If you prefer using bone-in chicken, you can do so. Simply adjust the cooking time to ensure it's fully cooked through. For instance, after cooking the rice for about 15 minutes or until it's fluffy, you can remove the pot and rice and continue cooking the bone-in chicken in the oven until it's fully cooked through.