tag:www.gov.uk,2005:/data-ethics-guidance Find data ethics guidance, standards and frameworks organisation UK Statistics Authority 2025-01-30T10:58:21+00:00 HM Government tag:www.gov.uk,2005:/data-ethics-guidance/ethical-considerations-related-to-the-inclusivity-of-data-for-research-and-statistics 2025-01-30T10:58:21+00:00 Ethical considerations related to the inclusivity of data for research and statistics This guidance focuses on ethical considerations related to the inclusivity of data for research and statistical projects, addressing inclusivity from the perspective of the UK Statistics Authority’s current data ethics approâ€� tag:www.gov.uk,2005:/data-ethics-guidance/ethical-considerations-associated-with-qualitative-research-methods 2025-01-29T16:31:14+00:00 Ethical considerations associated with Qualitative Research methods This guidance can be used as a practical resource to help researchers identify different ethical issues when conducting qualitative research. tag:www.gov.uk,2005:/data-ethics-guidance/ethical-considerations-in-the-use-of-machine-learning-for-research-and-statistics 2025-01-29T16:30:07+00:00 Ethical considerations in the use of machine learning for research and statistics This high-level guidance explores ethical considerations associated with the use of machine learning techniques for research and statistical purposes. tag:www.gov.uk,2005:/data-ethics-guidance/ethics-self-assessment-tool 2025-01-29T16:02:56+00:00 Ethics Self-Assessment Tool »Ê¹ÚÌåÓýapp ethics self-assessment process aims to offer researchers an easy-to-use framework to review the ethics of their projects throughout the research cycle. tag:www.gov.uk,2005:/data-ethics-guidance/ethical-principles 2025-01-29T16:01:20+00:00 Ethical Principles A set of ethical principles published by the UK Statistics Authority (UKSA). tag:www.gov.uk,2005:/data-ethics-guidance/ethical-considerations-in-the-use-of-geospatial-data-for-research-and-statistics 2025-01-29T15:59:50+00:00 Ethical considerations in the use of geospatial data for research and statistics This guidance document explores ethical considerations in the use of geospatial data for research, analysis and statistics. tag:www.gov.uk,2005:/data-ethics-guidance/considering-public-good-in-research-and-statistics-ethics-guidance 2025-01-29T15:58:36+00:00 Considering Public Good in Research and Statistics: Ethics Guidance This brief guidance has been developed by the UK Statistics Authority’s Centre for Applied Data Ethics. It aims to help researchers, statisticians and analysts to consider the public good of their research. tag:www.gov.uk,2005:/data-ethics-guidance/using-data-from-third-parties-for-research-and-statistics-high-level-ethics-checklist 2025-01-29T15:57:39+00:00 Using Data from Third Parties for Research and Statistics: High-Level Ethics Checklist This high-level checklist is designed to guide researchers and analysts through some key points that will need to be considered prior to accessing data that has been collected by, or sourced from, third party organisations. tag:www.gov.uk,2005:/data-ethics-guidance/considering-public-views-and-engagement-regarding-the-use-of-data-for-research-and-statistics 2025-01-29T15:55:36+00:00 Considering public views and engagement regarding the use of data for research and statistics This guidance provides an overview of how project teams can consider public views regarding the use of data within their research and statistics projects. tag:www.gov.uk,2005:/data-ethics-guidance/ethical-considerations-relating-to-the-creation-and-use-of-synthetic-data 2025-01-29T15:52:48+00:00 Ethical considerations relating to the creation and use of synthetic data This guidance document explores ethical considerations in the use of synthetic data for research, analysis, and statistics.