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http://dx.doi.org/10.9723/jksiis.2022.27.4.081

A Study on Factors Affecting College Dropout Intention: An Hybrid Approach of Topic Modeling and Structural Equation Modeling  

Kim, Jae Kyung (한남대학교 경영정보학과)
Publication Information
Journal of Korea Society of Industrial Information Systems / v.27, no.4, 2022 , pp. 81-92 More about this Journal
Abstract
In this study, interview scripts written in the dropout application was analyzed using BERTopic,, and parental influence, academic adaptation, university dissatisfaction was derived as major topics. An empirical study was conducted through a survey of 199 current students with researchmodel composed of those factors affecting dropout intention. The result shows that parental influence had a negative effect on academic adaptation and university satisfaction. Academic adaptation and university satisfaction had a negative effect on the dropout intention. parental influence did not directly affect the dropout intention, but had an indirect positive effect through academic adaptation and university/major satisfaction. The result shows that university satisfaction and academic adaptation is important factor to lower the dropout intention of students who chose current university by parental influence.
Keywords
Dropout intention; University satisfaction; Academic adaptation; Parental influence; Topic modeling; BERTopic;
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