I'm suprised the post and comments here do not cite the famous Nature paper by S. Carlson - "A Double-blind Test of Astrology" - which performed a very similar experiment 40 years ago.
(and yes, astrology didn't work back then too)
(and yes, astrology didn't work back then too)