They are a higher risk because they no longer have an active demonstration of reoccurring on time payments.

I received a letter that my capital one credit card account was going to be closed because I haven't used it in a year or two. They don't like people who don't use the cards or pay them off every month. It ends up costing them money

You're correct about the late payers and minimum payment

20+% interest is legal loan shark