Classification of University Freshmen's Adaptation and Exploration of Influencing Factors through Latent Profile Analysis: Focusing on the Case of K University

This study identifies latent profile types of university freshmen's adaptation and examines differences in adaptation levels and influencing factors. A total of 3,601 freshmen from K University were assessed for self-control, goal orientation, self-esteem, academic stress, close interpersonal relationships, and family support. Latent profile analysis, ANOVA, and regression analysis revealed three adaptation types: low-capacity, mid-capacity, and high-capacity groups. The low-capacity group showed significantly lower adaptation levels, while no differences were found between mid- and high-capacity groups. Academic stress was the strongest predictor of adaptation across profiles, with self-esteem playing a more critical role in the low-capacity group. These results provide insights for effective, tailored adaptation support strategies.

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Publication Details

Journal
The Association of Korea Counseling Psychology Education Welfare
Published
2024-12-31
DOI
https://doi.org/10.20496/cpew.2024.11.6.27
Primary Topic
Technology and Data Analysis
Type
article
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article

Classification of University Freshmen's Adaptation and Exploration of Influencing Factors through Latent Profile Analysis: Focusing on the Case of K University

Hey-Sook RHO
The Association of Korea Counseling Psychology Education Welfare
Technology and Data Analysis
article

Classification of University Freshmen's Adaptation and Exploration of Influencing Factors through Latent Profile Analysis: Focusing on the Case of K University

Hey-Sook RHO
article en

Abstract

This study identifies latent profile types of university freshmen's adaptation and examines differences in adaptation levels and influencing factors. A total of 3,601 freshmen from K University were assessed for self-control, goal orientation, self-esteem, academic stress, close interpersonal relationships, and family support. Latent profile analysis, ANOVA, and regression analysis revealed three adaptation types: low-capacity, mid-capacity, and high-capacity groups. The low-capacity group showed significantly lower adaptation levels, while no differences were found between mid- and high-capacity groups. Academic stress was the strongest predictor of adaptation across profiles, with self-esteem playing a more critical role in the low-capacity group. These results provide insights for effective, tailored adaptation support strategies.

The Association of Korea Counseling Psychology Education WelfareVol. 11(6)
Openalex Percentile: Top 57%
Technology and Data Analysis
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