성인학습자 대학생의 중도탈락 의도 예측모형

Prediction Model of Adult Undergraduate Students’ Dropout Intention
  • 윤규원

초록

The purpose of this study is to establish a prediction model by searching for factors influencing adult undergraduate students' dropout intention. The effects of individual factors (demographic variables) and university factors (college life variables) on dropout intention were explored by applying multiple logistic regression analysis, stepwise logistic regression analysis, and mediation effect analysis. The research results are as follows. Firstly, university factors such as school year, university commitment, and scholastic ability were found to be significant variables in dropout intention. The second school year, the lower university commitment, and the lower scholastic ability lead to the higher intention to drop out. Secondly, it was found that interaction with professors, peer relation, major satisfaction, and university reputation had an effect on dropout intention through university commitment as a full mediation variable. By applying the dropout intention prediction model developed in the research, it is possible to specifically predict the probability of dropout intention and classify the dropout intention. Follow-up researches based on implications derived from this study are recommended. First, it is suggested to conduct a path analysis reflecting the moderation effect and mediation effect by exploring the effect of demographic variables on dropout intention in various ways. Second, it is necessary to analyze the difference in factors influencing the intention to drop out between adult undergraduate students and school-age college students.. Third, it is needed to explore the causes for the high dropout intention of the second school year of adult undergraduate students.

키워드

adult learner; dropout intention; influencing factor; stepwise logistic regression; mediation effect; 성인학습자 대학생; 중도탈락 의도; 중도탈락 영향요인; 단계적 로지스틱 회귀분석; 매개효과
제목
성인학습자 대학생의 중도탈락 의도 예측모형
제목 (타언어)
Prediction Model of Adult Undergraduate Students’ Dropout Intention
저자
윤규원
발행일
2025-04
유형
Y
저널명
평생교육 · HRD연구
권
21
호
2
페이지
225 ~ 257