Responsible Data Frameworks in their Own Words

This paper reviews 18 frameworks. Part I of this literature review discusses these foundational principles. Part II discusses how responsible data frameworks combine FIPs-based data protection principles and research ethics principles to form a baseline framework for responsible data. As one of the first examples of an organization attempting to implement transparent data protection policies, we use Oxfam’s Responsible Data Policy as an exemplar of how organizations are embracing responsible data governance. Part III reviews 18 data use frameworks and organizes their principles into six common themes that exist across the frameworks. Read more here.