The Alan Turing Institute has developed a training course to support understanding in the practical and ethical value of public engagement with data science and AI.

This webinar by the British Heart Foundation Data Science Centre offers guidance on working with communication and public relations teams to reach diverse groups and highlights how effective dissemination can have an impact on policy.

The National Data Guardian for Health and Social Care in England provides guidance on the concept of ‘public benefit’ in the context of data sharing, informed by a formal dialogue with the public.