First, the university, a public institution of about 40,000 students in Ohio, needed to comply with the Voluntary System of Accountability (VSA), which requires that state institutions provide data about graduation rates, tuition, student characteristics, and student learning outcomes, among other measures, in the consistent format developed by its two sponsoring organizations, the Association of Public and Land-grant Universities (APLU), and the Association of State Colleges and Universities (AASCU).