원격고등교육에서 성인학습자의 중도탈락에 관한 로지스틱 회귀분석
Logistic Regressions Analysis of the Dropout of Adult-Learners in Higher Distance Education
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초록

This study explored the factors that influence adult learners attending an institute of higher distance education, on their drop-out or academic persistence in the first semester. To do this, university administrative data, such as admission applications, academic activities(e.g., the numbers of assignments submitted, attendance to class etc), and academic results(e.g., GPA, scholarships), was analysed. First, the collected data of 43,669 students were analysed to confirm trends with frequency analysis followed by the difference analysis of each factor depending on whether to register for the second semester through the frequency analysis and descriptive statistics, and finally the logistic regressions analysis was conducted to determine the factors affecting the registration status of the second semester. As results, individual characteristics (e.g., gender, grade, major etc.), learning activities (e.g., the number of assignments submitted etc.) and learning results (e.g., GPA, scholarships) of adult learners were derived ad decisive factors in the academic persistence of adult learners. Based on these results, the implications were discussed.

키워드

higher distance educationadult learnersacademic persistencedrop-outlogistic regressions analysis원격고등교육성인학습자학업지속중도탈락로지스틱 회귀분석
제목
원격고등교육에서 성인학습자의 중도탈락에 관한 로지스틱 회귀분석
제목 (타언어)
Logistic Regressions Analysis of the Dropout of Adult-Learners in Higher Distance Education
저자
권선아김명진서희정김민정
DOI
10.26857/JLLS.2020.11.16.4.149
발행일
2020-11
저널명
평생학습사회
16
4
페이지
149 ~ 169