The more broken links your site contains the more negatively it affects your rankings. If Google crawlers come across empty pages repeatedly, they'll consider your content to be out-of-date. Also they hurt user behavior metrics - users click through the link in your article and come to a non-existent page. They bounce and return to the search results to find the necessary information.