Dials vs. Sliders: When and how to use?

I'm looking for some general information on understanding when and how to use dials and sliders. Our challenge is that we're using both right now to explore relationships, compare values, and displaying data values. I can't find much info on dials and would like to know more about the appropriate use for each.