Heat oil in a large saucepan coated with cooking spray over medium heat. Add fennel and carrot; sauté 5 minutes. Add rice and next 4 ingredients. Bring to a boil; cover, reduce heat, and simmer 55 to 60 minutes or until rice is tender.
Stir in parsley and cheese.