Yes, as it isn't supplying enough fuel. There's a few threads on this, high RPM power loss and engine stutter and after the basics have been checked like plugs, leads etc it is always the fuel pump that is at fault.

Definately get a second opinion by the way of a fuel pressure test first though, as the pumps aren't cheap!