Diarrhea can also cause fissures by drying out the skin until it cracks open (just as dish water can cause cracks in the skin of the hands). Since anal skin is very sensitive, these cracks can cause severe pain. They can also cause rectal bleeding. The pain and bleeding is worse after bowel movements.
Definitely use a skin barrier cream (Generic Walgreens Calmoseptine is cheaper