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Baneres, David; Rodriguez-Gonzalez, M. Elena; Guerrero-Roldan, Ana Elena – IEEE Transactions on Learning Technologies, 2023
Course dropout is a concern in online higher education, mainly in first-year courses when different factors negatively influence the learners' engagement leading to an unsuccessful outcome or even dropping out from the university. The early identification of such potential at-risk learners is the key to intervening and trying to help them before…
Descriptors: Prediction, Models, Identification, Potential Dropouts
Gilbert, Charles C.; Lueck, Lowell A. – 1976
Several traditional approaches to studying the student dropout are outlined. They include data collection on reasons given for dropping out and characteristics of dropouts, as well as follow-up study. The use of the National Center for Higher Education Management Systems (MCHEMS) Student Flow Model (SFM) is described to show how students could be…
Descriptors: College Freshmen, College Students, Data Analysis, Dropout Characteristics
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Terenzini, Patrick T.; Pascarella, Ernest T. – Research in Higher Education, 1977
The validity of Tinto's (1975) theory of student attrition, which asserts that withdrawal relates most directly to students' integration in the social and academic systems of an institution, is examined. This study supports that theory and also suggests that informal interaction with faculty plays an important role as well. (Editor/LBH)
Descriptors: Attrition (Research Studies), College Freshmen, Dropout Research, Higher Education
Porter, John D.; Matt, Joseph J. – 1983
A model was developed at Arizona State University (ASU) to simulate the effect of President Reagan's proposed 1983 cuts in student financial aid in terms of programs and student credit hour load. The model allows administrators to simulate the impact on various student groups. The analysis involved 3,141 full-time undergraduates with financial aid…
Descriptors: Academic Persistence, College Programs, Federal Aid, Financial Needs