This was the biggest reason: "George W. Bush, despite all his recent bravado about being an apostle of small government and budget-slashing, is the biggest spending president since Lyndon B. Johnson. In fact, he's arguably an even bigger spender than LBJ."
It hurt the GOP with its base.