Yes, it will certainly have some effect.  Now, if taxes didn't exist, some ability to fund research would be lost too.  I'm not convinced that the increased generosity would make up for that.

Just for your puzzlement/horror: 

http://news.bbc.co.uk/2/hi/europe/8321967.stm