{"query_echo":{"q":"","filters":{"analysis_type":["stakeholder survey"]},"warnings":[]},"total":{"value":22,"relation":"eq"},"page":2,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=stakeholder+survey&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":"iisd-002048","url":"https://climateinsightsdirectory.org/document/iisd-002048","title":"Sustainable Coffee Trade","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"research paper","language":"en","date_published":"2004-05","source_url":"https://www.iisd.org/system/files/publications/sci_coffee_contracts.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the sustainability challenges of the coffee sector, such as declining prices and environmental degradation, and evaluates how different contracting systems can address these issues. It compares conventional contracts with alternative models like Fairtrade (FLO), Starbucks' Preferred Supplier Program, and Utz Kapeh, concluding that while contracts cannot solve macro-economic crises, they can improve producer stability through long-term agreements, price differentials, and preferred supplier status.","ai_generated":true,"unit":"iisd-002048#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The coffee sector faces severe economic sustainability challenges, with producer prices dropping 70 per cent since the 1980s, from US$1.20 per lb. to approximately US$0.50 per lb. in 2002.","ai_generated":true,"unit":"iisd-002048#insight-1","date_modified":"2026-10-23"},{"text":"Environmental sustainability is threatened by a shift from traditional shade-grown coffee to 'sun' or 'mono-culture shade' systems, which has reduced carbon stocks by 30 to 50 per cent in Latin American plantations.","ai_generated":true,"unit":"iisd-002048#insight-2","date_modified":"2026-10-23"},{"text":"Conventional coffee contracts primarily focus on product quality and marketing functions, generally disregarding the production and processing methods essential for sustainable development.","ai_generated":true,"unit":"iisd-002048#insight-3","date_modified":"2026-10-23"},{"text":"The Fairtrade (FLO) system provides the most direct economic benefits to producers through a mandatory floor price and a US$0.05 per lb. premium when market prices exceed that floor.","ai_generated":true,"unit":"iisd-002048#insight-4","date_modified":"2026-10-23"},{"text":"Starbucks' Preferred Supplier Program uses a point-based system to offer price incentives up to US$0.10/lb. for sustainable practices, finding that 'preferred supplier status' is a stronger driver for producer adoption than the premiums themselves.","ai_generated":true,"unit":"iisd-002048#insight-5","date_modified":"2026-10-23"},{"text":"The Utz Kapeh model is more flexible and market-based, recommending rather than requiring sustainability differentials, which makes it more vulnerable to the under-pricing of sustainable practices.","ai_generated":true,"unit":"iisd-002048#insight-6","date_modified":"2026-10-23"},{"text":"A primary obstacle to integrating sustainability into mainstream contracts is the gap between consumer 'willingness to pay' in surveys and actual market behavior, as consumers often opt for the least expensive product.","ai_generated":true,"unit":"iisd-002048#insight-7","date_modified":"2026-10-23"},{"text":"The authors identify several promising contractual tools to improve producer stability: long-term agreements (at least one harvest cycle), 'price to be fixed' (sellers call) contracts, and preferential supplier status.","ai_generated":true,"unit":"iisd-002048#insight-8","date_modified":"2026-10-23"},{"text":"While contracts can improve individual relationships, they cannot resolve macro-economic issues such as the global coffee oversupply crisis.","ai_generated":true,"unit":"iisd-002048#insight-9","date_modified":"2026-10-23"}],"climate_tags":["sustainable agriculture","carbon sequestration","biodiversity","deforestation","climate finance","agroforestry"],"geography_discussed":["Brazil","Vietnam","Colombia","Burundi","Ivory Coast","Mexico"],"frame_perspective":[],"analysis_type":["policy analysis","comparative study","stakeholder survey"]},{"id":"cdkn-000386","url":"https://climateinsightsdirectory.org/document/cdkn-000386","title":"Flood risk and Urban development in Belize City, Belize","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":null,"source_url":"http://cdkn.org/wp-content/uploads/2013/01/CARIWIG-Belize-City-Case-Study-Final-Report-April-2015.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document assesses future climate projections for Belize City using a Weather Generator tool, finding that while June, July, and August may see decreased rainfall and increased temperatures, October and November are projected to experience higher intensity and more variable rainfall. These changes, combined with the city's flat elevation and poor drainage infrastructure, increase the risk of severe flooding and associated health hazards. The study emphasizes the need for updated building codes, better land-use planning, and integrated climate change considerations in infrastructure design to mitigate these risks.","ai_generated":true,"unit":"cdkn-000386#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate projections for the 2050s indicate a substantial increase in temperature and a decrease in rainfall during June, July, and August, with maximum temperatures expected to rise by approximately 2°C.","ai_generated":true,"unit":"cdkn-000386#insight-1","date_modified":"2026-10-23"},{"text":"Rainfall intensity and variability are projected to increase in the final months of the year, particularly October and November, which may be compounded by hurricanes and tropical storms.","ai_generated":true,"unit":"cdkn-000386#insight-2","date_modified":"2026-10-23"},{"text":"Belize City is highly susceptible to flooding due to its flat elevation (essentially at sea level) and a history of unplanned urban growth and inadequate drainage planning.","ai_generated":true,"unit":"cdkn-000386#insight-3","date_modified":"2026-10-23"},{"text":"Increased rainfall intensity is expected to heighten the risk of severe flooding, which may threaten poorly constructed buildings and roads and increase health risks in impoverished areas due to poor solid waste management.","ai_generated":true,"unit":"cdkn-000386#insight-4","date_modified":"2026-10-23"},{"text":"Decreased rainfall in June, July, and August could paradoxically increase flood risk because drainage channels may become blocked with garbage and debris, reducing the natural flushing effect of rain.","ai_generated":true,"unit":"cdkn-000386#insight-5","date_modified":"2026-10-23"},{"text":"Stakeholders indicate that the Belize City Master Plan (BZCMP) often results in short-term 'quick-fixes' rather than sustainable management, such as dredging the Belize River mouth, which may cause 'spill over' effects during strong storms.","ai_generated":true,"unit":"cdkn-000386#insight-6","date_modified":"2026-10-23"}],"climate_tags":["flood risk","urban development","extreme rainfall","climate change","land-use planning","building code","hurricane","tropical cyclone","sea level rise","storm surge"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["case study","climate projection analysis","stakeholder survey"]}]}