{"query_echo":{"q":"","filters":{"analysis_type":["formal modeling"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'formal modeling' 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=formal+modeling","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":"prio-001415","url":"https://climateinsightsdirectory.org/document/prio-001415","title":"Geography, Rebel Capability, and the Duration of Civil Conflict","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2009","source_url":"https://cdn.cloud.prio.org/files/67b08499-9fdb-42d0-8e2f-afd390be7c66/Geography Rebel Capability and the Duration of Civil Conflict.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The research finds that civil conflicts last longer when they are located far from the government stronghold, near international borders, or in regions with valuable minerals like gemstones and petroleum. Conversely, higher rebel military capacity is associated with shorter conflict durations. The study concludes that geography significantly shapes the balance of power and the ability of belligerents to sustain warfare.","ai_generated":true,"unit":"prio-001415#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Conflicts located at a greater distance from the capital city tend to last longer, as governments often struggle to project power and maintain authority in peripheral regions.","ai_generated":true,"unit":"prio-001415#insight-1","date_modified":"2026-10-23"},{"text":"Proximity to international borders significantly increases conflict duration, likely due to the availability of safe havens and access to foreign markets or supportive ethnic kin.","ai_generated":true,"unit":"prio-001415#insight-2","date_modified":"2026-10-23"},{"text":"Rebel military capacity is inversely related to conflict duration; conflicts involving stronger rebel groups are more likely to end quickly through victory or negotiated settlements.","ai_generated":true,"unit":"prio-001415#insight-3","date_modified":"2026-10-23"},{"text":"The presence of valuable natural resources in the conflict zone, specifically gemstones and petroleum, is associated with longer conflict durations.","ai_generated":true,"unit":"prio-001415#insight-4","date_modified":"2026-10-23"},{"text":"Contrary to theoretical expectations, the study found no empirical evidence that rough terrain, such as mountains or forests, systematically prolongs the duration of civil conflicts.","ai_generated":true,"unit":"prio-001415#insight-5","date_modified":"2026-10-23"},{"text":"The availability of narcotics (drugs) in the conflict zone did not show a systematic relationship with the duration of the conflict.","ai_generated":true,"unit":"prio-001415#insight-6","date_modified":"2026-10-23"},{"text":"The post-Cold War era is associated with a higher baseline probability of conflict resolution compared to the preceding period.","ai_generated":true,"unit":"prio-001415#insight-7","date_modified":"2026-10-23"},{"text":"Higher democracy scores are associated with longer conflict durations, which the authors attribute to a reluctance among democratic regimes to use massive military force against peripheral separatists.","ai_generated":true,"unit":"prio-001415#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Myanmar","India","Ethiopia","Colombia","Peru","Togo","Yemen","Guinea-Bissau","Afghanistan","Uganda","Comoros","Indonesia"],"frame_perspective":[],"analysis_type":["quantitative analysis","event history analysis","formal modeling"]},{"id":"prio-000906","url":"https://climateinsightsdirectory.org/document/prio-000906","title":"“Oil Above Water”: Economic Interdependence and Third Party Intervention","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/bd8821d4-f8cc-49f7-aa15-90db46e52cb6/Oil above Water Economic Interdependence and Third-Party Intervention.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research paper develops a formal model and provides empirical analysis to argue that third-party military intervention in civil wars is driven by economic factors. The authors find that the likelihood of intervention increases when the conflict state has large oil reserves, when the global oil market is more oligopolistic (less competitive), and when the potential intervener is a net oil importer. Using a dyadic dataset from 1945-1999, the study demonstrates that the value of oil reserves and the intervener's balance of trade in oil are significant predictors of intervention, often exerting a larger impact than traditional factors like ethnic ties or Cold War dynamics.","ai_generated":true,"unit":"prio-000906#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Third-party military intervention is more likely when the country experiencing a civil war possesses larger oil endowments, as disruptions in highly endowed countries cause greater international price increases.","ai_generated":true,"unit":"prio-000906#insight-1","date_modified":"2026-10-23"},{"text":"Intervention is more probable when the global oil market is more oligopolistic, meaning lower levels of competition increase the importance of stabilizing a region to prevent market shocks.","ai_generated":true,"unit":"prio-000906#insight-2","date_modified":"2026-10-23"},{"text":"Countries that are net importers of oil have a higher likelihood of intervening in oil-producing countries embroiled in civil war compared to net exporters.","ai_generated":true,"unit":"prio-000906#insight-3","date_modified":"2026-10-23"},{"text":"Bilateral trade interdependence increases the likelihood of intervention; specifically, a third party is more likely to intervene if it depends on oil imports from the conflict state.","ai_generated":true,"unit":"prio-000906#insight-4","date_modified":"2026-10-23"},{"text":"For oil-exporting countries, an increase in international demand for oil actually decreases the likelihood of them intervening in another oil-producing country's civil war because the resulting higher profits outweigh the costs of higher oil prices for their own consumers.","ai_generated":true,"unit":"prio-000906#insight-5","date_modified":"2026-10-23"}],"climate_tags":["petroleum"],"geography_discussed":["Chad","Mali","Niger","Libya","Syria","Iraq","Kuwait"],"frame_perspective":[],"analysis_type":["formal modeling","econometric analysis","dyadic analysis"]}]}