Yes, many housing agencies use preferences to give a priority to applicants who are part of groups in the area that are in great need of assistance.
Common preference categories for low-income apartment waiting lists include seniors, persons with disabilities, and those who live and work locally. Applicants who qualify for preferences will have a shorter wait time than those who don't.