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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Samaira Khan

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Open access Jul 2026

Building Trust and Social License in the UK: Driving a Sector Wide Ethical Shift in Public Engagement for Population and Administrative Data Research

Use of population and administrative data has intensified ethical scrutiny around data security, representativeness, and research validity. Public trust has been weakened by data misuse, limited transparency, and poor alignment with community priorities. Existing engagement approaches are often inadequate for data-inte...

Doreen Tembo, Samaira Khan, K. Porter et al. · 0 citations

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