The University of Michigan's information technology division has undertaken a data administration function and strategic planning process to ensure the accuracy, integrity, reliability, and accessibility of the institution's data resources. These support both current decision making and future attainment of institutional goals and objectives. (MSE)

To increase the value of administrative information for universitywide decision making, the office of institutional research at Virginia Polytechnic Institute and State University has undertaken a project to standardize data elements and codes across all administrative systems and institutionalize an ongoing standardization process. (Author/MSE)