreciate the economic and security value of the maritime environment—contributes to the perception of maritime careers as unattractive or exclusively male.","ai_generated":true,"unit":"issafri-001760#insight-3","date_modified":"2026-10-23"},{"text":"Women in the maritime sector face severe workplace challenges, including discrimination, harassment, and sexual violence, often exacerbated by patriarchal organisational cultures.","ai_generated":true,"unit":"issafri-001760#insight-4","date_modified":"2026-10-23"},{"text":"The Women, Peace and Security (WPS) agenda, while successful in the peace and security sector, currently lacks a conceptual link to maritime security, representing a missed opportunity to increase the visibility of women's challenges at sea.","ai_generated":true,"unit":"issafri-001760#insight-5","date_modified":"2026-10-23"},{"text":"South Africa has seen specific milestones in women's maritime leadership, such as the first Black South African female to command a naval vessel in 2015 and the first female submarine officer in Africa, though women still primarily occupy supporting roles.","ai_generated":true,"unit":"issafri-001760#insight-6","date_modified":"2026-10-23"},{"text":"The 'Blue Economy' approach, focusing on sustainable ocean resource use, is identified as a potential vehicle for the economic and political empowerment of women in Africa.","ai_generated":true,"unit":"issafri-001760#insight-7","date_modified":"2026-10-23"}],"climate_tags":["blue economy","gender equality","Sustainable Development Goal 5","water transport"],"geography_discussed":["Nigeria","Sierra Leone","Burundi","Rwanda","South Sudan","Sudan","Tanzania","Uganda","Zimbabwe"],"frame_perspective":[],"analysis_type":["policy analysis","gender analysis","exploratory study"]},{"id":"wri-001554","url":"https://climateinsightsdirectory.org/document/wri-001554","title":"Beyond Title: How to Secure Land Tenure for Women","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"briefing","language":"en","date_published":"2020-03-03","source_url":"https://www.wri.org/insights/beyond-title-how-secure-land-tenure-women","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that formal land titles are often used as a proxy for tenure security but frequently fail to provide women with actual control over land due to discriminatory laws, customary norms, and lack of access to resources. It highlights that individual titling can conflict with indigenous collective tenure systems and may even lead to dispossession. To achieve genuine security, the author recommends gender-equitable normative frameworks, the inclusion of women in land governance, and ancillary support such as technical training and credit access.","ai_generated":true,"unit":"wri-001554#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Securing land rights for women provides broad socio-economic benefits, including improved child nutrition, higher school enrollment, and increased resilience to climate change through long-term investments like soil conservation.","ai_generated":true,"unit":"wri-001554#insight-1","date_modified":"2026-10-23"},{"text":"Formal land titling does not automatically guarantee tenure security or control; women often face barriers such as lack of identity documents, illiteracy, and language barriers that prevent them from claiming rights.","ai_generated":true,"unit":"wri-001554#insight-2","date_modified":"2026-10-23"},{"text":"Customary norms and social taboos often override formal titles, forcing women to cede control of harvests to men or preventing them from plowing land, which can lead to unlawful evictions under 'use-it-or-lose-it' laws.","ai_generated":true,"unit":"wri-001554#insight-3","date_modified":"2026-10-23"},{"text":"In many regions, customary inheritance norms and family laws allow husbands or male relatives to maintain primary decision-making power and administration of land, even when titles are held jointly.","ai_generated":true,"unit":"wri-001554#insight-4","date_modified":"2026-10-23"},{"text":"Women with land titles face significantly higher constraints than men in accessing agricultural extension services, technology, and credit; an FAO survey of 97 countries found only 5% of extension resources were directed at women.","ai_generated":true,"unit":"wri-001554#insight-5","date_modified":"2026-10-23"},{"text":"Individual land titling can be counterproductive for indigenous peoples who rely on collective tenure and the 'commons' for domestic needs like water and fuelwood, potentially eroding social institutions and increasing conflict.","ai_generated":true,"unit":"wri-001554#insight-6","date_modified":"2026-10-23"},{"text":"Effective tenure security requires a multi-pronged approach: repealing discriminatory family laws, implementing gender quotas in land administration, and providing ancillary support like capacity building and marketing assistance.","ai_generated":true,"unit":"wri-001554#insight-7","date_modified":"2026-10-23"}],"climate_tags":["land tenure","gender equality","climate resilience","climate finance","Sustainable Development Goals"],"geography_discussed":["Bolivia","Ethiopia","Indonesia","Peru","Nicaragua","India","Azerbaijan","Nigeria","Argentina","Cameroon","Chile","Democratic Republic of the Congo","Honduras","Republic of the Congo","Ecuador","Tanzania","Kenya","Zambia","Uganda"],"frame_perspective":[],"analysis_type":["policy analysis","gender analysis"]},{"id":"iisd-000188","url":"https://climateinsightsdirectory.org/document/iisd-000188","title":"Gender and Fossil Fuel Subsidy Reform in Nigeria: Findings and recommendations","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2020-02-05","source_url":"https://www.iisd.org/publications/report/gender-and-fossil-fuel-subsidy-reform-nigeria-findings-and-recommendations","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that kerosene subsidies in Nigeria failed poor women, who paid 2–6 times the official price and faced hardships during shortages. The 2016 subsidy removal further stressed household incomes, leading women in rural areas to rely more on inferior biomass fuels. The report recommends against reinstating kerosene subsidies, suggesting instead that funds be redirected toward social protection programs and the financing of clean-burning cookstoves.","ai_generated":true,"unit":"iisd-000188#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Kerosene subsidies were ineffective for poor women in Nigeria, as no surveyed households paid the official price; instead, they paid between two and six times the official sales price.","ai_generated":true,"unit":"iisd-000188#insight-1","date_modified":"2026-10-23"},{"text":"Fuel shortages disproportionately affected women, who spent hours or entire days queuing for fuel and often relied on informal dealers selling adulterated fuel at higher prices.","ai_generated":true,"unit":"iisd-000188#insight-2","date_modified":"2026-10-23"},{"text":"The 2016 removal of kerosene subsidies negatively impacted women's budgets. While women in Lagos coped by saving fuel or shifting expenditures, those in rural areas had fewer financial strategies and increased their use of inferior biomass fuels.","ai_generated":true,"unit":"iisd-000188#insight-3","date_modified":"2026-10-23"},{"text":"Surveyed households do not prioritize energy subsidies over other forms of government support, preferring instead jobs, health, financial support, and education.","ai_generated":true,"unit":"iisd-000188#insight-4","date_modified":"2026-10-23"},{"text":"The report strongly advises against returning to kerosene subsidies, suggesting that funds be redirected to social protection and the provision of clean-burning cookstoves to reduce indoor air pollution for low-income women.","ai_generated":true,"unit":"iisd-000188#insight-5","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel subsidy","clean cooking","biomass","social protection","energy access","renewable energy","household air pollution"],"geography_discussed":["Lagos","Imo State"],"frame_perspective":[],"analysis_type":["gender analysis","policy assessment"]},{"id":"iisd-002958","url":"https://climateinsightsdirectory.org/document/iisd-002958","title":"Gender and Fossil Fuel Subsidy Reform in Bangladesh","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2020-02","source_url":"https://www.iisd.org/system/files/publications/gender-fossil-fuel-subsidy-reform-bangladesh.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that kerosene subsidies in Bangladesh are largely ineffective, as official price cuts are not passed to consumers and many poor households remain unaware of the subsidies. While women are primarily exposed to the health risks of kerosene and biomass cooking, men dominate energy purchasing and decision-making. The study suggests that instead of reforming the kerosene subsidy, the government should shift support toward clean energy alternatives like solar PV and grid electricity, which 69% of households believe would most benefit women.","ai_generated":true,"unit":"iisd-002958#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Kerosene subsidies in Bangladesh are ineffective because official price reductions are not passed to consumers, and there is widespread lack of awareness among the poor. A 2016 price cut from BDT 68 to 65 per litre was not reflected in retail prices, which averaged BDT 77 per litre, approximately 14% higher than the official price. Furthermore, 95% of surveyed households were unaware of the subsidy and over 80% did not know the official price.","ai_generated":true,"unit":"iisd-002958#insight-1","date_modified":"2026-10-23"},{"text":"Men hold primary control over energy procurement and decision-making, despite women being the primary users of energy for cooking. Men are responsible for purchasing kerosene in more than 94% of households. Decisions regarding energy sources for lighting and cooking are made solely by the husband or father in 46% and 39% of households, respectively.","ai_generated":true,"unit":"iisd-002958#insight-2","date_modified":"2026-10-23"},{"text":"Women face disproportionate exposure to indoor air pollution due to their role as primary cooks, spending an average of 80 minutes daily on cooking activities. While 99% of households expressed a desire to switch from kerosene to electricity, awareness of the specific health impacts of kerosene remains low.","ai_generated":true,"unit":"iisd-002958#insight-3","date_modified":"2026-10-23"},{"text":"Hypothetical kerosene price increases would likely lead households to reduce food expenditure, potentially increasing the vulnerability of women and girls. In the event of a 50% price increase, 67% of households would reduce kerosene use and expenditure on other goods, such as food, while increasing income-generating activities (IGAs).","ai_generated":true,"unit":"iisd-002958#insight-4","date_modified":"2026-10-23"},{"text":"Access to electricity is perceived as the most beneficial service for women, with 45% of women not currently in income-generating activities stating they would start an IGA if they had access to grid or solar electricity.","ai_generated":true,"unit":"iisd-002958#insight-5","date_modified":"2026-10-23"},{"text":"Regression analysis indicates that while female students study less on average than males, they are less sensitive to kerosene price increases in terms of reduced study and leisure time.","ai_generated":true,"unit":"iisd-002958#insight-6","date_modified":"2026-10-23"},{"text":"The kerosene supply chain is characterized by high profit margins for retail sellers and inefficiencies. Retailers enjoy the highest profit margin (56–65% of the markup price), while depots have the lowest (16-18%).","ai_generated":true,"unit":"iisd-002958#insight-7","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel subsidy","energy access","household air pollution","gender equality","energy transition","clean cooking"],"geography_discussed":["Rangpur District","Chattogram District","Barishal District","India","Nigeria","Indonesia"],"frame_perspective":[],"analysis_type":["gender analysis","economic impact assessment","policy evaluation"]},{"id":"iisd-002961","url":"https://climateinsightsdirectory.org/document/iisd-002961","title":"Gender and Fossil Fuel Subsidy Reform in Nigeria","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2020-02","source_url":"https://www.iisd.org/system/files/publications/gender-fossil-fuel-subsidy-reform-nigeria.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that kerosene subsidies in Nigeria were largely ineffective, as most low-income households paid significantly above the official price and women faced long queues and safety risks from adulterated fuel. The 2016 removal of these subsidies further strained women's budgets, pushing many in rural areas back toward biomass for cooking, which increases exposure to indoor air pollution and time spent collecting wood. While women often control daily energy choices, men typically own the electronic appliances. The report recommends against returning to kerosene or LPG subsidies, suggesting instead a shift toward technology-neutral clean cooking support and social protection programs targeted at female heads of households.","ai_generated":true,"unit":"iisd-002961#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Kerosene subsidies failed to provide low-cost fuel to poor women; no surveyed households paid the official price of NGN 50 per litre in 2015, with prices in Lagos being four times higher and in Imo more than six times higher.","ai_generated":true,"unit":"iisd-002961#insight-1","date_modified":"2026-10-23"},{"text":"The removal of kerosene subsidies in 2016 negatively impacted women by increasing prices and maintaining fuel scarcity, leading many to revert to biomass. In Imo, 50% of households and in Lagos 18% reported they would use more biomass as a result of price hikes.","ai_generated":true,"unit":"iisd-002961#insight-2","date_modified":"2026-10-23"},{"text":"Women bear a disproportionate burden of energy poverty because they are primarily responsible for cooking and are the main purchasers of kerosene and firewood, making their incomes more vulnerable to price increases.","ai_generated":true,"unit":"iisd-002961#insight-3","date_modified":"2026-10-23"},{"text":"The use of biomass for cooking creates significant opportunity costs for women, with survey data showing they spend 10 to 30 minutes daily collecting wood, which detracts from income-generating and family tasks.","ai_generated":true,"unit":"iisd-002961#insight-4","date_modified":"2026-10-23"},{"text":"There is a gender gap in energy decision-making: while women often decide on cooking and lighting fuels, men typically purchase and own electronic appliances, influencing the choice of energy-using devices.","ai_generated":true,"unit":"iisd-002961#insight-5","date_modified":"2026-10-23"},{"text":"Low-income households prioritize social support over energy subsidies, preferring government assistance for jobs, health, financial support, and education over access to modern energy.","ai_generated":true,"unit":"iisd-002961#insight-6","date_modified":"2026-10-23"},{"text":"The kerosene distribution system was plagued by corruption and inefficiency, forcing women to queue for hours or rely on informal dealers who sell adulterated fuel, increasing the risk of domestic explosions.","ai_generated":true,"unit":"iisd-002961#insight-7","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel subsidy","biomass","clean cooking","energy access","household air pollution","renewable energy","gender equality","energy poverty"],"geography_discussed":["Lagos","Imo State","India","Bangladesh","Indonesia"],"frame_perspective":[],"analysis_type":["gender analysis","policy evaluation","socio-economic impact assessment"]},{"id":"iisd-000132","url":"https://climateinsightsdirectory.org/document/iisd-000132","title":"Gender and Fossil Fuel Subsidy Reform in India: Findings and recommendations","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"executive summary","language":"en","date_published":"2019-12-18","source_url":"https://www.iisd.org/publications/gender-fossil-fuel-subsidy-reform-india","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report finds that while India's clean cooking schemes improve energy access and save women an average of one hour per day, current LPG subsidies are inefficiently targeted, with nearly half of beneficiaries not belonging to the poorest households. It recommends refining subsidy targeting to better support poor households and adopting a holistic strategy that promotes non-fossil-fuel cooking technologies, such as electricity.","ai_generated":true,"unit":"iisd-000132#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"India's clean cooking initiatives have improved energy access for poor women, though approximately half of the surveyed women still rely on biomass for cooking.","ai_generated":true,"unit":"iisd-000132#insight-1","date_modified":"2026-10-23"},{"text":"Switching from biomass to liquified petroleum gas (LPG) reduces the time women spend on cooking and cleaning by an average of one hour per day, while also decreasing exposure to drudgery and harmful indoor air pollution.","ai_generated":true,"unit":"iisd-000132#insight-2","date_modified":"2026-10-23"},{"text":"Current LPG subsidies are poorly targeted: only 48% of those receiving PMUY connection subsidies were in the poorest 40% of households, and 48% of PAHAL consumption subsidy recipients did not possess below the poverty line (BPL) cards.","ai_generated":true,"unit":"iisd-000132#insight-3","date_modified":"2026-10-23"},{"text":"The report advises that India should reform its subsidy targeting to benefit more poor households and transition toward a holistic strategy that includes non-fossil-fuel cooking technologies, such as electricity.","ai_generated":true,"unit":"iisd-000132#insight-4","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel subsidy","clean cooking","energy access","gender","household air pollution","biomass"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["gender analysis","policy evaluation"]},{"id":"iisd-002960","url":"https://climateinsightsdirectory.org/document/iisd-002960","title":"Gender and Fossil Fuel Subsidy Reform in India","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2019-12","source_url":"https://www.iisd.org/system/files/publications/gender-fossil-fuel-subsidy-reform-india.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses how India's LPG subsidy schemes, specifically PAHAL (DBTL) and Pradhan Mantri Ujjwala Yojana (PMUY), affect poor women. It finds that while PMUY has increased LPG access and reduced drudgery—saving women an average of one hour per day—significant inefficiencies remain. Many poor households are still left behind due to affordability and distribution barriers, while a large share of consumption subsidies benefit wealthier households. The report recommends improving targeting, reviewing the PMUY loan system to ensure affordability for the poorest, and adopting a more holistic clean cooking strategy.","ai_generated":true,"unit":"iisd-002960#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Pradhan Mantri Ujjwala Yojana (PMUY) has increased LPG access for poor women, leading to reduced exposure to indoor air pollution and significant time savings. Women using LPG saved an average of approximately one hour per day compared to those using biomass for cooking and cleaning.","ai_generated":true,"unit":"iisd-002960#insight-1","date_modified":"2026-10-23"},{"text":"LPG subsidies have influenced female decision-making power within the household. In 74% of surveyed households, women were the primary decision-makers regarding cooking energy sources, a result likely bolstered by the PMUY scheme's requirement for female beneficiaries.","ai_generated":true,"unit":"iisd-002960#insight-2","date_modified":"2026-10-23"},{"text":"The PAHAL (DBTL) consumption subsidy is highly inefficient and poorly targeted, with a significant portion of benefits accruing to high-income households. In 2018, PAHAL subsidies were estimated at INR 2,008 billion, more than eight times the volume of PMUY subsidies, and 48% of surveyed LPG-using households did not hold below the poverty line (BPL) cards.","ai_generated":true,"unit":"iisd-002960#insight-3","date_modified":"2026-10-23"},{"text":"Despite the PMUY connection subsidy, many poor households remain dependent on biomass. In the states of Chhattisgarh and Jharkhand, more than half of the surveyed poor households did not use LPG, often due to high refill costs, local unavailability, or unreliable targeting data from the SECC-2011.","ai_generated":true,"unit":"iisd-002960#insight-4","date_modified":"2026-10-23"},{"text":"The PMUY loan system for stoves and first refills may hinder energy access for the poorest. Because these loans are repaid through deductions from the DBTL subsidy, the effective price of LPG increases during the payback period, making PMUY recipients more sensitive to price increases.","ai_generated":true,"unit":"iisd-002960#insight-5","date_modified":"2026-10-23"},{"text":"LPG adoption in rural areas has shifted the burden of fuel management from women to men. While women typically collect biomass, LPG collection in rural areas is predominantly a male responsibility because cylinders must be collected from distributors rather than delivered to the home.","ai_generated":true,"unit":"iisd-002960#insight-6","date_modified":"2026-10-23"},{"text":"Fuel stacking remains common across all income groups, with households using a mix of LPG and fuelwood. On average, surveyed households sourced 45% of their cooking energy from fuelwood and 39% from LPG.","ai_generated":true,"unit":"iisd-002960#insight-7","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel subsidy","clean cooking","energy access","gender equality","biomass","energy transition","household air pollution","social protection"],"geography_discussed":["Jharkhand","Chhattisgarh","Ranchi","Raipur","Bangladesh","Nigeria"],"frame_perspective":[],"analysis_type":["gender analysis","policy evaluation","socio-economic impact assessment"]},{"id":"napglob-000367","url":"https://climateinsightsdirectory.org/document/napglob-000367","title":"Orientations pour la prise en compte du genre dans le processus de Plan National d’Adaptation (PNA) du Togo","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"fr","date_published":"2019-09","source_url":"https://napglobalnetwork.org/wp-content/uploads/2019/11/napgn-fr-2019-orientations-pour-la-prise-en-compte-du-genre-dans-le-processus-de-PNA-du-Togo-2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the gender-specific vulnerabilities in Togo's climate-sensitive sectors and provides a framework for integrating gender into the National Adaptation Plan (NAP). It identifies systemic barriers, such as limited land rights and low literacy for women, and recommends sex-disaggregated indicators and inclusive decision-making across agriculture, water, energy, and health sectors.","ai_generated":true,"unit":"napglob-000367#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women in Togo face higher vulnerability to climate change due to non-climatic factors, including restricted access to and control over land, where they often receive small plots without guarantees of sustainable use.","ai_generated":true,"unit":"napglob-000367#insight-1","date_modified":"2026-10-23"},{"text":"Economic disparities exacerbate climate vulnerability; women are primarily confined to less profitable non-perennial food crops (such as maize and cassava) which are highly sensitive to seasonal shifts and temperature increases, while men dominate more profitable perennial crops.","ai_generated":true,"unit":"napglob-000367#insight-2","date_modified":"2026-10-23"},{"text":"Gender roles in household resource management increase women's burdens; women and girls are responsible for the majority of water and fuel wood collection, tasks that become more arduous with increased droughts and deforestation.","ai_generated":true,"unit":"napglob-000367#insight-3","date_modified":"2026-10-23"},{"text":"Women are more exposed to climate-induced health risks, including waterborne, vector-borne, and respiratory diseases, due to their domestic roles in water and fuel collection and meal preparation.","ai_generated":true,"unit":"napglob-000367#insight-4","date_modified":"2026-10-23"},{"text":"A significant gap exists in decision-making power; women's participation in community and household decisions is often passive due to customary prejudices and low literacy rates, limiting their influence on adaptation priorities.","ai_generated":true,"unit":"napglob-000367#insight-5","date_modified":"2026-10-23"},{"text":"Poverty incidence is higher and increasing for women in Togo; between 2006 and 2015, the poverty incidence for women rose from 56.2% to 57.4%, while it decreased for men from 62.9% to 54.5%.","ai_generated":true,"unit":"napglob-000367#insight-6","date_modified":"2026-10-23"},{"text":"While Togo has a National Policy for Equity and Gender Equality (2011), its implementation is hindered by a lack of qualified personnel and insufficient budgets for gender focal points in sectoral ministries.","ai_generated":true,"unit":"napglob-000367#insight-7","date_modified":"2026-10-23"},{"text":"The existing National Adaptation Plan to Climate Change (PNACC) was developed at the central level, failing to involve subnational communities and thus overlooking the specific adaptation needs of local populations.","ai_generated":true,"unit":"napglob-000367#insight-8","date_modified":"2026-10-23"},{"text":"To ensure a gender-responsive NAP, the report recommends implementing sex-disaggregated indicators and quotas for women's representation in the National NAP Committee and local planning processes.","ai_generated":true,"unit":"napglob-000367#insight-9","date_modified":"2026-10-23"},{"text":"The report suggests leveraging the ongoing decentralization process and the creation of new communes to establish local gender focal points and integrate local traditional knowledge from women into adaptation plans.","ai_generated":true,"unit":"napglob-000367#insight-10","date_modified":"2026-10-23"}],"climate_tags":["gender equality","climate change adaptation","national adaptation plan","climate change vulnerability","sustainable agriculture","water management","energy transition","coastal erosion","public health","land tenure"],"geography_discussed":["Lomé"],"frame_perspective":[],"analysis_type":["policy analysis","gender analysis","vulnerability assessment"]},{"id":"napglob-000368","url":"https://climateinsightsdirectory.org/document/napglob-000368","title":"Pour un processus de Plan National d’Adaptation (PNA) qui réponde aux questions de genre en Guinée","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"fr","date_published":"2019-08","source_url":"https://napglobalnetwork.org/wp-content/uploads/2019/10/napgn-fr-2019-Pour-un-processus-de-Plan-National-d’Adaptation-qui-réponde-aux-questions-de-genre-en-Guinée.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses the current state of Guinea's National Adaptation Plan (NAP) and identifies significant gender inequalities that exacerbate climate vulnerability. It highlights a lack of explicit links between gender planning and climate adaptation in national policies and recommends institutional reforms, capacity building, and the use of sex-disaggregated data to ensure adaptation measures are equitable and effective.","ai_generated":true,"unit":"napglob-000368#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Guinea is in the initial phase of its NAP process, launched in 2016, but the implementation of its roadmap has been stalled due to a lack of financial resources, leading to a 'NAP Readiness' request to the Green Climate Fund in August 2019.","ai_generated":true,"unit":"napglob-000368#insight-1","date_modified":"2026-10-23"},{"text":"Climate change impacts in Guinea include rising average temperatures, decreased annual precipitation (especially in the north-west and north-east), and a projected sea-level rise of approximately 80 cm by 2100.","ai_generated":true,"unit":"napglob-000368#insight-2","date_modified":"2026-10-23"},{"text":"Women in Guinea are more vulnerable to climate impacts due to systemic gender inequalities, including limited access to resources, lower social status, and restricted participation in decision-making.","ai_generated":true,"unit":"napglob-000368#insight-3","date_modified":"2026-10-23"},{"text":"Gender inequalities are acute in Guinea, with 92% of women aged 15-49 experiencing violence and 98.4% of women and girls affected by female genital mutilation (specifically excision).","ai_generated":true,"unit":"napglob-000368#insight-4","date_modified":"2026-10-23"},{"text":"Climate change disproportionately affects women's health and labor because they are primarily responsible for collecting water and firewood; polluted water increases their risk of waterborne diseases, and resource scarcity increases their daily workload.","ai_generated":true,"unit":"napglob-000368#insight-5","date_modified":"2026-10-23"},{"text":"In the mining sector, women are highly vulnerable as they often work informally and lack control over resources or compensation for land loss, despite making up 40% of artisanal miners.","ai_generated":true,"unit":"napglob-000368#insight-6","date_modified":"2026-10-23"},{"text":"There is a critical gap between gender planning and climate adaptation; most national climate documents, including the NDC, rarely mention gender and provide no specific adaptation measures for women.","ai_generated":true,"unit":"napglob-000368#insight-7","date_modified":"2026-10-23"},{"text":"The Revised National Gender Policy (PNGR) fails to address climate change adaptation and neglects Sustainable Development Goal (SDG) 13, despite acknowledging that women are more affected by climate change.","ai_generated":true,"unit":"napglob-000368#insight-8","date_modified":"2026-10-23"},{"text":"Institutional coordination for climate change is hindered by a multiplicity of overlapping structures and a severe lack of operational capacity, funding, and qualified human resources.","ai_generated":true,"unit":"napglob-000368#insight-9","date_modified":"2026-10-23"},{"text":"Gender and Equity services exist in most ministries, but their operationality varies wildly; for example, the Ministry of Mines is dynamic, while the Ministry of Agriculture's service lacks a team, office, and budget.","ai_generated":true,"unit":"napglob-000368#insight-10","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","gender equality","climate change vulnerability","climate finance","water management","coastal management","mining industry","Sustainable Development Goals","Nationally Determined Contributions"],"geography_discussed":["Labé","Upper Guinea","Moyenne Guinée"],"frame_perspective":[],"analysis_type":["policy analysis","institutional assessment","gender analysis"]},{"id":"napglob-000231","url":"https://climateinsightsdirectory.org/document/napglob-000231","title":"Integrating Gender Considerations in Ethiopia’s National Adaptation Plan (NAP) Process","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2019-06","source_url":"https://napglobalnetwork.org/wp-content/uploads/2019/06/napgn-en-2021-gender-considerations-in-ethiopias-nap-process.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies critical gender disparities in Ethiopia that affect climate vulnerability and adaptive capacity, specifically regarding roles in agriculture, access to natural resources, and participation in decision-making. It proposes 13 overarching recommendations to integrate gender considerations into the NAP-ETH, ranging from addressing social norms and improving access to information to institutionalizing gender-responsive resource allocation and monitoring systems.","ai_generated":true,"unit":"napglob-000231#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Gender roles in Ethiopia create distinct vulnerabilities to climate change; women are more frequently engaged in subsistence agriculture and informal work, while men typically pursue commercial agriculture and paid employment.","ai_generated":true,"unit":"napglob-000231#insight-1","date_modified":"2026-10-23"},{"text":"Women face significant barriers to accessing and controlling natural resources, particularly land, which limits their ability to secure credit and engage in long-term adaptation planning.","ai_generated":true,"unit":"napglob-000231#insight-2","date_modified":"2026-10-23"},{"text":"Women are underrepresented in decision-making processes for climate-sensitive sectors like water and agriculture due to social norms, lack of formal education, and time constraints.","ai_generated":true,"unit":"napglob-000231#insight-3","date_modified":"2026-10-23"},{"text":"Women often possess critical traditional knowledge for adaptation, such as sustainable farm management and seed saving, which is frequently unrecognized in formal planning.","ai_generated":true,"unit":"napglob-000231#insight-4","date_modified":"2026-10-23"},{"text":"Climate-induced water scarcity disproportionately affects women and girls, who are the primary household water suppliers, increasing their physical hardship and risk of violence.","ai_generated":true,"unit":"napglob-000231#insight-5","date_modified":"2026-10-23"},{"text":"There is a critical lack of sex-disaggregated data in existing literature, which hinders a comprehensive understanding of gender dimensions across different adaptation sectors.","ai_generated":true,"unit":"napglob-000231#insight-6","date_modified":"2026-10-23"},{"text":"Effective implementation of NAP-ETH requires addressing underlying social norms and personal security issues, such as gender-based violence, to avoid causing further harm during adaptation.","ai_generated":true,"unit":"napglob-000231#insight-7","date_modified":"2026-10-23"},{"text":"To ensure equitable access to climate services, information must be disseminated through channels that account for women's literacy levels and limited access to technology.","ai_generated":true,"unit":"napglob-000231#insight-8","date_modified":"2026-10-23"},{"text":"Gender-responsive technology promotion should prioritize tools that reduce time poverty and labor for women and girls, and involve both genders in the design process.","ai_generated":true,"unit":"napglob-000231#insight-9","date_modified":"2026-10-23"},{"text":"The report recommends institutionalizing gender-responsive resource allocation through tools like gender equality scorecards and earmarked funds within the NAP-ETH mobilization strategy.","ai_generated":true,"unit":"napglob-000231#insight-10","date_modified":"2026-10-23"},{"text":"The monitoring and evaluation (M&E) system for the NAP process must include measurable gender equality indicators and sex-disaggregated data to track progress.","ai_generated":true,"unit":"napglob-000231#insight-11","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate finance","Climate-smart agriculture","water management","traditional knowledge","climate change vulnerability","adaptive capacity","gender equality","social protection","early warning system","biodiversity conservation","renewable energy"],"geography_discussed":["Afar Region","Djibouti"],"frame_perspective":[],"analysis_type":["gender analysis","policy recommendations"]},{"id":"saiia-001869","url":"https://climateinsightsdirectory.org/document/saiia-001869","title":"South African Migration Policy: A Gendered Analysis","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"policy brief","language":"en","date_published":"2019-06","source_url":"https://saiia.org.za/wp-content/uploads/2019/06/Policy-Insights-70-farley.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The policy brief argues that South Africa's 2017 White Paper on International Migration (WPIM) neglects the 'feminisation of migration,' leaving women migrants vulnerable to exploitation and violence. While women's migration to South Africa has quadrupled since 1990, current legislation remains gender-neutral, failing to address gender-specific drivers or the economic potential of women's remittances and entrepreneurship. The author highlights risks in the informal sector and the potential for human rights violations in proposed border processing centres, urging the government to adopt gender-disaggregated data and targeted protection strategies.","ai_generated":true,"unit":"saiia-001869#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 2017 White Paper on International Migration (WPIM) fails to address gender-specific dimensions of migration, mentioning women only twice in 81 pages and ignoring how gender shapes migration drivers and experiences.","ai_generated":true,"unit":"saiia-001869#insight-1","date_modified":"2026-10-23"},{"text":"South Africa has seen a significant increase in female migration, with the number of international women migrants growing from 519,315 in 1990 to 1,007,320 in 2013. By 2017, South Africa had the highest share of mixed women migrants in Africa at 1.8 million.","ai_generated":true,"unit":"saiia-001869#insight-2","date_modified":"2026-10-23"},{"text":"Women migrants in South Africa face severe vulnerabilities, including a higher likelihood of forced labour and sex trafficking than men. Women constitute 70% of trafficking victims in the country.","ai_generated":true,"unit":"saiia-001869#insight-3","date_modified":"2026-10-23"},{"text":"Female migrants are disproportionately represented in the informal, domestic, and agricultural sectors due to a lack of legal visa pathways. In South Africa, male migrants have a 56% higher probability of finding employment than women.","ai_generated":true,"unit":"saiia-001869#insight-4","date_modified":"2026-10-23"},{"text":"Women's migration offers significant development potential through remittances, as women economic migrants typically send a higher proportion of their income for longer periods than men.","ai_generated":true,"unit":"saiia-001869#insight-5","date_modified":"2026-10-23"},{"text":"The WPIM's proposal for border processing centres raises human rights and safety concerns, particularly regarding reproductive healthcare, childcare, and the risk of male guards patrolling female quarters at night.","ai_generated":true,"unit":"saiia-001869#insight-6","date_modified":"2026-10-23"}],"climate_tags":["gender equality"],"geography_discussed":["Africa","Uganda","Zimbabwe","Ghana","Argentina","Libya","Johannesburg","Cape Town","Limpopo"],"frame_perspective":[],"analysis_type":["policy analysis","gender analysis"]},{"id":"napglob-000370","url":"https://climateinsightsdirectory.org/document/napglob-000370","title":"Pour un Processus de Plan National d’Adaptation (PNA) qui Réponde aux Questions de Genre en Côte d’Ivoire","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"fr","date_published":"2019-02","source_url":"https://napglobalnetwork.org/wp-content/uploads/2019/03/napgn-fr-2019-pour-un-processus-de-plan-national-dadaptation-qui-reponde-aux-question-de-genre-en-cote-divoire.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the intersection of gender inequality and climate vulnerability in Côte d’Ivoire, providing a framework to integrate gender-responsive strategies into the National Adaptation Plan (NAP). It identifies systemic barriers—such as limited land rights for women, economic disparities in agriculture, and institutional gaps in gender monitoring—that amplify climate risks. The document offers detailed recommendations for the NAP process, including the creation of gender-specific indicators, the involvement of the National Observatory for Equity and Gender (ONEG), and sector-specific interventions in agriculture, water access, land use, health, and coastal zones to ensure that adaptation measures do not exacerbate existing inequalities.","ai_generated":true,"unit":"napglob-000370#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change in Côte d’Ivoire is projected to cause a 2°C average temperature increase, greater rainfall variability, and a 30 cm sea-level rise by 2050, leading to reduced water resources, delayed agricultural seasons, and increased coastal erosion.","ai_generated":true,"unit":"napglob-000370#insight-1","date_modified":"2026-10-23"},{"text":"Gender inequalities significantly amplify climate vulnerability; for example, women are more exposed to water-borne and vector-borne diseases due to their domestic roles in water supply and household hygiene.","ai_generated":true,"unit":"napglob-000370#insight-2","date_modified":"2026-10-23"},{"text":"Women face severe disparities in land ownership, with only 8% of women holding a land title or sale certificate compared to 22% of men, which limits their ability to diversify crops or implement adaptation strategies.","ai_generated":true,"unit":"napglob-000370#insight-3","date_modified":"2026-10-23"},{"text":"Economic disparities are stark in the labor market: 90% of active women work in small, informal, and low-productivity enterprises, and they earn an average of 125 dollars per month compared to 240 dollars for men.","ai_generated":true,"unit":"napglob-000370#insight-4","date_modified":"2026-10-23"},{"text":"Institutional capacity to integrate gender into public policy is weak; gender cells in most ministries have disappeared, and there is a lack of qualified personnel and budgets to monitor equity in government entities.","ai_generated":true,"unit":"napglob-000370#insight-5","date_modified":"2026-10-23"},{"text":"The NAP process is coordinated by the National Climate Change Program (PNCC) and focuses initially on five vulnerable sectors: agriculture, water access, land use, coastal zones, and health.","ai_generated":true,"unit":"napglob-000370#insight-6","date_modified":"2026-10-23"},{"text":"The report recommends that the National Observatory for Equity and Gender (ONEG) be given a central role in the NAP technical committee to ensure the integration of gender indicators and monitoring mechanisms.","ai_generated":true,"unit":"napglob-000370#insight-7","date_modified":"2026-10-23"},{"text":"In the agricultural sector, providing women with equal access to productive resources could increase agricultural production by 2.5% to 4% in developing countries, and by 20% in Africa if they receive the same support as men.","ai_generated":true,"unit":"napglob-000370#insight-8","date_modified":"2026-10-23"},{"text":"Adaptation in coastal zones must address the fact that two-thirds of the Ivorian coastline is affected by erosion, exacerbated by both human pressure and climate change.","ai_generated":true,"unit":"napglob-000370#insight-9","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","gender equality","climate change adaptation","agriculture","land use","coastal erosion","public health","climate finance"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["policy assessment","gender analysis","strategic recommendations"]},{"id":"napglob-000371","url":"https://climateinsightsdirectory.org/document/napglob-000371","title":"Pour un Processus de Plan National d’Adaptation (PNA) qui Réponde aux Questions de Genre à Madagascar","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"fr","date_published":"2019-02","source_url":"https://napglobalnetwork.org/wp-content/uploads/2019/03/napgn-fr-2019-pour-un-processus-de-pna-qui-reponde-aux-questions-de-genre-a-madagascar.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the current status of Madagascar's National Adaptation Plan (NAP) and identifies systemic gender inequalities that increase climate vulnerability. It highlights a lack of gender-disaggregated data and limited leadership in gender mainstreaming across sectoral ministries. The document provides a proposed harmonized definition of a gender-responsive NAP and offers specific recommendations for the National Coordination Office for Climate Change (BNCCC) and sectoral strategies in agriculture, water, health, coastal zones, biodiversity, and infrastructure to ensure equitable adaptation outcomes.","ai_generated":true,"unit":"napglob-000371#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Madagascar's NAP process is currently in the development phase, coordinated by the National Coordination Office for Climate Change (BNCCC) and supported by two committees for coordination and monitoring/evaluation active since 2017.","ai_generated":true,"unit":"napglob-000371#insight-1","date_modified":"2026-10-23"},{"text":"Climate change impacts in Madagascar are not uniform due to gender-based differences in social status, economic roles, and access to resources, such as land ownership and decision-making power.","ai_generated":true,"unit":"napglob-000371#insight-2","date_modified":"2026-10-23"},{"text":"Women in Madagascar face significant systemic inequalities, including a 6% representation rate in decision-making positions as of 2016 and lower literacy rates (68%) compared to men (75%).","ai_generated":true,"unit":"napglob-000371#insight-3","date_modified":"2026-10-23"},{"text":"Gender-specific vulnerabilities are acute in water access; women are primarily responsible for household water supply, and climate-induced water scarcity increases their domestic workload and exposure to water-borne diseases.","ai_generated":true,"unit":"napglob-000371#insight-4","date_modified":"2026-10-23"},{"text":"The integration of gender into sectoral planning is hindered by a lack of leadership, a poor understanding of the 'gender' concept among stakeholders, and a lack of gender-disaggregated data in vulnerability studies.","ai_generated":true,"unit":"napglob-000371#insight-5","date_modified":"2026-10-23"},{"text":"The report proposes a specific gender approach for the NAP to promote equality through the recognition of differentiated needs, equitable participation in decision-making, and fair access to financial resources.","ai_generated":true,"unit":"napglob-000371#insight-6","date_modified":"2026-10-23"},{"text":"To operationalize gender integration, the report recommends creating a gender focal unit comprising representatives from the Ministry of Population, the Ministry of Environment, sectoral ministries, and the national platform for Women, Sustainable Development and Food Security.","ai_generated":true,"unit":"napglob-000371#insight-7","date_modified":"2026-10-23"},{"text":"Sector-specific adaptation recommendations include promoting microfinance and gender-appropriate agrometeorological information in agriculture, and ensuring women's validation of water infrastructure projects.","ai_generated":true,"unit":"napglob-000371#insight-8","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","gender equality","climate change vulnerability","climate finance","agriculture","water resource","public health","coastal management","biodiversity","forestry","infrastructure","disaster risk reduction"],"geography_discussed":["Antananarivo"],"frame_perspective":[],"analysis_type":["policy analysis","gender analysis","institutional assessment"]}]}