{"query_echo":{"q":"","filters":{"analysis_type":["quantitative"]},"warnings":[]},"total":{"value":81,"relation":"eq"},"page":4,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=quantitative&page=4","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=quantitative&page=5","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-001190","url":"https://climateinsightsdirectory.org/document/prio-001190","title":"A price worth fighting for? Natural resources and conflict recurrence","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/caece463-787d-4449-b8b3-26da280e511b/A Price Worth Fighting For Natural Resources and Conflict Recurrence.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study analyzes 285 conflict episodes to determine how natural resources affect the duration of postconflict peace. It identifies three primary mechanisms: distribution, financing, and aggravation. The findings indicate that while natural resource conflicts generally show shorter peace periods bivariately, only conflicts driven by disagreements over the distribution of resources and revenues significantly increase the risk of recurrence in a multivariate analysis. This suggests that resource-related grievances are a more persistent driver of conflict relapse than the mere opportunity to finance warfare.","ai_generated":true,"unit":"prio-001190#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Bivariate analysis shows that peace periods following conflicts linked to any natural resource mechanism are 41.4% shorter than those following non-resource conflicts.","ai_generated":true,"unit":"prio-001190#insight-1","date_modified":"2026-10-23"},{"text":"In a multivariate survival model, only conflicts characterized by the distribution mechanism—disagreements over the ownership or revenue of natural resources—significantly shorten the duration of postconflict peace.","ai_generated":true,"unit":"prio-001190#insight-2","date_modified":"2026-10-23"},{"text":"The study refutes the hypothesis that conflicts financed by natural resources are significantly more likely to resume, challenging the theory that conflict recurrence is primarily driven by the feasibility of financing rebellion.","ai_generated":true,"unit":"prio-001190#insight-3","date_modified":"2026-10-23"},{"text":"The aggravation mechanism, where resources indirectly fuel conflict through factors like pipeline proximity or environmental degradation, was not found to have a significant impact on peace failure.","ai_generated":true,"unit":"prio-001190#insight-4","date_modified":"2026-10-23"},{"text":"The research identifies that natural resource conflicts are more likely to end without a clear resolution, as these mechanisms significantly reduce the probability of the conflict ending in a military victory.","ai_generated":true,"unit":"prio-001190#insight-5","date_modified":"2026-10-23"},{"text":"Regional analysis reveals that resource distribution claims are most prevalent in South Asia, while the use of resources for financing is most common in East Asia and the Pacific, largely driven by cases in Burma.","ai_generated":true,"unit":"prio-001190#insight-6","date_modified":"2026-10-23"},{"text":"The risk of peace failure is highest in the first 20 years following conflict termination, with the likelihood of peace continuing to hold increasing as the duration of the peace period grows.","ai_generated":true,"unit":"prio-001190#insight-7","date_modified":"2026-10-23"}],"climate_tags":["natural resource management","petroleum","natural gas","environmental degradation","desertification","drought"],"geography_discussed":["sub-Saharan Africa","South Asia","East Asia and the Pacific","Myanmar","Middle East and North Africa","Europe and Central Asia","Nigeria","El Salvador","Nepal","India","Senegal","Angola","Liberia","Sierra Leone","Mali","Nicaragua","Indonesia","Chad","Ethiopia","Republic of the Congo"],"frame_perspective":[],"analysis_type":["quantitative","survival analysis","multivariate analysis"]},{"id":"prio-001287","url":"https://climateinsightsdirectory.org/document/prio-001287","title":"Climate change, natural disasters and post-disaster unrest in India","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/5d79953d-09a1-4f7c-a1c6-c08d93f88da8/Climate Change Natural Disasters and Post-Disaster Unrest in India.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study finds that climate-related natural disasters in India have a conditional and generally weak relationship with violent conflict. While disasters can increase the risk of politically motivated violence in areas with low literacy (low development), they are associated with an increased risk of riots in areas with higher literacy. However, the author concludes that these statistical relations are not substantively large enough to suggest that post-disaster violence is a major problem in India, as the direct damages from disasters likely dwarf the damages from ensuing unrest.","ai_generated":true,"unit":"prio-001287#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate-related natural disasters can increase the risk of riots and politically motivated violence, but this effect is conditioned by the level of development, proxied by literacy rates.","ai_generated":true,"unit":"prio-001287#insight-1","date_modified":"2026-10-23"},{"text":"For riots, the risk increases as the level of development (literacy) increases, contradicting the hypothesis that violence is highest at low levels of development.","ai_generated":true,"unit":"prio-001287#insight-2","date_modified":"2026-10-23"},{"text":"For politically motivated violence, the risk is highest in populations with low literacy levels and decreases as development increases.","ai_generated":true,"unit":"prio-001287#insight-3","date_modified":"2026-10-23"},{"text":"Among different types of disasters, floods show a stronger link to the occurrence of riots than other climate-related events.","ai_generated":true,"unit":"prio-001287#insight-4","date_modified":"2026-10-23"},{"text":"Storms have a positive and statistically significant relationship with politically motivated violence, though the practical impact on the frequency of events is small.","ai_generated":true,"unit":"prio-001287#insight-5","date_modified":"2026-10-23"},{"text":"The overall statistical significance of the findings does not translate into substantively large changes in predicted violence rates.","ai_generated":true,"unit":"prio-001287#insight-6","date_modified":"2026-10-23"},{"text":"The author argues that the direct human and property damages caused by natural disasters in India are likely far greater than the damages caused by any subsequent post-disaster unrest.","ai_generated":true,"unit":"prio-001287#insight-7","date_modified":"2026-10-23"},{"text":"The study observes a real increase in climate-related disasters in India over the analyzed period, while geological disasters remained stable, suggesting the increase is not merely due to better reporting.","ai_generated":true,"unit":"prio-001287#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change","natural disaster","flood","drought","landslide","wildfire"],"geography_discussed":["Australia","Bangladesh","Indonesia","Sri Lanka","Pakistan","Nepal"],"frame_perspective":[],"analysis_type":["quantitative","multivariate analysis","negative binomial regression"]},{"id":"prio-001289","url":"https://climateinsightsdirectory.org/document/prio-001289","title":"Coercion, Co-optation, or Cooperation? State Capacity and the Risk of Civil War, 1961\u00132004","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/34c24c46-0f3c-40ff-8317-c03f17c354d9/Coercion Co-optation or Cooperation State Capacity and the Risk of Civil War 1961-2004.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The research evaluates three dimensions of state capacity—coercion (revenue extraction), co-optation (government spending), and cooperation (trust in institutions)—to determine their impact on the onset of civil war. Using a global dataset, the authors find that high government spending and trustworthy institutions (proxied by contract-intensive money) are significant predictors of civil peace, whereas coercive capacity (relative political capacity) has little predictive power when controlling for other factors. The findings suggest that civil peace is co-produced through social cooperation and the provision of public goods rather than through state repression.","ai_generated":true,"unit":"prio-001289#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"High levels of government spending and trustworthy institutions are more significant predictors of civil peace than a state's coercive capacities.","ai_generated":true,"unit":"prio-001289#insight-1","date_modified":"2026-10-23"},{"text":"The state's capacity for revenue extraction, used as a proxy for coercive capacity (Relative Political Capacity), shows no significant relationship with the risk of civil conflict onset when control variables are included.","ai_generated":true,"unit":"prio-001289#insight-2","date_modified":"2026-10-23"},{"text":"Increased government expenditure relative to GDP is associated with a reduced risk of armed conflict; for example, shifting from the 5th to the 95th percentile of spending (approx. 7% to 27% of GDP) almost halves the annual predicted probability of conflict from 3.1% to 1.7%.","ai_generated":true,"unit":"prio-001289#insight-3","date_modified":"2026-10-23"},{"text":"Trust in state institutions, proxied by Contract Intensive Money (CIM), significantly reduces the risk of civil war. Increasing CIM from the 5th to the 95th percentile reduces the annual predicted probability of onset by 54% (from 4.1% to 1.9%).","ai_generated":true,"unit":"prio-001289#insight-4","date_modified":"2026-10-23"},{"text":"The pacifying effect of government expenditure is strengthened in political systems with high levels of executive constraints, suggesting that the provision of public goods is more critical for peace than private rent-seeking.","ai_generated":true,"unit":"prio-001289#insight-5","date_modified":"2026-10-23"},{"text":"The traditional correlation between high GDP per capita and civil peace may be largely explained by the presence of good institutions (CIM), as GDP per capita loses statistical significance when CIM is included in the model.","ai_generated":true,"unit":"prio-001289#insight-6","date_modified":"2026-10-23"},{"text":"Control variables consistent with previous research were found: more populous countries, semi-democratic regimes, and oil-exporting countries generally face a higher risk of civil conflict.","ai_generated":true,"unit":"prio-001289#insight-7","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Tanzania","Benin","The Gambia","Malawi","Kenya","Mozambique","Ivory Coast","Sierra Leone","Republic of the Congo","Algeria"],"frame_perspective":[],"analysis_type":["quantitative","cross-national","longitudinal"]},{"id":"prio-001297","url":"https://climateinsightsdirectory.org/document/prio-001297","title":"Conflict on the urban fringe: Urbanization, environmental stress, and urban unrest in Africa","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/af66288f-2423-4eab-8298-1e8c830ef693/Conflict on the urban fringe Urbanization environmental stress and urban unrest in Africa.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study finds that high urban population growth is significantly associated with increased social unrest, but only in peri-urban areas (the urban outskirts). In contrast, population growth in primary urban cores is negatively associated with unrest. The researchers found no evidence that this relationship is driven by environmental push factors such as nearby droughts; in fact, droughts hitting urban areas directly were found to be negatively associated with unrest.","ai_generated":true,"unit":"prio-001297#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"High urban population growth is associated with a higher likelihood of urban social unrest, with the probability of unrest being 64% greater in areas with 5% annual population growth compared to those with no growth.","ai_generated":true,"unit":"prio-001297#insight-1","date_modified":"2026-10-23"},{"text":"The positive relationship between population growth and social unrest is specific to peri-urban areas (the urban outskirts), where the probability of unrest is 58% greater in areas with 5% annual population growth compared to those with no growth.","ai_generated":true,"unit":"prio-001297#insight-2","date_modified":"2026-10-23"},{"text":"In primary urban centers, the relationship is reversed: the rate of grid population growth is negatively associated with social unrest.","ai_generated":true,"unit":"prio-001297#insight-3","date_modified":"2026-10-23"},{"text":"There is no evidence that droughts in nearby rural areas (within 200 km) drive the link between urban population growth and social unrest, rejecting the hypothesis that environmental push factors spur rural-to-urban migration that feeds unrest.","ai_generated":true,"unit":"prio-001297#insight-4","date_modified":"2026-10-23"},{"text":"Droughts that directly affect urban areas are negatively associated with social unrest, contradicting resource scarcity scenarios that assume competition for resources increases tension.","ai_generated":true,"unit":"prio-001297#insight-5","date_modified":"2026-10-23"},{"text":"Other factors significantly associated with increased urban unrest include higher overall population size, proximity to the national capital, and a higher density of infrastructure.","ai_generated":true,"unit":"prio-001297#insight-6","date_modified":"2026-10-23"},{"text":"Higher levels of economic development, measured by GDP per capita within the grid, are associated with lower levels of urban unrest.","ai_generated":true,"unit":"prio-001297#insight-7","date_modified":"2026-10-23"}],"climate_tags":["urbanization","drought","climate change"],"geography_discussed":["Algeria"],"frame_perspective":[],"analysis_type":["quantitative","spatial analysis","econometric modeling"]},{"id":"prio-001334","url":"https://climateinsightsdirectory.org/document/prio-001334","title":"Does Being Bound Together Suffocate, or Liberate?","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/2dbb3c16-fa42-413b-8b88-a287586b9656/Does_Being_Bound_Together_Suffocate_or_Liberate_Th-2-41.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The research finds a strong positive association between overall globalization and its three components—economic, social, and political—and the respect for basic human rights, contradicting 'race to the bottom' theories.","ai_generated":true,"unit":"prio-001334#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a statistically significant positive relationship between overall globalization and government respect for physical integrity rights. For every 1 unit increase in globalization, there is a 0.01 increase in human rights scores.","ai_generated":true,"unit":"prio-001334#insight-1","date_modified":"2026-10-23"},{"text":"Economic globalization has a direct positive effect on the respect for human rights, a result that remains significant even when controlling for income and income growth rates.","ai_generated":true,"unit":"prio-001334#insight-2","date_modified":"2026-10-23"},{"text":"Social globalization, which includes personal contacts and information flows, is positively associated with human rights respect, suggesting that increased social connectivity may deter states from harming individuals.","ai_generated":true,"unit":"prio-001334#insight-3","date_modified":"2026-10-23"},{"text":"Political globalization, characterized by closer ties between governments and participation in international organizations, correlates positively with increased respect for human rights.","ai_generated":true,"unit":"prio-001334#insight-4","date_modified":"2026-10-23"},{"text":"The positive relationship between globalization and human rights is robust across different samples, including a specific analysis of 93 developing countries, and holds when using alternative estimation methods like ordered probit and 2SLS IV.","ai_generated":true,"unit":"prio-001334#insight-5","date_modified":"2026-10-23"},{"text":"When controlling for endogeneity using the 2SLS IV method, the positive effect of globalization on human rights is amplified; a standard deviation increase in the globalization index increases the PIR score by roughly 0.95, compared to 0.26 in the POLS method.","ai_generated":true,"unit":"prio-001334#insight-6","date_modified":"2026-10-23"},{"text":"Democracy is consistently and positively associated with the respect for physical integrity rights across all models.","ai_generated":true,"unit":"prio-001334#insight-7","date_modified":"2026-10-23"},{"text":"Certain factors are associated with higher human rights violations, including larger country size, oil export dependency (the 'resource curse'), and the presence of civil war.","ai_generated":true,"unit":"prio-001334#insight-8","date_modified":"2026-10-23"},{"text":"The study finds that the positive effect of market integration on human rights may explain some of the effects typically attributed to per capita income alone.","ai_generated":true,"unit":"prio-001334#insight-9","date_modified":"2026-10-23"}],"climate_tags":["human rights"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["quantitative","cross-national","longitudinal"]},{"id":"prio-001350","url":"https://climateinsightsdirectory.org/document/prio-001350","title":"Effectiveness of Aid on Educational Dropout in Post-Genocide Rwanda","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/7cbc9341-df01-492c-afb3-f6df848be88e/Effectiveness of Aid on Educational Dropout.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The research examines the long-term effects of the 1994 Rwandan genocide on primary school dropout rates, specifically analyzing whether living near genocide-targeted areas increases dropout risk and if development aid mitigates this effect. Using a sample of 63,892 respondents and spatial data, the study finds that while proximity to genocide events alone does not significantly increase dropout probability, the presence of aid projects in those areas reduces the likelihood of dropout by 20%. This effect is most pronounced in low-income households, where the probability of dropout decreases by 10.6%. The study also identifies that child-headed households and rural residence are associated with higher dropout rates, while female students and those with educated household heads are less likely to drop out.","ai_generated":true,"unit":"prio-001350#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Geographical proximity to areas targeted during the genocide does not independently increase the probability of primary school dropout.","ai_generated":true,"unit":"prio-001350#insight-1","date_modified":"2026-10-23"},{"text":"Development aid significantly reduces the likelihood of educational dropout for children living in proximity to genocide-targeted areas, with a substantial effect of 20%.","ai_generated":true,"unit":"prio-001350#insight-2","date_modified":"2026-10-23"},{"text":"The mitigating effect of development aid on school dropout is most significant for low-income households, reducing the probability by 10.6%.","ai_generated":true,"unit":"prio-001350#insight-3","date_modified":"2026-10-23"},{"text":"Household head status strongly influences dropout risk, with child-headed households showing the highest probability of dropout.","ai_generated":true,"unit":"prio-001350#insight-4","date_modified":"2026-10-23"},{"text":"The educational level of the household head is a critical factor; children with heads who have not completed primary education have a 31 percentage point higher probability of dropout compared to those with more educated heads.","ai_generated":true,"unit":"prio-001350#insight-5","date_modified":"2026-10-23"},{"text":"Gender and residence play a role in dropout rates, with girls and urban residents being less likely to drop out than boys and rural residents.","ai_generated":true,"unit":"prio-001350#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Kigali"],"frame_perspective":[],"analysis_type":["quantitative","spatial analysis","longitudinal"]},{"id":"prio-001370","url":"https://climateinsightsdirectory.org/document/prio-001370","title":"Ethnic inclusion, democracy, and terrorism","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/440dd590-d2c4-4bba-9548-c3a7bce30382/Ethnic Inclusion Democracy and Terrorism.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The research argues that ethnic terrorism declines when governments implement accommodation strategies, such as granting political power or regional autonomy to marginalized groups. Using a dataset linking the Global Terrorism Database to the Ethnic Power Relations project, the authors find that moves away from active discrimination significantly reduce the expected number of terrorist attacks. While transitions to democracy generally reduce ethnic terrorism, the effect is heterogeneous, with some Asian countries showing increased activity. The study also notes that while overall terrorism declines after accommodation, attacks by splinter groups may increase as hardliners reject settlements.","ai_generated":true,"unit":"prio-001370#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Ethnic terrorism is strongly associated with political exclusion; more than two-thirds of all terrorist attacks in the sample were carried out by politically excluded ethnic groups.","ai_generated":true,"unit":"prio-001370#insight-1","date_modified":"2026-10-23"},{"text":"Moves away from active discrimination against an ethnic group lead to a statistically significant reduction in the number of expected terrorist attacks.","ai_generated":true,"unit":"prio-001370#insight-2","date_modified":"2026-10-23"},{"text":"Political inclusion—defined as having a monopoly, being dominant, or being a partner in power-sharing or regional autonomy—is associated with fewer terrorist attacks compared to excluded groups.","ai_generated":true,"unit":"prio-001370#insight-3","date_modified":"2026-10-23"},{"text":"Transitions to democracy generally reduce ethnic terrorism, but this effect is not universal; in some Asian countries, such as Indonesia, Nepal, and the Philippines, terrorism increased after transitions.","ai_generated":true,"unit":"prio-001370#insight-4","date_modified":"2026-10-23"},{"text":"Accommodation can create internal divisions within ethnic groups, leading to an increase in attacks by splinter groups even as overall terrorism declines.","ai_generated":true,"unit":"prio-001370#insight-5","date_modified":"2026-10-23"},{"text":"The historical record of Western Europe, specifically cases like the FLNC in Corsica and the IRA in Northern Ireland, supports the claim that political concessions and autonomy reduce the appeal of violent separatism.","ai_generated":true,"unit":"prio-001370#insight-6","date_modified":"2026-10-23"},{"text":"The authors estimate that without the moves toward accommodation observed in their data, there would have been approximately 1,800 additional predicted terrorist attacks, an increase of over 60%.","ai_generated":true,"unit":"prio-001370#insight-7","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Western Europe","France","United Kingdom","South Africa","Syria","India","Indonesia","Nepal","Philippines","Spain","Turkey","Malaysia"],"frame_perspective":[],"analysis_type":["quantitative","comparative","longitudinal"]},{"id":"prio-001379","url":"https://climateinsightsdirectory.org/document/prio-001379","title":"Farming or Fighting? Agricultural Price Shocks and Civil War in Africa","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/5f5b87b5-8868-44e0-9f64-090183aa25f5/Farming or Fighting Agricultural Price Shocks and Civil War in Africa.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The study finds a significant negative relationship between local agricultural price indices and the risk of violent conflict in Africa. Using a meso-level approach with a spatial-temporal grid, the author argues that falling agricultural prices lower the opportunity costs for rural populations, thereby facilitating rebel recruitment and civilian support. The results suggest that negative price shocks have a more detrimental effect on conflict risk than positive shocks have a mitigating effect, supporting the 'opportunity cost' mechanism over the 'state capacity' explanation.","ai_generated":true,"unit":"prio-001379#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Negative changes in the local agricultural price index significantly increase the risk of violent conflict events at the local level, while positive changes are associated with a lower risk.","ai_generated":true,"unit":"prio-001379#insight-1","date_modified":"2026-10-23"},{"text":"The impact of negative agricultural price shocks is more severe than the mitigating effect of positive shocks; a 30% decrease in the local agricultural price index increases the annual predicted probability of violence by 4.4% in absolute terms, whereas a 30% increase reduces it by approximately 0.4%.","ai_generated":true,"unit":"prio-001379#insight-2","date_modified":"2026-10-23"},{"text":"The conflict-inducing effects of negative price changes persist over time, with significant impacts observed in the years immediately following a price drop (lags t-1, t-2, and t-3).","ai_generated":true,"unit":"prio-001379#insight-3","date_modified":"2026-10-23"},{"text":"The evidence supports the 'opportunity cost' mechanism—where lower rural income increases incentives to join rebellions—over the 'state capacity' explanation, as the relationship is conditioned on local agricultural production patterns rather than general state revenue.","ai_generated":true,"unit":"prio-001379#insight-4","date_modified":"2026-10-23"},{"text":"The study found no evidence of a 'rapacity effect,' meaning that an increase in the economic value of agricultural output does not precipitate violence.","ai_generated":true,"unit":"prio-001379#insight-5","date_modified":"2026-10-23"},{"text":"Other significant predictors of armed conflict include the presence of politically excluded ethnic groups, higher local population size, and the occurrence of previous violence in the same or neighboring cells (conflict traps).","ai_generated":true,"unit":"prio-001379#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Ivory Coast"],"frame_perspective":[],"analysis_type":["quantitative","spatial analysis","time-series cross-sectional"]},{"id":"prio-001401","url":"https://climateinsightsdirectory.org/document/prio-001401","title":"Fresh carnations or all thorn, no rose? Non-violent campaigns and transitions in autocracies","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/afe85131-a749-4ba6-866e-57a43fa4668f/Fresh carnations or all thorn no rose Nonviolent campaigns and transitions in autocracies.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The authors argue that non-violent direct action is more effective at undermining autocracies and significantly more likely to lead to democratic transitions than violent conflict. Using a multinomial logit model for the period 1900-2004, the study finds that non-violent campaigns substantially increase the probability of democratization, particularly when the state has a high proportion of democratic neighbors. Conversely, violent direct action is less effective at destabilizing regimes overall and makes transitions to new autocracies relatively more likely. The research suggests that non-violence promotes power dispersion and elite defection, whereas violence tends to centralize power and justify further repression.","ai_generated":true,"unit":"prio-001401#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Non-violent direct action significantly increases the probability of a transition to democracy compared to autocratic survival.","ai_generated":true,"unit":"prio-001401#insight-1","date_modified":"2026-10-23"},{"text":"Violent direct action is less effective at undermining autocracies than non-violent action and is more likely to result in the emergence of a new autocratic regime.","ai_generated":true,"unit":"prio-001401#insight-2","date_modified":"2026-10-23"},{"text":"The likelihood of a transition to democracy following non-violent dissent is strongly influenced by the regional context, specifically the number of democratic neighboring states.","ai_generated":true,"unit":"prio-001401#insight-3","date_modified":"2026-10-23"},{"text":"Non-violent campaigns are theorized to be more effective than violent ones because they can mobilize larger populations, lower barriers to participation, and increase the costs of government repression.","ai_generated":true,"unit":"prio-001401#insight-4","date_modified":"2026-10-23"},{"text":"Non-violent movements are more likely to lead to democracy because they disperse power among a diverse coalition of actors, whereas violent conflict tends to centralize power and polarize the environment.","ai_generated":true,"unit":"prio-001401#insight-5","date_modified":"2026-10-23"},{"text":"The presence of democratic neighbors not only increases the baseline probability of democratization but also reduces the likelihood of a transition to a new autocracy.","ai_generated":true,"unit":"prio-001401#insight-6","date_modified":"2026-10-23"},{"text":"Regime age acts as a consolidation factor; autocratic regimes that have been in power for a shorter duration are more likely to fall.","ai_generated":true,"unit":"prio-001401#insight-7","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Egypt","Iran","Philippines","Portugal","Costa Rica","El Salvador","Ethiopia","Serbia","Paraguay","Syria","Tunisia","Libya","Indonesia","Argentina"],"frame_perspective":[],"analysis_type":["quantitative","comparative"]},{"id":"prio-001491","url":"https://climateinsightsdirectory.org/document/prio-001491","title":"Is the Hidden Hand an Iron Fist? Capitalism & Civil Peace, 1970–2005","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/2704ec24-c851-4d1e-95a2-824e3cb39939/Is the Hidden Hand an Iron Fist Capitalism and Civil Peace 1970-2005.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The research investigates the relationship between capitalism and domestic peace, arguing that economies favorable to free enterprise reduce the risk of civil war by increasing the opportunity costs of rebellion. Using the Index of Economic Freedom and UCDP/PRIO conflict data from 1970–2005, the authors find that higher economic freedom is associated with a lower risk of conflict onset, a result that remains significant even when controlling for per capita income, institutional quality, and state repression. The study concludes that market-friendly policies do not undermine state autonomy to maintain peace, contrary to some globalization skeptics.","ai_generated":true,"unit":"prio-001491#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a statistically significant negative relationship between economic freedom and the risk of civil war onset; countries with higher levels of economic freedom are less likely to experience the start of a civil conflict.","ai_generated":true,"unit":"prio-001491#insight-1","date_modified":"2026-10-23"},{"text":"The impact of economic freedom on reducing conflict risk is substantively large and comparable to the effect of per capita income. For example, a country at the 75th percentile of economic freedom has a 43% lower risk of conflict onset than one at the 25th percentile.","ai_generated":true,"unit":"prio-001491#insight-2","date_modified":"2026-10-23"},{"text":"Economic freedom is a more robust predictor of peace than per capita income; once economic freedom is controlled for in the models, the estimated effect of income per capita is no longer significant.","ai_generated":true,"unit":"prio-001491#insight-3","date_modified":"2026-10-23"},{"text":"The peace-promoting effect of economic freedom persists regardless of the quality of government institutions or the level of state repression, suggesting that the result is not merely a byproduct of 'clean' institutions or the forced suppression of dissent.","ai_generated":true,"unit":"prio-001491#insight-4","date_modified":"2026-10-23"},{"text":"The findings support an opportunity-cost model where closed economies are more prone to civil war because they encourage 'rebellion specific capital' and illegal economic activity in the shadows, whereas open economies reward productive investment over rent-seeking.","ai_generated":true,"unit":"prio-001491#insight-5","date_modified":"2026-10-23"},{"text":"The results are robust across different samples and methods, including a sub-sample of non-Western countries and a fixed-effect regression, indicating that changes in economic freedom within countries influence conflict risk.","ai_generated":true,"unit":"prio-001491#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Botswana","Sierra Leone"],"frame_perspective":[],"analysis_type":["empirical","quantitative","longitudinal"]},{"id":"prio-001556","url":"https://climateinsightsdirectory.org/document/prio-001556","title":"Exploring Women’s Agency and Empowerment under Male Breadwinner Norms","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/3f480d2d-27eb-4979-9c44-95198164d435/Memon et al 2025 Exploring womens agency pre-proofs.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research examines the intersection of gender norms and economic necessity in Keti Bandar, a fishing town in Sindh, Pakistan. Despite high female labor force participation (50.5%), a strong belief persists that men should be the primary providers. The authors argue that women's empowerment in this context is derived from altruism—supporting their husbands and families—rather than from a desire for individual autonomy or resistance to patriarchal norms. This sense of empowerment is facilitated by the fact that the male breadwinner norm is maintained in discourse even as it is broken in practice. The study also highlights how environmental degradation and globalization have increased economic distress, forcing women into the labor market, while their mobility remains constrained by concerns over 'honor' and safety in public spaces.","ai_generated":true,"unit":"prio-001556#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In Keti Bandar, there is a significant gap between gender norms in principle and in practice: while 50.5% of women are engaged in work for pay, 78.9% of women and 82.0% of men still agree that \"only men should be responsible for providing income\".","ai_generated":true,"unit":"prio-001556#insight-1","date_modified":"2026-10-23"},{"text":"The persistence of the male breadwinner norm in principle actually enables the practice of norm-breaking to be empowering, as women's work is viewed as a supportive act of necessity rather than a challenge to the marital contract.","ai_generated":true,"unit":"prio-001556#insight-2","date_modified":"2026-10-23"},{"text":"Environmental degradation in the Indus Delta, including seawater intrusion and the submergence of 60% of coastal subdistricts, has devastated agriculture and freshwater fishing, contributing to severe economic distress in Keti Bandar.","ai_generated":true,"unit":"prio-001556#insight-3","date_modified":"2026-10-23"},{"text":"Women's labor market participation is heavily constrained by the need for \"respectable and safe\" spaces to avoid risks to their \"honor\" and potential sexual predation in public areas where they would interact with men outside their community.","ai_generated":true,"unit":"prio-001556#insight-4","date_modified":"2026-10-23"},{"text":"Economic integration into global fisheries markets has increased the indebtedness of local fishermen, with some reportedly owing up to 50,000 USD due to the high capital requirements of trawler fishing and the influence of brokers.","ai_generated":true,"unit":"prio-001556#insight-5","date_modified":"2026-10-23"}],"climate_tags":["environmental degradation","sea level rise","climate migration"],"geography_discussed":["Karachi","Indus River Delta","Lahore","Faisalabad"],"frame_perspective":[],"analysis_type":["qualitative","quantitative"]},{"id":"prio-001558","url":"https://climateinsightsdirectory.org/document/prio-001558","title":"Microfoundations of civil conflict reconciliation: Ethnicity and context","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/23ea6672-0312-405c-9802-b1b1491130a6/Microfoundations of Civil Conflict Reconciliation Ethnicity and Context.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The research paper analyzes individual-level support for the 2001 Framework Agreement in Macedonia using a geo-referenced survey from 2005. The authors test whether local ethnic settlement patterns or proximity to conflict zones influence reconciliation preferences. The primary finding is that ethnic identity is the dominant factor, with ethnic Albanians strongly supporting the agreement and ethnic Macedonians predominantly opposing it, while contextual factors like local ethnic parity or distance to violence have only feeble or insignificant effects.","ai_generated":true,"unit":"prio-001558#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Ethnic identity is the most powerful determinant of support for the peace agreement, far outweighing other individual or contextual factors. Ethnic Albanians show very strong support, while ethnic Macedonians remain predominantly opposed several years after the conflict.","ai_generated":true,"unit":"prio-001558#insight-1","date_modified":"2026-10-23"},{"text":"The 'contact hypothesis', which suggests that relative ethnic parity in a local area reduces inter-group discrepancies in preferences, was not supported by the empirical data.","ai_generated":true,"unit":"prio-001558#insight-2","date_modified":"2026-10-23"},{"text":"There is indicative evidence for a 'dominance perspective' regarding decentralization: ethnic Macedonians living in municipalities with a high share of Albanians are less likely to support the transfer of power from the central state to local authorities.","ai_generated":true,"unit":"prio-001558#insight-3","date_modified":"2026-10-23"},{"text":"Physical proximity to conflict zones has a small effect on support for decentralization, where those furthest from violent events tend to be more supportive, but it does not increase polarization between the two ethnic groups.","ai_generated":true,"unit":"prio-001558#insight-4","date_modified":"2026-10-23"},{"text":"The degree of polarization is significantly higher regarding minority rights than regarding decentralization; ethnic identity explains 75% of the variance in support for minority rights compared to 26% for decentralization.","ai_generated":true,"unit":"prio-001558#insight-5","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Kosovo"],"frame_perspective":[],"analysis_type":["quantitative","multilevel regression","survey analysis"]},{"id":"prio-001652","url":"https://climateinsightsdirectory.org/document/prio-001652","title":"Population, Resources and Political Violence: A Sub-National Study of India 1956-2002","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/d022b83d-1128-4b31-a2c3-d188014a3f99/Population Resources and Political Violence A Subnational Study of India 1956-2002.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study finds that sub-national analysis provides stronger support for the resource scarcity-conflict nexus than global studies. Specifically, organized armed conflict is more likely in Indian states with scarce productive land and declining agricultural wages. Youth bulges are a consistent predictor of all three forms of political violence, with the risk of armed conflict increasing further in states with high male-to-female ratios. While linguistic fractionalization and Hindu relative growth are linked to armed conflict, and religious heterogeneity and non-Hindu majorities are linked to riots, the study finds little evidence that rural inequality or urban growth rates drive political violence.","ai_generated":true,"unit":"prio-001652#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Sub-national analysis of India provides more support for the resource scarcity and conflict scenario than recent global studies, suggesting that national aggregates may fail to capture local population dynamics that drive low-intensity conflicts.","ai_generated":true,"unit":"prio-001652#insight-1","date_modified":"2026-10-23"},{"text":"Organized armed conflict in India is positively associated with high rural population density relative to productive land and long-term declines in agricultural wages.","ai_generated":true,"unit":"prio-001652#insight-2","date_modified":"2026-10-23"},{"text":"The risk of political violent events increases when high rural population density interacts with either high rural population growth or low agricultural yields.","ai_generated":true,"unit":"prio-001652#insight-3","date_modified":"2026-10-23"},{"text":"Youth bulges are the only demographic factor statistically associated with an increased risk of all three forms of political violence: armed conflict, political violent events, and riots.","ai_generated":true,"unit":"prio-001652#insight-4","date_modified":"2026-10-23"},{"text":"The impact of youth bulges on armed conflict is particularly pronounced in states with a high proportion of males relative to females.","ai_generated":true,"unit":"prio-001652#insight-5","date_modified":"2026-10-23"},{"text":"Hindu-Muslim riots are more likely in states with high religious heterogeneity, those with a non-Hindu majority, and in cases where youth bulges coincide with high urban inequality.","ai_generated":true,"unit":"prio-001652#insight-6","date_modified":"2026-10-23"},{"text":"Differential growth rates between religious groups have a limited impact; while high relative growth of the Hindu population increases the risk of armed conflict, it does not increase the risk of less organized political violence.","ai_generated":true,"unit":"prio-001652#insight-7","date_modified":"2026-10-23"},{"text":"Contrary to some resource scarcity theories, rural inequality (measured by the GINI coefficient) and urban population growth rates do not appear to increase the risk of political violence in India.","ai_generated":true,"unit":"prio-001652#insight-8","date_modified":"2026-10-23"},{"text":"Linguistic fractionalization is associated with a higher risk of organized armed conflict.","ai_generated":true,"unit":"prio-001652#insight-9","date_modified":"2026-10-23"}],"climate_tags":["urbanization"],"geography_discussed":["Kashmir"],"frame_perspective":[],"analysis_type":["quantitative","time-series","sub-national study"]},{"id":"prio-001712","url":"https://climateinsightsdirectory.org/document/prio-001712","title":"Disaggregated determinants of aid: Development aid projects in the Philippines","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/1f616c5b-0e22-444f-9c9a-fe9e0aa31e4c/Rosvold-2019-Development_Policy_Review.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper finds that while low Human Development Index (HDI) levels predict aid for excluded group-majority provinces, overall aid distribution is significantly biased in favour of the politically dominant Christian lowlanders. Previous exposure to armed conflict increases the likelihood of new projects only in Christian-majority provinces, and previous disaster exposure is a weak, sometimes negative, predictor of aid across all provinces.","ai_generated":true,"unit":"prio-001712#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Domestic political alliances are a stronger predictor of aid distribution than objective need, with provinces receiving more projects as the share of the population belonging to the politically dominant group, the Christian lowlanders, increases.","ai_generated":true,"unit":"prio-001712#insight-1","date_modified":"2026-10-23"},{"text":"The relationship between development need and aid is conditional on political affiliation; low Human Development Index (HDI) levels significantly predict aid inflow specifically in provinces where excluded groups are the majority.","ai_generated":true,"unit":"prio-001712#insight-2","date_modified":"2026-10-23"},{"text":"Exposure to armed conflict increases the likelihood of receiving new aid projects, but this effect is limited to provinces inhabited by the politically dominant group.","ai_generated":true,"unit":"prio-001712#insight-3","date_modified":"2026-10-23"},{"text":"Previous exposure to rapid-onset natural disasters is not a substantial predictor of aid distribution and may even be weakly associated with a lower likelihood of receiving new projects.","ai_generated":true,"unit":"prio-001712#insight-4","date_modified":"2026-10-23"},{"text":"The findings suggest that the Philippine government exercises significant discretion over the distribution of multilateral aid, often rewarding political supporters regardless of the donor's stated priorities regarding disaster mitigation or conflict-affected populations.","ai_generated":true,"unit":"prio-001712#insight-5","date_modified":"2026-10-23"}],"climate_tags":["natural disaster"],"geography_discussed":["Manila","Mindanao"],"frame_perspective":[],"analysis_type":["quantitative","spatial analysis"]},{"id":"prio-001715","url":"https://climateinsightsdirectory.org/document/prio-001715","title":"Rural-Urban Migration, Inequality and Urban Social Disorder","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/d966058f-3028-4c7c-b6ad-b3f3ae1eca44/Rural-Urban Migration Inequality and Urban Social Disorder Evidence from African and Asian Cities.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study finds that rural-urban migration itself does not cause urban violence. Instead, lethal urban political violence is associated with the socioeconomic marginalization of rural-urban migrants—specifically relative deprivation in terms of household assets and access to public services—as well as unequal access to education within the city population.","ai_generated":true,"unit":"prio-001715#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The study finds no statistical evidence that the volume of rural-urban migration is associated with an increase in urban social disturbances, whether lethal or non-lethal.","ai_generated":true,"unit":"prio-001715#insight-1","date_modified":"2026-10-23"},{"text":"Socioeconomic marginalization of rural-urban migrants, specifically relative deprivation regarding household assets, is positively associated with an increase in lethal urban political violence.","ai_generated":true,"unit":"prio-001715#insight-2","date_modified":"2026-10-23"},{"text":"Relative deprivation of rural-urban migrants in terms of access to basic public services also shows a positive association with lethal urban disorder.","ai_generated":true,"unit":"prio-001715#insight-3","date_modified":"2026-10-23"},{"text":"Inequality in access to education among city inhabitants is associated with a higher prevalence of lethal urban violence.","ai_generated":true,"unit":"prio-001715#insight-4","date_modified":"2026-10-23"},{"text":"Lower levels of overall education among city inhabitants are linked to a higher likelihood of lethal urban disorder events.","ai_generated":true,"unit":"prio-001715#insight-5","date_modified":"2026-10-23"},{"text":"Semi-autocratic regimes are found to have higher levels of both lethal and non-lethal urban disorder events compared to both full autocracies and democracies.","ai_generated":true,"unit":"prio-001715#insight-6","date_modified":"2026-10-23"},{"text":"Proximity to ongoing armed conflict has a clear negative effect on the frequency of lethal urban events, meaning cities closer to conflict zones experience more lethal disorder.","ai_generated":true,"unit":"prio-001715#insight-7","date_modified":"2026-10-23"},{"text":"Higher national income levels are associated with increased levels of non-lethal political violence, which the author suggests may be because development provides more resources to fight over.","ai_generated":true,"unit":"prio-001715#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change"],"geography_discussed":["India","China","Thailand","South Africa","Bolivia","New Delhi","Karachi","Johannesburg","Dhaka","Jakarta","Lagos","Kinshasa","Nairobi","Bangkok"],"frame_perspective":[],"analysis_type":["quantitative","cross-sectional time-series","regression analysis"]},{"id":"prio-001750","url":"https://climateinsightsdirectory.org/document/prio-001750","title":"Socioeconomic Inequality and Communal Conflict: A Disaggregated Analysis of Sub-Saharan Africa, 1990–2008","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/71e91de2-66a9-4276-b3b8-b143b2abe9a6/Socioeconomic Inequality and Communal Conflict A Disaggregated Analysis of Sub-Saharan Africa 1990-2008.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study finds that regions in Sub-Saharan Africa with high levels of both vertical and horizontal socioeconomic inequality are significantly more prone to violent communal conflicts. Specifically, the marginalization of the largest ethnic group in a region is a key driver of violence. The authors argue that the exclusionary nature of the African state and elite incentives to mobilize communal identities transform economic grievances into violent clashes over resources and political power.","ai_generated":true,"unit":"prio-001750#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Regions characterized by strong socioeconomic inequalities, including both vertical inequality (between individuals) and horizontal inequality (between ethnic groups), face a significantly higher risk of violent communal conflicts.","ai_generated":true,"unit":"prio-001750#insight-1","date_modified":"2026-10-23"},{"text":"The risk of communal conflict is particularly high in regions where the largest ethnic group is economically disadvantaged compared to other groups.","ai_generated":true,"unit":"prio-001750#insight-2","date_modified":"2026-10-23"},{"text":"Vertical inequality in household assets and educational attainment both positively correlate with the risk of communal conflict; for assets, a move from the 10th to 90th percentile of inequality increases the predicted annual risk of violence from 0.6% to 2%.","ai_generated":true,"unit":"prio-001750#insight-3","date_modified":"2026-10-23"},{"text":"Horizontal inequality specifically increases conflict risk when the largest group is marginalized, whereas the relative privilege of the largest group does not significantly increase the risk of communal conflict.","ai_generated":true,"unit":"prio-001750#insight-4","date_modified":"2026-10-23"},{"text":"The authors argue that the 'exclusionary political legitimacy' of the state in Sub-Saharan Africa leads to a zero-sum competition for resources, where political elites are incentivized to exploit communal divisions to maintain power.","ai_generated":true,"unit":"prio-001750#insight-5","date_modified":"2026-10-23"},{"text":"Other significant predictors of communal violence include the presence of politically excluded groups, higher population density, and greater distance from the national capital, which the authors proxy as weaker institutional presence.","ai_generated":true,"unit":"prio-001750#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change"],"geography_discussed":["Kenya","Nigeria","South Sudan","Ivory Coast","Sudan"],"frame_perspective":[],"analysis_type":["quantitative","cross-sectional time series","sub-national analysis"]},{"id":"prio-001847","url":"https://climateinsightsdirectory.org/document/prio-001847","title":"War and food insecurity: Survey evidence from Ukraine","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/4c3a35bb-c8d4-45e6-a282-1764986f061a/War and food insecurity in Ukraine.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study finds that one in three Ukrainians experienced food insecurity in the weeks following the 2022 Russian invasion. Both direct military attacks on individuals and indirect attacks on their municipalities significantly predict higher levels of food insecurity, with direct victimization having the strongest effect. These findings persist regardless of age, education, or socioeconomic status, though indirect attacks on municipalities were found to have a more adverse impact on men.","ai_generated":true,"unit":"prio-001847#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Approximately 33% of Ukrainians were food insecure at the time of the survey conducted in March and April 2022.","ai_generated":true,"unit":"prio-001847#insight-1","date_modified":"2026-10-23"},{"text":"Direct military attacks on individuals are the strongest predictors of food insecurity, including food shortages, reduced meal portions, and liquid shortages.","ai_generated":true,"unit":"prio-001847#insight-2","date_modified":"2026-10-23"},{"text":"Indirect exposure to war, specifically attacks on the municipality of residence, significantly predicts food insecurity.","ai_generated":true,"unit":"prio-001847#insight-3","date_modified":"2026-10-23"},{"text":"The impact of victimization on food insecurity is generally consistent across different demographic groups, including age, education, and socioeconomic status.","ai_generated":true,"unit":"prio-001847#insight-4","date_modified":"2026-10-23"},{"text":"Indirect attacks on municipalities of residence appear to have a more adverse effect on food insecurity for men than for women.","ai_generated":true,"unit":"prio-001847#insight-5","date_modified":"2026-10-23"},{"text":"Geographical proximity to violence (municipal attacks) is a more significant driver of food insecurity than emotional proximity (attacks on family or acquaintances).","ai_generated":true,"unit":"prio-001847#insight-6","date_modified":"2026-10-23"},{"text":"The study suggests that the starvation of civilians as a method of warfare, as condemned by UN Security Council Resolution 2417, is reflected in the high levels of food insecurity observed among Ukrainian civilians.","ai_generated":true,"unit":"prio-001847#insight-7","date_modified":"2026-10-23"}],"climate_tags":["food insecurity"],"geography_discussed":["Russia","Borodianka"],"frame_perspective":[],"analysis_type":["quantitative","survey-based","regression analysis"]},{"id":"prio-001857","url":"https://climateinsightsdirectory.org/document/prio-001857","title":"Where, when, and how does the UN work to prevent civil war in self-determination disputes?","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/fb58a08f-e5a5-41a7-9c3b-d60c0e585533/Where when and how does the UN work to prevent civil war in self-determination disputes.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The research analyzes UNSC resolutions in self-determination disputes to determine what drives the UN's decision to take preventive action. The authors find that the UN is significantly more likely to intervene in nonviolent disputes that have a history of violence or are located in regions with a high potential for contagion. While the UN employs a variety of tools—most notably diplomacy and condemnation—political constraints, particularly the interests of the P-5 members, limit its ability to act based on specific dispute-level characteristics like factionalism or economic status.","ai_generated":true,"unit":"prio-001857#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The UN is significantly more likely to engage in preventive action in nonviolent self-determination disputes that have a prior history of violence.","ai_generated":true,"unit":"prio-001857#insight-1","date_modified":"2026-10-23"},{"text":"Regional contagion risk is a strong driver of UN intervention; the UN is more likely to act in nonviolent disputes when nearby states are experiencing internal armed conflict.","ai_generated":true,"unit":"prio-001857#insight-2","date_modified":"2026-10-23"},{"text":"The UN's response varies by the type of tool used: while history of violence strongly predicts all forms of intervention, regional contagion is primarily associated with 'lighter' actions like diplomacy and condemnation rather than the deployment of force.","ai_generated":true,"unit":"prio-001857#insight-3","date_modified":"2026-10-23"},{"text":"Political constraints, specifically the veto power and interests of the P-5 (China, France, the UK, the US, and Russia), severely limit UN action in disputes involving those states or their allies.","ai_generated":true,"unit":"prio-001857#insight-4","date_modified":"2026-10-23"},{"text":"Dispute-level characteristics—such as the number of factions, the presence of neighboring kin groups, or the level of democracy—do not strongly predict whether the UNSC will take preventive action.","ai_generated":true,"unit":"prio-001857#insight-5","date_modified":"2026-10-23"},{"text":"Diplomacy is a central and frequently used tool in the UN's preventive toolkit for self-determination disputes, reflecting a practical application of 'preventative diplomacy'.","ai_generated":true,"unit":"prio-001857#insight-6","date_modified":"2026-10-23"},{"text":"The UN rarely utilizes sanctions as a proactive tool in self-determination disputes, making them less common than new authorizations of force.","ai_generated":true,"unit":"prio-001857#insight-7","date_modified":"2026-10-23"},{"text":"The UN does not merely react to existing violence but acts proactively in nonviolent disputes to prevent the outbreak of civil war.","ai_generated":true,"unit":"prio-001857#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["North Macedonia","Cyprus","Afghanistan","Bosnia and Herzegovina","Croatia","Sudan","Georgia"],"frame_perspective":[],"analysis_type":["quantitative","empirical","longitudinal"]},{"id":"seforall-000121","url":"https://climateinsightsdirectory.org/document/seforall-000121","title":"Taking the Pulse","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"fr","date_published":null,"source_url":"https://www.seforall.org/system/files/2019-10/EF-2019-TP-ES-fr-SEforALL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report 'Taking the Pulse 2019' identifies a total financing need of $6.4 billion by 2030 to achieve SDG 7 in Madagascar, the Philippines, and Uganda. It breaks down these needs by technology—mini-grids, standalone solar systems, and improved cookstoves—and by capital type, including grants, equity, debt, and affordability gap funding. The analysis highlights that while grid electrification remains important, off-grid solutions are essential for reaching isolated populations. The report provides specific projections for each country, noting that Uganda has seen success in standalone solar, the Philippines relies heavily on mini-grids due to its geography, and Madagascar faces severe infrastructure and affordability challenges. It concludes with policy recommendations for development partners, governments, and investors to mobilize the necessary capital and create enabling regulatory environments.","ai_generated":true,"unit":"seforall-000121#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"To achieve SDG 7 in Madagascar, the Philippines, and Uganda, a total of $6.4 billion in financing is required by 2030 for off-grid electricity and clean cooking solutions. This is distributed as $2.4 billion for Madagascar, $1.8 billion for the Philippines, and $2.3 billion for Uganda.","ai_generated":true,"unit":"seforall-000121#insight-1","date_modified":"2026-10-23"},{"text":"The $6.4 billion total financing requirement is composed of approximately $800 million in grants, $1.7 billion in equity, $2.1 billion in debt, and $1.8 billion to address the affordability gap for households.","ai_generated":true,"unit":"seforall-000121#insight-2","date_modified":"2026-10-23"},{"text":"Standalone solar systems are projected to be a major driver of access, particularly in Uganda, where they are expected to account for 52% of new domestic connections by 2030, requiring $1.76 billion in total funding (averaging $160 million annually).","ai_generated":true,"unit":"seforall-000121#insight-3","date_modified":"2026-10-23"},{"text":"In the Philippines, mini-grids are critical due to the country's archipelagic geography. The forecast predicts access for 1.2 million households via mini-grids by 2030, requiring $354 million in capital.","ai_generated":true,"unit":"seforall-000121#insight-4","date_modified":"2026-10-23"},{"text":"Madagascar faces the most acute affordability challenges, with over 60% of households unable to afford basic energy access without cost reductions. Standalone solar is projected to require $1.85 billion by 2030, including $662 million to bridge the affordability gap.","ai_generated":true,"unit":"seforall-000121#insight-5","date_modified":"2026-10-23"},{"text":"Clean cooking access remains a significant challenge. The report projects financing needs for improved cookstoves and clean fuels of $523 million in the Philippines, $537 million in Uganda, and $365 million in Madagascar.","ai_generated":true,"unit":"seforall-000121#insight-6","date_modified":"2026-10-23"},{"text":"The report argues that achieving SDG 7 requires a shift in financing mechanisms, including the use of blended finance where governments use concessional funding to mitigate risks for private commercial investors.","ai_generated":true,"unit":"seforall-000121#insight-7","date_modified":"2026-10-23"}],"climate_tags":["energy access","climate finance","Mini-grids","clean cooking","Blended Finance"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["quantitative","qualitative"]},{"id":"wri-000466","url":"https://climateinsightsdirectory.org/document/wri-000466","title":"Spatial Database of Planted Trees (SDPT Version 2.0)","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://www.wri.org/research/spatial-database-planted-trees-sdpt-version-2","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Spatial Database of Planted Trees (SDPT) version 2.0 provides a global spatial differentiation between planted forests, tree crops, and natural forests. In 2020, the database identified approximately 264 million hectares of planted forests (6.5% of total tree cover) and 65 million hectares of tree crops. The update includes new carbon removal factors ranging from 0.43 to 15 t C/ha/yr for planted forests and 0.43 to 11 t C/ha/yr for tree crops, and incorporates additional data for Brazil, Cambodia, Cote d’Ivoire, and Ghana in version 2.1.","ai_generated":true,"unit":"wri-000466#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2020, there were approximately 264 million hectares of planted forests globally, representing 6.5 percent of total tree cover, alongside 65 million hectares of tree crops.","ai_generated":true,"unit":"wri-000466#insight-1","date_modified":"2026-10-23"},{"text":"The SDPT v2.0 captures 90 percent of the total global planted forest area for 2020 as reported by the FAO.","ai_generated":true,"unit":"wri-000466#insight-2","date_modified":"2026-10-23"},{"text":"Updated carbon removal factors for planted forests are estimated between 0.43 and 15 metric tonnes of aboveground carbon per hectare per year, while tree crops range from 0.43 to 11 metric tonnes per hectare per year.","ai_generated":true,"unit":"wri-000466#insight-3","date_modified":"2026-10-23"}],"climate_tags":["carbon sequestration","illegal logging"],"geography_discussed":["Brazil","Cambodia","Ivory Coast","Ghana"],"frame_perspective":[],"analysis_type":["methodological","quantitative"]}]}