{"query_echo":{"q":"","filters":{"analysis_type":["sector study"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'sector study' 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=sector+study","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":"newclim-000091","url":"https://climateinsightsdirectory.org/document/newclim-000091","title":"Non-state action towards climate-friendly and energy-efficient cooling","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"research paper","language":"en","date_published":"2018-04-11","source_url":"https://newclimate.org/resources/publications/non-state-action-towards-climate-friendly-and-energy-efficient-cooling","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The paper argues that while top-down regulatory measures have not yet limited global warming to 2°C, bottom-up non-state action in the refrigeration and air-conditioning (RAC) sector can fill the emissions gap. It identifies supermarkets, cold stores, and hotels as key end-users whose choices regarding energy efficiency and low-GWP refrigerants can significantly reduce carbon footprints. However, the document notes that few non-state initiatives currently target the RAC sector due to regulatory, market, and informational barriers. It suggests that alliances can help overcome these hurdles, though it emphasizes that voluntary action must be accompanied by mandatory government regulation to be effective.","ai_generated":true,"unit":"newclim-000091#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Top-down measures under ozone and climate regimes have failed to limit global warming to 2°C, creating a need for bottom-up non-state action to address the emissions gap in the RAC sector.","ai_generated":true,"unit":"newclim-000091#insight-1","date_modified":"2026-10-23"},{"text":"End-users in the supermarket, cold store, and hotel industries are critical non-state actors because RAC equipment can account for over 50% of a company's total energy consumption, and the use of low-GWP refrigerants and energy-efficient equipment can substantially lower their carbon footprints.","ai_generated":true,"unit":"newclim-000091#insight-2","date_modified":"2026-10-23"},{"text":"There are currently very few non-state initiatives specifically targeting the RAC sector, particularly for cold stores and hotels, although early movers can gain competitive advantages, economic savings, and reputational benefits.","ai_generated":true,"unit":"newclim-000091#insight-3","date_modified":"2026-10-23"},{"text":"Non-state actors face barriers including restrictive policy environments, high upfront costs, limited technology availability, and a lack of awareness regarding alternatives.","ai_generated":true,"unit":"newclim-000091#insight-4","date_modified":"2026-10-23"},{"text":"While alliances and networks can help monitor trends and encourage the adoption of energy-efficient technology, voluntary non-state action is not a substitute for mandatory government regulation.","ai_generated":true,"unit":"newclim-000091#insight-5","date_modified":"2026-10-23"}],"climate_tags":["hydrofluorocarbon","energy efficiency","Paris Agreement","greenhouse gas emissions"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["sector study","policy analysis"]}]}