{"query_echo":{"q":"","filters":{"analysis_type":["data estimation"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'data estimation' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":1,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=data+estimation","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":"wri-000077","url":"https://climateinsightsdirectory.org/document/wri-000077","title":"Midwest Manufacturing Snapshot","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://www.wri.org/research/midwest-manufacturing-snapshot","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document presents the first estimates of manufacturing subsector-specific energy use for the 10 member states of the Midwestern Governors Association (MGA). It aims to fill a data gap where public sources only provide general manufacturing data, thereby enabling policymakers to better identify energy efficiency potential and strategies that balance environmental and economic outcomes. The paper combines energy-use data with state-by-state policy summaries to highlight trends in industrial energy efficiency and cost competitiveness.","ai_generated":true,"unit":"wri-000077#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant lack of public data regarding manufacturing subsector fuel use at the state level, which hinders the understanding of industrial energy efficiency potential.","ai_generated":true,"unit":"wri-000077#insight-1","date_modified":"2026-10-23"},{"text":"The paper provides the first estimates of energy use broken down by manufacturing subsector for the 10 states belonging to the Midwestern Governors Association (MGA).","ai_generated":true,"unit":"wri-000077#insight-2","date_modified":"2026-10-23"},{"text":"Energy efficiency investments are identified as a viable way for policymakers to achieve economic growth and employment, particularly as federal Recovery Act funding for state energy efficiency programs is exhausted.","ai_generated":true,"unit":"wri-000077#insight-3","date_modified":"2026-10-23"}],"climate_tags":["industrial manufacturing","economic development"],"geography_discussed":["United States","Illinois","Indiana","Iowa","Kansas","Michigan","Minnesota","Missouri","Ohio","South Dakota","Wisconsin"],"frame_perspective":[],"analysis_type":["data estimation","policy summary"]}]}