Journal of the Korea Academia-Industrial cooperation Society (한국산학기술학회논문지)

The Korea Academia-Industrial cooperation Society (한국산학기술학회)
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Estimating the Longitudinal Change in Academic Achievements of Multicultural Adolescents by Piecewise Growth Modeling

분할함수 성장모형을 활용한 다문화 청소년의 학업성취 변화 추정 및 예측요인 탐색

  • Yeon, Eun Mo (College of Basic Studies, Yeungnam University) ;
  • Choi, Hyo-Sik (Department of Education, Chuncheon National University of Education)
  • Received : 2020.02.24
  • Accepted : 2020.07.03
  • Published : 2020.07.31
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Abstract

The purpose of this study is to estimate the longitudinal changes in the academic achievement of Korean adolescents who transition from elementary to middle school and examine the individual and social factors of the changes using piecewise growth modeling. For this study, the Multicultural Adolescents Panel Study (MAPS) data from 1st to 6th waves (4th-9th grade) were used. The results are as follows. First, the results showed that the piecewise growth function was the most appropriate method to explain changes in the academic achievement of Korean adolescents with respect to the time of vacation. Second, adolescents' academic achievement declined constantly and was greater for middle school students. Third, parental efficacy, self-esteem, and support from friends had a significant positive effect, while uninvolved parenting and acculturation stress had a significant negative effect on the initial value of academic achievement. Self-esteem and support from friends in the 4th grade prohibit its decline in the first change rate of academic achievements. Meanwhile, acculturation stress for 4th-grade students accelerates the decline of academic achievement.

본 연구의 목적은 분할함수 성장모형에 기초하여 초등학교 시기와 중학교 시기의 학교급 전환기를 거치는 과정에서 다문화 청소년의 학업성취 변화양상이 어떻게 나타나는지 확인하고, 이에 영향을 미치는 부모, 개인, 친구 변인을 탐색하는 것이다. 다문화청소년패널연구의 1차년도(2011년, 초4)부터 6차년도(2016년, 중3)까지의 6년 동안의 자료를 사용하여 분할함수 성장모형 분석을 하였으며, 분석 결과는 다음과 같다. 첫째, 학업성취는 초등학교 6학년 시기를 기준으로 하여 초등학교 시기(초4-초6), 중학교 시기(초6-중3)로 변화율을 다르게 추정하는 분할함수 성장모형이 무변화, 선형변화, 이차변화 성장모형보다 타당한 것으로 나타났다. 둘째, 무조건 분할함수 성장모형 분석 결과, 다문화 청소년의 학업성취는 초등학교 시기와 중학교 시기 모두 감소하는 특징이 있는 것으로 확인되었으며, 중학교 시기의 감소폭이 더 큰 것으로 나타났다. 셋째, 조건 분할함수 성장모형 분석 결과, 학업성취 초기치(초4)는 부모효능감, 자아존중감, 친구의 지지 수준이 높을수록, 방임적 양육태도, 문화적응스트레스 수준이 낮을수록 높은 것으로 나타났다. 변화율 1(초등학교 시기)에는 초등학교 4학년 시기의 자아존중감과 친구의 지지가 학업성취의 감소 패턴을 억제하는 효과가 있는 것으로 나타났으며, 변화율 2(중학교 시기)에는 초등학교 4학년 시기의 문화적응스트레스가 중학교 시기의 학업성취 감소 패턴을 증가시키는 효과가 있는 것으로 나타났다.

Keywords

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