<p>Clear communication and establishing expectations with the students/stakeholders/ employers&nbsp; in the beginning is important. Also it is everyone responsibility to participate in the continuous improvement process in the verification program.&nbsp; of developing ways to prevent error in data collection. There should also be checks and balances (QA) process. It is everyone's responsibility for data integrity&nbsp; &nbsp;</p> <p>&nbsp;</p> <p><span>&nbsp;</span></p> <p>&nbsp;</p>