I also support this position. I notice many comments seem to support a tax system. It will cost millions to set up the tax system, only to take back money the state is handing out in the form of a dividend. That makes little sense to me. Further, in the midst of a recession, more tax load on the people, particularly those who own businesses and create jobs, doesn't seem too wise to me. 
Create a progressive reduction of the dividend if you want; even that would be better than an income tax.