This article provides an overview of cases wherein the journal Impact Factor was manipulated; and attempts explaining the possible causes thereof. The discussion is focused on the Lithuanian scientific community with some parallels drawn to a similar situation in China. The article argues that certain science administration practices may undercut the self-governance of science based on academic ethics.