{"query_echo":{"q":"","filters":{"geography":["Angola"]},"warnings":[]},"total":{"value":741,"relation":"eq"},"page":36,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Angola&page=36","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Angola&page=37","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":"issafri-002635","url":"https://climateinsightsdirectory.org/document/issafri-002635","title":"Private security and international law","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":null,"source_url":"https://issafrica.s3.amazonaws.com/site/uploads/PEACECHAP10.PDF","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the intersection of private security services and international law, specifically focusing on the definition of mercenaries under Protocol I of the Geneva Conventions and the legal obligations of states where such companies are based. It explores the legitimacy of providing military support to governments versus dissident parties, the risks of privatizing security for corporations in weak states, and the ethical and legal dilemmas humanitarian organisations face when considering armed escorts. The text concludes that the rise of 'new mercenaries' requires a coordinated UN response to prevent the erosion of national sovereignty and ensure adherence to humanitarian principles.","ai_generated":true,"unit":"issafri-002635#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"International humanitarian law distinguishes between the justification for using force and the conduct of military actions, focusing on the latter to preserve humanity during war.","ai_generated":true,"unit":"issafri-002635#insight-1","date_modified":"2026-10-23"},{"text":"Under Article 47 of Protocol I, a mercenary is defined by five cumulative criteria, including being specially recruited to fight, motivated by private gain with remuneration exceeding that of regular forces, and not being a national or resident of a party to the conflict.","ai_generated":true,"unit":"issafri-002635#insight-2","date_modified":"2026-10-23"},{"text":"The legality of private security services provided to a public entity depends on the legitimacy of that entity; providing support to a dissident party is generally a violation of sovereignty unless the UN acknowledges the government's illegitimacy.","ai_generated":true,"unit":"issafri-002635#insight-3","date_modified":"2026-10-23"},{"text":"Military advisors and technicians are not considered mercenaries as long as they do not take a 'direct part in the hostilities,' which requires a direct causal relationship between their activity and harm done to the enemy.","ai_generated":true,"unit":"issafri-002635#insight-4","date_modified":"2026-10-23"},{"text":"In states with disintegrating structures, private security companies protecting corporate interests (such as mining or oil installations) may assume state responsibilities, raising questions about accountability for humanitarian law violations.","ai_generated":true,"unit":"issafri-002635#insight-5","date_modified":"2026-10-23"},{"text":"States are not directly responsible for the conduct of private companies unless the company acts on behalf of the state, but they may be liable for a lack of 'due diligence' or for breaching neutrality laws by allowing the recruitment of combatants on their territory.","ai_generated":true,"unit":"issafri-002635#insight-6","date_modified":"2026-10-23"},{"text":"South Africa's Regulation of Foreign Military Assistance Act of 1998 employs a broad definition of assistance, covering not only combat but also advice, training, logistics, and even medical services.","ai_generated":true,"unit":"issafri-002635#insight-7","date_modified":"2026-10-23"},{"text":"The use of private armed escorts by humanitarian organisations is discouraged by the ICRC because it risks compromising impartiality, tarnishing the organisation's image, and creating dangerous dependencies.","ai_generated":true,"unit":"issafri-002635#insight-8","date_modified":"2026-10-23"},{"text":"The ICRC acts as the 'guardian of international humanitarian law,' which includes the potential for establishing a dialogue with private security companies to ensure their staff abide by humanitarian rules.","ai_generated":true,"unit":"issafri-002635#insight-9","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Angola","Nigeria","Russia","Kyrgyzstan","Georgia","Ukraine","South Africa","United States","United Kingdom","Somalia","Sierra Leone","Democratic Republic of the Congo","Papua New Guinea","Nicaragua"],"frame_perspective":[],"analysis_type":["legal analysis","policy review"]},{"id":"issafri-002637","url":"https://climateinsightsdirectory.org/document/issafri-002637","title":"Gurkhas and the private security business in Africa","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":null,"source_url":"https://issafrica.s3.amazonaws.com/site/uploads/PEACECHAP7.PDF","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed"],"summary":{"text":"The report examines the recruitment and deployment of Gurkhas by private security firms in Africa, highlighting a shift from traditional mercenary activity to a broader range of security services. It details the operations of Gurkha Security Guards (GSG), including its work for Lonrho in Mozambique and its controversial training contract in Sierra Leone, as well as the activities of Defence Systems Limited (DSL). The text notes that while Gurkhas are marketed as disciplined and cost-effective, their use has faced resentment in countries like Angola due to a lack of workforce indigenisation. The document concludes that the market for expatriate Gurkha security is declining in favor of joint ventures with local partners.","ai_generated":true,"unit":"issafri-002637#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The private security sector in Africa evolved during the 1990s from primarily combat-focused mercenary activity to a wider array of services, including VIP bodyguards, security for mineral and oil installations, threat analysis, and military training.","ai_generated":true,"unit":"issafri-002637#insight-1","date_modified":"2026-10-23"},{"text":"Gurkha Security Guards (GSG) marketed Nepalese soldiers as a cost-effective, disciplined, and apolitical alternative to European staff, though the company's recruitment process was often marred by corruption, with applicants paying 'gifts' of approximately US $2,000 to secure positions.","ai_generated":true,"unit":"issafri-002637#insight-2","date_modified":"2026-10-23"},{"text":"In Mozambique, GSG provided 14 Gurkhas between 1990 and 1993 to manage 120-strong local militias for Lonrho's estates; however, the security success was likely bolstered by Lonrho's secret protection payments of approximately US $5 million to Renamo leadership.","ai_generated":true,"unit":"issafri-002637#insight-3","date_modified":"2026-10-23"},{"text":"GSG's involvement in Sierra Leone in 1995 focused on training the Republic of Sierra Leone Military Force in counterinsurgency, but the mission ended in disaster on 24 February 1995, when a scouting party including two European managers and five Gurkhas were killed in a fight with RUF rebels.","ai_generated":true,"unit":"issafri-002637#insight-4","date_modified":"2026-10-23"},{"text":"Defence Systems Limited (DSL) experienced failure with Gurkha deployment in Africa, citing cultural incompatibility, and was eventually expelled from Angola on 24 December 1997 for failing to indigenise its workforce and violating laws regarding foreign management of security firms.","ai_generated":true,"unit":"issafri-002637#insight-5","date_modified":"2026-10-23"},{"text":"The demand for expatriate Gurkha security in Africa is declining as governments increasingly prioritize 'indigenisation' and local employment to address unemployment crises and social impact.","ai_generated":true,"unit":"issafri-002637#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Nepal","Sierra Leone","Angola","Somalia","Zimbabwe","South Africa"],"frame_perspective":[],"analysis_type":[]},{"id":"natjust-000389","url":"https://climateinsightsdirectory.org/document/natjust-000389","title":"Gas Lifecycle Methane Emissions, Richards Bay Review","publisher":{"name":"Natural Justice","organization":"natural-justice"},"document_type":"report","language":"en","date_published":null,"source_url":"https://naturaljustice.org/wp-content/uploads/2021/05/FA-12-Howarth-RichardsBayReview.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that natural gas is more damaging to the climate than coal over a 20-year period due to potent methane leaks throughout its lifecycle. It highlights that 'top-down' measurements using satellites and aircraft reveal significantly higher emissions than traditional 'bottom-up' estimates. The author notes that shale gas and Liquefied Natural Gas (LNG) further increase these emissions, making gas expansion incompatible with a livable climate. This analysis is applied to the proposed Richards Bay power plant, which may source gas from the Karoo basin or via LNG imports from the US or Australia.","ai_generated":true,"unit":"natjust-000389#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Natural gas has a greater climate impact than coal per unit of energy produced when measured over a 20-year timeframe, primarily because it releases potent methane through leaks and venting throughout its lifecycle.","ai_generated":true,"unit":"natjust-000389#insight-1","date_modified":"2026-10-23"},{"text":"Shale gas production is more problematic for the climate than conventional gas, with a volume-weighted average upstream emission rate of 3.3% for six major shale gas fields; this contributed to an estimated 40% of the global increase in methane between 2005 and 2015.","ai_generated":true,"unit":"natjust-000389#insight-2","date_modified":"2026-10-23"},{"text":"Liquefied Natural Gas (LNG) increases greenhouse gas emissions compared to regular shale gas due to the energy required for liquefaction and potential methane 'boil off' during transport, resulting in a penalty of approximately 20% in CO2 emissions per MJ.","ai_generated":true,"unit":"natjust-000389#insight-3","date_modified":"2026-10-23"},{"text":"The proposed Richards Bay 3000 MW CCPP is likely to rely on shale gas from the Karoo basin or LNG imports from the United States, Australia, or other African nations like Angola, Algeria, or Namibia.","ai_generated":true,"unit":"natjust-000389#insight-4","date_modified":"2026-10-23"},{"text":"Methane is 86 times more potent than carbon dioxide on a 20-year timescale, and current global methane emissions are contributing as much to global warming over the next 20 years as total global carbon dioxide emissions.","ai_generated":true,"unit":"natjust-000389#insight-5","date_modified":"2026-10-23"}],"climate_tags":["natural gas","methane emissions","shale gas","liquefied natural gas","greenhouse gas emissions","global warming potential","hydraulic fracturing","coal-fired power station","life cycle assessment"],"geography_discussed":["South Africa","United States","Australia","Angola","Algeria","Namibia","Mozambique"],"frame_perspective":[],"analysis_type":["comparative analysis","literature review","environmental impact assessment"]},{"id":"natjust-000390","url":"https://climateinsightsdirectory.org/document/natjust-000390","title":"Fact Sheet: TotalEnergies, Shell, and PetroSA’s Proposed Offshore Oil and Gas Exploration Drilling in the Western Cape","publisher":{"name":"Natural Justice","organization":"natural-justice"},"document_type":"fact sheet","language":"en","date_published":null,"source_url":"https://naturaljustice.org/wp-content/uploads/2022/06/Fact-Sheet_Total-Shell-Offshore-Exploration-Scoping-Report-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines a proposal by TotalEnergies, Shell, and PetroSA to drill up to five exploration wells in Block 5/6/7 off the coast of the Western Cape, South Africa. It argues that the project is unnecessary for energy security, contradicts South Africa's climate commitments to limit global warming to 1.5 degrees Celsius, and poses significant risks to marine biodiversity and local industries like fishing and tourism. The text also highlights the poor environmental and ethical track records of TotalEnergies and Shell in other African nations.","ai_generated":true,"unit":"natjust-000390#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"TotalEnergies, Shell, and PetroSA hold exploration rights for Block 5/6/7, with TotalEnergies applying for authorization to drill up to five wells between Cape Town and Cape Agulhas. The Area of Interest covers 10,000km2 and is located as close as 60km from the coast, with drilling proposed for a 3-4 month period between October 2023 and June 2024.","ai_generated":true,"unit":"natjust-000390#insight-1","date_modified":"2026-10-23"},{"text":"The project is described as contradictory to South Africa's international climate commitments to keep global temperature increases below 1.5 degrees Celsius, as experts state this goal requires that no new oil and gas reserves are exploited.","ai_generated":true,"unit":"natjust-000390#insight-2","date_modified":"2026-10-23"},{"text":"Evidence from Meridian Economics and the International Institute for Sustainable Development suggests that gas is not needed as a transition energy source for South Africa and that investing in gas-to-power infrastructure would be a \"costly mistake\". Furthermore, a Meridian Economics study indicated that 5 GW of additional renewable energy could have eliminated 96.5% of load shedding in 2021, meaning the project is not necessary to solve the energy crisis.","ai_generated":true,"unit":"natjust-000390#insight-3","date_modified":"2026-10-23"},{"text":"The drilling poses risks to marine ecosystems, including potential oil spills, blow-outs, and impacts on species such as the African Penguin, three species of turtle, and thirty-five species of cetaceans. The project is located near Marine Protected Areas (MPAs) and Critical Biodiversity Areas (CBAs).","ai_generated":true,"unit":"natjust-000390#insight-4","date_modified":"2026-10-23"},{"text":"The proposal may negatively impact the local economy by excluding fishing activities from 500m operational safety zones and disturbing Southern right whales, which could reduce tourism revenue along the Whale Coast.","ai_generated":true,"unit":"natjust-000390#insight-5","date_modified":"2026-10-23"},{"text":"TotalEnergies and Shell have histories of environmental damage and corruption in Africa, including oil spills in Nigeria, failure to prevent human rights violations in Uganda and Tanzania, and bribery in Gabon, Angola, Cameroon, Congo, and Iran.","ai_generated":true,"unit":"natjust-000390#insight-6","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","gas-fired power station","climate finance","energy security","1.5 degree Celsius climate target","environmental impact assessment"],"geography_discussed":["Nigeria","Uganda","Tanzania","Gabon","Angola","Cameroon","Congo","Iran"],"frame_perspective":[],"analysis_type":["policy critique","environmental risk assessment"]},{"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-001246","url":"https://climateinsightsdirectory.org/document/prio-001246","title":"Blocking Resolution: How External States can Prolong Civil Wars","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/40f98eae-0a76-481d-8420-be2d3841d246/Blocking Resolution How External States can Prolong Civil Wars.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The research argues that external states often intervene in civil wars to pursue objectives separate from those of internal combatants, which makes conflicts harder to resolve. Using Cox regressions on data from 1945 to 2004, the author finds that 'independent interventions' significantly increase war duration compared to 'non-independent' interventions. This is attributed to the introduction of additional demands that shrink the bargaining range, the difficulty of updating beliefs in multi-party conflicts, and the lower costs of fighting for external states compared to domestic actors.","ai_generated":true,"unit":"prio-001246#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"External states that intervene with an independent agenda—objectives separate from the goals of internal combatants—make civil wars substantially longer.","ai_generated":true,"unit":"prio-001246#insight-1","date_modified":"2026-10-23"},{"text":"The general academic finding that external interventions prolong civil war is primarily driven by the specific subset of cases where interveners pursue independent goals, rather than interventions in general.","ai_generated":true,"unit":"prio-001246#insight-2","date_modified":"2026-10-23"},{"text":"Independent interventions prolong conflict by increasing the number of combatants who must approve a settlement, which complicates bargaining by shrinking the 'bargaining range' of acceptable agreements.","ai_generated":true,"unit":"prio-001246#insight-3","date_modified":"2026-10-23"},{"text":"External states have less incentive to negotiate than internal actors because they face lower human and economic costs, as fighting occurs outside their own territory and they may exploit local resources to offset expenses.","ai_generated":true,"unit":"prio-001246#insight-4","date_modified":"2026-10-23"},{"text":"External states perceive lower benefits from negotiation because they cannot easily transition into domestic political movements or power-sharing arrangements, which are options available to domestic insurgents.","ai_generated":true,"unit":"prio-001246#insight-5","date_modified":"2026-10-23"},{"text":"Empirical analysis using Cox Proportional Hazards models shows that wars with clearly independent interventions have an almost 80% chance of surviving to 5,000 days, compared to 40% for wars with any intervention and 20% for wars with no intervention.","ai_generated":true,"unit":"prio-001246#insight-6","date_modified":"2026-10-23"},{"text":"Interventions coded as 'non-independent'—where the external state's goals align with an internal actor—have almost no statistically significant effect on the duration of the war.","ai_generated":true,"unit":"prio-001246#insight-7","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Democratic Republic of the Congo","Sierra Leone","Rwanda","Uganda","Angola","Chad","Afghanistan","Lebanon","Western Sahara"],"frame_perspective":[],"analysis_type":["statistical analysis","theoretical modeling","case study"]},{"id":"prio-001251","url":"https://climateinsightsdirectory.org/document/prio-001251","title":"Breaking the Conflict Trap","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"report","language":"en","date_published":null,"source_url":"https://cdn.cloud.prio.org/files/2cb455f1-97a5-4e8f-a02d-4710a052c40b/Breaking the Conflict Trap.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that civil war is 'development in reverse,' creating a 'conflict trap' where poverty and institutional failure increase the risk of war, and war further degrades development. It identifies three rings of adverse effects: internal civilian suffering, regional spillovers (such as arms races and disease), and global costs (including drug trafficking and terrorism). The authors find that civil war is increasingly concentrated in 'marginalized' low-income countries and those in the conflict trap. To combat this, the report proposes a policy package including improved aid timing, transparent natural resource governance, and coordinated military-development sequencing in postconflict decades.","ai_generated":true,"unit":"prio-001251#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Civil war causes severe internal economic damage, typically reducing per capita income by around 15 percent after a seven-year conflict, which leads to an approximately 30 percent increase in absolute poverty.","ai_generated":true,"unit":"prio-001251#insight-1","date_modified":"2026-10-23"},{"text":"The costs of civil war extend beyond the combatants in three ripples: internal displacement and mortality of noncombatants, regional economic decline and disease in neighboring countries, and global issues like hard drug production and international terrorism.","ai_generated":true,"unit":"prio-001251#insight-2","date_modified":"2026-10-23"},{"text":"Civil wars have significant regional health spillovers, specifically regarding malaria; for every 1,000 refugees from tropical countries with civil war, asylum countries see approximately 1,406 new cases of malaria.","ai_generated":true,"unit":"prio-001251#insight-3","date_modified":"2026-10-23"},{"text":"The global production of hard drugs is heavily concentrated in conflict zones, with 95 percent of global opium production occurring in countries with civil wars.","ai_generated":true,"unit":"prio-001251#insight-4","date_modified":"2026-10-23"},{"text":"Economic characteristics are stronger predictors of civil war than ethnic or religious hatreds; countries with low, stagnant, and unequally distributed incomes that depend on primary commodity exports face the highest risks.","ai_generated":true,"unit":"prio-001251#insight-5","date_modified":"2026-10-23"},{"text":"Ethnic diversity generally reduces the risk of civil war, but 'ethnic dominance'—where one group makes up 45 to 90 percent of the population—increases the risk of rebellion by approximately 50 percent.","ai_generated":true,"unit":"prio-001251#insight-6","date_modified":"2026-10-23"},{"text":"Natural resource wealth, particularly oil, increases the risk of secessionist rebellions as local populations may seek to capture the rents of the resource.","ai_generated":true,"unit":"prio-001251#insight-7","date_modified":"2026-10-23"},{"text":"Countries often fall into a 'conflict trap' where a previous war significantly increases the risk of future conflict; a country that has had a war faces a 44 percent risk of returning to conflict within five years.","ai_generated":true,"unit":"prio-001251#insight-8","date_modified":"2026-10-23"},{"text":"The global incidence of civil war is diverging: 'successful developers' (middle-income or fast-growing low-income countries) are seeing risks decline, while 'marginalized' low-income countries face rising risks due to economic decline.","ai_generated":true,"unit":"prio-001251#insight-9","date_modified":"2026-10-23"},{"text":"High military spending in postconflict situations is counterproductive and increases the risk of a return to war, potentially signaling a government's lack of commitment to peace.","ai_generated":true,"unit":"prio-001251#insight-10","date_modified":"2026-10-23"},{"text":"International aid is most effective at raising growth in postconflict countries during the middle four to five years of the first postconflict decade, yet current aid patterns typically peak early and taper off too quickly.","ai_generated":true,"unit":"prio-001251#insight-11","date_modified":"2026-10-23"},{"text":"The Kimberley process is cited as a successful example of international collective action to reduce rebel financing by regulating the rough diamond trade.","ai_generated":true,"unit":"prio-001251#insight-12","date_modified":"2026-10-23"},{"text":"A comprehensive policy package—including faster growth for marginalized countries, shortening conflict duration, and halving postconflict relapse risks—could reduce the global incidence of civil war by more than half.","ai_generated":true,"unit":"prio-001251#insight-13","date_modified":"2026-10-23"}],"climate_tags":["economic development","public health"],"geography_discussed":["sub-Saharan Africa","Afghanistan","Angola","Botswana","Sierra Leone","Colombia","Indonesia","Chad","Cambodia","Uganda","Liberia","Sudan","Eritrea","Nigeria"],"frame_perspective":[],"analysis_type":["econometric analysis","policy simulation","case study"]},{"id":"prio-001320","url":"https://climateinsightsdirectory.org/document/prio-001320","title":"THE DIAMOND DATASET CODEBOOK","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"guide","language":"en","date_published":null,"source_url":"https://cdn.cloud.prio.org/files/3600c16d-1c66-42c0-bcf7-8b3733acca5b/DIADATA Codebook.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The document describes the DIADATA dataset, which lists diamond occurrences worldwide, including geographic coordinates, geological forms, and dates of discovery and production. It details the data collection process from academic, governmental, and industry sources, and explains the coding structure for variables such as geological form (primary, secondary, or marine) and production status. Additionally, it describes a 'compact version' of the dataset where sites within 50 km are aggregated into multipoints to reduce missing temporal data. The document includes detailed country profiles for 53 countries, outlining their diamond discovery and production histories.","ai_generated":true,"unit":"prio-001320#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The DIADATA dataset contains 1,175 entries for diamond occurrences across 53 countries, with 33 of those countries having some form of production.","ai_generated":true,"unit":"prio-001320#insight-1","date_modified":"2026-10-23"},{"text":"To address missing discovery and production dates in the original dataset, a compact version was created by aggregating sites within 50 km into multipoints, which significantly improved the completeness of temporal data.","ai_generated":true,"unit":"prio-001320#insight-2","date_modified":"2026-10-23"},{"text":"Data collection relied on a variety of sources, including the GeoRef database, the USGS Minerals Yearbook, the Mineral Resource Data System (MRDS), and the commercial database Infomine.","ai_generated":true,"unit":"prio-001320#insight-3","date_modified":"2026-10-23"},{"text":"The authors identify several biases in the data, including the falsification of records and the unwillingness of some countries to disclose information, particularly in conflict-affected regions like Angola, Sierra Leone, Liberia, and the Democratic Republic of Congo.","ai_generated":true,"unit":"prio-001320#insight-4","date_modified":"2026-10-23"},{"text":"The dataset distinguishes between 'lootable' (secondary) and 'non-lootable' (primary) diamonds, a distinction used to generate specific subsets for conflict research.","ai_generated":true,"unit":"prio-001320#insight-5","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Angola","Australia","Botswana","Brazil","Canada","Central African Republic","People's Republic of China","Democratic Republic of the Congo","Ghana","Guinea","Guyana","India","Indonesia","Lesotho","Liberia","Namibia","Russia","Sierra Leone","South Africa","Tanzania","United States","Venezuela","Zimbabwe"],"frame_perspective":[],"analysis_type":["dataset documentation","methodological guide"]},{"id":"prio-001373","url":"https://climateinsightsdirectory.org/document/prio-001373","title":"Explaining External Support for Insurgent Groups","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/ba2631d9-71a0-4297-9b5f-93d7d52b73ac/Explaining External Support for Insurgent Groups.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The research examines the determinants of external state support for rebel groups using a new dataset of 403 organizations. It argues that support is not merely a function of the civil war's general characteristics but depends on the specific attributes of the rebel group and the international relations of the target state. The findings indicate that moderately strong groups with transnational constituencies are most likely to receive aid, particularly when the target state is involved in an international rivalry or receives its own external support. Conversely, very strong or very weak groups, and those in democratic states, are less likely to be supported.","ai_generated":true,"unit":"prio-001373#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"External support is most likely for rebel groups of moderate strength; the strongest and weakest groups are less likely to receive assistance. Very weak groups are seen as unworthy investments, while the strongest can rely on domestic resources and prioritize autonomy.","ai_generated":true,"unit":"prio-001373#insight-1","date_modified":"2026-10-23"},{"text":"Rebel groups with transnational constituencies—including those with ethnic, religious, or ideological ties across borders—are significantly more likely to receive external state support.","ai_generated":true,"unit":"prio-001373#insight-2","date_modified":"2026-10-23"},{"text":"Insurgent groups are more likely to receive external assistance if the state they are fighting is engaged in an international rivalry, as sponsoring rebels is a tactic to undermine enemies without initiating full-scale interstate war.","ai_generated":true,"unit":"prio-001373#insight-3","date_modified":"2026-10-23"},{"text":"Counterbalancing interventions are common, where external states support rebel groups specifically because the target government is already receiving external assistance.","ai_generated":true,"unit":"prio-001373#insight-4","date_modified":"2026-10-23"},{"text":"Contrary to the authors' initial hypothesis, the ability to control territory did not decrease the likelihood of foreign support; instead, it was found to be positively related to receiving support, possibly because it proves the group's viability.","ai_generated":true,"unit":"prio-001373#insight-5","date_modified":"2026-10-23"},{"text":"General country-level characteristics, such as GDP per capita and overall military capacity (CINC), are not reliable predictors of whether rebel groups receive external support.","ai_generated":true,"unit":"prio-001373#insight-6","date_modified":"2026-10-23"},{"text":"Democratic states are generally less likely to be the target of externally sponsored rebel groups compared to non-democracies.","ai_generated":true,"unit":"prio-001373#insight-7","date_modified":"2026-10-23"},{"text":"The presence of a strong central command did not increase the likelihood of receiving support, contradicting the expectation that such structures make rebels more reliable agents for state patrons.","ai_generated":true,"unit":"prio-001373#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Indonesia","Colombia","Chad","Libya","South Africa","Angola","Mozambique","Sudan","Uganda","Iran","Iraq","Nicaragua","Democratic Republic of the Congo","Rwanda","Turkey","Sri Lanka","Afghanistan","Ethiopia","Philippines"],"frame_perspective":[],"analysis_type":["quantitative analysis","principal-agent framework","logistic regression"]},{"id":"prio-001432","url":"https://climateinsightsdirectory.org/document/prio-001432","title":"Great Power Competition and China’s Security Assistance to Africa: Arms, Training, and Influence","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/84a5dfd3-63d2-4d2f-8590-0d598c886428/Great Power Competition and Chinas Security Assistance to Africa Arms Training and Influence.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The research concludes that China's security force assistance (SFA) in Africa is consistent with a strategy of economic alignment rather than a military alignment strategy aimed at supplanting the US. While China has expanded its SFA to almost every African state since 2015, the assistance is described as being \"spread widely but thin,\" focusing on non-lethal equipment and training to protect economic interests and foster long-term relationships. In contrast, the US remains the dominant SFA provider in financial terms, with annual provision worth hundreds of millions of dollars compared to China's estimated tens of millions. The authors argue that this approach creates a viable alternative for authoritarian African governments who may otherwise face human rights-based restrictions from Western donors.","ai_generated":true,"unit":"prio-001432#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"China's SFA strategy in Africa is focused on economic alignment—protecting economic interests and deepening relationships—rather than a military alignment strategy to create a pro-China bloc or supplant the US as the dominant security provider.","ai_generated":true,"unit":"prio-001432#insight-1","date_modified":"2026-10-23"},{"text":"China has provided SFA to nearly every African state since 2000, with 47 states and two organizations (AMISOM and the ECOWAS Standby Force) identified as recipients, and four others as likely recipients.","ai_generated":true,"unit":"prio-001432#insight-2","date_modified":"2026-10-23"},{"text":"The nature of Chinese SFA emphasizes training and non-lethal equipment over major weapons systems, likely to avoid undercutting its own commercial arms exports.","ai_generated":true,"unit":"prio-001432#insight-3","date_modified":"2026-10-23"},{"text":"There was a significant increase in China's SFA commitments after 2015, following a pledge of USD 100 million to the African Union over five years and subsequent FOCAC action plans.","ai_generated":true,"unit":"prio-001432#insight-4","date_modified":"2026-10-23"},{"text":"In financial terms, China remains a 'second division' provider compared to the US; while China spends tens of millions annually, US annual provision to Africa (excluding Egypt) is worth hundreds of millions.","ai_generated":true,"unit":"prio-001432#insight-5","date_modified":"2026-10-23"},{"text":"China's SFA is often targeted at states with high economic importance or long-standing ties, such as Angola, Zimbabwe, and Nigeria, while militarily powerful states like Egypt, Ethiopia, and South Africa have received little to no identified SFA.","ai_generated":true,"unit":"prio-001432#insight-6","date_modified":"2026-10-23"},{"text":"China's willingness to provide SFA without the human rights conditions often required by the US and EU provides authoritarian African governments with a viable alternative to Western assistance.","ai_generated":true,"unit":"prio-001432#insight-7","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["People's Republic of China","United States","Djibouti","Mali","Zimbabwe","Angola","Liberia","Kenya","Nigeria"],"frame_perspective":[],"analysis_type":["comparative analysis","policy assessment","data collation"]},{"id":"prio-001506","url":"https://climateinsightsdirectory.org/document/prio-001506","title":"Justice during armed conflict: A new dataset on government and rebel strategies","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/6b139e81-28a9-4f2f-92e6-ac563715f2a1/Justice during Armed Conflict A New Dataset on Government and Rebel Strategies.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The authors present the During-Conflict Justice (DCJ) dataset, which catalogues 2,205 justice processes across 204 internal armed conflicts in 108 countries between 1946 and 2011. The research identifies that DCJ is a common tool, appearing in over 60% of conflicts since WWII, with governments being the primary adopters (70.4%). The study finds that democratic governments are more likely to use DCJ, particularly trials, truth commissions, and reparations, compared to autocracies. Rebel groups tend to use DCJ more frequently when fighting democracies and as their own relative military strength increases. Analysis suggests that government-initiated DCJ is correlated with a reduction in battle deaths in the following year and a higher likelihood of the conflict ending in a negotiated settlement rather than a military victory.","ai_generated":true,"unit":"prio-001506#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The During-Conflict Justice (DCJ) dataset covers 2,205 justice processes across 204 internal armed conflicts in 108 countries from 1946 to 2011, revealing that over 60 percent of conflicts since the Second World War included at least one DCJ process.","ai_generated":true,"unit":"prio-001506#insight-1","date_modified":"2026-10-23"},{"text":"Governments are the dominant users of DCJ, initiating 70.4% of all processes, while rebel groups are responsible for 10.3%. Rebels are more likely to employ trials, purges, and amnesties than capacity-intensive processes like reparations and truth commissions.","ai_generated":true,"unit":"prio-001506#insight-2","date_modified":"2026-10-23"},{"text":"Democratic governments are more likely to utilize DCJ than anocracies or autocracies, particularly in the use of trials, truth commissions, and reparations to investigate and remedy wrongdoings involving civilians.","ai_generated":true,"unit":"prio-001506#insight-3","date_modified":"2026-10-23"},{"text":"The use of trials has increased significantly since 1946, with a notable rise in the mid-1990s that exceeds the overall increase in the number of ongoing armed conflicts, aligning with the 'justice cascade' theory.","ai_generated":true,"unit":"prio-001506#insight-4","date_modified":"2026-10-23"},{"text":"There is an inverse relationship between rebel strength and government DCJ use; as rebels become stronger, government use of DCJ decreases. Conversely, rebel use of DCJ increases as they gain strength and capacity.","ai_generated":true,"unit":"prio-001506#insight-5","date_modified":"2026-10-23"},{"text":"Government-initiated DCJ is associated with a decrease in conflict intensity; 38% of conflict years with government DCJ saw a reduction in battle deaths the following year, compared to 19% for years without such processes.","ai_generated":true,"unit":"prio-001506#insight-6","date_modified":"2026-10-23"},{"text":"The likelihood of a conflict ending in a negotiated settlement doubles when the government initiates at least one DCJ process, while the likelihood of a military victory decreases from 37% to 23%.","ai_generated":true,"unit":"prio-001506#insight-7","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Uganda","Sri Lanka","Thailand","Israel","Peru","Guatemala","Ethiopia","Bangladesh","India","Haiti","Angola","Liberia","Rwanda","Nepal","Middle East","Europe","Asia","Africa","Americas"],"frame_perspective":[],"analysis_type":["quantitative analysis","dataset introduction","cross-national study"]},{"id":"prio-001535","url":"https://climateinsightsdirectory.org/document/prio-001535","title":"Mapping Business-Peace Interactions: Five Assertions for How Businesses Create Peace","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/34720ed4-b96d-458d-9454-534177e0fd8d/Mapping Business Peace Interactions.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper maps the disparate research and practice of 'business-peace' interactions into five core assertions: economic engagement creating a peace dividend, local development building peace capacities, importing international norms for accountability, constraining conflict drivers, and direct corporate diplomacy. While proponents argue these activities foster stability and development, critics warn of neo-colonial exploitation, 'peacewashing', and the risk of exacerbating local inequalities. The author concludes that business contributions are often limited by the willingness of local regimes and the priority of profit over courageous ethical choices in fragile contexts.","ai_generated":true,"unit":"prio-001535#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The author proposes five assertions for how businesses facilitate peace: economic engagement creates a 'peace dividend'; local development builds local capacities for peace; importing international norms improves democratic accountability; firms can constrain the root causes of conflict; and direct diplomatic efforts with conflict actors can build or make peace.","ai_generated":true,"unit":"prio-001535#insight-1","date_modified":"2026-10-23"},{"text":"Proponents of the 'peace dividend' (Assertion 1) argue that trade, economic growth, and financial injections provide the building blocks for development that cement peace, often drawing on liberal peace theory.","ai_generated":true,"unit":"prio-001535#insight-2","date_modified":"2026-10-23"},{"text":"Critics of the 'peace dividend' approach argue that economic liberalization can be a form of neo-colonial exploitation and that large investments may corrupt local elites or intensify competition for resources.","ai_generated":true,"unit":"prio-001535#insight-3","date_modified":"2026-10-23"},{"text":"Local development initiatives (Assertion 2), often operationalized through Corporate Social Responsibility (CSR), can reduce violence by empowering communities and providing inclusive employment, though critics argue CSR often lacks accountability and is used for reputational management.","ai_generated":true,"unit":"prio-001535#insight-4","date_modified":"2026-10-23"},{"text":"The import of international norms (Assertion 3) aims to improve structural conditions for peace through transparency and anti-corruption standards, but the author notes that ethical withdrawal by one firm may simply leave a void for firms with lower standards to fill.","ai_generated":true,"unit":"prio-001535#insight-5","date_modified":"2026-10-23"},{"text":"Businesses can attempt to constrain conflict drivers (Assertion 4) by stopping financial flows to conflict actors, such as through the Kimberley Process for diamonds or Conflict Free Minerals Initiatives in central Africa.","ai_generated":true,"unit":"prio-001535#insight-6","date_modified":"2026-10-23"},{"text":"Corporate diplomacy (Assertion 5) involves direct engagement in peacemaking, such as mediating between warring parties or negotiating with rebel leaders to ensure operational access.","ai_generated":true,"unit":"prio-001535#insight-7","date_modified":"2026-10-23"},{"text":"The author argues that economic opening only produces as much peace as the local regime permits, and that businesses rarely make courageous choices to forego profit for peace unless pressured by external advocacy groups.","ai_generated":true,"unit":"prio-001535#insight-8","date_modified":"2026-10-23"},{"text":"There is a risk of 'peacewashing', where firms promote peripheral CSR or philanthropy to mask operational harms or support for repressive regimes.","ai_generated":true,"unit":"prio-001535#insight-9","date_modified":"2026-10-23"}],"climate_tags":["economic development","extractive industry","Sustainable Development Goals"],"geography_discussed":["Nigeria","Angola","Liberia","Norway","Myanmar","Kurdistan","Afghanistan","Cyprus","Peru","Ghana","Dominican Republic","Sri Lanka","Sudan","Colombia","Congo","South Africa","Azerbaijan","Qatar","Papua New Guinea","Mozambique"],"frame_perspective":[],"analysis_type":["theoretical framework","literature review"]},{"id":"prio-001605","url":"https://climateinsightsdirectory.org/document/prio-001605","title":"Non-State Actors in Civil Wars: A New Dataset","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/164c4537-09b1-478e-83e0-7f9354ad3a96/Non-state actors in civil wars A new dataset.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed"],"summary":{"text":"The authors present the Non-State Actors (NSA) in Civil Wars dataset, covering internal armed conflicts from 1945 to 2011. The dataset shifts the unit of analysis from country-years to state-rebel group dyad spells, allowing researchers to examine the specific characteristics of opposition forces rather than just macro-level state variables. Key indicators include rebel strength relative to the government, territorial control, organizational structure (such as the presence of political wings), and external support from states or non-state actors. Descriptive statistics from the dataset show that while over 85% of rebel groups are weaker than their governments, nearly half are at least equal in their specific capacities to mobilize support, procure arms, and fight. The dataset is designed to be compatible with the Uppsala Conflict Data Project (UCDP) Dyadic Dataset to facilitate data aggregation across different research projects.","ai_generated":true,"unit":"prio-001605#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The NSA dataset identifies a significant asymmetry in power, with over 85% of rebel groups categorized as either \"much weaker\" or \"weaker\" than their respective governments.","ai_generated":true,"unit":"prio-001605#insight-1","date_modified":"2026-10-23"},{"text":"Despite overall weakness in troop numbers, approximately one-third of rebel groups are measured as equivalent to the government in their specific abilities to fight, procure arms, and mobilize support.","ai_generated":true,"unit":"prio-001605#insight-2","date_modified":"2026-10-23"},{"text":"Territorial control varies among rebel groups, with approximately one-third of groups controlling territory; among those that do, 60.7% exercise a \"moderate\" level of control.","ai_generated":true,"unit":"prio-001605#insight-3","date_modified":"2026-10-23"},{"text":"External state support is common for both sides of a conflict, with 39.05% of rebel groups and 48.88% of governments receiving explicit support, the majority of which is military in nature.","ai_generated":true,"unit":"prio-001605#insight-4","date_modified":"2026-10-23"},{"text":"The dataset allows for the analysis of intra-conflict variation, demonstrating that different rebel groups within the same civil war can differ significantly in their strength, external support, and organizational structure.","ai_generated":true,"unit":"prio-001605#insight-5","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Burundi","Philippines","Rwanda","Ethiopia","Eritrea","Democratic Republic of the Congo","Uganda","Sudan","Sri Lanka","Colombia","Angola","Zambia","Guatemala","El Salvador"],"frame_perspective":[],"analysis_type":[]},{"id":"prio-001654","url":"https://climateinsightsdirectory.org/document/prio-001654","title":"Poverty, Inequality, and Conflict","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/1020840b-334f-4d09-ac8e-b393bfccf36d/Poverty Inequality and Conflict.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The authors argue that national-level GDP per capita is an ambiguous proxy for the drivers of civil war, as conflict is typically a localized phenomenon. Using a global grid of 0.5-degree cells and G-Econ data for 1990, they test three hypotheses: that poorer areas are more prone to conflict (H1), that pockets of wealth in poor countries attract insurgency (H2), and that deviations from national income averages increase risk (H3). Preliminary results indicate that conflict onsets are more likely in poorer areas of a state and that the relationship between Gross Cell Product (GCP) per capita and conflict risk follows an inverted U-shape, peaking at approximately $1,300 per capita.","ai_generated":true,"unit":"prio-001654#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The authors argue that national-level economic data are insufficient for explaining civil war because conflict is usually a localized event occurring in peripheral regions that may differ significantly from national averages.","ai_generated":true,"unit":"prio-001654#insight-1","date_modified":"2026-10-23"},{"text":"Preliminary data analysis shows that both Gross Cell Product (GCP) per capita and national GDP per capita are lower for cells experiencing conflict onset compared to those that do not.","ai_generated":true,"unit":"prio-001654#insight-2","date_modified":"2026-10-23"},{"text":"The study finds that most conflict locations have a local GCP per capita that is lower than the overall national GDP per capita, including in middle-income countries like Russia where conflicts in the Caucasus occur in very poor regions.","ai_generated":true,"unit":"prio-001654#insight-3","date_modified":"2026-10-23"},{"text":"Regression analysis suggests a non-linear relationship between local income and conflict risk, specifically an inverted U-shape where the highest risk of onset is found in cells with a GCP per capita of approximately $1,300.","ai_generated":true,"unit":"prio-001654#insight-4","date_modified":"2026-10-23"},{"text":"There is a statistically significant difference in conflict risk between the lowest and highest income cells; moving from the 10th to the 95th percentile of GCP per capita reduces the chance of onset by approximately 2%.","ai_generated":true,"unit":"prio-001654#insight-5","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Russia","Chechnya","Angola","Ethiopia","Spain","Israel"],"frame_perspective":[],"analysis_type":["quantitative analysis","logistic regression","geospatial analysis"]},{"id":"prio-001655","url":"https://climateinsightsdirectory.org/document/prio-001655","title":"Power-sharing: Institutions, Behavior, and Peace","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/6b9ad814-de9f-4f4e-a291-f672fc81e038/Power Sharing Institutions Behavior and Peace.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The research examines the causal chain from formal (de jure) power-sharing institutions to peace, arguing that institutions operate primarily by inducing specific behavioral practices (de facto power-sharing). Using a global dataset of 180 countries from 1975 to 2010, the authors find that inclusive institutions increase the share of ethnic groups in government, which reduces the likelihood of rebellions by excluded groups but increases the risk of infighting among coalition partners. Dispersive institutions, such as federalism, are found to decrease the risk of ethnic conflict by increasing regional autonomy for minorities, although this effect is less statistically robust than that of inclusive institutions.","ai_generated":true,"unit":"prio-001655#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Formal inclusive power-sharing institutions effectively induce the behavior they are designed for by significantly increasing the proportion of ethnic groups represented in central governments.","ai_generated":true,"unit":"prio-001655#insight-1","date_modified":"2026-10-23"},{"text":"Inclusive power-sharing practices create a trade-off: they reduce the probability of conflict between the government and excluded groups, but simultaneously increase the probability of infighting among the ethnic groups within the governing coalition.","ai_generated":true,"unit":"prio-001655#insight-2","date_modified":"2026-10-23"},{"text":"The overall effect of inclusive institutions on general ethnic conflict often appears null or inconclusive because the pacifying effect on excluded groups and the destabilizing effect on coalition partners offset each other.","ai_generated":true,"unit":"prio-001655#insight-3","date_modified":"2026-10-23"},{"text":"Dispersive power-sharing institutions, which decentralize power to subnational levels, decrease the risk of ethnic civil war and territorial conflict by increasing the regional autonomy of ethnic minorities.","ai_generated":true,"unit":"prio-001655#insight-4","date_modified":"2026-10-23"},{"text":"Causal mediation analysis indicates that formal power-sharing institutions have little to no direct effect on conflict; their influence is almost entirely mediated through the behavioral practices they induce.","ai_generated":true,"unit":"prio-001655#insight-5","date_modified":"2026-10-23"},{"text":"When the causal order is reversed in empirical models, the results show that power-sharing practices have a direct effect on conflict that cannot be explained as being mediated by formal institutions.","ai_generated":true,"unit":"prio-001655#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Lebanon","Angola","South Africa","Syria","Ethiopia","Guatemala","Indonesia","Nigeria","Belgium","Bosnia and Herzegovina","Fiji"],"frame_perspective":[],"analysis_type":["causal mediation analysis","quantitative research","comparative political analysis"]},{"id":"prio-001707","url":"https://climateinsightsdirectory.org/document/prio-001707","title":"Revolt and Rule: Learning about governance from rebel groups","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/384c9462-383a-4412-8786-2c2d4832e3f3/Revolt and Rule Learning about Governance from Rebel Groups.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The document argues that rebel groups provide a unique 'laboratory' for understanding governance because they operate outside the Westphalian state system. It examines how rebels implement rule-making, enforcement, and service provision, and how these activities relate to their legitimacy and capacity. The authors propose a multi-dimensional framework for rebel capacity—military, economic, personnel, administrative, and social—and argue that territorial control is not always a prerequisite for governance. By comparing rebel and state behaviors, the paper suggests that governance is often multi-layered and that the relationship between territorial control and legitimacy is complex and non-linear.","ai_generated":true,"unit":"prio-001707#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Rebel groups employ diverse governance strategies, ranging from 'rebelocracy' (deep intervention in social, political, and economic rules) to 'aliocracy' (minimal intervention in strategic areas like security and taxation while leaving other governance to local authorities).","ai_generated":true,"unit":"prio-001707#insight-1","date_modified":"2026-10-23"},{"text":"Rebel legitimacy is often built through appeals to pre-existing social factors such as religion, ethnicity, and tradition, rather than through legal frameworks, as rebels inherently challenge the state's legal authority.","ai_generated":true,"unit":"prio-001707#insight-2","date_modified":"2026-10-23"},{"text":"The authors propose a five-dimensional conceptualization of rebel capacity: military (armed confrontation), economic (material resources), personnel (human capital/expertise), administrative/bureaucratic (organizational structures), and social (leverage of cultural networks).","ai_generated":true,"unit":"prio-001707#insight-3","date_modified":"2026-10-23"},{"text":"There is no simple linear relationship between capacity and governance; some high-capacity groups (e.g., the RUF in Sierra Leone) engage in minimal governance, while some low-capacity groups (e.g., Nepalese Maoists) implement extensive governance structures.","ai_generated":true,"unit":"prio-001707#insight-4","date_modified":"2026-10-23"},{"text":"Territorial control is not always a prerequisite for governance; in some cases, providing governance in areas beyond their immediate control serves as a precursor to establishing subsequent territorial control.","ai_generated":true,"unit":"prio-001707#insight-5","date_modified":"2026-10-23"},{"text":"Intensive governance can be counterproductive to territorial control, as unpopular policies may provoke civilian resistance and overstretch rebel resources, leading to a collapse of control.","ai_generated":true,"unit":"prio-001707#insight-6","date_modified":"2026-10-23"},{"text":"Rebel groups seek external legitimacy through international recognition, diplomacy, and adherence to international law to ensure survival and achieve political goals, such as secession.","ai_generated":true,"unit":"prio-001707#insight-7","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Uganda","Sierra Leone","El Salvador","Sri Lanka","Angola","Nepal","Ethiopia","Philippines","Laos","Western Sahara","Afghanistan","Syria","Yemen","Kosovo","Colombia","Myanmar","China","Mexico","Russia"],"frame_perspective":[],"analysis_type":["theoretical framework","comparative analysis","literature review"]},{"id":"prio-001827","url":"https://climateinsightsdirectory.org/document/prio-001827","title":"Transparency in Environmental and Resource Governance: Theories of Change for the EITI","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/ee78f604-a8e5-4855-9a61-b037e2babdc3/Transparency in Environmental and Resource Governance.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The authors argue that the EITI lacks a proven Theory of Change, risking obsolescence in some countries. They propose three models—Name-and-Shame, Public Debate, and Technical Reform—and find that while stakeholders prefer the Public Debate model, actual change occurs primarily through Technical Reform. The study emphasizes that ToCs must be dynamic and context-specific to bridge the gap between disclosure and actual accountability.","ai_generated":true,"unit":"prio-001827#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The authors propose three stylized 'Theories of Change' (ToC) for the EITI: 'naming and shaming' to denounce mismanagement, 'public debate' to increase public demand for better governance, and 'technical reforms' to strengthen bureaucratic procedures.","ai_generated":true,"unit":"prio-001827#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant mismatch between the preferred ToC and the actual mechanism of change; while survey respondents favor the Public Debate model, interviews suggest that Technical Reform is the primary way change has been observed in practice.","ai_generated":true,"unit":"prio-001827#insight-2","date_modified":"2026-10-23"},{"text":"The EITI is at risk of becoming obsolete in some countries because it has failed to translate high-quality data disclosure into actual government accountability or responsiveness.","ai_generated":true,"unit":"prio-001827#insight-3","date_modified":"2026-10-23"},{"text":"Effective Theories of Change for transparency initiatives must be dynamic and tailored to specific national political, social, and legal contexts rather than following a universal model.","ai_generated":true,"unit":"prio-001827#insight-4","date_modified":"2026-10-23"},{"text":"The EITI's relevance is limited by its failure to adequately address critical issues such as environmental and social impacts, the expenditure side of revenue management, and subnational-level extraction.","ai_generated":true,"unit":"prio-001827#insight-5","date_modified":"2026-10-23"}],"climate_tags":["extractive industry","transparency","sustainable development","environmental governance","climate finance","petroleum industry","greenhouse gas emissions"],"geography_discussed":["Colombia","Ghana","United Kingdom","Norway","Paris","Angola"],"frame_perspective":[],"analysis_type":["case study","survey","theoretical framework"]},{"id":"prio-001848","url":"https://climateinsightsdirectory.org/document/prio-001848","title":"War and Gender Inequalities in Health: The Impact of Armed Conflict on Fertility and Maternal Mortality","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/8977d1f3-85f8-4cd3-a579-f1238d14a9d4/War and Gender Inequalities in Health The Impact of Armed Conflict on Fertility and Maternal Mortality.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research examines whether armed conflict contributes to excess female mortality by affecting reproductive health and maternal mortality. The study finds that while conflict is associated with moderately higher maternal mortality rates, its effect on overall fertility is only significant in low-income countries, where it may act as a deterrent to the demographic transition. Unexpectedly, the study identifies that conflicts in neighboring countries are associated with lower maternal mortality, potentially due to the effectiveness of international health interventions for refugee populations.","ai_generated":true,"unit":"prio-001848#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Armed conflicts are associated with higher overall fertility specifically in low-income countries, suggesting that conflict may hinder the demographic transition in these settings.","ai_generated":true,"unit":"prio-001848#insight-1","date_modified":"2026-10-23"},{"text":"There is a moderate positive correlation between armed conflict and maternal mortality rates; for example, a conflict of median intensity (2,500 battle-related deaths) is linked to a 10% increase in the Maternal Mortality Rate.","ai_generated":true,"unit":"prio-001848#insight-2","date_modified":"2026-10-23"},{"text":"Conflicts in neighboring countries are associated with lower maternal mortality rates, which the authors attribute to the success of NGOs and the international community in providing health services to refugee and host populations.","ai_generated":true,"unit":"prio-001848#insight-3","date_modified":"2026-10-23"},{"text":"The impact of armed conflict on maternal mortality may be indirect, as the effect is diminished when controlling for per capita income, suggesting it works through reduced economic performance affecting healthcare provision.","ai_generated":true,"unit":"prio-001848#insight-4","date_modified":"2026-10-23"}],"climate_tags":["public health infrastructure"],"geography_discussed":["sub-Saharan Africa","Bosnia and Herzegovina","Ivory Coast","Ethiopia","Angola","Eritrea","Rwanda","Nepal","Afghanistan","Pakistan","Guinea","Liberia","Sierra Leone"],"frame_perspective":[],"analysis_type":["cross-national time-series study","fixed-effects regression"]},{"id":"saiia-000583","url":"https://climateinsightsdirectory.org/document/saiia-000583","title":"REGIONAL ECONOMIC INTEGRATION IN SADC","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"report","language":"en","date_published":null,"source_url":"https://saiia.org.za/wp-content/uploads/2014/10/141125_EDIP_GIZreport_pg15-22.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed"],"summary":{"text":"The SADC region exhibits significant economic disparities, with South Africa dominating both regional GDP (55.5%) and intra-regional exports (68.1%). While the region saw an average annual GDP growth of 4.7% from 2003-2013, competitiveness is hindered by poor infrastructure, corruption, and limited access to finance. The services sector is the primary driver of regional growth, though reliance on agriculture remains high in countries like Mozambique, Madagascar, and Malawi. Intra-regional trade has stagnated relative to other African regional economic communities, further hampered by severe transport inefficiencies and customs delays.","ai_generated":true,"unit":"saiia-000583#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Economic growth in SADC is highly uneven across member states; while the region averaged 4.7% annual growth from 2003-2013, individual performance ranged from Angola's per capita growth of over 7% to Zimbabwe's per capita income decrease of 2.8% annually.","ai_generated":true,"unit":"saiia-000583#insight-1","date_modified":"2026-10-23"},{"text":"South Africa is the dominant economic power in the region, accounting for 55.5% of SADC's total GDP in 2013, followed by Angola at 13.6%.","ai_generated":true,"unit":"saiia-000583#insight-2","date_modified":"2026-10-23"},{"text":"The primary barriers to doing business in SADC include inadequate physical infrastructure, corruption, red tape, insufficient human capital, and limited access to finance, with the latter being a major impediment in all member states except South Africa.","ai_generated":true,"unit":"saiia-000583#insight-3","date_modified":"2026-10-23"},{"text":"The Ease of Doing Business Index 2015 shows a general negative trend for most SADC countries, with Mauritius (28th), South Africa (43rd), and Botswana (74th) ranking highest, and DRC (184th), Angola (181st), and Zimbabwe (171st) ranking lowest.","ai_generated":true,"unit":"saiia-000583#insight-4","date_modified":"2026-10-23"},{"text":"The services sector is the main driver of regional growth, representing more than half of SADC's GDP, while agriculture contributes approximately 15% and industry just over 31%.","ai_generated":true,"unit":"saiia-000583#insight-5","date_modified":"2026-10-23"},{"text":"SADC's trade is characterized by a hegemonic position for South Africa, which accounts for 58.7% of all imports into and 46.2% of all exports out of SADC member states, and dominates intra-SADC exports at approximately 68.1%.","ai_generated":true,"unit":"saiia-000583#insight-6","date_modified":"2026-10-23"},{"text":"Intra-African trade by SADC declined significantly in relative terms from 34.2% in 1996–2000 to 16.4% between 2007 and 2011.","ai_generated":true,"unit":"saiia-000583#insight-7","date_modified":"2026-10-23"},{"text":"Transport inefficiency severely hinders regional trade, with road transport speeds between 6 km/hour and 12 km/hour and rail at 4 km/hour; notably, 75% of cross-border journey time is attributed to customs delays rather than transit speed.","ai_generated":true,"unit":"saiia-000583#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["South Africa","Angola","Zimbabwe","Mozambique","Mauritius","Malawi","Lesotho","Seychelles","Democratic Republic of the Congo","Botswana","Namibia","Tanzania","Madagascar","Zambia","Eswatini"],"frame_perspective":[],"analysis_type":[]},{"id":"saiia-000584","url":"https://climateinsightsdirectory.org/document/saiia-000584","title":"Case study 02","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"case study","language":"en","date_published":null,"source_url":"https://saiia.org.za/wp-content/uploads/2014/10/141125_EDIP_GIZreport_pg31-37_CS2rev.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that while SADC has significant potential for sugarcane-based ethanol production to reduce petroleum import dependency, regulatory uncertainty—specifically the lack of blending mandates and pricing formulas—is the primary barrier to investment. It suggests that a regional market could leverage South Africa's demand and the production capacity of other member states, potentially creating millions of jobs and providing significant electricity co-generation.","ai_generated":true,"unit":"saiia-000584#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The primary obstacle to a regional fuel ethanol market in SADC is regulatory uncertainty or the total absence of regulation, as corporate boards require certainty on blending mandates and pricing formulas before approving investments.","ai_generated":true,"unit":"saiia-000584#insight-1","date_modified":"2026-10-23"},{"text":"Sugarcane is identified as the most viable feedstock for ethanol in the region because the industry is well-established, it has an existing policy framework via Annex VII of the SADC Protocol on Trade, and its production in rural areas drives local industrial development.","ai_generated":true,"unit":"saiia-000584#insight-2","date_modified":"2026-10-23"},{"text":"Addressing regulatory constraints could lead to significant regional benefits, including meeting up to 60% of new petrol requirements over 20 years using 2–4% of cropland, generating 6,000–9,000 MW of electricity, and creating 1.5–1.8 million direct and 4 million indirect jobs.","ai_generated":true,"unit":"saiia-000584#insight-3","date_modified":"2026-10-23"},{"text":"The document identifies five critical political economy challenges: the 'food vs fuel' debate, resistance from established petroleum interests, land ownership and displacement of small-scale farmers, the tension between national and regional energy security, and the need for trade policies to protect against subsidized non-SADC imports.","ai_generated":true,"unit":"saiia-000584#insight-4","date_modified":"2026-10-23"},{"text":"The 'food vs fuel' conflict is considered weak for sugarcane because it is not a staple food, requires specific agronomic conditions that limit its spread, and is a monopsonistic product, allowing governments to control expansion by regulating the number of sugar mills.","ai_generated":true,"unit":"saiia-000584#insight-5","date_modified":"2026-10-23"},{"text":"Current regulatory status varies across SADC: Malawi allows up to 100% conversion; Mozambique, Swaziland, and Tanzania have national strategies or agencies; South Africa has a strategy and a 2–10% blend rate but lacks an agreed pricing framework; and Zimbabwe has a 5% blend rate.","ai_generated":true,"unit":"saiia-000584#insight-6","date_modified":"2026-10-23"}],"climate_tags":["ethanol fuel","biofuel","energy transition","energy security","land-use change","trade policy","climate finance","clean development mechanism"],"geography_discussed":["South Africa","Mozambique","Zimbabwe","Zambia","Angola","Malawi","Mauritius","Eswatini","Tanzania","Sudan","Brazil"],"frame_perspective":[],"analysis_type":["case study","political economy analysis","regulatory assessment"]}]}