Cook the pearl barley according to package directions (for example, 1 cup barley in 3 cups water with a pinch of salt, about 30 minutes).
Preheat the oven to 400F and position the rack in the middle.
Cut the vegetables into pieces about 1" so they cook evenly, add them to a baking sheet, and toss with the olive oil.