{"query_echo":{"q":"","filters":{"organization":["Peace Research Institute Oslo"]},"warnings":[]},"total":{"value":763,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?organization=peace-research-institute-oslo&page=1","next":"https://climateinsightsdirectory.org/api/v1/search?organization=peace-research-institute-oslo&page=2","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-001582","url":"https://climateinsightsdirectory.org/document/prio-001582","title":"A survivor-centric policy framework for the prevention of conflict-related sexual violence","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2026-07","source_url":"https://cdn.cloud.prio.org/files/c847a7d9-d757-49b3-9e7e-de49b3dd06f9/MPI Paper 14_Ladue_Final.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed"],"summary":{"text":"The paper outlines a comprehensive framework to prevent conflict-related sexual violence (CRSV) by integrating survivor-centric and trauma-informed approaches. It advocates for a multisectoral strategy that spans primary prevention (stopping occurrence), secondary prevention (preventing escalation), and tertiary prevention (addressing long-term harm and accountability). The author emphasizes the need for intersectional analysis, local community engagement, and the alignment of policies with the lived realities of survivors across diverse identities.","ai_generated":true,"unit":"prio-001582#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The framework adopts a public health model of prevention divided into three levels: primary prevention to stop violence from occurring, secondary prevention to prevent the continuation or escalation of violence and mitigate short-term impacts, and tertiary prevention to prevent further harms and provide long-term redress.","ai_generated":true,"unit":"prio-001582#insight-1","date_modified":"2026-10-23"},{"text":"A survivor-centric approach prioritizes the rights, needs, and wishes of survivors in the design and implementation of policies, procedures, and broad responses to ensure dignity and respect while reducing the risk of re-traumatization.","ai_generated":true,"unit":"prio-001582#insight-2","date_modified":"2026-10-23"},{"text":"Effective prevention requires an intersectional approach that considers how diverse identities—including sexual orientation, gender identity, age, disability, race, ethnicity, and displacement status—relate to conflict-related sexual violence.","ai_generated":true,"unit":"prio-001582#insight-3","date_modified":"2026-10-23"},{"text":"Primary prevention strategies should include community-based programs to change patriarchal norms and gender inequalities, awareness-raising activities, risk mitigation (such as armed accompaniment), and the implementation of early warning systems to forecast risks.","ai_generated":true,"unit":"prio-001582#insight-4","date_modified":"2026-10-23"},{"text":"Secondary prevention focuses on providing high-quality, holistic, and survivor-centered services, including medical care and mental health and psychosocial support, while establishing safe environments for reporting and documentation.","ai_generated":true,"unit":"prio-001582#insight-5","date_modified":"2026-10-23"},{"text":"Tertiary prevention emphasizes accountability and long-term support, including the prosecution of perpetrators for deterrence, the development of survivor-centered legal protections, and the inclusion of CRSV in ceasefire and peace agreements.","ai_generated":true,"unit":"prio-001582#insight-6","date_modified":"2026-10-23"},{"text":"The author identifies significant gaps in current policy, including the 'siloing' of policies across priority areas and a disconnect between evidence-based research and the policies pursued by decision-makers.","ai_generated":true,"unit":"prio-001582#insight-7","date_modified":"2026-10-23"},{"text":"Security sector reform is highlighted as a preventive tool, provided it addresses gender inequality and recognizes that security actors themselves may be perpetrators, necessitating specific accountability mechanisms.","ai_generated":true,"unit":"prio-001582#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Democratic Republic of the Congo","Ukraine","Myanmar"],"frame_perspective":[],"analysis_type":[]},{"id":"prio-001581","url":"https://climateinsightsdirectory.org/document/prio-001581","title":"Perpetrators of conflict-related sexual violence","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2026-06","source_url":"https://cdn.cloud.prio.org/files/291abfd7-ef87-45cd-89fc-f66bc663645d/MPI Paper 11_Nordas_Final.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The paper argues that the armed organization to which a person belongs is the most powerful predictor of whether they become a perpetrator of conflict-related sexual violence. Using datasets like SVAC and ACLED, it finds that while state forces have historically been more frequent perpetrators, there is a recent trend of increasing reports involving rebel groups. The author identifies key organizational risk factors, such as forced recruitment and child soldiering, which use sexual violence as a socialization tool for group cohesion. Conversely, restraint is linked to strong internal governance, such as electoral leader selection and ideological norms. The paper suggests that policy interventions should target organizational structures and use risk factors as early warning indicators rather than focusing solely on individual perpetrators.","ai_generated":true,"unit":"prio-001581#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The most significant predictor of whether an individual becomes a perpetrator of conflict-related sexual violence is the specific armed organization they belong to and the group dynamics within that organization, rather than individual motivations alone.","ai_generated":true,"unit":"prio-001581#insight-1","date_modified":"2026-10-23"},{"text":"Data from the SVAC dataset indicates that while state forces were more commonly reported as perpetrators historically, there has been a trend toward parity and a recent increase in the frequency of rebel groups reported as perpetrators, with rebel group observations exceeding state forces in 2022 and 2023.","ai_generated":true,"unit":"prio-001581#insight-2","date_modified":"2026-10-23"},{"text":"Widespread sexual violence is not a universal feature of all armed groups; only a minority engage in it, and it is often an organizational practice rather than a centralized, deliberate strategy.","ai_generated":true,"unit":"prio-001581#insight-3","date_modified":"2026-10-23"},{"text":"Forced recruitment and the use of child soldiers are strong predictors of sexual violence, as gang rape is often used as a socialization mechanism to create social cohesion among reluctant recruits or to prevent child soldiers from deserting through the creation of shame.","ai_generated":true,"unit":"prio-001581#insight-4","date_modified":"2026-10-23"},{"text":"Ideology can either drive or restrain sexual violence; for example, the Islamic State used ideologically motivated policies to authorize sexual slavery of Yazidis, whereas leftist groups with strong political education institutions often prevent widespread sexual violence.","ai_generated":true,"unit":"prio-001581#insight-5","date_modified":"2026-10-23"},{"text":"Specific governance procedures, particularly the use of electoral processes for selecting leaders, are associated with lower levels of sexual violence as they encourage long-term group stability and internal constraints on commanders.","ai_generated":true,"unit":"prio-001581#insight-6","date_modified":"2026-10-23"},{"text":"Sexual violence may be used strategically to achieve battlefield goals, such as ethnic cleansing, genocide (e.g., in Rwanda, the former Yugoslavia, and Bangladesh), or to gain negotiation leverage ahead of peace settlements.","ai_generated":true,"unit":"prio-001581#insight-7","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Myanmar","Iraq","Syria","Ethiopia","Democratic Republic of the Congo","Central African Republic","Sudan","South Sudan","Chad","Cameroon","Eritrea","Russia","Ukraine","Niger","Gabon","Colombia","Nigeria","Afghanistan","Somalia","Burkina Faso","Middle East","Southeast Asia","Eastern and Southeastern Europe","Balkans","Africa","Israel","Mali","Mozambique","Iran","Bangladesh","former Yugoslavia","Rwanda"],"frame_perspective":[],"analysis_type":["synthesis","statistical analysis","case study"]},{"id":"prio-001587","url":"https://climateinsightsdirectory.org/document/prio-001587","title":"Conflict-related sexual violence and diverse sexual orientations and gender identities: Intersectional perspectives","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2026-06","source_url":"https://cdn.cloud.prio.org/files/06a0c367-538b-4ad3-a0f3-b16062ff026c/MPI Paper 9_Schulz Erdem  Ongwech_Final.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper argues that LGBTQI+ individuals are specifically targeted for their nonconformity to cis-heteronormative norms, with visibility acting as a primary risk factor. It highlights that such violence occurs on a continuum across public and private spheres, perpetrated by state actors, armed groups, and family members. The authors advocate for an intersectional framework to avoid homogenizing the LGBTQI+ community and emphasize the agency of survivors in creating their own support systems.","ai_generated":true,"unit":"prio-001587#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"LGBTQI+ individuals are frequently targeted for sexual violence specifically because of their actual or perceived nonconformity to gender-binary and cis-heteronormative norms. The risk of violence is directly linked to visibility; those who are more visibly nonconforming face a higher risk of abuse and threats.","ai_generated":true,"unit":"prio-001587#insight-1","date_modified":"2026-10-23"},{"text":"Conflict-related sexual violence against persons with diverse SOGIESC is perpetrated by a wide range of actors across both public and private domains. This includes state security forces, non-state armed groups, and private individuals such as family members, neighbors, and landlords.","ai_generated":true,"unit":"prio-001587#insight-2","date_modified":"2026-10-23"},{"text":"In the private sphere, family members can be central sources of violence, including rape and intimate partner violence, often justified by the desire to protect family 'honour' or based on conservative cultural and religious values. Family members may also 'out' queer individuals to armed militias, increasing their risk of death or sexual violence.","ai_generated":true,"unit":"prio-001587#insight-3","date_modified":"2026-10-23"},{"text":"There is a persistent tendency in scholarship and policy to homogenize the LGBTQI+ community, often focusing disproportionately on gay men while marginalizing the experiences of trans persons, intersex people, and lesbian, bisexual, and trans (LBT) women.","ai_generated":true,"unit":"prio-001587#insight-4","date_modified":"2026-10-23"},{"text":"Specialized queer-friendly services for survivors of conflict-related sexual violence are extremely limited in countries such as Uganda, Syria, Lebanon, and Türkiye. Existing gender-based violence resources primarily prioritize cis-hetero female survivors.","ai_generated":true,"unit":"prio-001587#insight-5","date_modified":"2026-10-23"},{"text":"Despite their vulnerabilities, LGBTQI+ survivors exercise agency by establishing their own support networks. In Uganda, for example, queer refugee survivors have created a survivor-led organization providing peer-to-peer counseling, informal protection shelters, and a medical clinic.","ai_generated":true,"unit":"prio-001587#insight-6","date_modified":"2026-10-23"}],"climate_tags":["intersectionality"],"geography_discussed":["Lebanon","Syria","Turkey","Uganda","Colombia","Myanmar","South Africa","Democratic Republic of the Congo"],"frame_perspective":[],"analysis_type":["intersectional analysis","empirical research","policy review"]},{"id":"prio-001673","url":"https://climateinsightsdirectory.org/document/prio-001673","title":"Zambia’s 2026 general elections: Democratic progress amid persistent challenges","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"policy brief","language":"en","date_published":"2026-02","source_url":"https://cdn.cloud.prio.org/files/9dea3dba-0108-49eb-b371-2ebdcf6dd36f/PRIO Policy Brief 2 - 2026.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed"],"summary":{"text":"The document identifies strategic electoral violence, the weaponization of the judiciary by ruling parties, and the chronic under-representation of women and low-income citizens as primary threats to democratic consolidation in Zambia. It highlights that while the country has maintained competitive elections since 1991, extensive presidential powers and subnational authoritarianism undermine local democracy. The brief recommends mobilizing election observers, safeguarding judicial independence through transparent processes, and utilizing credible voter information campaigns to improve accountability.","ai_generated":true,"unit":"prio-001673#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Political parties in Zambia use low-scale, non-fatal electoral violence—such as harassment, rally disruption, and the creation of 'no-go zones'—to maintain territorial control and demobilize opposition support, leading to a form of subnational authoritarianism.","ai_generated":true,"unit":"prio-001673#insight-1","date_modified":"2026-10-23"},{"text":"Ruling parties strategically use their superior financial and political resources to file expensive electoral petitions to overturn opposition victories, though judges have generally remained resilient to political pressure in their final rulings.","ai_generated":true,"unit":"prio-001673#insight-2","date_modified":"2026-10-23"},{"text":"Zambia's parliament suffers from significant representational deficits; women hold less than 15% of seats as of 2025 despite being 52% of the population, and the legislature is dominated by wealthy business elites who can self-finance campaigns.","ai_generated":true,"unit":"prio-001673#insight-3","date_modified":"2026-10-23"},{"text":"Constitutional amendments in December 2025 expanded the National Assembly from 167 to 280 seats and introduced mixed-member proportional representation, including reserved seats for women (20), youth (15), and persons with disabilities (5).","ai_generated":true,"unit":"prio-001673#insight-4","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Malawi"],"frame_perspective":[],"analysis_type":[]},{"id":"prio-001181","url":"https://climateinsightsdirectory.org/document/prio-001181","title":"Backlash and Progress in a New Geopolitical Reality: Women, Peace and Security and the Ambiguous Role of the UN Security Council","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2026","source_url":"https://cdn.cloud.prio.org/files/e62863f8-8cef-485c-b8e8-ebbf4900741e/978-3-032-10853-1_2.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the evolution of the Women, Peace and Security (WPS) agenda in the UN Security Council, noting a shift from consensus-based norm expansion to a period of 'backlash' and 'pushback' since 2019. It identifies specific threats to norms regarding sexual and reproductive health and rights (SRHR) and women's civil society participation, often driven by actors like Russia, China, and the US (under the Trump administration). Despite these challenges, the authors highlight the role of elected members (E10) in maintaining progress through 'shared commitments' and the integration of WPS language into day-to-day Council decisions. The paper argues that while the Council's overall legitimacy is declining due to stalemates over conflicts in Ukraine and Gaza, it remains a critical arena for defending women's rights against global authoritarian trends.","ai_generated":true,"unit":"prio-001181#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Since 2019, the UN Security Council has experienced 'backlash'—defined as counterassaults on women's rights and the promotion of a conservative gender order—specifically targeting norms related to sexual and reproductive health and rights (SRHR).","ai_generated":true,"unit":"prio-001181#insight-1","date_modified":"2026-10-23"},{"text":"The document distinguishes between 'backlash' and 'granular pushback,' the latter being consistent opposition to expanding agreed WPS language, particularly regarding the participation of women's civil society organizations.","ai_generated":true,"unit":"prio-001181#insight-2","date_modified":"2026-10-23"},{"text":"Geopolitical tensions and democratic backsliding have led to a 'Council stalemate' following the 2022 invasion of Ukraine and the 2023 conflict in Gaza, which has limited the space for WPS negotiations and weakened the Council's legitimacy as a platform for norm generation.","ai_generated":true,"unit":"prio-001181#insight-3","date_modified":"2026-10-23"},{"text":"Elected members of the Security Council (E10), including Ireland, Kenya, Norway, Mexico, Slovenia, Sweden, and Sierra Leone, have countered backlash by forming alliances and using 'shared commitments' to integrate WPS language into regular resolutions.","ai_generated":true,"unit":"prio-001181#insight-4","date_modified":"2026-10-23"},{"text":"There has been a measurable increase in the representation of women as expert briefers to the Security Council; for instance, the Council invited 60 civil society women in 2022, compared to only 25 such women between 2000 and 2015.","ai_generated":true,"unit":"prio-001181#insight-5","date_modified":"2026-10-23"},{"text":"The UN Security Council's thematic WPS resolutions serve as a foundation for national policies; as of May 2024, 109 countries had drawn up National Action Plans that reference these resolutions to avoid costly renegotiations.","ai_generated":true,"unit":"prio-001181#insight-6","date_modified":"2026-10-23"},{"text":"The authors argue that maintaining the UN Security Council as a negotiation arena is essential for defending women's rights against a global 'authoritarian wave' and increasing militarization, despite the Council's inherent limitations.","ai_generated":true,"unit":"prio-001181#insight-7","date_modified":"2026-10-23"}],"climate_tags":["gender equality","multilateralism"],"geography_discussed":["Ukraine","Gaza Strip","Israel","United States","Russia","People's Republic of China","Mali","Afghanistan"],"frame_perspective":[],"analysis_type":["normative analysis","institutional analysis","geopolitical analysis"]},{"id":"prio-001219","url":"https://climateinsightsdirectory.org/document/prio-001219","title":"As local as possible, as international as necessary?","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2026","source_url":"https://cdn.cloud.prio.org/files/a5e448b6-8a3a-4313-9db9-8da06b318de2/As local as possible as international as necessary PRIO Paper 2026.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the role of Ukrainian grassroots initiatives, NGOs, and local self-governments (hromadas) in humanitarian response, arguing that while local actors are more agile and cost-efficient, they face systemic barriers in funding and decision-making. It identifies a critical lack of systematic evidence on the relative cost-effectiveness of locally-led versus internationally-led responses, though it notes that local NGOs in Ukraine deliver programs 15.5% more cost-efficiently due to lower overheads. The document recommends a shift toward equitable partnerships characterized by mutual financial transparency, shared leadership, and the provision of flexible, multi-year 'quality funding' to ensure the sustainability of local responders operating under high insecurity.","ai_generated":true,"unit":"prio-001219#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant lack of systematic evidence comparing the relative cost-effectiveness of locally-led versus internationally-led humanitarian responses, although limited data on cost-efficiency exists.","ai_generated":true,"unit":"prio-001219#insight-1","date_modified":"2026-10-23"},{"text":"Local and national NGOs in Ukraine are 15.5% more cost-efficient in program delivery than international organizations, primarily because international entities have higher staff and overhead costs.","ai_generated":true,"unit":"prio-001219#insight-2","date_modified":"2026-10-23"},{"text":"Local actors possess comparative advantages over INGOs, including earlier response times, easier community access, longer presence, and deep contextual knowledge.","ai_generated":true,"unit":"prio-001219#insight-3","date_modified":"2026-10-23"},{"text":"The Ukrainian humanitarian landscape is composed of three primary local actor types: grassroots civil society, formal NGOs, and hromadas (local self-governments), each offering distinct capacities for resilience and aid delivery.","ai_generated":true,"unit":"prio-001219#insight-4","date_modified":"2026-10-23"},{"text":"Local responders face severe sustainability risks, including burnout, the psychological toll of trauma, and the 'poaching' of staff by international organizations.","ai_generated":true,"unit":"prio-001219#insight-5","date_modified":"2026-10-23"},{"text":"Decision-making and financial resource allocation are the two areas of localization with the least progress, as power remains concentrated within international organizations.","ai_generated":true,"unit":"prio-001219#insight-6","date_modified":"2026-10-23"},{"text":"A 'risk transfer' pattern exists where international organizations rely on local partners to operate in dangerous areas without providing adequate safety resources or overhead funding.","ai_generated":true,"unit":"prio-001219#insight-7","date_modified":"2026-10-23"},{"text":"Funding innovations such as Due Diligence Passporting, Flexible Small Grants, and pooled funds show potential for improving local access to resources, though INGO distrust of other agencies' assessments limits uptake.","ai_generated":true,"unit":"prio-001219#insight-8","date_modified":"2026-10-23"},{"text":"Capacity development is often incorrectly treated as a one-way training exercise from international to local actors, rather than a reciprocal process of mutual learning.","ai_generated":true,"unit":"prio-001219#insight-9","date_modified":"2026-10-23"}],"climate_tags":["civil society","capacity building","risk management","local government"],"geography_discussed":["Moldova"],"frame_perspective":[],"analysis_type":["knowledge review"]},{"id":"prio-001142","url":"https://climateinsightsdirectory.org/document/prio-001142","title":"The UN Security Council Resolution on Gaza: Age of Consent or Recipe for Conflict? – Peace Research Institute Oslo (PRIO)","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"statement","language":"en","date_published":"2025-12-08","source_url":"https://www.prio.org/comments/1847","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed"],"summary":{"text":"The author contends that UN Security Council Resolution 2803, which endorses a US-led plan for Gaza, is a 'recipe for further conflict' due to its lack of local legitimacy. The plan proposes a Board of Peace (BoP) for governance and an International Stabilization Force (ISF) for disarmament, but the author argues these will be viewed as instruments of occupation. Drawing on comparisons with successful disarmament in Colombia, Northern Ireland, and South Africa, the text asserts that security reform requires local ownership and a political resolution—specifically Palestinian statehood—rather than external imposition.","ai_generated":true,"unit":"prio-001142#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"UN Security Council Resolution 2803 endorses a 20-point plan by US President Trump that establishes a Board of Peace (BoP) as an interim administration for Gaza and an International Stabilization Force (ISF) tasked with stability, demilitarization, and the disarmament of Hamas and other armed groups.","ai_generated":true,"unit":"prio-001142#insight-1","date_modified":"2026-10-23"},{"text":"The author argues that the plan is fundamentally flawed because it lacks the consent of Palestinian political actors and the people of Gaza, meaning the BoP and ISF will likely be perceived as tools of coercion and occupation, leading to violent resistance.","ai_generated":true,"unit":"prio-001142#insight-2","date_modified":"2026-10-23"},{"text":"The claim in Resolution 2803 that the parties have accepted the plan is described as false, noting that Hamas has rejected the BoP as an \"international guardianship mechanism\" and maintains that disarmament must be an internal matter linked to Palestinian statehood and self-determination.","ai_generated":true,"unit":"prio-001142#insight-3","date_modified":"2026-10-23"},{"text":"The author asserts that the ISF is unlikely to succeed in disarming Hamas, citing the failure of the Israeli Defence Force (IDF) to do so despite over two years of war, 100,000 tons of ammunition dropped, and over 65,000 deaths by October 2025.","ai_generated":true,"unit":"prio-001142#insight-4","date_modified":"2026-10-23"},{"text":"Successful disarmament in other contexts, such as Colombia, Northern Ireland, and South Africa, demonstrates that security reform requires local ownership and protracted negotiations to achieve a political resolution, rather than external imposition.","ai_generated":true,"unit":"prio-001142#insight-5","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Colombia","Northern Ireland","South Africa"],"frame_perspective":[],"analysis_type":[]},{"id":"prio-001585","url":"https://climateinsightsdirectory.org/document/prio-001585","title":"Counting and documenting conflict-related sexual violence: Data and methods","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2025-12","source_url":"https://cdn.cloud.prio.org/files/001872b9-d950-4ab0-9341-1d403aa24f8e/MPI Paper 4 Kishi FINAL.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The paper analyzes how data collection methods shape the understanding of conflict-related sexual violence (CRSV). It compares 'top-down' approaches, like the Sexual Violence in Armed Conflict (SVAC) dataset, which rely on high-threshold fatality counts and a limited number of reputable sources, with 'bottom-up' approaches, such as the Armed Conflict Location & Event Data (ACLED) dataset, which track individual political violence events without fatality thresholds. The author argues that sourcing diversity, language considerations, and the choice between human-led and automated coding significantly impact the prevalence and accuracy of reported CRSV. The document concludes that all data contain biases—including errors of omission, inflation, and misrepresentation—and urges users to rigorously evaluate a dataset's assumptions to avoid inaccurate policy and programmatic conclusions.","ai_generated":true,"unit":"prio-001585#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Sexual Violence in Armed Conflict (SVAC) dataset employs a 'top-down' approach that may overlook peripheral conflicts or emerging actors because it requires a conflict to result in 25 deaths in a calendar year before it is coded.","ai_generated":true,"unit":"prio-001585#insight-1","date_modified":"2026-10-23"},{"text":"The Armed Conflict Location & Event Data (ACLED) dataset uses a 'bottom-up' approach that captures a wider range of sexual violence events because it does not require a fatality threshold for inclusion, though this can make it harder to compare specific conflicts over time.","ai_generated":true,"unit":"prio-001585#insight-2","date_modified":"2026-10-23"},{"text":"Sourcing strategies significantly impact data reliability; while the SVAC dataset relies on a small number of highly reliable sources (US State Department, Amnesty International, and Human Rights Watch), this limits its temporal updates and may omit 'true positives' that lack rigorous evidentiary proof.","ai_generated":true,"unit":"prio-001585#insight-3","date_modified":"2026-10-23"},{"text":"Automated data collection systems using artificial intelligence, such as GDELT or ICEWS, are faster and cheaper than human-led projects but are prone to inaccuracies, including false positives, duplicates, and a lack of strict definitions.","ai_generated":true,"unit":"prio-001585#insight-4","date_modified":"2026-10-23"},{"text":"Data biases can manifest as errors of omission, such as the SVAC dataset excluding sexual violence committed by mercenaries or multilateral entities, or errors of inflation, where automated systems mislocate events to a country's center-point.","ai_generated":true,"unit":"prio-001585#insight-5","date_modified":"2026-10-23"},{"text":"The reliance of Western data collection on English or European languages often leads to the under-reporting of CRSV, as the most reliable local-level reporting is frequently conducted in local languages.","ai_generated":true,"unit":"prio-001585#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Nigeria"],"frame_perspective":[],"analysis_type":["methodological review","comparative analysis"]},{"id":"prio-001586","url":"https://climateinsightsdirectory.org/document/prio-001586","title":"Documenting for justice: Physicians for Human Rights’ evidence-based and survivor-centred model for accountability for conflict-related sexual violence","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2025-12","source_url":"https://cdn.cloud.prio.org/files/a1a4b9f6-434b-45e1-9b86-8382540e14a6/MPI Paper 5 PHR FINAL.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed"],"summary":{"text":"The document details Physicians for Human Rights' (PHR) multipronged approach to documenting conflict-related sexual violence, focusing on the use of standardized forensic medical forms, multisectoral collaboration, and digital tools like MediCapt. It argues that integrating medical-legal evidence with survivor-centred care reduces retraumatization and strengthens the evidentiary base for prosecutions. The paper highlights successful applications of this model in the Democratic Republic of the Congo, Iraq, Kenya, and Ethiopia, emphasizing that capacity development for health and legal professionals is essential for translating clinical data into legal accountability.","ai_generated":true,"unit":"prio-001586#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"PHR utilizes a multipronged strategy to generate medico-legal evidence through four interconnected interventions: strengthening forensic evaluation capacity, nurturing community-based medical-legal networks, developing documentation tools and technology, and promoting research to support justice.","ai_generated":true,"unit":"prio-001586#insight-1","date_modified":"2026-10-23"},{"text":"The development of standardized forensic medical forms has been a critical innovation, enabling consistent interpretation of findings and reducing non-probative conclusions. Such forms were co-created and nationally adopted in the Democratic Republic of the Congo in 2023 and in Iraq in 2024.","ai_generated":true,"unit":"prio-001586#insight-2","date_modified":"2026-10-23"},{"text":"Multisectoral networks, such as the Justice Task Force in South Kivu, DRC, are essential for advancing cases. This specific network combined clinicians from Panzi General Reference Hospital with police, lawyers, and international organizations to secure convictions for crimes against humanity in 2018.","ai_generated":true,"unit":"prio-001586#insight-3","date_modified":"2026-10-23"},{"text":"Digital innovation through the MediCapt application allows clinicians to securely store forensic photographs and medical-legal certificates in the cloud, ensuring the chain of custody and preserving survivor confidentiality.","ai_generated":true,"unit":"prio-001586#insight-4","date_modified":"2026-10-23"},{"text":"Capacity-development programs are most effective when they are holistic, incorporating interactive pedagogy and dedicated sessions on vicarious trauma and self-care for professionals who may themselves be affected by conflict.","ai_generated":true,"unit":"prio-001586#insight-5","date_modified":"2026-10-23"},{"text":"The use of standardized documentation tools supports survivor-centred research by allowing the analysis of anonymized medical records, which avoids the need to re-interview survivors. This method was applied in Ethiopia to identify patterns of conflict-related sexual violence.","ai_generated":true,"unit":"prio-001586#insight-6","date_modified":"2026-10-23"},{"text":"In Kenya, the adoption of a Post-Rape Care form in 2013 resulted in medical evidence that was associated with a higher likelihood of adjudication outcomes favoring the survivor.","ai_generated":true,"unit":"prio-001586#insight-7","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["South Kivu","Kavumu Village","Ukraine"],"frame_perspective":[],"analysis_type":[]},{"id":"prio-001668","url":"https://climateinsightsdirectory.org/document/prio-001668","title":"The China-Pakistan Economic Corridor and China’s ‘developmental peace’ in Pakistan","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"policy brief","language":"en","date_published":"2025-12","source_url":"https://cdn.cloud.prio.org/files/46623e20-79b6-4660-ac2d-d348e3ce9b2f/PRIO Policy Brief 12 - 2025.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that CPEC's first decade has failed to deliver broad-based development or stability in Pakistan, as state-led growth has not reduced conflict or poverty. It highlights how domestic political fragmentation, weak governance, and security threats—including attacks on Chinese personnel—have hindered progress. The brief notes a shift in Chinese strategy from government-to-government loans to business-to-business collaboration and warns that Pakistan's strategic balancing between China and the US complicates alignment. It concludes that the top-down, centralized approach has led to uneven benefits, particularly in Balochistan and Khyber Pakhtunkhwa, and recommends more inclusive, transparent, and community-based development strategies for the next phase.","ai_generated":true,"unit":"prio-001668#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 'developmental peace' approach, which links state-led growth to stability, has not resulted in broad-based development or a reduction in conflict within Pakistan during CPEC's first decade.","ai_generated":true,"unit":"prio-001668#insight-1","date_modified":"2026-10-23"},{"text":"CPEC Phase 1 succeeded in increasing electrification and expanding road networks, but failed to achieve large-scale industrialization or job creation due to poor planning, management capacity, and a weak economy.","ai_generated":true,"unit":"prio-001668#insight-2","date_modified":"2026-10-23"},{"text":"China is reducing its willingness to provide new development loans, shifting its strategy for CPEC Phase 2 from government-to-government financing to a business-to-business approach.","ai_generated":true,"unit":"prio-001668#insight-3","date_modified":"2026-10-23"},{"text":"Internal security issues and militant resistance, particularly in Balochistan and Khyber Pakhtunkhwa, have delayed projects and targeted Chinese workers; 13 such attacks have been documented since 2017.","ai_generated":true,"unit":"prio-001668#insight-4","date_modified":"2026-10-23"},{"text":"The Gwadar port serves as a primary example of conflicting narratives: while the Pakistani government views it as a strategic achievement, local populations see it as an economic disaster that has failed to provide jobs or social benefits.","ai_generated":true,"unit":"prio-001668#insight-5","date_modified":"2026-10-23"},{"text":"Pakistan's geopolitical strategy involves a delicate balance of maintaining 'iron brother' ties with China for military support while simultaneously seeking stronger trade and security ties with the United States, including agreements on rare earth minerals.","ai_generated":true,"unit":"prio-001668#insight-6","date_modified":"2026-10-23"},{"text":"The centralized, top-down governance of CPEC has led to an uneven distribution of benefits, suggesting that the 'project by project model' is a primary cause of failure rather than the overall concept of developmental peace.","ai_generated":true,"unit":"prio-001668#insight-7","date_modified":"2026-10-23"}],"climate_tags":["infrastructure investment"],"geography_discussed":["People's Republic of China","Balochistan","Khyber Pakhtunkhwa","Gwadar","United States","India","Afghanistan","Saudi Arabia","Islamabad"],"frame_perspective":[],"analysis_type":["policy assessment","geopolitical analysis"]},{"id":"prio-001384","url":"https://climateinsightsdirectory.org/document/prio-001384","title":"The Middle East Paradoxon: Can a New Regional Order Emerge After Disruption?","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"briefing","language":"en","date_published":"2025-11","source_url":"https://cdn.cloud.prio.org/files/03e72ad5-7276-463b-a587-58509e2dfceb/FES PCC CWieland The Middle East Paradoxon 2025.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed"],"summary":{"text":"The briefing examines the 'Middle East Paradoxon,' where Israel faces increased internal instability and lost soft power despite a lack of immediate military threats from its Arab neighbors. It analyzes the fallout from a September 9, 2025, Israeli strike in Doha, which triggered rare Arab unity and accelerated a strategic realignment away from the United States. The author discusses the 'Trump Peace Plan' for Gaza as a rupture that may bring hostages home but faces significant risks of derailment due to its vague nature and opposition from Israeli ultranationalists. Additionally, the text highlights a new nuclear shield agreement between Saudi Arabia and Pakistan and the potential for Syria to become a site of power struggle between Turkey and Israel following the toppling of Bashar al-Asad.","ai_generated":true,"unit":"prio-001384#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"An Israeli military strike on the Leqtaifiya district in Doha on September 9, 2025, which failed to kill top Hamas leadership, acted as a major regional game changer by provoking a rare display of unity among Arab and Muslim states.","ai_generated":true,"unit":"prio-001384#insight-1","date_modified":"2026-10-23"},{"text":"The attack on Qatar accelerated a gradual realignment of Arab Gulf states away from the United States due to growing skepticism regarding US security guarantees, a trend previously signaled by the UAE's reaction to Houthi attacks in January 2022.","ai_generated":true,"unit":"prio-001384#insight-2","date_modified":"2026-10-23"},{"text":"Saudi Arabia has signed a new strategic military agreement with Pakistan to obtain a nuclear shield, effectively ending the possibility of a triangular nuclear technology deal involving Israel and the US.","ai_generated":true,"unit":"prio-001384#insight-3","date_modified":"2026-10-23"},{"text":"The 'Trump Peace Plan' for Gaza, while facilitating the return of living Israeli hostages, is characterized by a lack of concrete sequencing and guarantees, and is viewed as a setback for ultranationalists in Benjamin Netanyahu's cabinet.","ai_generated":true,"unit":"prio-001384#insight-4","date_modified":"2026-10-23"},{"text":"Israel is experiencing a paradox where it is militarily safer from its immediate Arab neighbors than in previous decades, yet it has lost significant global soft power and moral high ground due to its warfare in Gaza.","ai_generated":true,"unit":"prio-001384#insight-5","date_modified":"2026-10-23"},{"text":"The toppling of Bashar al-Asad by Islamist forces has created a window of opportunity for Turkey and may lead to a regional power struggle in Syria between Turkey and Israel.","ai_generated":true,"unit":"prio-001384#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Gaza Strip","Qatar","Doha","United Arab Emirates","Saudi Arabia","Pakistan","Israel","United States","Turkey","Syria","Jordan","Lebanon","Iran","Sharm el-Sheikh"],"frame_perspective":[],"analysis_type":[]},{"id":"prio-001580","url":"https://climateinsightsdirectory.org/document/prio-001580","title":"Wartime sexual violence: Recent research findings and their implications","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2025-10","source_url":"https://cdn.cloud.prio.org/files/a96665c4-61fa-4c69-8333-0eae86ea5362/MPI Paper 1 Cohen and Wood FINAL updated title.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report argues that conflict-related sexual violence is not inevitable and varies significantly across armed actors. It highlights a shift toward analyzing 'patterns of violence'—distinguishing between military strategy, organizational policy, and tolerated social practice—while advocating for a more intersectional approach that includes men, boys, and LGBTQIA+ survivors. The authors identify critical gaps in the study of structural root causes and perpetrator motivations, and they caution that traditional policy tools like international prosecutions and state-level sanctions have limited or even counterproductive effects on prevention.","ai_generated":true,"unit":"prio-001580#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Conflict-related sexual violence is not an inevitable consequence of war; it varies significantly across armed organizations, with some groups rarely engaging in it even within the same conflict.","ai_generated":true,"unit":"prio-001580#insight-1","date_modified":"2026-10-23"},{"text":"Scholars now distinguish between three distinct logics of sexual violence: military strategy (used as a weapon of war), organizational policy (such as managing the reproductive lives of combatants), and social practice (where violence is not ordered but is tolerated or unpunished by leaders).","ai_generated":true,"unit":"prio-001580#insight-2","date_modified":"2026-10-23"},{"text":"Armed-actor ideology significantly influences patterns of violence; for example, leftist insurgencies often engage in sexual violence less frequently due to ingrained norms of restraint toward civilians.","ai_generated":true,"unit":"prio-001580#insight-3","date_modified":"2026-10-23"},{"text":"Recent research has adopted an intersectional lens, documenting the victimization of previously overlooked groups, including men, boys, people with disabilities, and LGBTQIA+ individuals.","ai_generated":true,"unit":"prio-001580#insight-4","date_modified":"2026-10-23"},{"text":"There is a lack of systematic empirical cross-case analysis regarding the structural root causes of conflict-related sexual violence, with patriarchy serving as a necessary background factor but not a sufficient explanation for variation between groups.","ai_generated":true,"unit":"prio-001580#insight-5","date_modified":"2026-10-23"},{"text":"Evidence suggests that International Criminal Court trials and state trials have weak or inconsistent effects as deterrents for future conflict-related sexual violence.","ai_generated":true,"unit":"prio-001580#insight-6","date_modified":"2026-10-23"},{"text":"While targeted sanctions against individuals are used, research indicates that UN sanctions against states may actually increase the likelihood of state-perpetrated sexual violence during civil wars.","ai_generated":true,"unit":"prio-001580#insight-7","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Sudan","Ethiopia","Ukraine","Israel","Gaza Strip","West Bank","Myanmar"],"frame_perspective":[],"analysis_type":["literature review","policy analysis"]},{"id":"prio-001583","url":"https://climateinsightsdirectory.org/document/prio-001583","title":"Grappling with a weapon: The politics and policies of conflict-related sexual violence at the United Nations Security Council","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2025-10","source_url":"https://cdn.cloud.prio.org/files/a933376b-9b70-4db9-b242-d8792689748e/MPI Paper 2 Crawford FINAL updated title.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The paper analyzes the evolution of the UN Security Council's approach to conflict-related sexual violence (CRSV), arguing that while the 'weapon of war' frame successfully moved the issue onto the security agenda, it created significant gaps in protection and accountability. This framing prioritizes strategic, systematic violence over opportunistic abuse and often ignores non-traditional survivors, such as men, boys, and LGBTQ+ individuals. The author notes that geopolitical interests continue to dictate which atrocities are condemned and which are tolerated, leading to inconsistent implementation of the Women, Peace and Security (WPS) agenda.","ai_generated":true,"unit":"prio-001583#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 'weapon of war frame' was instrumental in gaining political traction for conflict-related sexual violence by presenting it as a militarized tactic used to 'terrify, embarrass and emasculate adversary populations,' which aligned the issue with national and regional security strategies.","ai_generated":true,"unit":"prio-001583#insight-1","date_modified":"2026-10-23"},{"text":"UN Security Council Resolution 1820 (2008) was the first WPS resolution to focus directly on conflict-related sexual violence and adopt the weapon of war frame, specifically targeting sexual violence used as a 'tactic of war' or part of a 'systematic attack' to avoid political costs and vagueness.","ai_generated":true,"unit":"prio-001583#insight-2","date_modified":"2026-10-23"},{"text":"While the UN Security Council has gradually expanded its recognition of survivors, men and boys were not explicitly included in references to affected populations until Resolution 2106 (2013).","ai_generated":true,"unit":"prio-001583#insight-3","date_modified":"2026-10-23"},{"text":"The reliance on the weapon of war frame creates 'political and legal tunnel vision,' causing policymakers to overlook opportunistic sexual violence that is not part of a wartime strategy and ignoring the structural gender-based discrimination that precedes armed conflict.","ai_generated":true,"unit":"prio-001583#insight-4","date_modified":"2026-10-23"},{"text":"Geopolitical alliances lead to inconsistent condemnation and implementation gaps; for example, the author notes that consequences for the Russian Federation regarding reported sexual violence in Ukraine have been 'minimal' due to its status as a permanent Security Council member.","ai_generated":true,"unit":"prio-001583#insight-5","date_modified":"2026-10-23"},{"text":"The gender binary inherent in the WPS agenda has resulted in the marginalization of non-binary and LGBTQ+ survivors, who lack adequate access to resources and support in international political recognition of CRSV.","ai_generated":true,"unit":"prio-001583#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Democratic Republic of the Congo","Ukraine","Gaza Strip","Afghanistan","Myanmar","Russia"],"frame_perspective":[],"analysis_type":["policy analysis","political science research"]},{"id":"prio-001584","url":"https://climateinsightsdirectory.org/document/prio-001584","title":"The relevance and reinvigoration of the Women, Peace and Security agenda","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2025-10","source_url":"https://cdn.cloud.prio.org/files/43853fb5-6473-407c-b490-3633ec339f13/MPI Paper 3 Ni Aolain FINAL updated title.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The author critiques the Women, Peace and Security (WPS) agenda for its failure to move beyond rhetorical commitments to substantive protection and inclusion. While acknowledging its role in elevating conflict-related sexual violence, the paper argues that the agenda's focus on penetrative rape has occluded other gender-based harms, such as obstetric and structural violence. It further highlights the marginalization of women in formal peace negotiations and the failure to account for colonial causality. The author proposes a shift toward 'everyday peace'—focusing on the long-term, grassroots conditions of survival and tolerance—to ensure a more inclusive and sustainable peace that addresses the needs of all women, particularly those from marginalized ethnic and racial backgrounds.","ai_generated":true,"unit":"prio-001584#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The WPS agenda has successfully established a UN Security Council platform and a framework for National Action Plans, but it has struggled to prevent conflict-related sexual violence or deliver meaningful accountability.","ai_generated":true,"unit":"prio-001584#insight-1","date_modified":"2026-10-23"},{"text":"The agenda's preoccupation with penetrative sexual violence as a primary focus has overshadowed other critical forms of gender-based harm, including structural, maternal, and obstetric violations.","ai_generated":true,"unit":"prio-001584#insight-2","date_modified":"2026-10-23"},{"text":"Women's inclusion in peace negotiations is often late and incidental, occurring after core issues have been settled by male actors, which renders their influence on the final bargain marginal.","ai_generated":true,"unit":"prio-001584#insight-3","date_modified":"2026-10-23"},{"text":"The WPS agenda fails to address the 'representativeness' of the women included in peacemaking, often ignoring those who experience historical discrimination and the colonial legacies that trigger conflict violence.","ai_generated":true,"unit":"prio-001584#insight-4","date_modified":"2026-10-23"},{"text":"There is a significant gap between high-level political rhetoric in New York and the actual protection of women on the ground, leading to fatigue among victim communities.","ai_generated":true,"unit":"prio-001584#insight-5","date_modified":"2026-10-23"},{"text":"The author advocates for a conceptual shift toward 'everyday peace,' which focuses on the basic norms of tolerance and survival among ordinary people and families rather than the singular 'moment' of a formal peace treaty.","ai_generated":true,"unit":"prio-001584#insight-6","date_modified":"2026-10-23"}],"climate_tags":["human rights","gender mainstreaming"],"geography_discussed":["Colombia","Northern Ireland","Gaza Strip","Sudan","Yemen","Afghanistan"],"frame_perspective":[],"analysis_type":["policy analysis","legal critique"]},{"id":"prio-001676","url":"https://climateinsightsdirectory.org/document/prio-001676","title":"The evolution of African National Youth Policies","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"policy brief","language":"en","date_published":"2025-09","source_url":"https://cdn.cloud.prio.org/files/98195593-1694-4c9d-97a0-390f008f1ca3/PRIO Policy Brief 9 - 2025.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the evolution of National Youth Policies (NYPs) in Africa, noting a steep increase in adoption that peaked in 2020. While these policies frequently address education, employment, and health, they often neglect youth political participation and face significant implementation gaps. Adoption is driven more by political and institutional factors, such as democracy and administrative capacity, than by demographic needs.","ai_generated":true,"unit":"prio-001676#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There has been a significant increase in the adoption of national youth policies across Africa between 1990 and 2022, peaking in 2020 when 40 countries had an active policy. By 2022, 44 African countries had an active, identifiable youth policy, while ten did not.","ai_generated":true,"unit":"prio-001676#insight-1","date_modified":"2026-10-23"},{"text":"National Youth Policies (NYPs) primarily focus on human capital development, specifically education and employment, followed by health. More recent policies have expanded to include security concerns, gender equality, and gender-based violence (GBV), but they largely ignore youth political participation.","ai_generated":true,"unit":"prio-001676#insight-2","date_modified":"2026-10-23"},{"text":"The adoption of NYPs is not predicted by the size of a country's youth population or its secondary school completion rates. Instead, adoption is more likely in states with greater administrative capacity and in democracies, where youth have more opportunities to pressure governments.","ai_generated":true,"unit":"prio-001676#insight-3","date_modified":"2026-10-23"},{"text":"While many countries have adopted NYPs, there is a lack of continuity and a gap between policy formulation and delivery. Some countries, such as Senegal and Guinea, let their policies lapse by 2022, and many others suffer from limited budget allocations and weak interministerial coordination.","ai_generated":true,"unit":"prio-001676#insight-4","date_modified":"2026-10-23"},{"text":"African NYPs frequently align with regional and international frameworks. The African Union’s African Youth Charter (2006) was particularly influential, and more recent policies often reference the African Union’s Agenda 2063 and the UN Millennium Development Goals (MDGs).","ai_generated":true,"unit":"prio-001676#insight-5","date_modified":"2026-10-23"},{"text":"Youth involvement in the creation of NYPs is inconsistent. In countries like Cabo Verde, Rwanda, and Gambia, consultation involved youth associations or councils, whereas in Senegal, Niger, and the Central African Republic, policies were primarily drafted by government officials.","ai_generated":true,"unit":"prio-001676#insight-6","date_modified":"2026-10-23"}],"climate_tags":["governance","employment","gender equality"],"geography_discussed":["The Gambia","Guinea","Namibia","Zambia","Seychelles","Botswana","Malawi","Mozambique","Tanzania","Burundi","Ghana","Mali","Rwanda","Cape Verde","Central African Republic","Niger","Senegal"],"frame_perspective":[],"analysis_type":["policy analysis","cross-national mapping"]},{"id":"prio-001204","url":"https://climateinsightsdirectory.org/document/prio-001204","title":"ALTERNATIVES HUMANITAIRES","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"report","language":"fr","date_published":"2025-07","source_url":"https://cdn.cloud.prio.org/files/f7d0f722-e7b4-4c97-a332-26ec89dbc95c/AltHum_29_Calameo_BAT.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the evolution of humanitarian communication, focusing on the tension between emotional storytelling and technical data. It analyzes the impact of generative AI on the authenticity of testimonies and images, the risks of 'infoglut' and fake news in conflict zones, and the intersectional vulnerabilities of women and LGBTQIA+ individuals facing climate change, specifically in Kenya.","ai_generated":true,"unit":"prio-001204#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Humanitarian communication has evolved from 1970s journalistic support to 1980s sensationalism, 1990s professionalization of public relations, and the 2000s rise of social media, which allowed NGOs to become their own media outlets.","ai_generated":true,"unit":"prio-001204#insight-1","date_modified":"2026-10-23"},{"text":"The phenomenon of 'infoglut' (information overload) on digital platforms drowns out contextual updates on crises, leading to a decline in public interest and government disengagement, which directly affects displaced populations in countries such as Cameroon, Ethiopia, and Mozambique.","ai_generated":true,"unit":"prio-001204#insight-2","date_modified":"2026-10-23"},{"text":"Humanitarian NGOs are increasingly targeted by disinformation campaigns that undermine their neutrality and credibility, such as the 2017 Rohingya crisis in Myanmar where they were portrayed as instruments of 'Western policies'.","ai_generated":true,"unit":"prio-001204#insight-3","date_modified":"2026-10-23"},{"text":"Médecins Sans Frontières (MSF) utilizes 'témoignage' (bearing witness) as a political act and a core part of its identity, though it faces internal tensions regarding the attribution of responsibility for attacks in Syria, Yemen, and Gaza.","ai_generated":true,"unit":"prio-001204#insight-4","date_modified":"2026-10-23"},{"text":"The use of 'killer facts'—simple, memorable statistics—in advocacy provides an aura of scientific legitimacy but can lead to the oversimplification of complex human needs and the erasure of socio-cultural realities.","ai_generated":true,"unit":"prio-001204#insight-5","date_modified":"2026-10-23"},{"text":"Generative AI risks perpetuating 'white saviour' and 'passive victim' stereotypes because it relies on non-neutral databases that reflect historical and colonial biases.","ai_generated":true,"unit":"prio-001204#insight-6","date_modified":"2026-10-23"},{"text":"The use of AI-generated images in humanitarian contexts creates a normative dilemma: they can represent a reality without exposing vulnerable individuals, but they risk eroding public trust in authentic photography.","ai_generated":true,"unit":"prio-001204#insight-7","date_modified":"2026-10-23"},{"text":"Climate change disproportionately affects women and LGBTQIA+ individuals due to pre-existing social inequalities, including limited access to education, property rights, and decision-making power.","ai_generated":true,"unit":"prio-001204#insight-8","date_modified":"2026-10-23"},{"text":"In Bangladesh, the acceleration of climate disasters and their economic impact on families has increased the risk of forced marriage for young girls.","ai_generated":true,"unit":"prio-001204#insight-9","date_modified":"2026-10-23"},{"text":"Kenya is currently experiencing its worst water crisis in forty years, with 80% of the national territory being arid or semi-arid, compromising the food security of over four million people.","ai_generated":true,"unit":"prio-001204#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate change","drought","climate justice","food security","environmental health"],"geography_discussed":["Ukraine","Gaza Strip","Democratic Republic of the Congo","Bangladesh","Ethiopia","Cameroon","Mozambique","Syria","Yemen","Burkina Faso","Mali","Niger","United States","France","Switzerland","Argentina","Turkana County"],"frame_perspective":[],"analysis_type":["theoretical analysis","case study","photographic reportage","literature review"]},{"id":"prio-001155","url":"https://climateinsightsdirectory.org/document/prio-001155","title":"Peace research is not defense research: Time to insist on tougher questions    – Peace Research Institute Oslo (PRIO)","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"statement","language":"en","date_published":"2025-06-02","source_url":"https://www.prio.org/comments/1780","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed"],"summary":{"text":"The author critiques a suggestion by the Norwegian Minister of Research and Higher Education that peace research is a subset of defense research, arguing that peace research must remain a distinct field focused on peace as a public good. The text highlights a decline in the visibility and credibility of the peace movement in the 2020s and warns against the uncritically accepted militarization of public discourse in Norway. The author urges peace researchers to actively participate in public dialogue to define structural peace and steer governance, drawing inspiration from post-Soviet civil society activists who continue to advocate for peace despite high personal costs.","ai_generated":true,"unit":"prio-001155#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The author rejects the assertion made by the Norwegian Minister of Research and Higher Education that peace research should be considered a subcategory of defense research, stating that peace research is fundamentally about peace and must not be reduced to a subfield of national defense efforts.","ai_generated":true,"unit":"prio-001155#insight-1","date_modified":"2026-10-23"},{"text":"The peace movement in 2025 is described as being in a state of crisis, characterized by low public support and limited visibility, with 'peace talk' often dismissed as naive or as an obstacle to national defense.","ai_generated":true,"unit":"prio-001155#insight-2","date_modified":"2026-10-23"},{"text":"The author warns against the 'militarization of public discourse' in Norway and argues that academics have a responsibility to center peace as the objective of politics to influence governance and international navigation.","ai_generated":true,"unit":"prio-001155#insight-3","date_modified":"2026-10-23"},{"text":"The author notes that post-Soviet civil society—including Ukrainian academics, Russian journalists, Belarusian feminists, and Turkmen activists—continues to develop and argue for ideas of 'structural peace' despite significant personal risks.","ai_generated":true,"unit":"prio-001155#insight-4","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Ukraine","Russia","Belarus","Turkmenistan","Europe"],"frame_perspective":[],"analysis_type":[]},{"id":"prio-001675","url":"https://climateinsightsdirectory.org/document/prio-001675","title":"Unlocking Nigeria’s future demographic dividend through its youth","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"policy brief","language":"en","date_published":"2025-06","source_url":"https://cdn.cloud.prio.org/files/2c058512-f78e-4286-994a-ecd91a0fbcb8/PRIO Policy Brief 6 - 2025.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Nigeria possesses a significant 'youth bulge', with approximately 70% of its population under 30 and a median age of 18.1 years. While this presents an opportunity for a 'demographic dividend'—accelerated economic growth driven by a large working-age population—the document warns that failure to invest in human capital and economic reform could lead to a 'demographic disaster'. Key obstacles include high youth unemployment (estimated at 53.4% for ages 15–24 in 2020), a mono-economy dependent on crude oil, and an education system that fails to align curricula with market needs. The brief argues that unlocking this potential requires a multi-pronged approach focusing on human capital, economic opportunity, gender equality, and effective governance.","ai_generated":true,"unit":"prio-001675#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Nigeria has a distinct 'youth bulge', with an estimated population exceeding 230 million in 2025, of which approximately 70% are under the age of 30 and the median age is 18.1 years.","ai_generated":true,"unit":"prio-001675#insight-1","date_modified":"2026-10-23"},{"text":"The country faces a severe youth unemployment crisis caused by a mismatch between the formal economy's capacity and labour market demands. In 2020, unemployment was estimated at 53.4% for youth aged 15–24 and 37.2% for those aged 25–34.","ai_generated":true,"unit":"prio-001675#insight-2","date_modified":"2026-10-23"},{"text":"Nigeria's economy is characterized as a 'mono-economy' with a heavy reliance on crude oil exports since the 1970s, which, combined with public debt, has increased social inequality and poverty.","ai_generated":true,"unit":"prio-001675#insight-3","date_modified":"2026-10-23"},{"text":"The education system suffers from low completion rates and a lack of alignment with market needs. In 2020, secondary education completion was 42% for boys and 36% for girls.","ai_generated":true,"unit":"prio-001675#insight-4","date_modified":"2026-10-23"},{"text":"Gender inequality, particularly in northern regions, acts as a barrier to development through limited female empowerment, higher fertility rates, and systemic obstacles to education and labour market participation.","ai_generated":true,"unit":"prio-001675#insight-5","date_modified":"2026-10-23"},{"text":"While Nigeria has a National Population Policy (2006/2008) and National Youth Policies (NYPs), implementation gaps and a lack of tangible improvements in socioeconomic conditions have undermined their effectiveness and can erode trust in government.","ai_generated":true,"unit":"prio-001675#insight-6","date_modified":"2026-10-23"},{"text":"Rapid urbanization is occurring, with an estimated 55% of Nigerians living in urban areas in 2025, projected to rise to 66.9% by 2050, placing pressure on public services like housing, water, and healthcare.","ai_generated":true,"unit":"prio-001675#insight-7","date_modified":"2026-10-23"}],"climate_tags":["gender equality","urbanization","economic diversity"],"geography_discussed":["sub-Saharan Africa","South Korea","Singapore","Taiwan"],"frame_perspective":[],"analysis_type":["policy analysis","demographic assessment","socioeconomic analysis"]},{"id":"prio-001430","url":"https://climateinsightsdirectory.org/document/prio-001430","title":"Women, peace and security in Nigeria","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"policy brief","language":"en","date_published":"2025-05","source_url":"https://cdn.cloud.prio.org/files/82232d07-4126-4aca-a063-f35143e9fbd5/GPS Policy Brief 5 - 2025.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Nigeria ranks 162nd out of 181 countries on the 2025 WPS Index with a score of 0.495, which is below both the global average (0.650) and the Sub-Saharan Africa average (0.511). While the country has seen a turnaround in its ranking to 2017 levels, significant disparities persist between the North and South, particularly in education and exposure to conflict. The document highlights the role of National Action Plans (NAPs) and specific initiatives like the AGILE project and RESMAT, while noting that a lack of systematic monitoring and evaluation hinders the implementation of these frameworks.","ai_generated":true,"unit":"prio-001430#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Nigeria's 2025 WPS Index score of 0.495 places it 162nd globally and 34th among 44 Sub-Saharan African countries. The country performs poorly in maternal mortality and women's parliamentary representation, although it shows strength in legal protections against discrimination and women's cell phone use.","ai_generated":true,"unit":"prio-001430#insight-1","date_modified":"2026-10-23"},{"text":"There are stark educational disparities based on region and religion; Christian women in the South average 9.5 years of schooling, while Muslim women in the North average 4.5 years. For women born in the 1990s, Christian women still have twice as many years of schooling as Muslim women.","ai_generated":true,"unit":"prio-001430#insight-2","date_modified":"2026-10-23"},{"text":"Women's exposure to conflict varies by region: the Northeast is affected by Boko Haram and ISWAP, the Southwest by the criminal organization Black Axe, and the Southeast by the separatist group Indigenous People of Biafra (IPOB). In Borno State, approximately half of the women in conflict zones were exposed to over 100 battle-related deaths within a 50 km radius.","ai_generated":true,"unit":"prio-001430#insight-3","date_modified":"2026-10-23"},{"text":"Nigeria has implemented three National Action Plans (NAPs) on WPS, with the third currently in development, and at least 14 states have created their own action plans. These are based on five pillars: Prevention, Participation, Protection, Prosecution, and Promotion.","ai_generated":true,"unit":"prio-001430#insight-4","date_modified":"2026-10-23"},{"text":"Specific initiatives to improve WPS include the World Bank's AGILE project for girls' education, the National Policy on Women’s Economic Empowerment (2023), and the RESMAT program, which provides free emergency C-sections and transport to reduce maternal mortality.","ai_generated":true,"unit":"prio-001430#insight-5","date_modified":"2026-10-23"},{"text":"A legislative proposal is underway to create 182 special seats for women in the National Assembly (74) and State Houses of Assembly (108) to address the decline in parliamentary representation.","ai_generated":true,"unit":"prio-001430#insight-6","date_modified":"2026-10-23"},{"text":"The implementation of WPS frameworks is severely hampered by the absence of a reliable monitoring system, leading to fragmented data and an inability to systematically document outcomes for both National and Local Action Plans.","ai_generated":true,"unit":"prio-001430#insight-7","date_modified":"2026-10-23"}],"climate_tags":["gender equality"],"geography_discussed":["sub-Saharan Africa","Borno State","Denmark","Afghanistan"],"frame_perspective":[],"analysis_type":["policy assessment","statistical analysis","regional comparison"]},{"id":"prio-001711","url":"https://climateinsightsdirectory.org/document/prio-001711","title":"GRAVITATING TOWARD THE MIDDLE EAST: HOW SUDAN’S CHANGING REGIONAL CONTEXT FUELS CONFLICT AND HINDERS MEDIATION","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2025-05","source_url":"https://cdn.cloud.prio.org/files/f4d1b87d-ff33-4255-abaf-cfbd17f4d284/Rolandsen and Sastre Bel GRAVITATING TOWARD THE MIDDLE EAST May 2025.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The paper analyzes the civil war between the Sudan Armed Forces (SAF) and the Rapid Support Forces (RSF), arguing that the conflict has become a proxy war for Middle Eastern powers. It details how external military support from countries like the UAE, Egypt, and Iran sustains the fighting and how a proliferation of uncoordinated, ad hoc mediation initiatives—often led by these same regional actors—has marginalized civilian political actors and hindered a comprehensive peace agreement.","ai_generated":true,"unit":"prio-001711#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The civil war in Sudan is characterized as a proxy war where Middle Eastern powers compete for influence, with the UAE supporting the RSF and Egypt, Turkey, and Iran supporting the SAF.","ai_generated":true,"unit":"prio-001711#insight-1","date_modified":"2026-10-23"},{"text":"External military assistance is a critical prerequisite for the ongoing conflict; the UAE provided the RSF with an independent power base, while Iran and Egypt prevented the SAF from being defeated.","ai_generated":true,"unit":"prio-001711#insight-2","date_modified":"2026-10-23"},{"text":"The conflict has resulted in a massive humanitarian crisis, with 11 million internally displaced persons, 3 million refugees, and an estimated death toll of up to 150,000 people nationwide.","ai_generated":true,"unit":"prio-001711#insight-3","date_modified":"2026-10-23"},{"text":"Traditional African-led mediation by the African Union (AU) and the Inter-governmental Authority on Development (IGAD) has been marginalized and hindered by perceived bias and a lack of coordination.","ai_generated":true,"unit":"prio-001711#insight-4","date_modified":"2026-10-23"},{"text":"Mediation has shifted toward ad hoc, transactional initiatives led by Middle Eastern actors, which often prioritize short-term ceasefires over deep political reform or the transition to civilian rule.","ai_generated":true,"unit":"prio-001711#insight-5","date_modified":"2026-10-23"},{"text":"The proliferation of overlapping mediation platforms has enabled 'forum shopping' by Sudanese actors, further weakening the influence of African institutions and civilian democratic forces.","ai_generated":true,"unit":"prio-001711#insight-6","date_modified":"2026-10-23"},{"text":"A recent Turkish initiative aims to address the regional dimension by attempting to convince the UAE to stop supporting the RSF in exchange for Sudan withdrawing complaints against the UAE at the UN Security Council.","ai_generated":true,"unit":"prio-001711#insight-7","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["United Arab Emirates","Egypt","Turkey","Iran","Chad","Libya","Yemen","South Sudan","Ethiopia","Eritrea","Central African Republic","Bahrain","Switzerland","Saudi Arabia","United States"],"frame_perspective":[],"analysis_type":["geopolitical analysis","conflict analysis"]}]}