Hitting women - right or wrong?

You reminded me of a similar debate I had with one of my friends when we two saw a lady hit a man on his face for a small mistake. But you know the man could do nothing but said sorry for three times. You know when a lady hits a man it's perfectly fine but if a man does the same the all hell will break loose. I will rather not do that even if I was not guilty.