{"query_echo":{"q":"","filters":{"analysis_type":["survey methodology"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'survey methodology' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":2,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=survey+methodology","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":"ucs-000208","url":"https://climateinsightsdirectory.org/document/ucs-000208","title":"2018 Federal Scientists Survey FAQ","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"fact sheet","language":"en","date_published":"2018","source_url":"https://www.ucs.org/sites/default/files/2019-09/2018-federal-scientists-survey-faq.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The Union of Concerned Scientists (UCS), in partnership with Iowa State University's Center for Survey Statistics and Methodology, conducted a 2018 survey of federal scientists to evaluate the state of scientific integrity and the work environment in science-based government agencies. The survey targeted 16 specific agencies, including the EPA, NOAA, and the Department of Energy, using a methodology designed to ensure participant anonymity through randomized access codes and the redaction of identifying information. The results, intended for public release in summer 2018, aim to inform policy improvements and ensure independent science informs government decision-making.","ai_generated":true,"unit":"ucs-000208#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 2018 survey targets 16 specific US federal agencies selected based on their science-based missions, policy implementation, or history of scientific integrity concerns. These include the US Environmental Protection Agency, National Oceanic and Atmospheric Administration, US Food and Drug Administration, Centers for Disease Control and Prevention, US Fish and Wildlife Service, US Geological Survey, US National Park Service, Bureau of Ocean Management, Bureau of Safety and Environmental Enforcement, the US Census Bureau, the Department of Transportation National Highway Traffic Safety Administration, and four components of the US Department of Agriculture (Agricultural Research Service, Economic Research Service, National Institute of Food and Agriculture, and National Agricultural Statistics Service).","ai_generated":true,"unit":"ucs-000208#insight-1","date_modified":"2026-10-23"},{"text":"The survey employs several measures to ensure the anonymity of participants, including the use of randomized identification numbers (access codes) and the storage of responses in files separate from identifying information. To further protect identities, the UCS will not separately report any agency, office, or division that receives fewer than 100 responses, and personally identifying information will be redacted from open-ended responses before public release.","ai_generated":true,"unit":"ucs-000208#insight-2","date_modified":"2026-10-23"},{"text":"The survey is funded primarily by UCS members and foundation grants, with additional funding or expert input provided by the American Geophysical Union, the Government Accountability Project, Greenpeace, and Friends of the Earth.","ai_generated":true,"unit":"ucs-000208#insight-3","date_modified":"2026-10-23"},{"text":"The UCS encountered difficulties obtaining comprehensive employee data for certain agencies; specifically, the US Census Bureau, the US Environmental Protection Agency, and the Department of Energy did not provide comprehensive job title information. In the case of the Department of Energy, the UCS was only able to include one component because the department refused access to its employee list and a FOIA request has been pending since March 2017.","ai_generated":true,"unit":"ucs-000208#insight-4","date_modified":"2026-10-23"}],"climate_tags":["environmental policy"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["survey methodology","fact sheet"]},{"id":"ucs-000844","url":"https://climateinsightsdirectory.org/document/ucs-000844","title":"2006 UCS Survey of Federal Climate Scientists","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"fact sheet","language":"en","date_published":"2006","source_url":"https://www.ucs.org/sites/default/files/2019-09/methodology-and-demographics.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","analysis_type"],"summary":{"text":"The Union of Concerned Scientists (UCS) surveyed over 1,600 federal climate scientists in 2006 to investigate the state of climate research at U.S. federal agencies. The survey targeted agencies including NASA, NOAA, EPA, USGS, USDA, DOE, and DOD, using the National Center for Atmospheric Research (NCAR) as a non-federal control group to measure political interference. Out of the surveys mailed, 308 were completed (a 19 percent response rate), consisting of 279 from federal agencies and 29 from NCAR. The respondent pool was highly qualified, with 80 percent holding a Ph.D. and over half having more than 10 years of experience at their current agencies.","ai_generated":true,"unit":"ucs-000844#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The survey targeted scientists at seven primary federal agencies: the National Aeronautics and Space Administration, National Oceanic and Atmospheric Administration, U.S. Environmental Protection Agency, U.S. Geological Survey, U.S. Department of Agriculture, U.S. Department of Energy, and U.S. Department of Defense.","ai_generated":true,"unit":"ucs-000844#insight-1","date_modified":"2026-10-23"},{"text":"The National Center for Atmospheric Research (NCAR) was included as a control group because it is an independent agency that is \"shielded from government policies and restrictions,\" allowing UCS to quantify the level of political interference occurring at federal agencies.","ai_generated":true,"unit":"ucs-000844#insight-2","date_modified":"2026-10-23"},{"text":"The survey achieved a total response rate of 19 percent, with 308 completed surveys returned (279 from federal agencies and 29 from NCAR). Response rates varied by agency, ranging from a high of 25 percent at NCAR to a low of 16 percent at the Department of Defense (DOD).","ai_generated":true,"unit":"ucs-000844#insight-3","date_modified":"2026-10-23"},{"text":"The survey respondents were highly experienced and educated: 80 percent held a Ph.D., 40 percent had post-doctoral research experience, and more than 50 percent had over 10 years of experience at their current agencies (with 44 percent exceeding 15 years).","ai_generated":true,"unit":"ucs-000844#insight-4","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":[],"frame_perspective":[],"analysis_type":["survey methodology","demographic analysis"]}]}