The Long March (psychology of a movement)

If the need for the Long March really arose because Mao and his allies had purged the party so much that it could no longer hold its base area and was forced to flee, how did this purge change the party? Were the kind of people drawn to the organization different before and after? If the culture of the organization changed, would it not attract a different kind of person?