Traditionally, yes. It also should be said that such an image leads many upwardly mobile folks who were raised Catholic to jettison religion entirely, considering themselves to having "evolved" from their peasant/prole origins.
If white Catholics voted like white Mormons or white Baptists, Rhode Island, Connecticut, New Jersey, and Pennsylvania would be Republican states.
That deserves repeating!