"... price rise could also be about the (new) board member with his personal sphere of influence."

That's entirely possible, though his taking-down of shares in a private placement, and possibly bringing friends on board must be a positive development done in expectation of profit.  Therefore, the more such buying, the better.  Bring 'm on!

t