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Luan, Jing; Zhao, Chun-Mei; Hayek, John C. – Association for Institutional Research (NJ1), 2009
Data mining provides both systematic and systemic ways to detect patterns of student engagement among students at hundreds of institutions. Using traditional statistical techniques alone, the task would be significantly difficult--if not impossible--considering the size and complexity in both data and analytical approaches necessary for this…
Descriptors: Higher Education, Institutional Research, Data Collection, Institutional Mission
Chambers, Stephen; Gerek, Mary Louise – Association for Institutional Research (NJ1), 2007
Institutional research is the sum total of all activities directed at describing the full spectrum of functions (educational, administrative, and support) occurring within a college or university. Institutional research activities examine those functions in their broadest definitions, and embrace data collection and analytical strategies in…
Descriptors: Institutional Research, Data Collection, Decision Making, Knowledge Level