{"query_echo":{"q":"","filters":{"analysis_type":["research needs assessment"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'research needs assessment' 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=research+needs+assessment","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":"sei-001573","url":"https://climateinsightsdirectory.org/document/sei-001573","title":"SDG 12: Responsible Consumption and Production","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2018-11","source_url":"https://www.sei.org/wp-content/uploads/2018/11/sdg-12-responsible-consumption-and-production-review-of-research-needs.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies critical research gaps in sustainable consumption and production (SCP), focusing on three themes: cross-cutting systemic issues, natural resource management, and food waste and loss. It argues that political efforts must shift from increasing efficiency to decreasing overall consumption and calls for a more integrated, whole-supply-chain approach to research and policy.","ai_generated":true,"unit":"sei-001573#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The qualitative nature of SDG 12 creates significant challenges for countries attempting to measure their progress, and there is a critical need for more coordinated and unambiguous evidence from social science to inform policy-making.","ai_generated":true,"unit":"sei-001573#insight-1","date_modified":"2026-10-23"},{"text":"Global material footprints continue to rise despite regional successes in reducing domestic material consumption; consequently, political focus needs to transition from improving efficiency to reducing aggregate consumption.","ai_generated":true,"unit":"sei-001573#insight-2","date_modified":"2026-10-23"},{"text":"There are significant research gaps regarding the systemic drivers of consumption, including how economic and finance systems constrain sustainable business practices and the potential rebound effects of sustainability-oriented economic changes.","ai_generated":true,"unit":"sei-001573#insight-3","date_modified":"2026-10-23"},{"text":"Effective transition to sustainable consumption requires research into consumer behaviour, the role of social and cultural norms, and the identification of policy instruments that can effectively manage demand for high-impact goods like air transport.","ai_generated":true,"unit":"sei-001573#insight-4","date_modified":"2026-10-23"},{"text":"Sustainable natural resource management is hindered by the differing interests of net raw material importing and exporting countries, where importers seek low prices and efficiency while exporters benefit from higher volumes and prices.","ai_generated":true,"unit":"sei-001573#insight-5","date_modified":"2026-10-23"},{"text":"Food loss and waste patterns differ by economic context: wealthier countries experience more waste at the consumption stage, while developing countries suffer more from losses during production, handling, and storage.","ai_generated":true,"unit":"sei-001573#insight-6","date_modified":"2026-10-23"},{"text":"Agricultural research investment is heavily skewed toward increasing crop production, with only 5% of investment directed toward reducing post-harvest losses in developing countries, despite the cost-effectiveness of the latter.","ai_generated":true,"unit":"sei-001573#insight-7","date_modified":"2026-10-23"}],"climate_tags":["natural resource management","food waste","circular economy","resource efficiency","Global supply chain governance","climate change mitigation"],"geography_discussed":["Chile","Rwanda"],"frame_perspective":[],"analysis_type":["research needs assessment","policy review"]},{"id":"sei-002465","url":"https://climateinsightsdirectory.org/document/sei-002465","title":"SDG 17: Partnerships for the Goals","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2018-11","source_url":"https://www.sei.org/wp-content/uploads/2020/01/sdg-17-review-of-research-needs-171219.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report outlines critical knowledge gaps across four themes essential for achieving SDG 17 and the broader 2030 Agenda. It emphasizes the need for research on the relationship between quality of government and sustainability outcomes, the development of tools for policy coherence, the removal of barriers to technology transfer in least developed countries, and the creation of empirical metrics to evaluate the effectiveness of multi-stakeholder partnerships.","ai_generated":true,"unit":"sei-002465#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Research is needed to explore the relationship between the quality of government and the diverse social, environmental, and economic outcomes of the SDGs, including potential trade-offs where gains in government quality might conflict with environmentally oriented targets.","ai_generated":true,"unit":"sei-002465#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant need for research into domestic resource mobilisation in developing countries, specifically regarding policies that improve revenue generation, the political economy conditions for increasing tax revenues, and the impact of the international policy context on national revenue capacity.","ai_generated":true,"unit":"sei-002465#insight-2","date_modified":"2026-10-23"},{"text":"The report identifies a lack of empirical research and analytical tools for 'policy coherence for sustainable development' (PCSD), calling for comparative studies on coherence strategies and a better understanding of causality between different SDG targets.","ai_generated":true,"unit":"sei-002465#insight-3","date_modified":"2026-10-23"},{"text":"Effective technology transfer to least developed countries (LDCs) is hindered by gaps in technological, financial, and institutional capacity; research is needed to match technological complexity with local absorptive capacity.","ai_generated":true,"unit":"sei-002465#insight-4","date_modified":"2026-10-23"},{"text":"The impact of intellectual property rights (IPR) on technology transfer is contentious and varies by sector; the report suggests a need for sector-specific analysis of IPR impacts on SDG achievement, particularly for adaptation-oriented technologies.","ai_generated":true,"unit":"sei-002465#insight-5","date_modified":"2026-10-23"},{"text":"There is a critical lack of a knowledge base for evaluating the ex post effectiveness of multi-stakeholder partnerships (MSPs), with a need for theoretical work to define appropriate success metrics beyond simple quantifiable outputs.","ai_generated":true,"unit":"sei-002465#insight-6","date_modified":"2026-10-23"},{"text":"The report suggests that the high operational capacity required by existing MSP design principles may be unrealistic, necessitating research into whether certain governance gaps can only be addressed by traditional authorities rather than partnerships.","ai_generated":true,"unit":"sei-002465#insight-7","date_modified":"2026-10-23"}],"climate_tags":["Sustainable Development Goals","technology transfer","climate finance","Blended Finance","governance"],"geography_discussed":["Sweden","Stockholm"],"frame_perspective":[],"analysis_type":["literature review","research needs assessment"]}]}