Google has, on many occasions, stated that a consistent, accurate citation profile (citations) are a local search ranking factor.
Consider this, if you had a link from another website that was broken, would you not fix it? Citations are not much different. When citations are incorrect, they are broken, and it’s understood they do not provide the value that we seek.