{"query_echo":{"q":"","filters":{"analysis_type":["social science research"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'social science research' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":6,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=social+science+research","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-000114","url":"https://climateinsightsdirectory.org/document/iai-000114","title":"Understanding public perceptions of wood-based electricity production in Wisconsin, United States: the place-based dynamics of social representations","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"research paper","language":"en","date_published":"2025-01-13","source_url":"https://iai.int/es/pub_acad/understanding-public-perceptions-of-wood-based-electricity-production-in-wisconsin-united-states-the-place-based-dynamics-of-social-representations/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The research examines public responses to wood-based electricity production in Wisconsin, arguing that support for renewable energy is not a simple binary of acceptance or non-acceptance but is instead influenced by socio-spatial contexts, community histories, and identities.","ai_generated":true,"unit":"iai-000114#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Public responses to wood-based electricity production in Wisconsin are influenced by social and cultural contexts, specifically varying based on community histories and identities that have been shaped by other local resources.","ai_generated":true,"unit":"iai-000114#insight-1","date_modified":"2026-10-23"},{"text":"The study suggests that the common binary framework of 'acceptance and non-acceptance' is insufficient for capturing the complexities of how local populations respond to specific renewable energy projects.","ai_generated":true,"unit":"iai-000114#insight-2","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","climate change mitigation","renewable energy policy"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["social science research"]},{"id":"wwf-000325","url":"https://climateinsightsdirectory.org/document/wwf-000325","title":"climate change & human-wildlife conflict an analysis of climate crowd data","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2025","source_url":"https://www.worldwildlife.org/documents/463/2i9pn6b82s_Climate_Crowd_Climate_Change_and_HWC_Final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report uses data from 3,911 interviews across over 40 countries to demonstrate that climate-driven resource scarcity pushes both humans and wildlife into closer contact, escalating conflict. Key findings show that 25% of interviews mention increased human-wildlife conflict, often linked to reduced crop yields and water availability. Human responses, such as encroaching into protected areas for resources, and wildlife responses, such as expanding ranges to find food, drive these interactions. The report highlights specific high-conflict countries including Gabon and Namibia and suggests community-driven solutions like nature-friendly fences and rainwater harvesting.","ai_generated":true,"unit":"wwf-000325#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Analysis of 3,911 key-informant interviews from over 40 countries reveals that 25% of all interviews mention increased instances of human-wildlife conflict in conjunction with other climate change impacts.","ai_generated":true,"unit":"wwf-000325#insight-1","date_modified":"2026-10-23"},{"text":"Climate stressors significantly impact rural livelihoods, with 76% of the analyzed subset reporting reduced crop yields and 72% reporting decreased water availability, often due to drought, heat waves, and flooding.","ai_generated":true,"unit":"wwf-000325#insight-2","date_modified":"2026-10-23"},{"text":"Human adaptation strategies to climate change are increasing habitat encroachment; 35% of respondents reported increased encroachment into wildlife areas and 17% specifically into protected areas to seek declining natural resources.","ai_generated":true,"unit":"wwf-000325#insight-3","date_modified":"2026-10-23"},{"text":"Wildlife is responding to climate-driven resource scarcity by shifting their ranges, with 25% of respondents noticing wildlife venturing into areas where they were previously not seen, leading to a 36% increase in reported crop raiding.","ai_generated":true,"unit":"wwf-000325#insight-4","date_modified":"2026-10-23"},{"text":"The report identifies specific countries with high rates of reported human-wildlife conflict among the interviewed populations, with Gabon (69%), Namibia (67%), and the DRC (50%) showing the highest percentages.","ai_generated":true,"unit":"wwf-000325#insight-5","date_modified":"2026-10-23"},{"text":"Community responses to conflict vary from non-lethal infrastructure to lethal measures; 8% of respondents reported driving wildlife away or building fences and trenches, while 5% reported killing problematic species or retaliatory killing.","ai_generated":true,"unit":"wwf-000325#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","biodiversity","drought","nature-based solutions"],"geography_discussed":["Gabon","Namibia","Democratic Republic of the Congo","Bhutan","Kenya","Uganda","Tanzania"],"frame_perspective":[],"analysis_type":["qualitative analysis","social science research"]},{"id":"climtalk-000006","url":"https://climateinsightsdirectory.org/document/climtalk-000006","title":"Environmentally, My Dear Watson: Exploring Effective Contemporary Grassroots Environmental Advocacy In Contemporary Social, Spatial, Economic, and Political Relationships","publisher":{"name":"ClimaTalk","organization":"climatalk"},"document_type":"research paper","language":"en","date_published":"2024-04-13","source_url":"https://climatalk.org/2024/04/13/environmentally-my-dear-watson-exploring-effective-contemporary-grassroots-environmental-advocacy-in-contemporary-social-spatial-economic-and-political-relationshipsfrom-dependence-to/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the 'third sector' in Canada, noting a lack of research on how nonprofits and charities facilitate climate action. It argues that neoliberal decentralisation has shifted social welfare responsibilities to these organisations without providing sufficient autonomy or resources. The author finds that rigid, quantitative funding requirements often lead to 'mission drift' and fail to capture qualitative social impacts. The paper calls for more adaptable grant requirements, increased collaboration between governments and funders, and greater transparency regarding regulatory and tax implications to ensure the sustainability of climate-focused grassroots advocacy.","ai_generated":true,"unit":"climtalk-000006#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Canadian third sector is tasked with absorbing social welfare responsibilities due to neoliberal decentralisation, but it does so without adequate resources or autonomy.","ai_generated":true,"unit":"climtalk-000006#insight-1","date_modified":"2026-10-23"},{"text":"Current funding processes for nonprofits are often too rigid and focused on quantitative returns, which can lead to mission drift and a failure to validate qualitative social impacts.","ai_generated":true,"unit":"climtalk-000006#insight-2","date_modified":"2026-10-23"},{"text":"To improve the efficacy and sustainability of the third sector, there is a need for adaptable grants that allow for qualitative evaluation, better collaboration between governments and funders, and clearer information on regulatory and tax implications.","ai_generated":true,"unit":"climtalk-000006#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant gap in formal academic research regarding the role of nonprofits and charities specifically in the context of climate change mitigation.","ai_generated":true,"unit":"climtalk-000006#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change mitigation","climate finance"],"geography_discussed":["Toronto","Ottawa","Calgary","Halifax","United Kingdom"],"frame_perspective":[],"analysis_type":["social science research","policy analysis"]},{"id":"cdkn-000125","url":"https://climateinsightsdirectory.org/document/cdkn-000125","title":"Use of Seasonal Forecast Information in Farm Level Decision Making in Bundelkhand, India","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"executive summary","language":"en","date_published":"2014-08-05","source_url":"https://cdkn.org/resource/seasonal-forecast-information-in-farm-level-decision-making-bundelkhand-india","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document investigates the factors influencing the use of seasonal forecast information (SFI) among farmers in Bundelkhand, India. It identifies that the effective use of SFI depends on a knowledge-action system comprising dissemination, demand, acceptance, understanding, and action capacity. The study finds that dissemination, salience, and action capacity are significantly associated with whether farmers utilize monsoon forecast information, suggesting these areas must be improved to increase usage.","ai_generated":true,"unit":"cdkn-000125#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The use of seasonal forecast information (SFI) by small-scale farmers is dependent on a 'knowledge-action system' consisting of five key components: forecast dissemination, demand, acceptance (which includes salience, credibility, and legitimacy), understanding, and action capacity.","ai_generated":true,"unit":"cdkn-000125#insight-1","date_modified":"2026-10-23"},{"text":"In Bundelkhand, India, there are significant correlations between the use of monsoon forecast information and the factors of dissemination, salience, and action capacity.","ai_generated":true,"unit":"cdkn-000125#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate variability","climate change adaptation","agricultural productivity","food security"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["social science research","case study"]},{"id":"commgmu-000010","url":"https://climateinsightsdirectory.org/document/commgmu-000010","title":"The Genesis of Climate Change Activism: From Key Beliefs to Political Action","publisher":{"name":"Center for Climate Change Communication","organization":"center-for-climate-change-communication"},"document_type":"research paper","language":"en","date_published":"2014-05-10","source_url":"https://climatecommunication.gmu.edu/all/the-genesis-of-climate-change-activism-the-genesis-of-climate-change-activism-from-key-beliefs-to-political-action/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The research identifies key psychological and social drivers of climate activism in the U.S., finding that activists are more likely to view global warming as a serious but solvable threat and believe in the efficacy of collective action. The authors recommend that climate messaging combine threat warnings with actionable steps and support for social opinion leaders to overcome widespread public skepticism regarding the effectiveness of political activism.","ai_generated":true,"unit":"commgmu-000010#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate activists differ from non-activists by having a higher likelihood of perceiving global warming as a serious threat, believing it is solvable, believing in the efficacy of individual and collective actions, and acting as opinion leaders in their social networks.","ai_generated":true,"unit":"commgmu-000010#insight-1","date_modified":"2026-10-23"},{"text":"Effective climate movement building should pair messages about the threat of human-caused global warming with information on effective individual actions, as many Americans view political participation as hindered by barriers and have low expectations of its effectiveness.","ai_generated":true,"unit":"commgmu-000010#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate change communication","fossil-fuel divestment","coal-fired power station"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["social science research","survey analysis"]},{"id":"iai-001616","url":"https://climateinsightsdirectory.org/document/iai-001616","title":"Designing a methodology to evaluate local knowledge on global change and its role in the construction of future land use scenarios by local actors","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"fact sheet","language":"en","date_published":"2010-05","source_url":"https://iai.int/admin/site/sites/default/files/uploads/2014/03/SGP-HD_9.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The project developed the Local Knowledge Scenarios (LKS) method, which integrates field work and Agent-Based Models to document local perceptions of environmental change and their impact on decision-making. Testing across five diverse American regions revealed that local awareness of issues like deforestation in the Amazon does not always translate to the acceptance of environmental laws, and that fishing communities in Canada require national public policies to successfully diversify their income sources.","ai_generated":true,"unit":"iai-001616#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The project developed the Local Knowledge Scenarios (LKS) method, which utilizes a combination of field work and Agent-Based Models to facilitate the participative construction of land use scenarios.","ai_generated":true,"unit":"iai-001616#insight-1","date_modified":"2026-10-23"},{"text":"In the Amazon region, while local populations show increased awareness regarding soil degradation from deforestation and hydrological changes, they do not accept the environmental laws intended to address deforestation, making the application of such laws difficult.","ai_generated":true,"unit":"iai-001616#insight-2","date_modified":"2026-10-23"},{"text":"In the Change Islands of Canada, the fishing community's ability to maintain living standards while diversifying into income sources like tourism is dependent on national public policies that permit adaptation to specific local situations.","ai_generated":true,"unit":"iai-001616#insight-3","date_modified":"2026-10-23"}],"climate_tags":["environmental governance","deforestation","climate change adaptation"],"geography_discussed":["Uruguay","Brazil","Canada","Peru"],"frame_perspective":[],"analysis_type":["methodology development","social science research"]}]}