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8192430
An Information Processing Approach to Student Retention: A Multivariate perspective
Description
Mapa mental Examenes calificadores
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education
engineering
calificadores
Mind Map by
Danilo Rojas
, updated more than 1 year ago
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Created by
Danilo Rojas
over 7 years ago
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Resource summary
An Information Processing Approach to Student Retention: A Multivariate perspective
Identification of most relevant factors for student retention
First year student
Adams, Banks, Davis & Dickson, 2010;
Hodges et al., 2013;
Willcoxson et al., 2011).
Kairamo, 2012
Minority groups
Gonyea, Shoup & Kuh, 2008
Carter, 2006
Heilig & Darling-Hammond, 2008
Allen (1999)
Womens in engineering
student retention/attrition
Grebennikov & Shah, 2012;
Lodge, 2011
Roberts, McGill & Hyland, 2012
Demetriou & Schmitz-Sciborski, 2011
Troxel, 2010
Student retention models
Spady, 1970,
Tinto, 1975, 1993
Bean’s Student Attrition Model (1980, 1982
Bean & Metzner, 1985
Multivariate techniques for student retention
Factors identifications
Correlation Analysis
Prediction
Machine Learning and Data Mining
2016 - Use Educational Data Mining to Predict Undergraduate Retention
Neuronal Networks
Regression alaysis
Astin and his colleagues (1987)
Tross et al. (2000)
Tross et al. (2000)
Logistic regression modeling
Survival Analysis
2016 - Survival Analysis based Framework for Early Prediction of Student Dropouts
2016 - Predictors of Retention and Achievement in a Massive Open Online Course
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