tag:www.gov.uk,2005:/data-ethics-guidance Find data ethics guidance, standards and frameworks ethical theme Privacy 2025-01-30T12:42:49+00:00 HM Government tag:www.gov.uk,2005:/data-ethics-guidance/the-five-safes-framework 2025-01-30T12:42:49+00:00 皇冠体育app Five Safes Framework 皇冠体育app Five Safes framework is a set of principles which enable data services to provide safe research access to data. tag:www.gov.uk,2005:/data-ethics-guidance/the-model-for-responsible-innovation 2025-01-30T12:36:42+00:00 皇冠体育app Model for Responsible Innovation 皇冠体育app Model for Responsible Innovation is a practical tool created by DSIT鈥檚 Responsible Technology Adoption Unit (RTA) to help teams across the public sector and beyond to innovate responsibly with data and AI. tag:www.gov.uk,2005:/data-ethics-guidance/gsr-ethical-assurance-for-social-and-behavioural-research 2025-01-30T11:01:33+00:00 GSR Ethical Assurance for Social and Behavioural Research Guidance on the expected standards and responsibilities when designing/conducting social and behavioural research for/on-behalf of government. 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 皇冠体育app 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/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鈥檚 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/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/data-sharing-governance-framework 2025-01-29T15:47:09+00:00 Data Sharing Governance Framework This document provides guidance on how to make data sharing more efficient in government departments and agencies.