Probably the only single Moms are Qatari that have been divorced by their husbands or whos husbands have passed away. There may be the occasional non Qatari Arab single for the same reason but most of those will probably have left the country.
The government will only assist nationals and they probably receive assitance with rent.
I leave it to one of the Qataris to correct me if required.