{"query_echo":{"q":"","filters":{"analysis_type":["community survey"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'community survey' 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=community+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":"roots-000002","url":"https://climateinsightsdirectory.org/document/roots-000002","title":"Who Bears the Weight of the Cloud?","publisher":{"name":"Roots","organization":"roots"},"document_type":"case study","language":"en","date_published":"2025-11","source_url":"https://poweredbyroots.org/media/pages/highlights/fellowship-for-countering-disinformation/ef4d166840-1762906581/brazil-case-study.docx.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that Brazil's digital infrastructure development is characterized by a 'narrative of progress' that obscures ecological damage and marginalizes affected communities. Through media analysis, community surveys, and official information requests, the study finds a systematic lack of environmental impact assessments and a significant gap between the government's 'green' rhetoric and the reality of resource consumption. In Rio Grande do Sul, the Scala AI City project is situated in a flood-prone area, while in Ceará, the TikTok-partnered project by Casa dos Ventos faces opposition from the Anacé Indigenous community over land and water rights. The study concludes that the 'burden of the cloud' falls disproportionately on vulnerable populations through a combination of regulatory vacuum and strategic disinformation.","ai_generated":true,"unit":"roots-000002#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Mainstream Brazilian media overwhelmingly portrays data centers as drivers of economic growth, with 86.5% of analyzed reports being positive or neutral, while only 11.8% adopted a cautionary tone regarding environmental risks.","ai_generated":true,"unit":"roots-000002#insight-1","date_modified":"2026-10-23"},{"text":"There is a systemic lack of transparency and accountability regarding environmental licensing; requests made under the Access to Information Law (LAI) to municipal and state authorities in Ceará and Rio Grande do Sul revealed an absence of Environmental Impact Assessments (EIAs).","ai_generated":true,"unit":"roots-000002#insight-2","date_modified":"2026-10-23"},{"text":"The Scala AI City project in Eldorado do Sul, Rio Grande do Sul, is located in the Guaíba River Basin, an area that suffered catastrophic flooding in May 2024, yet local legislation (Municipal Law No. 5,949/2024) exempts the municipality from liability for environmental damages.","ai_generated":true,"unit":"roots-000002#insight-3","date_modified":"2026-10-23"},{"text":"The proposed data center project in Pecém, Ceará, led by Casa dos Ventos for TikTok, is projected to have a massive energy demand, with an average consumption of 210 MW daily, exceeding the total consumption of the states of Acre, Amapá, and Roraima combined.","ai_generated":true,"unit":"roots-000002#insight-4","date_modified":"2026-10-23"},{"text":"The Anacé Indigenous community and other civil society groups in Ceará have filed formal complaints to suspend the TikTok data center project, alleging violations of Article 169 of the ILO due to a lack of prior consultation.","ai_generated":true,"unit":"roots-000002#insight-5","date_modified":"2026-10-23"},{"text":"Community surveys indicate a profound information gap: 92% of respondents in affected areas reported receiving no official information from governments or companies, and 90% feel poorly or only partially informed about environmental impacts.","ai_generated":true,"unit":"roots-000002#insight-6","date_modified":"2026-10-23"},{"text":"Public perception of the benefits of data centers is skewed toward job creation, which the report notes is often a misleading narrative as permanent operational roles are limited compared to temporary construction jobs.","ai_generated":true,"unit":"roots-000002#insight-7","date_modified":"2026-10-23"},{"text":"Approximately 30% of surveyed residents have been exposed to the disinformation claim that data centers 'don't pollute' or 'don't cause environmental impact,' which the report classifies as a 'dismissal' tactic under the 5 D Model of Disinformation.","ai_generated":true,"unit":"roots-000002#insight-8","date_modified":"2026-10-23"},{"text":"While the public identifies water consumption and deforestation as primary risks, there is a significant lack of awareness regarding the colossal energy requirements of these facilities, cited by only four respondents.","ai_generated":true,"unit":"roots-000002#insight-9","date_modified":"2026-10-23"}],"climate_tags":["data center","climate change disinformation","environmental impact assessment","energy demand","renewable energy","environmental justice","greenwashing","indigenous rights"],"geography_discussed":["Ceará","Rio Grande do Sul","Fortaleza","Eldorado do Sul","Guaíba","Pecém","Caucaia"],"frame_perspective":[],"analysis_type":["case study","discourse analysis","community survey"]},{"id":"sei-001574","url":"https://climateinsightsdirectory.org/document/sei-001574","title":"Addressing the gap in the UN’s SDG indicators","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2025-08","source_url":"https://www.sei.org/wp-content/uploads/2025/08/sdg-energy-transition-argentina-1-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document examines the gap between global SDG indicators and the lived experiences of Indigenous Peoples and local communities affected by lithium mining in Argentina. It highlights that while lithium is essential for the global energy transition, extraction processes often ignore local perspectives and reinforce historical inequalities. The authors recommend implementing free, prior and informed consent (FPIC), mandatory benefit-sharing, and the co-creation of SDG indicators with Indigenous Peoples to ensure a socially just and environmentally responsible transition.","ai_generated":true,"unit":"sei-001574#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant disconnect between the socio-environmental impacts of lithium mining identified in scientific literature and those reported by local and Indigenous community members. Survey participants identified impacts not covered in the literature, including \"poorer access to childcare\" and \"negative effects to education\".","ai_generated":true,"unit":"sei-001574#insight-1","date_modified":"2026-10-23"},{"text":"Current UN SDG indicators and general frameworks fail to prioritize Indigenous leadership and livelihoods, creating a gap that overlooks the knowledge of communities most affected by climate change and development.","ai_generated":true,"unit":"sei-001574#insight-2","date_modified":"2026-10-23"},{"text":"The authors recommend the implementation of Free, Prior and Informed Consent (FPIC) to ensure Indigenous Peoples can advocate for their interests and maintain ownership of data collected from their lands, citing the 2015 Kachi Yupi protocol as a model.","ai_generated":true,"unit":"sei-001574#insight-3","date_modified":"2026-10-23"},{"text":"Existing transparency frameworks in Argentina, such as the Extractive Industries Transparency Initiative (EITI) in Catamarca and Salta, are limited because they are voluntary and lack enforcement power, as evidenced by low 2022 EITI scores.","ai_generated":true,"unit":"sei-001574#insight-4","date_modified":"2026-10-23"},{"text":"To achieve a just energy transition, the UN and multilateral organizations should partner with Indigenous Peoples to develop specific SDG indicators that reflect their priorities and lived experiences from the earliest stages of policymaking.","ai_generated":true,"unit":"sei-001574#insight-5","date_modified":"2026-10-23"},{"text":"The document advocates for mandatory benefit-sharing agreements to ensure local communities receive a fair share of profits, supported by Argentina's National Constitution (Chapter 4, Article 75) and Law No. 24.071.","ai_generated":true,"unit":"sei-001574#insight-6","date_modified":"2026-10-23"}],"climate_tags":["energy transition","Sustainable Development Goals","indigenous people","climate justice","environmental impact assessment","Free, Prior and Informed Consent","natural resource management"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["case study","policy analysis","literature review","community survey"]},{"id":"catf-000854","url":"https://climateinsightsdirectory.org/document/catf-000854","title":"Understanding Community Benefits Plans at the Department of Energy and Their Potential for Impact","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"report","language":"en","date_published":"2023-11","source_url":"https://cdn.catf.us/wp-content/uploads/2023/11/29131153/community-benefits-plans-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the DOE's Community Benefits Plan (CBP) process, which requires grant applicants to commit to equitable community and workforce strategies. While the CBP is credited with forcing developers to prioritize equity and job quality, the report identifies significant challenges, including limited DOE capacity, rushed timelines, and growing stakeholder fatigue. Community surveys reveal deep skepticism due to unfulfilled past promises and a preference for environmental quality improvements over clean energy funding. The report recommends that the DOE improve accountability, provide seed funding for commitments, and leverage other federal agencies to support under-resourced community groups.","ai_generated":true,"unit":"catf-000854#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The CBP process is designed to leverage federal funding to promote a place-based approach to project development, requiring applicants to address four priority areas: community and labor engagement, job quality and workforce continuity, diversity, equity, inclusion and accessibility (DEIA), and the Justice40 Initiative.","ai_generated":true,"unit":"catf-000854#insight-1","date_modified":"2026-10-23"},{"text":"Early evidence suggests CBPs are successfully signaling the importance of equity to the market and forcing developers to integrate community and workforce considerations into their internal planning and engineering processes.","ai_generated":true,"unit":"catf-000854#insight-2","date_modified":"2026-10-23"},{"text":"Workforce development and job creation are currently the strongest components of the CBP process, though integrating these commitments into early-stage technologies remains difficult because workforce requirements for new technologies are often unknown.","ai_generated":true,"unit":"catf-000854#insight-3","date_modified":"2026-10-23"},{"text":"Implementation is hindered by limited DOE capacity, aggressive timelines in Funding Opportunity Announcements (FOAs), and a lack of experienced reviewers, which can lead to superficial or identical plans across different projects.","ai_generated":true,"unit":"catf-000854#insight-4","date_modified":"2026-10-23"},{"text":"Community surveys in New Jersey, Louisiana, and the Navajo Nation show that residents prioritize environmental quality (air and water) and affordable housing over clean energy-specific funding like community solar or EV charging stations.","ai_generated":true,"unit":"catf-000854#insight-5","date_modified":"2026-10-23"},{"text":"A significant majority of surveyed residents expressed distrust toward developers, citing a history of unfulfilled promises and insufficient engagement in previous projects.","ai_generated":true,"unit":"catf-000854#insight-6","date_modified":"2026-10-23"},{"text":"The CBP is a guidance framework rather than a binding legal agreement, although the DOE states that implementation is a condition of continued funding; stakeholders remain uncertain about the actual enforcement mechanisms.","ai_generated":true,"unit":"catf-000854#insight-7","date_modified":"2026-10-23"},{"text":"Other federal agencies, including the EPA, DOT, and HUD, have more established capacity-building and technical assistance programs for community groups that the DOE could leverage to support the CBP process.","ai_generated":true,"unit":"catf-000854#insight-8","date_modified":"2026-10-23"},{"text":"The report recommends that the DOE evaluate developers based on past performance in communities to mitigate risk and reward those with a history of respectful engagement.","ai_generated":true,"unit":"catf-000854#insight-9","date_modified":"2026-10-23"}],"climate_tags":["sustainable energy","environmental justice","workforce development","community engagement","just transition"],"geography_discussed":["Newark","New Jersey","Navajo Nation","Louisiana","Canada"],"frame_perspective":[],"analysis_type":["policy assessment","stakeholder analysis","community survey"]},{"id":"catf-000856","url":"https://climateinsightsdirectory.org/document/catf-000856","title":"Survey on Community Benefits & An Overview of Community Benefits Plans","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"executive summary","language":"en","date_published":"2023-11","source_url":"https://cdn.catf.us/wp-content/uploads/2023/11/29131056/community-benefits-survey-summary.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document combines findings from community surveys in New Jersey, Louisiana, and the Navajo Nation with stakeholder interviews to evaluate the Community Benefits Plan (CBP) required for most U.S. Department of Energy (DOE) funding. While the CBP is seen as a tool to improve worker and community outcomes, survey data reveals deep skepticism due to unfulfilled past promises and a preference for environmental quality improvements over clean energy expansion. Implementation challenges include limited DOE capacity, stakeholder fatigue, and a need for greater accountability and resources for under-resourced community groups.","ai_generated":true,"unit":"catf-000856#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A majority of residents in the surveyed communities expressed distrust toward developers, citing a history of unfulfilled promises and inadequate engagement during previous projects.","ai_generated":true,"unit":"catf-000856#insight-1","date_modified":"2026-10-23"},{"text":"While the Community Benefits Plan (CBP) concept was generally received positively, support was not universal, and only about half of residents were strongly supportive even after discussions.","ai_generated":true,"unit":"catf-000856#insight-2","date_modified":"2026-10-23"},{"text":"Community members prioritize environmental quality and health services over clean energy infrastructure; improving water quality was the top priority across all three surveyed communities.","ai_generated":true,"unit":"catf-000856#insight-3","date_modified":"2026-10-23"}],"climate_tags":["energy transition","environmental justice","community engagement","workforce development","water quality","air quality"],"geography_discussed":["Newark","New Jersey","Louisiana","Navajo Nation"],"frame_perspective":[],"analysis_type":["policy assessment","community survey"]}]}