초등학교 3학년 아동의 미디어기기 중독 영향요인 탐색에 관한 연구: 의사결정나무 분석법의 적용

• 영문명: A Study on the Exploration of Factors Influencing Media Device Addiction in Third Grade Students: Application of Decision Tree Analysis Method
• 발행기관: 한국보육지원학회
• 저자명: 이경진(Kyungjin Lee) 권연희(Yeonhee Kwon) 황아람(Aram Hwang)
• 간행물 정보: 『한국보육지원학회지』제18권 제5호, 79~99쪽, 전체 21쪽
• 주제분류: 사회과학 > 사회복지학
• 파일형태: PDF
• 발행일자: 2022.10.31

영문 초록

Objective: This study was conducted to examine the significant factors affecting media device addiction using the data mining technique for large-scale data from the Panel Study on Korean Children Survey (PSKC). The PSKC data of this study were gathered from the elementary school students in their 10th survey (1,286 3rd grade students). Methods: The SPSS 21.0 program was used for data mining decision tree analysis, and the results are as follows. Results: First, the most important predictor of media device addiction was planning-organization which was among the sub-factors of executive function. Second, as a result of the decision tree analysis, the children with the highest probability of addiction to media devices were ones that had difficulties in planning and organizing, had mothers with a permissive parenting attitude felt difficulties in controlling behavior, and were alone at home for more than two hours a day without any adult supervision. Conclusion/Implications: The results of this study can help guide the direction of future research related to children's addiction to media devices by exploring and analyzing factors that significantly affect children's addiction to media devices.

목차

I. 서 론

Ⅱ. 연구방법

Ⅲ. 결과 및 해석

Ⅳ. 논의 및 결론

키워드

Panel Study on Korean Children Survey decision tree analysis media device addiction executive function