{"query_echo":{"q":"","filters":{"analysis_type":["perception study"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'perception study' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":4,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=perception+study","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":"iai-000036","url":"https://climateinsightsdirectory.org/document/iai-000036","title":"Atitudes e percepções de gestores ambientais da zona costeira de SP frente às mudanças climáticas","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"research paper","language":"pt","date_published":"2025-01-11","source_url":"https://iai.int/es/pub_acad/atitudes-e-percepcoes-de-gestores-ambientais-da-zona-costeira-de-sp-frente-as-mudancas-climaticas/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The research identifies a gap between the increasing concern of environmental managers in São Paulo's coastal zone regarding climate change impacts and the actual implementation of public policies for mitigation and adaptation.","ai_generated":true,"unit":"iai-000036#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Environmental managers in the coastal zone of São Paulo state show increasing levels of concern regarding the impacts of climate change.","ai_generated":true,"unit":"iai-000036#insight-1","date_modified":"2026-10-23"},{"text":"Despite the concern, there is a lack of effective public policy development aimed at mitigating or adapting to expected climate impacts in the region.","ai_generated":true,"unit":"iai-000036#insight-2","date_modified":"2026-10-23"},{"text":"The coastal zone of São Paulo is highly susceptible to climate change effects due to high population density, national economic activities, and the presence of environmental reserves and legal protection areas.","ai_generated":true,"unit":"iai-000036#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change","public policy","coastal management"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["perception study","survey"]},{"id":"catf-001142","url":"https://climateinsightsdirectory.org/document/catf-001142","title":"Perspectives from Environmental Justice Communities: A National Survey","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"report","language":"en","date_published":"2023-07","source_url":"https://cdn.catf.us/wp-content/uploads/2023/07/11093912/perspectives-environmental-justice-communities-national-survey.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The survey reveals high levels of concern regarding air and water quality, particularly among Hispanic and Black communities. While there is strong support for the clean energy transition and interest in related careers, significant barriers exist, including lack of education, financial insecurity, and low awareness of job opportunities. Trust in government is low, while trust in scientists and family is high.","ai_generated":true,"unit":"catf-001142#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A significant portion of respondents are concerned about environmental pollution, with 62.7% agreeing they are concerned about health effects and 46.6% stating that pollutants have already affected their or their neighbors' health.","ai_generated":true,"unit":"catf-001142#insight-1","date_modified":"2026-10-23"},{"text":"Perceptions of environmental and health impacts are notably higher among Hispanic or Latino and Black or African American communities compared to the overall average.","ai_generated":true,"unit":"catf-001142#insight-2","date_modified":"2026-10-23"},{"text":"Awareness of clean energy technologies varies by maturity; while solar (72%), wind (61.4%), and electric vehicles (57.5%) are well-known, nascent technologies like carbon capture (12.9%) and green hydrogen (11.5%) have very low awareness.","ai_generated":true,"unit":"catf-001142#insight-3","date_modified":"2026-10-23"},{"text":"Respondents generally view the clean energy transition positively, with 66.6% believing it could provide well-paying jobs and 65.4% approving of new clean energy infrastructure in their communities.","ai_generated":true,"unit":"catf-001142#insight-4","date_modified":"2026-10-23"},{"text":"Despite positive perceptions, 35.4% of respondents fear that the transition to clean energy will lead to job losses in their communities, a concern that is 10 percentage points higher among Hispanic or Latino respondents than the average.","ai_generated":true,"unit":"catf-001142#insight-5","date_modified":"2026-10-23"},{"text":"There is a gap between interest in clean energy careers and actual pursuit; 66% express interest, but 62.7% have never considered working in the industry and 17.3% have considered it without searching for jobs.","ai_generated":true,"unit":"catf-001142#insight-6","date_modified":"2026-10-23"},{"text":"The primary barriers to entering the clean energy workforce are a lack of education or training (61.7%) and a lack of knowledge on where to find job listings (56.3%).","ai_generated":true,"unit":"catf-001142#insight-7","date_modified":"2026-10-23"},{"text":"Civic engagement is perceived as important, but actual participation is low; about half of respondents have never participated in civic activities beyond expressing opinions on the internet.","ai_generated":true,"unit":"catf-001142#insight-8","date_modified":"2026-10-23"},{"text":"Trust in information sources is highest for scientists, family/friends, and environmental organizations, while the government and local politicians are the least trusted sources, with under 40% expressing trust.","ai_generated":true,"unit":"catf-001142#insight-9","date_modified":"2026-10-23"},{"text":"Electricity costs are viewed as too high by 76.4% of respondents, yet only 13% are aware of programs or rebates to reduce these costs.","ai_generated":true,"unit":"catf-001142#insight-10","date_modified":"2026-10-23"},{"text":"Major obstacles to general career advancement include insufficient financial resources (63.7%), lack of relevant experience (59.9%), and lack of required academic degrees or certifications (57.9%).","ai_generated":true,"unit":"catf-001142#insight-11","date_modified":"2026-10-23"}],"climate_tags":["environmental justice","climate justice","energy transition","renewable energy","solar energy","wind power","electric vehicle","energy efficiency","hydropower","energy storage","Grid modernization","smart grid","microgrid","carbon capture and storage","green hydrogen","air quality","water quality","workforce development","green job","energy access"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["national survey","demographic analysis","perception study"]},{"id":"sei-002336","url":"https://climateinsightsdirectory.org/document/sei-002336","title":"Increasing the use of research in Swedish development policy and practice","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2021-11","source_url":"https://www.sei.org/wp-content/uploads/2021/11/increasing-the-use-of-research-in-policy.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while Swedish development practitioners value research, they struggle to find and implement it due to time constraints and a communication mismatch with researchers. It recommends bridging this gap through co-creation, better communication formats, and institutionalized networks.","ai_generated":true,"unit":"sei-002336#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Practitioners and policymakers generally view research-based knowledge as relevant and credible, but they find it difficult to locate, understand, and implement. There is a prevailing expectation that research should provide concrete, practical solutions to specific problems, which the report describes as a narrow understanding of social science research.","ai_generated":true,"unit":"sei-002336#insight-1","date_modified":"2026-10-23"},{"text":"Research is frequently used to validate existing beliefs or support decisions already made rather than to inform the decision-making process itself. This tendency toward motivated reasoning means that critical research that contradicts popular opinions or established perspectives may be ignored.","ai_generated":true,"unit":"sei-002336#insight-2","date_modified":"2026-10-23"},{"text":"Time is identified as the primary barrier to using research. Practitioners report that they lack the time to read journal articles or search for research because they are preoccupied with internal meetings and donor requirements, such as controlling and evaluating funds.","ai_generated":true,"unit":"sei-002336#insight-3","date_modified":"2026-10-23"},{"text":"A significant communication gap exists between researchers and practitioners. Practitioners primarily use Google, social media, and professional networks to find information, whereas researchers primarily publish in peer-reviewed journals to meet career and funding requirements.","ai_generated":true,"unit":"sei-002336#insight-4","date_modified":"2026-10-23"},{"text":"Swedish practitioners show a preference for research produced by globally recognized international institutions over research from Swedish universities and organizations. This is driven by a desire to avoid imposing a 'Swedish agenda' on partners in development countries and a lack of awareness regarding where to find Swedish research.","ai_generated":true,"unit":"sei-002336#insight-5","date_modified":"2026-10-23"},{"text":"The report identifies a lack of funding and institutional incentives to support organized platforms for research-policy collaboration in Sweden. This often leads practitioners to hire consultants, who are perceived as faster and more familiar with development jargon, despite lacking the depth of academic researchers.","ai_generated":true,"unit":"sei-002336#insight-6","date_modified":"2026-10-23"},{"text":"To improve the uptake of research, the report recommends that researchers produce shorter, jargon-free outputs and that practitioners receive training on how to navigate peer-reviewed databases.","ai_generated":true,"unit":"sei-002336#insight-7","date_modified":"2026-10-23"},{"text":"The report suggests the 'co-creation' of research and development initiatives, where researchers are involved from the design and proposal stage of projects to provide timely and relevant input.","ai_generated":true,"unit":"sei-002336#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change","gender equality"],"geography_discussed":["India"],"frame_perspective":[],"analysis_type":["perception study","barrier analysis","policy recommendation"]},{"id":"cdkn-000029","url":"https://climateinsightsdirectory.org/document/cdkn-000029","title":"Perceptions of climate change and adaptation to microclimate change and variability among smallholder farmers in Mhakwe Communal Area, Manicaland province, Zimbabwe","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"research paper","language":"en","date_published":"2014-06-06","source_url":"https://cdkn.org/resource/perceptions-of-climate-change-and-adaptation-to-microclimate-change-and-variability-among-smallholder-farmers-in-mhakwe-communal-area-manicaland-province-zimbabwe","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study examined 43 smallholder farmers in Zimbabwe's Mhakwe Communal Area to understand their perceptions of climate change and their adaptation methods. It found that while farmers receive information from government and non-governmental organisations, they rely on specific practical strategies like zero tillage and agroforestry. The authors recommend that external agencies strengthen these existing strategies and improve the dissemination of analysed weather and climate data.","ai_generated":true,"unit":"cdkn-000029#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Smallholder farmers in the Mhakwe Communal Area receive information regarding climate change and variability from both non-governmental organisations and government agencies.","ai_generated":true,"unit":"cdkn-000029#insight-1","date_modified":"2026-10-23"},{"text":"Farmers employ several specific adaptation strategies to manage microclimate change, including gardening, agroforestry, mulching, zero tillage, and adjusting planting timing.","ai_generated":true,"unit":"cdkn-000029#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate variability","smallholder","agroforestry","capacity building"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["perception study"]}]}