It's just speaking to the idea of pack mentality. It's ingrained in us to go with the flow because we're a social species. So, if someone else makes a mistake, it's not nearly as bad if we make a mistake as well. On the flip-side, if you're the only person around, you can't rely on anyone else and it forces you to think about things.

It's not always true of course; just a colloquialism.