{"query_echo":{"q":"","filters":{"analysis_type":["mixed-methods approach"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'mixed-methods approach' 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=mixed-methods+approach","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-000626","url":"https://climateinsightsdirectory.org/document/sei-000626","title":"Reinforcing Vulnerability: Urban Adaptation","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2025-12-05","source_url":"https://www.sei.org/publications/reinforcing-vulnerability-urban-adaptation/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The paper evaluates a two-year knowledge co-production process in Malmö focused on urban heat vulnerability, finding that collaborative efforts can reproduce power imbalances and sideline certain perspectives. Applying the lens of epistemic injustice, the authors identify seven unintended consequences, including territorial stigmatization and token participation, and argue that adaptation projects must be treated as political and moral undertakings rather than purely technical exercises.","ai_generated":true,"unit":"sei-000626#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"An evaluation of a two-year knowledge co-production process regarding urban heat vulnerability in Malmö identified seven unintended consequences related to epistemic injustice: reinforcement of territorial stigmatization, prejudicial stereotypes, intra-neighborhood inequalities, token participation, credibility excesses, and power imbalances.","ai_generated":true,"unit":"sei-000626#insight-1","date_modified":"2026-10-23"},{"text":"Collaborative processes in urban climate adaptation, despite being well-intended, can reproduce existing power imbalances and privilege certain forms of knowledge over others, thereby reinforcing vulnerability.","ai_generated":true,"unit":"sei-000626#insight-2","date_modified":"2026-10-23"},{"text":"The authors propose four recommendations for future knowledge co-production: treating it as a political and moral undertaking instead of a technical exercise, reframing vulnerability as structural and relational rather than individual, embracing transparency regarding tensions and trade-offs, and integrating monitoring, evaluation, and learning.","ai_generated":true,"unit":"sei-000626#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change vulnerability"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["case study","mixed-methods approach"]},{"id":"wri-000605","url":"https://climateinsightsdirectory.org/document/wri-000605","title":"The role of faith-based organizations in tackling food loss and waste in Rwanda: A preliminary study","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/role-faith-based-organizations-tackling-food-loss-and-waste-rwanda-preliminary-study","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study finds that while faith-based organizations (FBOs) in Rwanda are deeply integrated into the food system—managing 75% of schools and 30% of health facilities—most lack formal food loss and waste (FLW) reduction programs. Key barriers include limited resources, knowledge, and skills. The paper argues that FBOs can be powerful agents of change for food security and climate resilience if supported through targeted capacity building, funding, and policy integration.","ai_generated":true,"unit":"wri-000605#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Food loss and waste are severe in Rwanda, with nearly 40 percent of the annual food supply being lost or wasted, which impacts food security and climate resilience.","ai_generated":true,"unit":"wri-000605#insight-1","date_modified":"2026-10-23"},{"text":"Faith-based organizations (FBOs) have significant systemic reach in Rwanda, managing 75 percent of the country's schools and 30 percent of its health facilities, yet most do not have formal programs to reduce food loss and waste.","ai_generated":true,"unit":"wri-000605#insight-2","date_modified":"2026-10-23"},{"text":"The primary obstacles preventing FBOs from engaging in food loss and waste reduction are limited skills, knowledge, and awareness; meanwhile, government and private sector actors cite a lack of investment capital, enabling food policy, and best practices.","ai_generated":true,"unit":"wri-000605#insight-3","date_modified":"2026-10-23"}],"climate_tags":["food security","climate resilience","food system","capacity building"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["preliminary study","mixed-methods approach"]}]}