Communication is key to elicit buy-in and collaboration from these stakeholders (students, graduates, employers and institution) which is necessary for successful data collection.
Clean, comprehensive data is critical.
Implement workflows and processes to ensure the integrity, maintenance, retrieval and auditing of all collectible data.