{"query_echo":{"q":"","filters":{"analysis_type":["case study supplement"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'case study supplement' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":1,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=case+study+supplement","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-001960","url":"https://climateinsightsdirectory.org/document/iisd-001960","title":"VOICES FROM THE FIELD Ghana","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2024-11","source_url":"https://www.iisd.org/system/files/2024-11/responsible-agricultural-investment-ghana-voices.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report provides qualitative insights from farmers, company executives, and other stakeholders in Ghana's cocoa sector. It highlights the financial pressures on licensed buying companies (LBCs), the impact of climate change on cocoa yields, the role of sustainability certifications like Rainforest Alliance, and the implementation of digital tools for traceability and theft prevention. It also addresses social issues, including the eradication of child labour and the need for targeted policies to increase female employment in the industry.","ai_generated":true,"unit":"iisd-001960#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change is negatively impacting cocoa production in Ghana, characterized by unpredictable rainfall and longer dry periods. This has led to a decline in yields, slower tree maturation (taking up to 7 years instead of 4), and higher seedling mortality rates.","ai_generated":true,"unit":"iisd-001960#insight-1","date_modified":"2026-10-23"},{"text":"Licensed Buying Companies (LBCs) face significant financial constraints due to high interest rates and limited funding from the Ghana Cocoa Board (COCOBOD). LBCs often rely on commercial bank loans with high interest rates or cocoa traders who may take up to 70% of the purchase margin.","ai_generated":true,"unit":"iisd-001960#insight-2","date_modified":"2026-10-23"},{"text":"To combat the theft of cocoa beans and improve traceability, a digital cocoa management system is being implemented. This system uses unique farmer IDs and georeferencing, though its effectiveness is hindered by inadequate network coverage in some areas.","ai_generated":true,"unit":"iisd-001960#insight-3","date_modified":"2026-10-23"},{"text":"Sustainability certifications, such as Rainforest Alliance and Cocoa Life, provide financial incentives through premiums and improve farmer incomes. The Beyond Beans Foundation supports these efforts by providing training in Good Agricultural Practice (GAP) and using digital tools to reduce implementation costs by approximately 27%.","ai_generated":true,"unit":"iisd-001960#insight-4","date_modified":"2026-10-23"},{"text":"While child labour is illegal and efforts to eradicate it are supported by community leaders and government agents, the practice persists as a last resort during time-critical harvest periods when adult labour is scarce.","ai_generated":true,"unit":"iisd-001960#insight-5","date_modified":"2026-10-23"},{"text":"Women in the cocoa industry face barriers in a male-dominated sector, leading to calls for specific employment targets and policies to boost female participation. The company supports women's farmer groups, such as Cocoma, to build organizational capacity and access to credit.","ai_generated":true,"unit":"iisd-001960#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change","sustainable agriculture","gender equality","climate finance"],"geography_discussed":["Western Region","Kumasi","Bibiani","Konongo","Berekum"],"frame_perspective":[],"analysis_type":["stakeholder interviews","case study supplement"]}]}