Can being a workaholic affect a relationship?

Definitely. Being a workaholic steals time from your family, albeit you don't feel you do at times. My dad is a workaholic. Works on weekends as well. Pressure from his job forces him to just finish his quota and this means less family time. Wish he could relax and take things lightly now.