This essay derives from roundtable discussions of teams from seven research universities involved in a Knight Collaborative Engagement on Academic Indicators and Information Systems to Guide Resource Decisions. While colleges and universities are built on the premise that good data, well tested by an often adversarial process of discovery and…

Ways that higher education institutions can improve their compliance procedures in responding to external requests for reports and information are addressed. Institutional officers must first determine how the data will be used by the external agency. By questioning how the requested information will be used, a determination can be made of what…