A system for determining a cause of lateness of a print job may include a computing device and a computer-readable storage medium in communication with the computing device. The computer-readable storage medium may include one or more programming instructions for identifying a late print job, identifying a plurality of document production stations that processed at least a portion of the late print job, determining an associated contribution value representing a contribution of the document production station to the lateness, determining sources of the lateness, displaying a first visual depiction that visually depicts a measure of a contribution of each of the identified document production stations to a collective lateness of the print shop, receiving a user selection of one of the document production stations and a time period, and displaying a second visual depiction of one or more print jobs processed by the document production station during the time period.