I don't believe that statistic is correct. Especially considering the rates of infidelity, abuse and sickness and any other number of reasons. Womens shelters don't exist for no reason.
Also.. That 20% would have to include men who were financially sufficient which would make up a pretty large chunk with the above.
So yeah. BS statistic doesn't stand up on the face of it.