{"query_echo":{"q":"","filters":{"analysis_type":["gender impact analysis"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'gender impact analysis' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":2,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=gender+impact+analysis","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":"iisd-001101","url":"https://climateinsightsdirectory.org/document/iisd-001101","title":"Beyond Irrigation: Harnessing the untapped potential of solar pumps","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2026-02","source_url":"https://www.iisd.org/system/files/2026-02/beyond-irrigation-solar-pumps-india.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates a pilot project by Oorja Development Solutions that integrated solar milling services with existing solar irrigation infrastructure in Uttar Pradesh. Findings indicate that while solar mills reduce costs and travel distances for households, sustained adoption is hindered by operational issues such as operator unavailability and inconsistent grinding quality. The study highlights positive shifts in women's mobility and autonomy due to the proximity of the mills, as well as dietary improvements from more frequent, small-batch processing. It recommends that Indian policy frameworks, specifically PM-KUSUM, be expanded to incentivize multi-use solar systems and gender-inclusive designs.","ai_generated":true,"unit":"iisd-001101#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The adoption of solar mills consolidated among core users over time; while overall usage decreased by 4 percentage points between the midline and endline surveys, the proportion of households using Oorja mills as their primary source rose from 19% to 26%.","ai_generated":true,"unit":"iisd-001101#insight-1","date_modified":"2026-10-23"},{"text":"Operational and technical barriers, rather than cost, were the primary reasons for user drop-off, with the most cited issues being operator unavailability, delays, and concerns over flour quality such as coarseness or burning.","ai_generated":true,"unit":"iisd-001101#insight-2","date_modified":"2026-10-23"},{"text":"Solar mills significantly improved physical accessibility, with primary Oorja users traveling an average of 0.57 km at endline, compared to 1.08 km for those using diesel or electric mills.","ai_generated":true,"unit":"iisd-001101#insight-3","date_modified":"2026-10-23"},{"text":"Users of Oorja solar mills experienced lower milling costs than those using conventional mills; at endline, Oorja primary users paid an average of INR 1.9 per kg, while diesel/electric users paid INR 2.33 per kg.","ai_generated":true,"unit":"iisd-001101#insight-4","date_modified":"2026-10-23"},{"text":"The proximity of solar mills within villages enabled a behavioral shift from bulk milling to smaller, more frequent batches, which reduced food spoilage and encouraged the processing of diverse crops like coriander, chili, and turmeric.","ai_generated":true,"unit":"iisd-001101#insight-5","date_modified":"2026-10-23"},{"text":"While quantitative data showed that formal decision-making power remained largely with men (only 2% of women were primarily responsible for milling), qualitative evidence indicated increased autonomy and mobility for women, girls, and elderly women who could visit the mills independently.","ai_generated":true,"unit":"iisd-001101#insight-6","date_modified":"2026-10-23"},{"text":"The provision of short-term credit and payment deferrals at solar mills served as a critical financial support mechanism for vulnerable households facing cash flow challenges.","ai_generated":true,"unit":"iisd-001101#insight-7","date_modified":"2026-10-23"}],"climate_tags":["energy poverty","Climate-smart agriculture","rural electrification"],"geography_discussed":["Bahraich district","Barabanki district","Hardoi district","Kenya","Mali","Bangladesh","Jharkhand","Tanzania","Nepal"],"frame_perspective":[],"analysis_type":["socio-economic impact assessment","gender impact analysis","comparative study","pilot evaluation"]},{"id":"ciel-000764","url":"https://climateinsightsdirectory.org/document/ciel-000764","title":"Microsoft Word - Request for Investigation from ActionAid South Africa re Women in Mpumalanga Region","publisher":{"name":"Center for International Environmental Law","organization":"center-for-international-environmental-law"},"document_type":"statement","language":"en","date_published":"2017-10-26","source_url":"https://www.ciel.org/wp-content/uploads/2018/02/Request-for-Investigation-from-ActionAid-South-Africa.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that coal mining in Mpumalanga, South Africa, disproportionately harms women and girls by polluting water and air, destroying arable land, and increasing poverty, which in turn leads to higher rates of sexual exploitation and health crises.","ai_generated":true,"unit":"ciel-000764#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"As of December 2016, 60% of the land in the Mpumalanga province was either being mined or was under exploration, severely impacting communities reliant on subsistence farming.","ai_generated":true,"unit":"ciel-000764#insight-1","date_modified":"2026-10-23"},{"text":"Coal mining has caused severe water insecurity and pollution in Mpumalanga. Acid mine drainage and heavy metals make water toxic and non-potable, causing health issues like rashes and eye irritation. In the town of Carolina, residents lacked access to clean water for over a year starting in January 2015.","ai_generated":true,"unit":"ciel-000764#insight-2","date_modified":"2026-10-23"},{"text":"Mining activities undermine the right to food by encroaching on farming and grazing land, sterilizing soil through acid water drainage, and contaminating crops and livestock with coal dust and air pollution.","ai_generated":true,"unit":"ciel-000764#insight-3","date_modified":"2026-10-23"},{"text":"Air pollution from coal mining and the burning of 'duff coal' (coal waste) leads to respiratory illnesses such as asthma. Women and girls are particularly exposed because they are primarily responsible for cooking with these fuels in confined spaces.","ai_generated":true,"unit":"ciel-000764#insight-4","date_modified":"2026-10-23"},{"text":"Environmental degradation and poverty have forced women and girls into hazardous economic activities, including artisanal mining involving toxic chemicals and sex work. This has contributed to Mpumalanga having the second highest rate of HIV for women aged 15-49 and an increase in unplanned teenage pregnancies.","ai_generated":true,"unit":"ciel-000764#insight-5","date_modified":"2026-10-23"},{"text":"The South African government is accused of violating its own Constitution and international agreements, such as CEDAW and the Maputo Protocol, by failing to enforce the 'polluter pays principle' and allowing mining companies to violate human rights without providing effective remedy.","ai_generated":true,"unit":"ciel-000764#insight-6","date_modified":"2026-10-23"}],"climate_tags":["water pollution","air pollution","food security","human rights","climate change","sustainable development"],"geography_discussed":["Carolina"],"frame_perspective":[],"analysis_type":["human rights assessment","gender impact analysis"]}]}