{"query_echo":{"q":"","filters":{"analysis_type":["socioeconomic impact analysis"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'socioeconomic impact analysis' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":2,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=socioeconomic+impact+analysis","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":"iisd-001489","url":"https://climateinsightsdirectory.org/document/iisd-001489","title":"A Thriving Future","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2023-09","source_url":"https://www.iisd.org/system/files/2023-10/harnessing-emissions-reduction-plan-canada.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report analyzes 67 of the 129 measures in Canada's Emissions Reduction Plan (ERP), finding that while 44% may reduce poverty, 19% could increase inequality. It highlights that CAD 10 billion in funding is tied to measures that may exacerbate inequality without social safeguards. The analysis suggests that sector-specific risks—such as 'renovictions' from building retrofits or the regressive nature of ZEV subsidies—require complementary policies like public transit expansion and national energy poverty strategies to ensure an equitable transition.","ai_generated":true,"unit":"iisd-001489#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Analysis of 67 sampled ERP measures indicates a disconnect between emissions reductions and social equity: 44% of measures may reduce poverty, but only 9% may reduce inequality, while 19% have the potential to increase inequality.","ai_generated":true,"unit":"iisd-001489#insight-1","date_modified":"2026-10-23"},{"text":"Significant public funding is allocated to measures that could worsen social disparities; specifically, CAD 10 billion is tied to measures that may increase inequality if implemented without social safeguards.","ai_generated":true,"unit":"iisd-001489#insight-2","date_modified":"2026-10-23"},{"text":"In the transportation sector, Zero Emission Vehicle (ZEV) mandates and incentives may increase poverty and inequality because subsidies primarily benefit higher-income individuals and may allow auto firms to raise prices.","ai_generated":true,"unit":"iisd-001489#insight-3","date_modified":"2026-10-23"},{"text":"Building retrofit programs, such as the Canada Greener Homes Grant, may reduce poverty through job creation but risk increasing long-term inequality by excluding renters and potentially driving 'renovictions' and higher housing prices.","ai_generated":true,"unit":"iisd-001489#insight-4","date_modified":"2026-10-23"},{"text":"Decarbonizing the oil and gas sector, including through emissions caps, has a high potential to decrease poverty by creating stable jobs and reducing health burdens on vulnerable and Indigenous communities.","ai_generated":true,"unit":"iisd-001489#insight-5","date_modified":"2026-10-23"},{"text":"Electricity sector measures show divergent impacts: renewable energy production may increase inequality if costs are passed to consumers, whereas transmission and off-grid electrification tend to reduce poverty, especially in remote communities.","ai_generated":true,"unit":"iisd-001489#insight-6","date_modified":"2026-10-23"},{"text":"Canada's carbon pricing federal backstop generally avoids negative poverty impacts because revenues are redistributed to households via Climate Action Incentive payments, though Indigenous Peoples still face disproportionate administrative burdens.","ai_generated":true,"unit":"iisd-001489#insight-7","date_modified":"2026-10-23"},{"text":"Cross-sectoral funding mechanisms, accounting for CAD 89 billion of the sampled funding, lack transparent equity-related conditions and require safeguards such as conditional support based on worker protections.","ai_generated":true,"unit":"iisd-001489#insight-8","date_modified":"2026-10-23"}],"climate_tags":["carbon price","zero-emissions vehicle","public transport","Building retrofit","renewable energy","electric power transmission","nature-based solutions","just transition","energy poverty","climate finance","Environmental and Social Safeguards"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy assessment","socioeconomic impact analysis"]},{"id":"wri-001308","url":"https://climateinsightsdirectory.org/document/wri-001308","title":"Reefs at Risk Revisited: Atlantic","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"fact sheet","language":"en","date_published":"2011-02","source_url":"https://wriorg.s3.amazonaws.com/s3fs-public/factsheet_reefs_atlantic.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Atlantic region contains approximately 10% of the world's coral reefs, with over 75% currently affected by local threats and more than 30% at high or very high risk. While 631 Marine Protected Areas (MPAs) cover about 30% of these reefs, only 6% of the assessed area is classified as fully effective. Projections indicate that climate-related threats could push the proportion of reefs at risk to 100% by 2050.","ai_generated":true,"unit":"wri-001308#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Atlantic region contains about 26,000 sq km of coral reefs, representing 10 percent of the global total. These reefs are primarily located in the western Atlantic, specifically the Caribbean Sea and the Bahamas Banks, with Bermuda serving as the most northerly coral reefs in the world.","ai_generated":true,"unit":"wri-001308#insight-1","date_modified":"2026-10-23"},{"text":"Local threats affect more than 75 percent of reefs in the region, with over 30 percent categorized as high or very high risk. Overfishing is identified as the most pervasive threat, impacting nearly 70 percent of reefs.","ai_generated":true,"unit":"wri-001308#insight-2","date_modified":"2026-10-23"},{"text":"Climate-related threats are expected to increase the proportion of reefs at risk to 90 percent by 2030 and up to 100 percent by 2050, with approximately 85 percent reaching high, very high, or critical risk levels.","ai_generated":true,"unit":"wri-001308#insight-3","date_modified":"2026-10-23"},{"text":"There are 631 Marine Protected Areas (MPAs) covering roughly 30 percent of the region's reefs. However, an assessment of about half of these MPAs found that 40 percent of the reef area was ineffective, and only 6 percent (460 sq km) was fully effective.","ai_generated":true,"unit":"wri-001308#insight-4","date_modified":"2026-10-23"},{"text":"Approximately 43 million people live on the coast within 30 km of a reef in the Atlantic region. Reefs provide critical services including food, coastline protection against tropical storms, and support for tourism in areas such as Belize, the Bahamas, and the Cayman Islands.","ai_generated":true,"unit":"wri-001308#insight-5","date_modified":"2026-10-23"}],"climate_tags":["coral reef restoration","coastal management","coral bleaching","climate change","coastal erosion"],"geography_discussed":["Caribbean Sea","The Bahamas","Cuba","Belize","Turks and Caicos Islands","Bermuda","Cayman Islands","Bonaire"],"frame_perspective":[],"analysis_type":["threat assessment","socioeconomic impact analysis","conservation effectiveness evaluation"]}]}