Understanding effectiveness of training & development PIP (Pursuing Independent Paths) is a charity supporting adults with learning disabilities to achieve their potential. PiP had begun to collect lots data on the effectiveness of training & development interventions, however they did not have an easy way to aggregate and analyse the data to understand trends and overall effectiveness. This was necessary to provide assurance internally, for external funding bodies and to provide feedback to students.