Now we don’t use SSN for other IDs (if you still are, STOP). However, there are other ethical conversations to be had about the use of obscured data and how one might be able to derive the underlying data just by matching it with other data. In one case, the masks on data across several systems were applied differently, so one could pull together three reports to see the complete data.
Good Data Governance requires us to govern the data across project, keeping an eye on what each project is doing to ensure we aren’t leaking data like my TSA-safe liquid containers do on every trip. Many new zealand whatsapp number data people see the Data Governance groups as just a “get into production with a checkmark” approach. . It’s not just the compliance needs, it’s our ethical mandate to ensure we are governing our data so that we are doing no harm. It requires we check on reports, not just persisted data. It requires we review data uses that are compliant with whatever consent we collected. It requires diligence.
Tips:
Ensure that management knows that we are trying to protect data from all kinds of harms.
Ensure that management knows we are trying to manage ROI – Risk of Incarceration of them.
Be ready to escalate issues with how data is collected and used.
Be ready to call “stop all work on this” even if you don’t have the authority to stop work.
Understand how some data protection methods only work if they are used everywhere the data appears.
Ethical Data Governance gives us the responsibility to safeguard the data of the world; we have to be able to call out when harm is imminent.