{"query_echo":{"q":"","filters":{"analysis_type":["quantitative survey analysis"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'quantitative survey analysis' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":3,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=quantitative+survey+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":"commgmu-000065","url":"https://climateinsightsdirectory.org/document/commgmu-000065","title":"Which Republicans are worried about global warming?","publisher":{"name":"Center for Climate Change Communication","organization":"center-for-climate-change-communication"},"document_type":"research paper","language":"en","date_published":"2023-10-25","source_url":"https://climatecommunication.gmu.edu/all/which-republicans-are-worried-about-global-warming/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study finds that 27% of U.S. Republicans are Alarmed or Concerned about global warming. These individuals are more likely to be younger, female, politically moderate, people of color, and suburban residents compared to other Republicans. While they hold stronger pro-climate views and support policies like renewable energy research and carbon dioxide regulation more than the average American, they are no more likely to discuss or hear about climate change in their social circles.","ai_generated":true,"unit":"commgmu-000065#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Approximately 27% of Republicans are classified as either 'Alarmed' or 'Concerned' about global warming, while 44% are 'Doubtful' or 'Dismissive'.","ai_generated":true,"unit":"commgmu-000065#insight-1","date_modified":"2026-10-23"},{"text":"Republicans who are Alarmed or Concerned differ demographically and politically from other Republicans: they are more likely to be Gen Z/Millennial (35% vs 29%), female (57% vs 45%), political moderates (53% vs 26%), people of color (27% vs 16%), and suburban residents (57% vs 52%). They are less likely to be White (73% vs 84%) or identify as 'very conservative' (10% vs 28%).","ai_generated":true,"unit":"commgmu-000065#insight-2","date_modified":"2026-10-23"},{"text":"Alarmed or Concerned Republicans hold stronger pro-climate beliefs and policy preferences than the average American, including higher agreement that global warming is human-caused (70% vs 58%) and support for regulating carbon dioxide as a pollutant (86% vs 73%).","ai_generated":true,"unit":"commgmu-000065#insight-3","date_modified":"2026-10-23"},{"text":"Despite their strong views, Alarmed or Concerned Republicans do not hear or talk about global warming more than the general public; 39% discuss it with family and friends 'often' or 'occasionally', compared to 36% of all Americans.","ai_generated":true,"unit":"commgmu-000065#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate change communication","climate policy","renewable energy"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["quantitative survey analysis","demographic segmentation"]},{"id":"pari-000202","url":"https://climateinsightsdirectory.org/document/pari-000202","title":"In class? Poverty, social exclusion and school access in South Africa","publisher":{"name":"Public Affairs Research Institute","organization":"public-affairs-research-institute"},"document_type":"research paper","language":"en","date_published":"2012","source_url":"https://pari.org.za/wp-content/uploads/2018/05/20120000_InClassSocialExclusionAndAccess_Journal-Articles_DieltiensGibert.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The research challenges the assumption that absolute poverty and school fees are the primary causes of school drop-out in South Africa. While enrolment is high, completion rates remain low. The authors argue that 'relative poverty'—the subjective experience of inequality and social exclusion within the school environment—creates psychological barriers and disincentives for poor learners to remain in school, particularly in socio-economically mixed settings.","ai_generated":true,"unit":"pari-000202#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"School enrolment in South Africa is high for children aged seven to 15, but completion rates for Grade 12 are low, estimated at only 44% by the Department of Basic Education, largely due to high repetition rates.","ai_generated":true,"unit":"pari-000202#insight-1","date_modified":"2026-10-23"},{"text":"While poverty remains a driver of drop-out, school fees are less significant than previously thought, likely due to pro-poor policies such as no-fee schools and fee exemptions. Less than 1% of caregivers reported children being denied access specifically due to non-payment of fees.","ai_generated":true,"unit":"pari-000202#insight-2","date_modified":"2026-10-23"},{"text":"Other access costs, particularly school uniforms, continue to be a heavy burden for poor households. Transport costs are a primary barrier specifically for learners in rural communities and commercial farming areas due to a lack of secondary schools.","ai_generated":true,"unit":"pari-000202#insight-3","date_modified":"2026-10-23"},{"text":"Poor learners face social exclusion and punishment for non-payment of fees, including the withholding of report cards or exam results, and experiences of intimidation and humiliation from school staff.","ai_generated":true,"unit":"pari-000202#insight-4","date_modified":"2026-10-23"},{"text":"The subjective experience of relative poverty—feeling 'small' or 'the odd one out' compared to wealthier peers—acts as a catalyst for dropping out, especially in schools with a greater socio-economic mix.","ai_generated":true,"unit":"pari-000202#insight-5","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Limpopo","Gauteng","Phagameng","Thembelihle","Doreen","Kenya"],"frame_perspective":[],"analysis_type":["socio-economic analysis","qualitative research","quantitative survey analysis"]},{"id":"prio-001590","url":"https://climateinsightsdirectory.org/document/prio-001590","title":"‘Mtwara Will Be the New Dubai’: Dashed Expectations, Grievances and Civil Unrest in Tanzania","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://cdn.cloud.prio.org/files/3861e967-f834-4fb6-8ebb-7dd2cfc3e333/Mtwara will be the new Dubai_manuscript_June2018.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research examines the link between horizontal inequalities and civil unrest in the Mtwara and Lindi regions of Tanzania. While these regions have faced long-term objective economic marginalization, the authors find that this structural inequality alone did not trigger conflict. Instead, the discovery of natural gas and subsequent government decisions—specifically the decision to pipe gas to Dar es Salaam instead of developing local industry—created frustrated expectations and perceptions of unfair treatment. Using survey data from 804 respondents and 35 interviews, the study demonstrates that the perception of being treated unfairly by the government is the strongest predictor of both support for and actual participation in protests and political violence.","ai_generated":true,"unit":"prio-001590#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Objective structural inequalities are insufficient to trigger civil unrest; the population in Southern Tanzania remained peaceful despite decades of economic, political, and social marginalization.","ai_generated":true,"unit":"prio-001590#insight-1","date_modified":"2026-10-23"},{"text":"The discovery of natural gas and subsequent government policy decisions acted as a catalyst for unrest by creating frustrated collective expectations and a sense of injustice.","ai_generated":true,"unit":"prio-001590#insight-2","date_modified":"2026-10-23"},{"text":"Perceptions of unfair treatment by the government are the most significant predictors of both support for and actual participation in civil unrest, including the use of political violence.","ai_generated":true,"unit":"prio-001590#insight-3","date_modified":"2026-10-23"},{"text":"While perceived regional economic inequality and frustrated collective expectations are associated with support for protests, they do not significantly correlate with actual participation in unrest.","ai_generated":true,"unit":"prio-001590#insight-4","date_modified":"2026-10-23"},{"text":"Individual perceptions of inequality (vertical inequality) have no significant effect on the likelihood of supporting or participating in mobilization, reinforcing the importance of group-based identity.","ai_generated":true,"unit":"prio-001590#insight-5","date_modified":"2026-10-23"},{"text":"The decision to construct a 532-kilometre pipeline to transport gas from Mnazi Bay to Dar es Salaam was viewed by locals as a breach of presidential promises to develop local industries.","ai_generated":true,"unit":"prio-001590#insight-6","date_modified":"2026-10-23"},{"text":"Demographic analysis indicates that younger people are more likely to support and participate in civil unrest.","ai_generated":true,"unit":"prio-001590#insight-7","date_modified":"2026-10-23"}],"climate_tags":["natural gas","natural resource management"],"geography_discussed":["Dar es Salaam","Kenya","Uganda","Ghana","Nigeria"],"frame_perspective":[],"analysis_type":["quantitative survey analysis","qualitative interviews","case study"]}]}