{"query_echo":{"q":"","filters":{"analysis_type":["mixed-methods"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'mixed-methods' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":5,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=mixed-methods","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"sei-000314","url":"https://climateinsightsdirectory.org/document/sei-000314","title":"Navigating the Winds of Change","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2026-03-27","source_url":"https://www.sei.org/publications/navigating-the-winds-of-change/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study uses a mixed-methods approach, including a global Delphi survey and scenario stress-testing, to identify 'weak signals' of change that could trigger systemic disruption. The authors argue that moving beyond linear extrapolations of mega-trends toward anticipatory governance and strategic foresight is essential for maintaining planetary health and economic resilience in an era of converging crises.","ai_generated":true,"unit":"sei-000314#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Traditional planning methods that rely on linear extrapolations from established global mega-trends are insufficient for addressing the intersecting and converging crises of the 21st century.","ai_generated":true,"unit":"sei-000314#insight-1","date_modified":"2026-10-23"},{"text":"The study's methodology—utilizing a Delphi survey of 790 participants across 132 countries and a 10,000-run bootstrap test—indicates that anticipatory governance can be improved by focusing on high-centrality weak signals and institutionalizing continuous scanning to prevent cascading risks in technological, economic, and planetary-health systems.","ai_generated":true,"unit":"sei-000314#insight-2","date_modified":"2026-10-23"},{"text":"Strategic foresight and informed anticipation are presented as critical imperatives for achieving a resilient future and a global common good amidst disruptions such as climate change, pandemics, geopolitical upheaval, and the rise of Artificial Intelligence.","ai_generated":true,"unit":"sei-000314#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change","planetary health"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["mixed-methods","Delphi survey","scenario stress-testing"]},{"id":"sei-001012","url":"https://climateinsightsdirectory.org/document/sei-001012","title":"Ecological citizenship: co-designing sustainable transitions","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2025-05-02","source_url":"https://www.sei.org/publications/ecological-citizenship-co-design-sustainable-transitions/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","analysis_type"],"summary":{"text":"The research identifies ecological citizenship (EC) as a multidimensional practice emphasizing shared responsibility for sustainability and social equity. Using roundtable discussions and workshops, the authors found that participatory approaches focusing on people, place, and legacy enable more people to engage in positive climate action. However, the study warns that the uptake of EC practices is hindered by a lack of social and structural innovation, as the model requires significant cooperation between public and private sectors.","ai_generated":true,"unit":"sei-001012#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Ecological citizenship is a multidimensional practice that promotes shared responsibility for social equity and ecological sustainability, providing a framework to empower communities in the transition to climate neutrality.","ai_generated":true,"unit":"sei-001012#insight-1","date_modified":"2026-10-23"},{"text":"Participatory methods centered on people, place, and legacy facilitate the co-creation of climate solutions and increase the number of people participating in climate action.","ai_generated":true,"unit":"sei-001012#insight-2","date_modified":"2026-10-23"},{"text":"The adoption of ecological citizenship practices is limited by a deficiency in structural and social innovation, as the practice relies on inclusion, local knowledge, and cooperation between the private and public sectors.","ai_generated":true,"unit":"sei-001012#insight-3","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":[],"frame_perspective":[],"analysis_type":["mixed-methods"]},{"id":"iai-000069","url":"https://climateinsightsdirectory.org/document/iai-000069","title":"Anticipatory capacity in response to global change across an extreme elevation gradient in the Ica Basin, Peru","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"research paper","language":"en","date_published":"2025-01-13","source_url":"https://iai.int/es/pub_acad/anticipatory-capacity-in-response-to-global-change-across-an-extreme-elevation-gradient-in-the-ica-basin-peru/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The research assesses farmers' ability to anticipate hydroclimatic and production changes in the Ica Basin, Peru. It finds a significant disparity in information access, where coastal agro-export farmers have reliable data while smallholders and upstream producers lack access to modern forecasts and market conditions. This gap is attributed to poorly maintained infrastructure and unreliable telecommunications across extreme elevation gradients, alongside the erosion of traditional knowledge networks.","ai_generated":true,"unit":"iai-000069#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant disparity in access to critical information across the Ica Basin's elevation gradient; while coastal lowland agro-export sector farmers have reliable advance information on climate and markets, smallholders in the lowlands and upstream producers have very little access to modern weather forecasts or market conditions.","ai_generated":true,"unit":"iai-000069#insight-1","date_modified":"2026-10-23"},{"text":"Infrastructure and environmental challenges hinder information delivery, as extreme elevation gradients affect the cost and reliability of telecommunications, and physical access issues lead to the poor maintenance of meteorological and hydrologic stations.","ai_generated":true,"unit":"iai-000069#insight-2","date_modified":"2026-10-23"},{"text":"Traditional knowledge and informal social networks are no longer sufficient for farmers to navigate rapidly shifting social, political, and environmental conditions.","ai_generated":true,"unit":"iai-000069#insight-3","date_modified":"2026-10-23"}],"climate_tags":["adaptive capacity","traditional knowledge"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["mixed-methods"]},{"id":"sei-000992","url":"https://climateinsightsdirectory.org/document/sei-000992","title":"Adaptation Finance Madagascar","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2022-12-07","source_url":"https://www.sei.org/publications/adaptation-finance-madagascar","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study investigates a UN Adaptation Fund project in Madagascar's Aloatra-Mangoro region, finding that project benefits disproportionately accrued to households with higher political connectivity rather than the most vulnerable, thereby exacerbating local inequality.","ai_generated":true,"unit":"sei-000992#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Analysis of 599 household surveys using a multi-level model reveals that households receiving project benefits possessed higher levels of political connectivity compared to those who did not participate.","ai_generated":true,"unit":"sei-000992#insight-1","date_modified":"2026-10-23"},{"text":"The UN Adaptation Fund project likely failed to target the most vulnerable populations, instead benefiting households already better positioned to adapt and increasing inequality within the targeted communities.","ai_generated":true,"unit":"sei-000992#insight-2","date_modified":"2026-10-23"}],"climate_tags":["adaptation finace","climate change adaptation"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["quantitative analysis","qualitative analysis","mixed-methods"]},{"id":"prio-001345","url":"https://climateinsightsdirectory.org/document/prio-001345","title":"Economic Development, Rebel Mobilization, and Civil War Onset","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2013-01","source_url":"https://cdn.cloud.prio.org/files/56777819-d3f7-4aa5-88d8-e19d9662ade2/Economic Development Rebel Mobilization and Civil War Onset.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research argues that the association between poverty and civil war is primarily driven by low state reach and geographic accessibility rather than the depth of poverty itself. Through cross-national quantitative analysis and a detailed case study of the Maoist insurgency in Nepal, the author finds that while inaccessibility and pre-existing social networks are critical for the survival and growth of initially weak rebel groups, their importance declines as rebels gain relative military capacity. The study concludes that the 'economic opportunity cost' account—which posits that poverty makes rebellion financially feasible—is less supported by the evidence than the 'politico-military opportunity' account.","ai_generated":true,"unit":"prio-001345#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"State reach is a more significant determinant of civil war onset than GDP per capita; when controlling for state reach, GDP per capita no longer shows a significant association with the risk of civil war.","ai_generated":true,"unit":"prio-001345#insight-1","date_modified":"2026-10-23"},{"text":"The 'economic opportunity cost' theory, which suggests the poorest individuals are most likely to rebel, is not robustly supported; the income of the poorest 10% of the population (bottom decile income) is not significantly associated with civil war onset.","ai_generated":true,"unit":"prio-001345#insight-2","date_modified":"2026-10-23"},{"text":"The role of geographic inaccessibility in insurgency is contingent on the relative military power of the belligerents: it is crucial for weak rebels who need to hide, but becomes less important as they gain strength.","ai_generated":true,"unit":"prio-001345#insight-3","date_modified":"2026-10-23"},{"text":"In the early stages of the Maoist insurgency in Nepal, pre-existing local organizational and social networks were more critical for mobilization than territorial control or poverty.","ai_generated":true,"unit":"prio-001345#insight-4","date_modified":"2026-10-23"},{"text":"Ineffective counterinsurgency practices, such as arresting supporters on false charges and relying on unpopular local informants, can actively facilitate rebel mobilization by creating grievances.","ai_generated":true,"unit":"prio-001345#insight-5","date_modified":"2026-10-23"},{"text":"A global analysis of conflict onset locations indicates that areas with forested and mountainous terrain have a higher risk of conflict onset, supporting politico-military opportunity theories.","ai_generated":true,"unit":"prio-001345#insight-6","date_modified":"2026-10-23"},{"text":"In the least developed countries, the data suggests a counter-intuitive pattern where wealthier areas may see a higher likelihood of conflict onset, possibly because the state's capacity is so low that rebels do not need to hide in inaccessible areas.","ai_generated":true,"unit":"prio-001345#insight-7","date_modified":"2026-10-23"}],"climate_tags":["economic development"],"geography_discussed":["Rolpa District","Africa"],"frame_perspective":[],"analysis_type":["quantitative cross-national analysis","case study","process-tracing","mixed-methods"]}]}