Others suggested McCain's party may have erected too many obstacles for him to overcome with Hispanics.

"To me, the decision for the Republicans to demonize immigrants has been one of the greatest strategic mistakes of a political party in modern times," said Simon Rosenberg, a Democratic strategist.

"It's putting the Republican Party on the wrong side of what is one of the defining demographic changes in 21st-century America."