{"query_echo":{"q":"","filters":{"analysis_type":["knowledge, attitudes and practices (KAP) survey"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'knowledge, attitudes and practices (KAP) survey' 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=knowledge%2C+attitudes+and+practices+%28KAP%29+survey","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":"cdkn-000837","url":"https://climateinsightsdirectory.org/document/cdkn-000837","title":"Survey on Knowledge, Attitudes and Practices Study on the Effects of Climate Change in the Upper Yallahs Watershed","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2013-07","source_url":"http://cdkn.org/wp-content/uploads/2014/04/UWI-CARIBSAVE-JCDT-Upper-Yallahs-Watershed-KAP-Survey-Report_publish.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The survey found high levels of climate change awareness in the Grasspiece, Brook Lodge, and Poorman’s Corner communities, with respondents identifying flooding and drought as primary evidence. While most believe they can manage these effects, primarily through evacuation, there is a strong consensus that planting trees and adopting agro-forestry can reduce flooding risks.","ai_generated":true,"unit":"cdkn-000837#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Awareness of climate change is high across the three surveyed communities, with rates of 75% in Grasspiece, 80% in Poorman’s Corner, and 85% in Brook Lodge.","ai_generated":true,"unit":"cdkn-000837#insight-1","date_modified":"2026-10-23"},{"text":"Respondents identify different primary evidence of climate change depending on their location: flooding is the most cited evidence in Grasspiece (60%) and Brook Lodge (47%), whereas drought (31%) and temperature increases (37%) are more prominent in Poorman’s Corner.","ai_generated":true,"unit":"cdkn-000837#insight-2","date_modified":"2026-10-23"},{"text":"Flooding is recognized as a definite occurrence in all communities, with 100% agreement in Grasspiece, 95% in Brook Lodge, and 85% in Poorman’s Corner.","ai_generated":true,"unit":"cdkn-000837#insight-3","date_modified":"2026-10-23"},{"text":"The most significant impact of flooding across all communities is the damage to homes and roads, reported by 70% of respondents in Grasspiece, 85% in Poorman’s Corner, and 95% in Brook Lodge.","ai_generated":true,"unit":"cdkn-000837#insight-4","date_modified":"2026-10-23"},{"text":"Perceived causes of flooding vary by community: the river is seen as the main contributor in Grasspiece and Brook Lodge (65% each), while rainfall is the primary cause in Poorman’s Corner (45%).","ai_generated":true,"unit":"cdkn-000837#insight-5","date_modified":"2026-10-23"},{"text":"A majority of respondents believe they can manage the effects of climate change, specifically flooding, with confidence levels of 65% in Poorman’s Corner, 60% in Grasspiece, and 50% in Brook Lodge.","ai_generated":true,"unit":"cdkn-000837#insight-6","date_modified":"2026-10-23"},{"text":"Evacuation is the primary planned response to flooding, supported by 80% of respondents in Brook Lodge, 77% in Poorman’s Corner, and 67% in Grasspiece.","ai_generated":true,"unit":"cdkn-000837#insight-7","date_modified":"2026-10-23"},{"text":"Planting trees is widely viewed as a solution to reduce flooding; it is the most popular single suggestion in Grasspiece (70%), while a combination of planting trees, agro-forestry, and avoiding slash-and-burn is preferred in Brook Lodge (65%) and Poorman’s Corner (45%).","ai_generated":true,"unit":"cdkn-000837#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change","drought","agroforestry","reforestation","solar energy","wind energy","hurricane","soil erosion"],"geography_discussed":["Grasspiece","Brook Lodge","Poorman’s Corner","Blue Mountains","Negril"],"frame_perspective":[],"analysis_type":["knowledge, attitudes and practices (KAP) survey"]}]}