Yes. I read some study that stated that, contrary to popular belief, stock selling by insiders is not very informative (due to noise from liquidity needs that stem from personal finance) - whereas stock purchasing is quite so. If someone aggresively moves to buy something (s)he deeply knows, there is something to it.