What is the purpose of a data ethics framework?

The purpose of a data ethics framework is to guide the ethical handling and dissemination of data. This framework establishes principles and guidelines that organizations should follow to ensure the responsible use of data, respecting privacy rights, and maintaining transparency. It encompasses considerations such as how data is collected, who has access to it, and how it is shared, all with the goal of protecting individuals and communities from harm. By adhering to a strong ethical framework, organizations can foster trust with their stakeholders while navigating complex issues related to data governance and compliance with regulations.

In contrast, the other options focus on operational aspects like efficiency, cost, and speed which, while important, do not address the ethical implications of data handling. The central role of an ethics framework lies in balancing data utility with the moral responsibilities that come with its use.