{"query_echo":{"q":"","filters":{"analysis_type":["response rate analysis"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'response rate analysis' 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=response+rate+analysis","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-000209","url":"https://climateinsightsdirectory.org/document/ucs-000209","title":"A Survey of Federal Scientists","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"report","language":"en","date_published":"2018-05-04","source_url":"https://www.ucs.org/sites/default/files/2019-09/2018-survey-of-federal-scientists-methodology-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The 2018 Survey of Federal Scientists targeted 63,248 contacts across 16 US federal agencies to investigate scientific integrity and the impact of political interference on science-based decision-making. Administered by the Center for Survey Statistics and Methodology at Iowa State University for the Union of Concerned Scientists, the survey utilized a multimode approach including online web surveys, PDF forms, and phone interviews. The final data set comprised 4,211 responses, representing an overall response rate of 6.67%. The survey instrument specifically questioned respondents on workforce reductions, the omission of politically contentious terms—including 'climate change'—and the effectiveness of agency scientific integrity and whistleblower policies.","ai_generated":true,"unit":"ucs-000209#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The final sample for the 2018 Survey of Federal Scientists included 63,248 contacts across 16 primary federal agencies.","ai_generated":true,"unit":"ucs-000209#insight-1","date_modified":"2026-10-23"},{"text":"The overall response rate for the survey was 6.67%, with 4,211 surveys included in the final data set from 63,126 eligible contacts.","ai_generated":true,"unit":"ucs-000209#insight-2","date_modified":"2026-10-23"},{"text":"The final data set consisted of 3,783 complete surveys and 428 partially complete surveys, the vast majority of which (4,178) were completed online.","ai_generated":true,"unit":"ucs-000209#insight-3","date_modified":"2026-10-23"},{"text":"Response rates varied significantly by agency, with the highest rate at the US Geological Survey (19.12%) and the lowest at the US Census Bureau (2.17%).","ai_generated":true,"unit":"ucs-000209#insight-4","date_modified":"2026-10-23"},{"text":"The survey instrument included specific questions asking scientists if they had been told to avoid work on or omit the phrase 'climate change' from their work.","ai_generated":true,"unit":"ucs-000209#insight-5","date_modified":"2026-10-23"},{"text":"The survey investigated barriers to science-based decisions, including the influence of political appointees, the White House, Congress, and industry stakeholders.","ai_generated":true,"unit":"ucs-000209#insight-6","date_modified":"2026-10-23"},{"text":"The methodology employed a multimode approach to maximize response, offering online web surveys, downloadable PDFs, and confidential phone interviews.","ai_generated":true,"unit":"ucs-000209#insight-7","date_modified":"2026-10-23"},{"text":"To ensure anonymity, the survey used an 'Anonymizing Responses' feature that removed email addresses, IP addresses, and location data upon completion.","ai_generated":true,"unit":"ucs-000209#insight-8","date_modified":"2026-10-23"},{"text":"The survey targeted agencies based on their science-based missions, implementation of science-based policies, or history of scientific integrity concerns.","ai_generated":true,"unit":"ucs-000209#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change","environmental impact assessment"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["methodology report","response rate analysis"]}]}