For years my Tory candidate had been Damian Green but a year or two back there were constituency border changes and Damian Collins became the option - we didnt get a choice so I reckon it's the party that you vote for first and the candidate second.
Its always been a party, based on the manifesto, I've voted for. If the local candidate has been obnoxious, and there was one, I've abstained.