"This document aims to provide USAID staff and local partners with a framework for identifying and understanding risks associated with development data. It is meant as a conversation starter—to highlight important concerns and provide actionable advice—to help those who use data in development programs maximize utility while also managing risk. By starting to have conversations around responsible data practices, staff and partners will begin to build competency in this area. USAID’s Journey to Self Reliance includes supporting countries to build their own technological capacity and readiness by taking ownership of their data and being held accountable that it is kept safe.