Worker paid as employee and independent contractor: How do we fix this?

Q. "I recently began my position. In auditing payroll, I noticed there are a few employees who also have been set up as independent contractors with 1099s. How do we go about fixing this? I understand there will be back pay. Do we deduct what we have already paid them as a contractor?" -- J., Iowa