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Kelli A. Bird; Benjamin L. Castleman; Zachary Mabel; Yifeng Song – Annenberg Institute for School Reform at Brown University, 2021
Colleges have increasingly turned to predictive analytics to target at-risk students for additional support. Most of the predictive analytic applications in higher education are proprietary, with private companies offering little transparency about their underlying models. We address this lack of transparency by systematically comparing two…
Descriptors: At Risk Students, Higher Education, Predictive Measurement, Models
McGuire, Katherine A. – Association for Institutional Research, 2017
Data quality has become a pressing issue for many campuses in recent years, as colleges struggle to extract timely, accurate, and consistent information from ever-proliferating institutional data sources in order to meet strategic decision-making and accountability demands. In this mixed methods study, a survey and semi-structured interviews were…
Descriptors: Institutional Research, Data, Quality Assurance, Data Collection
American Association of Collegiate Registrars and Admissions Officers (AACRAO), 2017
This 60-Second survey (Appendix A) was a partnership between the American Council on Education (ACE) and AACRAO. Colleges and universities have invested in the use of data analytics to improve student outcomes, close attainment gaps, and improve organizational performance. As environmental conditions continue to evolve, the pressure to do so in…
Descriptors: Data, Institutional Research, Opinions, Access to Information
Lillibridge, Fred; Swing, Randy L.; Jones, Darlena; Ross, Leah Ewing – Association for Institutional Research, 2016
The Association for Institutional Research (AIR) is engaged in a variety of efforts to document the current state of institutional research. In 2012, the Association initiated a critically important effort to identify the tasks involved in the work of institutional research (IR) across all titles and variations represented in its membership. This…
Descriptors: Institutional Research, Definitions, Leadership, Research Directors
Bryant, Rebecca; Clements, Anna; de Castro, Pablo; Cantrell, Joanne; Dortmund, Annette; Fransen, Jan; Gallagher, Peggy; Mennielli, Michele – OCLC Online Computer Library Center, Inc., 2018
In order to examine how research institutions worldwide are applying research information management (RIM) practices, OCLC Research partnered with euroCRIS to conduct a web-based survey that was administered from October 2017 through February 2018, yielding 381 responses from 44 countries, demonstrating the global nature of research information…
Descriptors: Information Management, Online Surveys, Cross Cultural Studies, Specialists