Elastic Net을 활용한 특성화고 졸업생의 대학 진학 관련 변인 탐색
Exploring Variables on College Entrance among Vocational High Schools Graduates using Elastic Net
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초록

This study aims to explore the determinants that affect the college admissions of graduates of vocational high schools and analyze their characteristics. The factors affecting whether or not to go to college were examined using the Korea Education and Employment Panel Ⅱ(KEEPⅡ) data. The analysis was conducted targeting 1,141 vocational high school graduates. Analysis variables based on prior research were high school life, career education and activity experience, employment guidance, private education, and after-school school, field experience and field practice, family life, parent's educational background, economic activity status, downtime life, career plan, and occupation. When Elastic Net was applied, 54 variables were chosen and found to be suitable. Consequently, the analysis results showed that in the case of the individual area, 14 variables were selected, including the size of the residential area, family economic condition and personality, worries about appearance/physical concerns, and downtime time activities. For the family area, a total of six variables were selected, including activities with the parents(guardians), the male guardian's final educational background, and monthly allowance. School and career areas include high school life satisfaction, career education, and activity experience, employment guidance, private tutoring, paid work experience, and desired education level were selected for 34 variables. Based on the results of this study, a plan for career guidance and future direction setting for vocational high schools was suggested.

키워드

Vocational High SchoolsCollege EntranceKorean Education & Employment PanelPenalty RegressionElastic Net특성화고대학 진학한국교육고용패널패널티 회귀Elastic Net
제목
Elastic Net을 활용한 특성화고 졸업생의 대학 진학 관련 변인 탐색
제목 (타언어)
Exploring Variables on College Entrance among Vocational High Schools Graduates using Elastic Net
저자
장하연이영민
DOI
10.37210/JVER.2022.41.4.45
발행일
2022-08
저널명
직업교육연구
41
4
페이지
45 ~ 66