A practical planner and tracker created by Cardiff University to support the integration, impact assessment and reporting of public involvement in research.

This resource provides clarity on the definition of transparency and practical examples of its application in health data science to support public trust.

This scoping review explores existing research on how the public has been involved in big data studies. It outlines different approaches to involvement and engagement, helping readers understand current practice and identify opportunities to strengthen public participation.