Predicting Retention in Online General Education Courses

被引:97
作者
Morris, Libby [1 ]
Wu, Sz-Shyan [1 ]
Finnegan, Catherine [2 ]
机构
[1] Univ Georgia, Inst Higher Educ, 202 Meigs Hall, Athens, GA 30602 USA
[2] Board Regents Univ Syst Georgia, Adv Learning Technol, Atlanta, GA USA
关键词
D O I
10.1207/s15389286ajde1901_3
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
A classification rule was developed to predict undergraduate students' withdrawal from or completion of fully online general education courses. A multivariate technique, predictive discriminant analysis (PDA), was used. High school grade point average and SAT mathematics score were shown to be related to retention in the online university courses. Locus of control and financial aid were able to identify dropout and completion with 74.5% accuracy.
引用
收藏
页码:23 / 36
页数:14
相关论文
共 23 条
[1]   PREDICTING UNDERACHIEVEMENT IN BUSINESS STATISTICS [J].
AHMADI, M ;
RAISZADEH, FME .
EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT, 1990, 50 (04) :923-929
[2]  
Andreu M., 2002, COMMUNITY COLL J RES, V26, P333
[3]  
Carr S, 2000, CHRONICLE HIGHER ED, V4, pA39
[4]  
Diaz D., 2002, TECHNOLOGY SOURCE
[5]  
Dille B., 1991, AM J DISTANCE ED, V5, P24, DOI [10.1080/08923649109526729, DOI 10.1080/08923649109526729]
[6]  
Ehrman M, 1990, AM J DISTANCE ED, V4, P10, DOI https://doi.org/10.1080/08923649009526688
[7]   Comparing linear discriminant function with logistic regression for the two-group classification problem [J].
Fan, XT ;
Wang, L .
JOURNAL OF EXPERIMENTAL EDUCATION, 1999, 67 (03) :265-286
[8]  
Fjortoft N., 1995, MIDW ED RES M OCT CH
[9]  
Huberty C., 1994, APPL DISCRIMINANT AN
[10]  
HUBERTY C, 2003, THE JOURNAL OF EXPER, V71, P177