{"query_echo":{"q":"","filters":{"analysis_type":["survey-based research"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'survey-based research' 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=survey-based+research","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-003596","url":"https://climateinsightsdirectory.org/document/iisd-003596","title":"Targeting Agricultural Electricity Subsidies in Haryana","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2022-04","source_url":"https://www.iisd.org/system/files/2022-04/targeting-agricultural-electricity-subsidies-haryana.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that agricultural electricity subsidies in Haryana are regressive, with the wealthiest farmers receiving a disproportionate share of benefits. It suggests transitioning to solar-powered irrigation via the PM-KUSUM scheme, introducing slab-based tariffs, and improving the identification of poor farmers through inter-agency coordination.","ai_generated":true,"unit":"iisd-003596#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Agricultural electricity subsidies in Haryana are regressively distributed, with the wealthiest two quintiles of farmers receiving 50% of the subsidies, while the poorest two quintiles receive 30%.","ai_generated":true,"unit":"iisd-003596#insight-1","date_modified":"2026-10-23"},{"text":"When analyzed by landholding size, marginal farmers receive the lowest monthly subsidy (INR 647), while semi-medium farmers receive the highest (INR 950), potentially due to semi-medium farmers selling groundwater to smaller farmers.","ai_generated":true,"unit":"iisd-003596#insight-2","date_modified":"2026-10-23"},{"text":"The adoption of solar pumps in Haryana is low, with only 4% of surveyed pump owners using solar technology, while 62% use electric pumps and 34% use diesel pumps.","ai_generated":true,"unit":"iisd-003596#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant lack of awareness regarding the PM-KUSUM scheme, with only approximately 17% of surveyed landowners having heard of it, despite 73% expressing a likelihood to participate after receiving an explanation.","ai_generated":true,"unit":"iisd-003596#insight-4","date_modified":"2026-10-23"},{"text":"The report recommends introducing slab-based tariffs to replace flat-rate tariffs, requiring high-power users to pay higher rates to reduce the financial burden on DISCOMs and curb excessive groundwater extraction.","ai_generated":true,"unit":"iisd-003596#insight-5","date_modified":"2026-10-23"},{"text":"To accurately identify low-income farmers for targeting, the report suggests that DISCOMs coordinate with state agencies that maintain registries for welfare schemes, such as NREGA or subsidized grain programs.","ai_generated":true,"unit":"iisd-003596#insight-6","date_modified":"2026-10-23"}],"climate_tags":["energy transition","energy price","climate change mitigation"],"geography_discussed":["India","Punjab"],"frame_perspective":[],"analysis_type":["policy assessment","socio-economic analysis","survey-based research"]},{"id":"newclim-000059","url":"https://climateinsightsdirectory.org/document/newclim-000059","title":"Ambition in the making: Analysing the preparation and implementation process","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"research paper","language":"en","date_published":"2020-01-10","source_url":"http://www.newclimate.org/resources/publications/ambition-in-the-making-analysing-the-preparation-and-implementation-process","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The article analyzes the first round of Nationally Determined Contributions (NDCs) through surveys of government representatives and stakeholders, primarily in developing and emerging economies. It finds that while the NDC preparation process improved political awareness, institutional coordination, and national climate policy processes, significant gaps remain in analytical capacity, financial resources, and technical expertise. The authors argue that addressing these resource gaps and improving stakeholder involvement is essential for setting realistic yet ambitious targets in future NDC cycles.","ai_generated":true,"unit":"newclim-000059#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The process of preparing NDCs has had a positive effect on national climate policy by increasing political awareness and preparedness across various government agencies and ministries, while also driving institutional innovation and better coordination between different policy sectors.","ai_generated":true,"unit":"newclim-000059#insight-1","date_modified":"2026-10-23"},{"text":"Developing nations and emerging economies face specific obstacles in the NDC process, including a lack of political support and deficiencies in human, technical, financial resources, and analytical capabilities.","ai_generated":true,"unit":"newclim-000059#insight-2","date_modified":"2026-10-23"},{"text":"To achieve the goals of the Paris Agreement and ensure future NDCs are based on robust data, there is a need for increased analytical, financial, and technical resources, as well as a better understanding of broader impacts and targeted stakeholder involvement.","ai_generated":true,"unit":"newclim-000059#insight-3","date_modified":"2026-10-23"}],"climate_tags":["Nationally Determined Contributions","Paris Agreement","climate policy","climate finance"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["process analysis","survey-based research"]}]}