{"query_echo":{"q":"","filters":{"analysis_type":["community-based research"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'community-based research' 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=community-based+research","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":"saiia-001747","url":"https://climateinsightsdirectory.org/document/saiia-001747","title":"Reclaiming People’s Power Through Electoral Reforms","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"policy brief","language":"en","date_published":"2024-12","source_url":"https://saiia.org.za/wp-content/uploads/2024/12/PI-158-CNRP-Dooms-FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the decline of voter participation in South Africa, attributing it to a perceived lack of accountability and a disconnect between voting and service delivery. Based on workshops with 309 participants, it suggests moving toward direct representation and enhancing civic education to restore faith in the democratic process.","ai_generated":true,"unit":"saiia-001747#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Voter turnout in South Africa is significantly declining, with only 58.6% of registered voters participating in the 2024 national and provincial elections, meaning a quarter or less of the total voting-aged population determined the outcome.","ai_generated":true,"unit":"saiia-001747#insight-1","date_modified":"2026-10-23"},{"text":"Voters increasingly perceive voting as a transaction for basic services or jobs rather than a civic duty for collective social change, leading to disillusionment when these transactional expectations are not met.","ai_generated":true,"unit":"saiia-001747#insight-2","date_modified":"2026-10-23"},{"text":"There is widespread dissatisfaction with the closed list proportional representation system, as voters feel representatives are loyal to party leadership rather than the communities they serve.","ai_generated":true,"unit":"saiia-001747#insight-3","date_modified":"2026-10-23"},{"text":"Workshop participants expressed a strong preference for direct representation, believing that voting for individuals they know personally would improve accountability and engagement.","ai_generated":true,"unit":"saiia-001747#insight-4","date_modified":"2026-10-23"},{"text":"The 2024 introduction of independent candidates via the Electoral Amendment Act of 2023 faced practical barriers, including high participation thresholds and a lack of resources compared to established parties.","ai_generated":true,"unit":"saiia-001747#insight-5","date_modified":"2026-10-23"},{"text":"There is a critical need for civic and voter education to combat misinformation and distrust toward the Independent Electoral Commission (IEC), particularly regarding the mechanics of new electoral processes.","ai_generated":true,"unit":"saiia-001747#insight-6","date_modified":"2026-10-23"},{"text":"Practical suggestions for increasing turnout and accessibility include implementing a hybrid voting system with online options, automatic voter registration for those over 18, and extending voting day to a voting week.","ai_generated":true,"unit":"saiia-001747#insight-7","date_modified":"2026-10-23"}],"climate_tags":["governance"],"geography_discussed":["Gauteng","Eastern Cape","North West","Fort Grey","Qonce","Zeerust","Evaton","Gompo","Berlin","Sharpeville"],"frame_perspective":[],"analysis_type":["policy brief","community-based research"]},{"id":"ucs-001186","url":"https://climateinsightsdirectory.org/document/ucs-001186","title":"Environmental Racism in the Heartland","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"report","language":"en","date_published":"2021-11","source_url":"https://www.ucs.org/sites/default/files/2021-11/ucs-mr-KC-10.21-Engl-web.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report details how systemic racism in Kansas City has led to the disproportionate siting of polluting industries in communities of color and low-income areas, resulting in severe health disparities. It highlights the failure of federal and state air monitoring networks to capture local pollution 'hot spots' and describes the efforts of CleanAirNow to implement community-based monitoring. The document concludes with recommendations for stricter emissions standards, real-time fenceline monitoring, and the transition to zero-emissions transportation to protect vulnerable residents.","ai_generated":true,"unit":"ucs-001186#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Systemic racism in Kansas City, manifested through redlining, zoning, and discriminatory land-use planning, has resulted in communities of color and low-income residents bearing a disproportionate burden of environmental hazards.","ai_generated":true,"unit":"ucs-001186#insight-1","date_modified":"2026-10-23"},{"text":"Residents in heavily industrialized neighborhoods face severe health disparities; for example, a 2016 study in Wyandotte County, Kansas, found a 22-year difference in life expectancy for people in the Armourdale neighborhood compared to other parts of the county.","ai_generated":true,"unit":"ucs-001186#insight-2","date_modified":"2026-10-23"},{"text":"Current federal and state air quality monitoring networks are insufficient because they contain geographic gaps in environmental justice communities and fail to capture short-term pollution spikes or 'hot spots' near industrial facilities.","ai_generated":true,"unit":"ucs-001186#insight-3","date_modified":"2026-10-23"},{"text":"The Clean Air Act's regulatory framework is inadequate for protecting fenceline communities because the EPA is mandated to analyze the effects of individual chemicals one at a time rather than considering the cumulative impacts of multiple pollutants.","ai_generated":true,"unit":"ucs-001186#insight-4","date_modified":"2026-10-23"},{"text":"CleanAirNow (CAN) has established a community-led air monitoring network to provide hyper-local, real-time data, filling gaps left by the EPA and empowering residents to advocate for health protections.","ai_generated":true,"unit":"ucs-001186#insight-5","date_modified":"2026-10-23"},{"text":"Several major polluting facilities in the Kansas City area consistently violate federal laws or go long periods without inspection; for instance, Harcros Chemicals was fined $1 million in 2021 for a Clean Air Act violation involving a chlorine gas release.","ai_generated":true,"unit":"ucs-001186#insight-6","date_modified":"2026-10-23"}],"climate_tags":["environmental racism","environmental justice","air pollution","particulates","climate change","industrial emission"],"geography_discussed":["Armourdale","Argentine","Wyandotte County","Atchison","Newark"],"frame_perspective":[],"analysis_type":["policy analysis","health impact assessment","community-based research"]}]}