Data Mining을 이용한 초등학생의 삶의 만족도에 대한 보호요인 및 위험요인 탐색The Investigation of Protective Factors and Risk Factors in Elementary Students' Life Satisfaction Using Data Mining
- Authors
- 이주리
- Issue Date
- 2009
- Publisher
- 한국아동학회
- Keywords
- 데이터마이닝; 초등학생의 삶의 만족도; 보호요인; 위험요인; Data Mining; Elementary Students' Life Satisfaction; Protective Factor; Risk Factor
- Citation
- 아동학회지, v.30, no.1, pp 11 - 25
- Pages
- 15
- Journal Title
- 아동학회지
- Volume
- 30
- Number
- 1
- Start Page
- 11
- End Page
- 25
- URI
- https://scholarworks.bwise.kr/cau/handle/2019.sw.cau/32640
- ISSN
- 1226-1688
2234-408X
- Abstract
- This study aimed to investigate protective factors and risk factors in elementary students' life satisfaction. Participants were 2844 (1524 boys, 1320 girls) children who grades were 4th, 5th, 6th in KYPS (Korea Youth Panel Survey). Data mining decision tree model was performed with sex, appearance, delinquency, family income, attachment to parents, parental monitoring, attachment to teachers, academic achievement, peer delinquency, and attachments to peer. The results revealed that:(1) For 4th graders, academic achievement, attachment to parents, and appearance were significant predictors for life satisfaction. (2) For 5th graders, attachment to parents, academic achievement, parental monitoring and appearance were significant predictors for life satisfaction. (3) For 6th graders, attachment to parents, appearance, parental monitoring and delinquency were significant predictors for life satisfaction. Protective factors and risk factors were changed according to interactions between significant independent variables. These results suggest that children's diverse conditions should be considered individually in programs for children's life satisfaction.
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