In a large bowl, toss potatoes, parsnips and carrots with olive oil. Season with brown sugar, salt, Italian seasoning and black pepper. Place on a large rimmed baking sheet.
Roast at 375° for 55 minutes at the same time as turkey breast. Rotate pan after 30 minutes. Just before serving, broil 6 inches from heat source for 3 minutes.