What factors led to the convention replacing the caucus as a widely used nominating method?

Different groups within political parties may have different goals isn the presidential nominating process. but of course, all parties are surely interested in winning the election, but depending on one whether one is a leader, or maybe even an activist, this goal may conflict with other purposes of the political parties.