Sharing Data Corrupts Wisdom of Crowd

Some experiments are showing that sharing information makes a knowledge pool less diverse and leads to worse results.  In a test we saw something similar, but we were looking for the influence of  management or other known expert opinion on the wisdom of the crowd.