The electrorotation velocity of spherical colloidal polystyrene particles suspended in an electrolyte solution is numerically calculated using a network simulation method. The expression for the electroosmotic contribution to the electrorotation used in previous works is generalized for the case of thick double layers. The results are in good agreement with the existing theoretical results when applicable, and they extend to ranges where these theories cannot be applied.