Women have more inhibitions and are less prone to commit infractions or crimes or felonies because of these.
According to criminology it is so because most of men are bread earner, this lead men to have much social interaction as a result become more vulnerable to many criminal acts for example to make sure they get wealth for there family maintenance than women and consequently they become more in prison than women.