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Study of child abuse families using logistic regression models
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로지스틱회귀모형을 활용한 아동학대 가족의 연구

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Type
Academic journal
Author
Journal
The Korean Data and Information Science Society Journal of the Korean Data And Information Science Society Vol.27 No.5 KCI Excellent Accredited Journal
Published
2016.10
Pages
1,327 - 1,336 (10page)

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Study of child abuse families using logistic regression models
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Most cases of child abuse in South Korea are caused by parents in the family home. Currently, these types of incidents are growing. Child abuse creates irreparable damage to a child’s development and its effects are prolonged. This damage can create a maladjusted adolescent and adult criminal acts. Because of this damage and the long lasting effects on a person and society as a whole, special attention needs to be paid to this pressing issue. South Korea’s rapidly changing social environment has created a variety of new family forms including dual-income families and single-parent families. With the current economic downturn and accompanying employment instability, many families exist in uneasy financial and emotional states. The children in these stressful family environments are the most vulnerable and live in risk of experiencing physical or psychological abuse from their parents. In the context of significant and often difficult social changes, this study identifies the characteristics of child abuse based on family status and parental mental health.
#로지스틱 회귀모형 #변수선택 #의사결정나무 #Decision tree #logistic regression #variables selection

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References (29)

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[단행본] - Berk, L. E. / 2006 / Child Development / Pearson google schola [학술지(정기간행물)] - Buehler, C. / 2002 / Marital conflict, ineffective parenting and children’s and adolescents’maladjustment / Journal of Marriage and Family 64 : 78 ~ 92 google schola [학술지(정기간행물)] - Brezina, T. / 1998 / Adolescent maltreatment and delin-quency：The question of intervening processes / Journal of Research in Crime and Delinquency 35 : 71 ~ 79 google schola [학술지(정기간행물)] - 장영재 / 2014 / 회귀나무 모형을 이용한 패널데이터 분석 / 한국데이터정보과학회지 25 (6) : 1253 ~ 1262 dbpia [학술지(정기간행물)] - 도현심 / 2011 / 부부갈등과 어머니의 분노가 아동학대에 미치는 영향 / 아동학회지 32 (5) : 85 ~ 101 dbpia

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