This irrational behaviour is driven by a need for consistency. After all, consistency signifies credibility. We find contradictions abominable. If we decide to cancel a project halfway through, we create a contradiction: we admit that we once thought differently. Carrying on with a meaningless project delays this painful realisation and keeps up appearances.