{"query_echo":{"q":"","filters":{"analysis_type":["qualitative assessment"]},"warnings":[]},"total":{"value":22,"relation":"eq"},"page":2,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=qualitative+assessment&page=2","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-000075","url":"https://climateinsightsdirectory.org/document/wri-000075","title":"Analyzing the Policy Landscape for Supporting the Clean Energy Transition in Small and Medium Enterprises in India","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/analyzing-policy-landscape-supporting-clean-energy-transition-small-medium-enterprises","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper analyzes the policy landscape for clean energy transition in India's MSME sector from 2010-2020, highlighting that while government commitment exists, adoption is hindered by awareness gaps, burdensome application processes, and a shift in SME priorities toward pandemic recovery. It finds that the integration of central and state schemes is more effective than stand-alone state programs.","ai_generated":true,"unit":"wri-000075#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The micro, small, and medium enterprise (MSME) sector is a major economic driver in India, accounting for 45 percent of manufacturing output, 40 percent of total exports, and roughly 25 percent of the industrial sector's total energy consumption.","ai_generated":true,"unit":"wri-000075#insight-1","date_modified":"2026-10-23"},{"text":"While governments are committed to clean energy and sustainable development, the adoption of clean energy solutions by SMEs is slowed by a lack of awareness and the perception that the processes for accessing grants and incentives are burdensome.","ai_generated":true,"unit":"wri-000075#insight-2","date_modified":"2026-10-23"},{"text":"The rate of clean energy adoption among SMEs has decreased as businesses prioritize job creation and expansion during pandemic recovery. This trend is compounded by a reduction in subsidies and incentives caused by COVID-19, economic downturns, market volatility, global political complexities, and rising energy costs.","ai_generated":true,"unit":"wri-000075#insight-3","date_modified":"2026-10-23"},{"text":"The effectiveness of clean energy support is higher when central government schemes are integrated with state initiatives; in contrast, state-specific programs operating in isolation see limited uptake.","ai_generated":true,"unit":"wri-000075#insight-4","date_modified":"2026-10-23"}],"climate_tags":["energy transition","energy efficiency","carbon footprint","climate policy"],"geography_discussed":["Haryana","Rajasthan","Gujarat","Tamil Nadu","Himachal Pradesh"],"frame_perspective":[],"analysis_type":["policy review","quantitative assessment","qualitative assessment"]},{"id":"wri-000816","url":"https://climateinsightsdirectory.org/document/wri-000816","title":"State of the Nationally Determined Contributions: Enhancing Adaptation Ambition","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/nationally-determined-contributions-enhancing-adaptation-ambition","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The paper analyzes the evolution of adaptation components in the NDCs of 86 countries, finding that while updated submissions show increased country ownership, better alignment with national adaptation plans, and more detailed sectoral actions, most prioritized actions remain neither investment nor implementation ready.","ai_generated":true,"unit":"wri-000816#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Updated NDCs from the 2020-2021 cycle demonstrate increased country ownership and political buy-in, characterized by more extensive consultations across government agencies and stakeholder groups, and approval via high-level national political bodies.","ai_generated":true,"unit":"wri-000816#insight-1","date_modified":"2026-10-23"},{"text":"There is improved alignment between updated NDCs and other policy frameworks, specifically with National Adaptation Plan (NAP) processes, as well as other sectoral, subnational, and international processes.","ai_generated":true,"unit":"wri-000816#insight-2","date_modified":"2026-10-23"},{"text":"Updated NDCs utilize more current climate modeling and vulnerability data, leading to a more frequent identification of specific population groups that are more vulnerable to climate impacts.","ai_generated":true,"unit":"wri-000816#insight-3","date_modified":"2026-10-23"},{"text":"While the number of prioritized adaptation actions has increased across all critical systems—with food and nutrition security, water, and nature-based solutions being the most prominent—most of these actions lack the necessary indicators, costs, and time frames to be considered investment or implementation ready.","ai_generated":true,"unit":"wri-000816#insight-4","date_modified":"2026-10-23"},{"text":"Progress has been made in integrating gender equality, local knowledge, and indigenous concerns, although direct consultation with indigenous and local groups during NDC development still needs improvement.","ai_generated":true,"unit":"wri-000816#insight-5","date_modified":"2026-10-23"},{"text":"References to Loss and Damage have not increased in updated NDCs, though there are more mentions of risk management and early warning systems; however, issues such as migration, displacement, and slow-onset events remain under-addressed.","ai_generated":true,"unit":"wri-000816#insight-6","date_modified":"2026-10-23"},{"text":"Transformative adaptation is generally poorly understood and rarely referenced in NDCs, with little increase in mentions of innovation or shifting locations due to climate impacts.","ai_generated":true,"unit":"wri-000816#insight-7","date_modified":"2026-10-23"}],"climate_tags":["Nationally Determined Contributions","climate change adaptation","national adaptation plan","nature-based solutions","gender equality","indigenous rights","loss and damage","early warning system"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["comparative analysis","qualitative assessment"]}]}