What do we need to consider before offering extra pay for weekend work?

Q. We have a short-term project coming up that is going to require some of our hourly, nonexempt employees to work some extra weekend hours. We are thinking we might pay them a higher rate to work on the weekends to encourage employees to volunteer and to reward them. Is there anything we should be keeping in mind before we do that?