In some cases yes. I use myself as an example.
Unfortunately having been raised by 2 mentally ill parents in a house full of violence my own emotional intelligence has been very low for most of my life.
Only in my late thirties and beyond did I start to recognise problems in my own behaviour and try to work on it (prior to that I didn't even know what emotional intelligence was, never mind have any)
As I did well career wise and relationship wise (because I was pretty) I did not realise how bad my own behaviour was in relationships. Now I could argue that 'it was not my fault' that my childhood left me with poor coping skills, manipulative behaviour, selfish and angry behaviour but at the end of the day it wasn't the mens fault who bore the brunt of it either.
So there are definately women out there who are emotionally unavailable with personality disorders, mood swings, anger issues etc. I would guess there are also plenty of men out there with the same.
People who grew up in stable, calm and consistent homes with emotionally intelligent parents who showed them how to regulate their emotions, deal with conflict and make good decisions, generally end up with high emotional intelligence.
People who grow up in chaotic, violent, unstable homes with mentally ill or addicted parents usually are not taught such skills and as a result often develop maladaptive coping methods that help them survive in childhood but are ultimately destructive as adults (yes I'm in therapy)
To all the kind, stable, reliable men who loved me and tried to build a life with me, I am sorry I treated you all like disposable crap there for my convenience and I am getting help from the NHS now. I'm very glad the majority of you have ended up married to good woman with kids of your own to pass your genes onto.
To the emotionally unavailable, selfish men who I chased after and desperately tried to make you love me/win your approval I was simply attracted to you because you reminded me of my dad. (who didn't want me or love me and resented the hell out of my existence). To those men I say it wasn't love you just triggered my childhood wounds and you all likely need therapy yourself.
I didn't cause the abuse but I am responsible for fixing my own behaviour now.