Sad and heartfelt, well sung, much too relatable story. Don't know why it's so easy for a man to leave his kids, but I experienced the same. Hard to forgive. I came around to my dad in the end, but in that same superficial way you describe. I didn't go to his funeral. I don't regret it.
So that's the memory your song brings up. That's pretty powerful songwriting.