Top Ohio Republicans and aides to Mitt Romney's presidential campaign remain flabbergasted over what went wrong Tuesday in a do-or-die state they thought they would win all the way up to the final hours.

Was it a failed voter-turnout operation? An unforeseen surge in African-American voters? A lack of real love for the candidate?

Ohio Republicans...