How do you know when to use ANALOG vs DIGITAL?

I'm struggling to understand what type of interconnect I would use between my pre-amp and my amp? Is it an analog signal?

I'm assuming that I would use a digital going from my source (DVD/CD) to my pre-amp?

Just a little confused? Thank you for the help.