This resource provides useful tips and practical guidance on how researchers can work collaboratively with people with lived experience to shape research projects through shared decision making and equal power.

National Co-ordinating Centre for Public Engagement (NCCPE) provides guidance and further resource on how to use evaluation to develop effective public engagement practice and to inform culture change.

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.