{"query_echo":{"q":"","filters":{"analysis_type":["statistical correlation"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'statistical correlation' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":5,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=statistical+correlation","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-001867","url":"https://climateinsightsdirectory.org/document/prio-001867","title":"Women Peace and Security Index 2019/20","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"report","language":"en","date_published":"2019","source_url":"https://cdn.cloud.prio.org/files/2a08d808-9eee-4d62-9152-7f44437fe629/WPS Index 2019-20 Report.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Women, Peace and Security (WPS) Index 2019/20 ranks 167 countries based on 11 indicators across three dimensions: inclusion, justice, and security. Norway is the top-ranked country (.904) and Yemen the lowest (.351). While 59 countries showed significant progress since 2017, the report highlights persistent gaps in women's employment and parliamentary representation. It also establishes correlations between women's well-being and broader outcomes, such as reduced maternal and infant mortality and a lower risk of violent conflict.","ai_generated":true,"unit":"prio-001867#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The WPS Index ranks 167 countries, with scores ranging from .904 for Norway (the highest) to .351 for Yemen (the lowest).","ai_generated":true,"unit":"prio-001867#insight-1","date_modified":"2026-10-23"},{"text":"Only Iceland performs well across all three dimensions of the index; most other countries, including those in the top dozen, rank in the middle range for women's paid employment.","ai_generated":true,"unit":"prio-001867#insight-2","date_modified":"2026-10-23"},{"text":"Global trends are generally positive, with 59 countries recording significant progress (at least 5% improvement) since the first edition, while only Yemen experienced major deterioration.","ai_generated":true,"unit":"prio-001867#insight-3","date_modified":"2026-10-23"},{"text":"Women's parliamentary representation remains far below parity globally, with an average of 21.5%. At current trends, it is estimated to take at least 52 years to reach parity.","ai_generated":true,"unit":"prio-001867#insight-4","date_modified":"2026-10-23"},{"text":"The gender gap in paid employment is 30 percentage points globally, with the most severe gaps in South Asia (68 percentage points) and the Middle East and North Africa (nearly 60 percentage points).","ai_generated":true,"unit":"prio-001867#insight-5","date_modified":"2026-10-23"},{"text":"Legal discrimination is most prevalent in the Middle East and North Africa, where all 16 countries in the region score below the global mean. Saudi Arabia is identified as having the most extensive legal discrimination.","ai_generated":true,"unit":"prio-001867#insight-6","date_modified":"2026-10-23"},{"text":"Current intimate partner violence rates are highest in South Sudan (47%) and Timor-Leste (46%), while the lowest rates (below 1%) are found in Singapore and Switzerland.","ai_generated":true,"unit":"prio-001867#insight-7","date_modified":"2026-10-23"},{"text":"There is a strong correlation between women's well-being and health outcomes: a 1 percentage point increase in the WPS Index is associated with a 2% reduction in maternal deaths and a 2.3% reduction in infant deaths.","ai_generated":true,"unit":"prio-001867#insight-8","date_modified":"2026-10-23"},{"text":"Gender inequality is significantly correlated with the risk of violent conflict. Specifically, a 1 percentage point increase in the share of women experiencing current intimate partner violence is associated with a 1.4% increase in organized violence.","ai_generated":true,"unit":"prio-001867#insight-9","date_modified":"2026-10-23"},{"text":"Pilot subnational analyses in China, India, and Nigeria reveal significant internal disparities. In Nigeria, the difference between state-level scores is equivalent to the gap between Mauritius (60th) and Afghanistan (166th).","ai_generated":true,"unit":"prio-001867#insight-10","date_modified":"2026-10-23"},{"text":"Financial inclusion has expanded globally, with notable gains in Turkmenistan, India, Tajikistan, and Senegal, though it remains low (averaging 1 in 10 women) in conflict-affected countries.","ai_generated":true,"unit":"prio-001867#insight-11","date_modified":"2026-10-23"},{"text":"Battle deaths from organized violence declined globally in 2018, largely due to the de-escalation of conflicts in Iraq and Syria, although the total number of conflicts rose to a record 54.","ai_generated":true,"unit":"prio-001867#insight-12","date_modified":"2026-10-23"}],"climate_tags":["gender equality"],"geography_discussed":["Norway","Yemen","Iceland","People's Republic of China","India","Nigeria","Middle East and North Africa","sub-Saharan Africa","Latin America and the Caribbean","South Asia","Central and Eastern Europe and Central Asia","East Asia and the Pacific"],"frame_perspective":[],"analysis_type":["comparative ranking","statistical correlation","subnational analysis"]},{"id":"cdkn-000239","url":"https://climateinsightsdirectory.org/document/cdkn-000239","title":"Reliability of indigenous knowledge in monitoring and mapping groundwater fluctuations in Zimbabwe","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"research paper","language":"en","date_published":"2014-04-10","source_url":"https://cdkn.org/resource/reliability-of-indigenous-knowledge-in-monitoring-and-mapping-groundwater-fluctuations-in-zimbabwe","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study found a high, statistically significant correlation between indigenous knowledge estimates of groundwater levels and actual recorded levels at three sites in Zaka district, Zimbabwe, suggesting that indigenous knowledge can reliably inform groundwater resources development and management when hydrological monitoring is unavailable.","ai_generated":true,"unit":"cdkn-000239#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The study conducted at three sites in ward 28 of Zaka district, Zimbabwe, found that correlations between groundwater levels estimated via indigenous knowledge and actual recorded levels were statistically significant, with correlation coefficients ranging from 0.755 to 0.991.","ai_generated":true,"unit":"cdkn-000239#insight-1","date_modified":"2026-10-23"},{"text":"Because of the high correlation with scientific measurements, the research concludes that indigenous knowledge can be used as a reliable method for estimating groundwater fluctuations in the absence of hydrological monitoring and can support groundwater resources development and management.","ai_generated":true,"unit":"cdkn-000239#insight-2","date_modified":"2026-10-23"}],"climate_tags":["traditional knowledge"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["comparative analysis","statistical correlation"]},{"id":"iai-000364","url":"https://climateinsightsdirectory.org/document/iai-000364","title":"Integrating public health considerations into the energy and environmental assessment of buildings to reduce the risk of urban heat exposure: a case study from Chile","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"policy brief","language":"en","date_published":null,"source_url":"http://iai.int/wp-content/uploads/2026/06/CEH_Brief_SG-10_en.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document highlights the intersection of climate change, urban heat islands, and public health in Chile, specifically within the municipality of Quilpué. It argues that while energy efficiency regulations have progressed since 2006, there is a critical need to incorporate health-focused criteria into building codes and housing policies to address energy poverty and the health impacts of extreme temperatures.","ai_generated":true,"unit":"iai-000364#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In the municipality of Quilpué, there is a documented correlation between elevated temperatures and an increase in hospital visits, with certain areas showing higher heat exposure and associated health risks.","ai_generated":true,"unit":"iai-000364#insight-1","date_modified":"2026-10-23"},{"text":"Despite regulatory progress in Chile since 2006, including the Energy Efficiency Law and 2021 standard updates, building codes still lack the explicit integration of health criteria and show discrepancies with actual living conditions and user perceptions.","ai_generated":true,"unit":"iai-000364#insight-2","date_modified":"2026-10-23"},{"text":"Energy poverty is identified as a critical factor that increases vulnerability to heat waves and exacerbates inequalities in urban heat exposure, particularly in public housing.","ai_generated":true,"unit":"iai-000364#insight-3","date_modified":"2026-10-23"},{"text":"Residents in Quilpué perceive a decline in thermal conditions when compared to more traditional construction methods.","ai_generated":true,"unit":"iai-000364#insight-4","date_modified":"2026-10-23"}],"climate_tags":["urban heat island","energy efficiency","climate change adaptation","energy poverty","green infrastructure","nature-based solutions","building code","public health","early warning system"],"geography_discussed":["Valparaíso Region","Brazil","Ecuador","United States"],"frame_perspective":[],"analysis_type":["case study","policy analysis","statistical correlation"]},{"id":"iai-000365","url":"https://climateinsightsdirectory.org/document/iai-000365","title":"Integración de la respuesta sanitaria en la evaluación energético-ambiental de edificios para reducir el riesgo de exposición al calor urbano: estudio de caso de Chile","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"policy brief","language":"es","date_published":null,"source_url":"http://iai.int/wp-content/uploads/2026/06/CEH_Brief_SG-10_es.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document highlights the need to align building regulations, energy efficiency, and health responses to mitigate urban heat risks in Chile, specifically in Quilpué. It identifies a correlation between high temperatures and increased hospital admissions, noting that energy poverty exacerbates climate vulnerability. The brief advocates for a transdisciplinary approach combining green infrastructure, rigorous thermal standards, and early warning systems to protect public health.","ai_generated":true,"unit":"iai-000365#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In the commune of Quilpué, certain urban areas exhibit higher exposure to heat, which is linked to a potential health risk and a statistical correlation between elevated temperatures and an increase in hospital admissions.","ai_generated":true,"unit":"iai-000365#insight-1","date_modified":"2026-10-23"},{"text":"Residents of Quilpué perceive a decline in thermal conditions when compared to more traditional types of construction.","ai_generated":true,"unit":"iai-000365#insight-2","date_modified":"2026-10-23"},{"text":"While Chile has made progress in energy efficiency regulations since 2006, including the Energy Efficiency Law and updates from 2021, these norms still lack the explicit integration of health criteria.","ai_generated":true,"unit":"iai-000365#insight-3","date_modified":"2026-10-23"},{"text":"Energy poverty is identified as a critical determinant that increases vulnerability to heatwaves and climate risks.","ai_generated":true,"unit":"iai-000365#insight-4","date_modified":"2026-10-23"}],"climate_tags":["urban heat island","energy efficiency","energy poverty","climate change adaptation","green infrastructure","nature-based solutions","early warning system","public health"],"geography_discussed":["Valparaíso Region","Brazil","Ecuador","United States"],"frame_perspective":[],"analysis_type":["case study","policy analysis","statistical correlation"]},{"id":"prio-001446","url":"https://climateinsightsdirectory.org/document/prio-001446","title":"Layout 1","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/7161b331-35c0-4f8e-8652-9004bef32279/Hatay Charalambous - The post-Annan Generation PRIO Cyprus Centre Report 3-2015.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report examines the 'post-Annan generation' of students in Cyprus, comparing the attitudes of 332 Greek Cypriots and 232 Turkish Cypriots. It finds that Turkish Cypriot students are generally more open to reconciliation and a federal solution, crossing checkpoints more frequently for leisure and shopping. In contrast, Greek Cypriot students are more hesitant to cross, often citing personal conviction or emotional reasons, and are more likely to be undecided or opposed to a potential referendum on a solution. The study establishes a statistically significant link between the quantity of inter-group contact and more reconciliatory political stances, particularly for Greek Cypriots. It also notes that political ideology, specifically a left-wing orientation, correlates with pro-solution attitudes on both sides.","ai_generated":true,"unit":"prio-001446#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Turkish Cypriot students demonstrate a significantly higher frequency of crossing checkpoints than Greek Cypriot students, with over 55% visiting the south at least a few times a month.","ai_generated":true,"unit":"prio-001446#insight-1","date_modified":"2026-10-23"},{"text":"Greek Cypriot students are more reluctant to cross the Green Line, with 48.2% reporting they have never crossed and 43.1% reporting they have rarely crossed, often due to personal conviction (52.8%) and emotional reasons (42.9%).","ai_generated":true,"unit":"prio-001446#insight-2","date_modified":"2026-10-23"},{"text":"In a hypothetical referendum, Turkish Cypriot students are more politically committed to a solution, with 34.3% stating they would 'surely vote yes,' while Greek Cypriot students are primarily undecided (42.8%) and only 4.2% would 'surely vote yes.'","ai_generated":true,"unit":"prio-001446#insight-3","date_modified":"2026-10-23"},{"text":"The quantity of inter-group contact is statistically associated with more reconciliatory political stances on both sides, and for Greek Cypriots, this quantity of contact is a primary differentiator between those who would vote 'yes' and those who are 'no' or undecided.","ai_generated":true,"unit":"prio-001446#insight-4","date_modified":"2026-10-23"},{"text":"Political ideology influences attitudes toward the conflict, with those identifying as left-wing being more inclined toward a pro-solution attitude; Turkish Cypriot students show a higher concentration of left-wing and extreme political views compared to the more centrist Greek Cypriot students.","ai_generated":true,"unit":"prio-001446#insight-5","date_modified":"2026-10-23"},{"text":"Mainstream media, social media, and parents are the primary sources of information regarding the Cyprus problem for students on both sides, while the influence of political parties and youth organizations is relatively low, especially among Greek Cypriot youth.","ai_generated":true,"unit":"prio-001446#insight-6","date_modified":"2026-10-23"},{"text":"Trust in institutions is generally low across both communities, though universities are the most trusted institution for students on both sides.","ai_generated":true,"unit":"prio-001446#insight-7","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Nicosia","Famagusta District","Turkey"],"frame_perspective":[],"analysis_type":["comparative analysis","survey research","statistical correlation"]}]}