Spoiler: It could be both
There is an old saying in purchasing: You get yelled at for having too much inventory; you get fired for not having what you need. I think this perfectly describes the situation the purchasing department finds themselves in when they don’t have good data on what to buy. They do what any of us do when we must make a decision without having enough information – we guess. It may be an educated guess, but it is a guess nonetheless.