Crohn's disease, ulcerative colitis, celiac disease, irritable bowel syndrome and some cancers are medical conditions which may cause chronic diarrhea. Apart from causing frequent occurrences of loose and watery stools, diarrhea may also trigger abdominal cramps/pain, fever, bloating and blood in the stool depending on the underlying cause.