• Title/Summary/Keyword: Child-Abuse

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Understanding Child Abuse Based on Big Data Analysis -A Basic Study on the Development of Machine Learning Algorithm- (빅데이터 분석에 기반한 아동학대의 이해 -머신러닝 알고리즘 개발 기초연구-)

  • Bae, Jungho;Burm, Eunae
    • Journal of Internet of Things and Convergence
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    • v.8 no.4
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    • pp.57-63
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    • 2022
  • The purpose of this study is to provide basic data on policy development using big data analysis and machine learning algorithms as part of preparing measures to prevent child abuse. In order to analyze big data for developing machine learning algorithms to prevent child abuse, frequency analysis, related word analysis, and emotional analysis were performed after defining academic databases and social network service data as big data. related words, and emotional analysis were conducted. As a result of the study, a preventive child abuse algorithm can be developed by preparing a data collection and sharing network system to prevent child abuse from the perspective of children affected by child abuse, perpetrators, and government authorities. Although it will be possible by institutionalizing infant self-esteem, depression, and anxiety tests with clues that depression and anxiety appear due to a decrease in self-concept in the characteristics of children affected by child abuse. We suggest that continuous progress of big data collection and analysis and algorithm development research to prevent child abuse, and expects that effective policies to prevent child abuse will be realized to eradicate child abuse crimes.

Adolescent Children's Domestic Violence Exposure & Psycho-social Maladjustment - Focusing on Middle School Student Children's Wife Abuse Witnessing and Child Abuse Victim - (청소년기 자녀의 가정폭력 노출과 심리사회적 부적응 -중학생 자녀의 아내학대 목격과 자녀학대 피해를 중심으로-)

  • 김정란
    • Journal of Families and Better Life
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    • v.21 no.5
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    • pp.171-180
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    • 2003
  • The purpose of this study is to examine how adolescent children's exposure experience of domestic violence influences their psycho-social maladjustment. The SPSS 10.0 for Windows was used to analyze data obtained through 589 adolescents who attend middle school in Gwangju area. Major findings are as follows: 1. Domestic violence exposure in adolescent children was considerably serious; 84.4% child abuse by parents, 66.0% witness of father-to-mother abuse. 2. Child abuse and wife abuse had close relation in occurrence and severity. 3. Internalizing problems, externalizing problems, and social competence of adolescents were different by the victim of child abuse, the witness of wife abuse, and the style of domestic violence exposure. 4. Domestic violence exposure had a positive impact on the adolescent children's psycho-social maladjustment.

Analysis of Precedents Related with Child Abuse to Protect Rights of Children (아동권리보호를 위한 아동학대 관련 판례분석)

  • Park, Yeonju
    • Korean Journal of Social Welfare
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    • v.66 no.2
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    • pp.31-49
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    • 2014
  • The purpose of this study is to analyze precedents related with child abuse for protection of the rights of the child. There should be the law related with 'punishment for child abuse,' which is the grounds of punishment, to make a precedent in the law punishing for 'child abuse,' but there is the concept only for 'child abuse' in the Child Welfare Law, the fundamental law; therefore, for a direct judgment for punishment, only precedents of 'child abuse' related with loss of parental rights and judgements for criminal cases, civil cases and laws covering special cases have been made. For that reason, 'the special law related with punishment for child abuse cases' is desperately required (On last December 23, 2013, the special law related with punishment for child abuse cases passed the National Assembly). Hence, precedent analysis had performed by grouping precedent from 2000 to 2013 which were not judged as child abuse in trial but can be regarded as child abuse. When analyzing each precedent according to the contents of analysis and judgment by fact relevance in this study, problems which the current legislative system has were deducted through an implication of each case by diagnosing using diagraming after classifying lower instance terminated cases, which precedents of the Supreme Court and judgments sent to the Supreme Court were excluded, while excluding cases settled in the civil level and classifying analysis of civil case precedents which did not become a criminal case and completed as a civil case, analysis of criminal case precedents, classification of precedents of loss of the parental rights (regarding child abuse) and precedents of any other special laws. And compensatory tasks for special laws regarding punishment of child abuse were presented while suggesting compensatory tasks for the legislation regarding deducted problems.

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About Child Abuse A Study on the Perception of Parents and Early Childhood Teachers (아동학대에 대한 학부모와 유아교사의 인식 차이)

  • Ha, Jung-Sun;Kim, Yong-sook
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.4
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    • pp.189-196
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    • 2019
  • The purpose of this study was to analyze the perception of child abuse by parents and early childhood teachers. For this purpose, a questionnaire survey was conducted with parents and early childhood teachers belonging to kindergarten in G district. The frequency, percentage, mean and standard deviation were calculated using the SPSS 21.0 program, and the t-test and the ${\chi}^2$ test were used to obtain data on child abuse(physical, language, emotion and thinking, neglect, preventive measure, improvement plan). The results of this study are as follows: First, the difference of perception about child abuse was higher in early childhood teachers than parents. Recognition of subordinate content is neglected in both parents and early childhood teachers, body, emotion and thinking, and language. Second, parent awareness of child abuse prevention education and participatory seminar education was more perceived than subcontent of preventive measures. The awareness and satisfaction of child abuse preventive education, the awareness of the legal role and function of the child protection agency, the mandatory reporting of child abuse, and the perception of the obligor were more perceived by early childhood teachers. Third, the subcontracting of the child abuse improvement measures, the provision of child abuse preventive education and provision of data, the actual situation of child abuse through mass media and promotion of measures, expansion of child abuse prevention education using mass media, Teachers were more aware of education. These results are expected to provide basic data on understanding and recognition of the prevention of child abuse by parents and early childhood teachers.

Children's Perception of Interparental Conflict, Child abuse, and Children's Depression (자녀가 지각한 부부갈등, 자녀학대 및 자녀의 우울)

  • Kim, Jeong-Ran
    • Korean Journal of Human Ecology
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    • v.13 no.5
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    • pp.683-690
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    • 2004
  • This study was designed to investigate the relationship among perceptions of interparental conflict, child abuse, and children's depression. The subjects for this study include 964 children who live in Gwangju city and Jeonnam area. The results of this study are as follows: First, conflict characteristics have a significant influence on child abuse. Second, conflict characteristics and child abuse significantly influence the appraisals of self-blame and threat. Third, conflict characteristics indirectly affect the children's depression. Child abuse and appraisals of self-blame and threat have a direct influence on the children's depression. Lastly, child abuse and appraisals of self-blame and threat mediate the association between interparental conflict characteristics and children's depression.

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Developmental Pathways from Child Abuse to Peer Rejection (아동학대 경험이 또래집단으로부터의 소외로 이어지는 발달경로)

  • Chung, Ick-Joong
    • Korean Journal of Child Studies
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    • v.29 no.4
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    • pp.79-95
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    • 2008
  • This study investigated developmental pathways mediating effects of child abuse on peer rejection. Participants were 904 poor children aged 10-15 from 16 nationwide cities/provinces who receive financial sponsorship from Childfund in cooperation with the Ministry for Health, Welfare and Family Affairs. Structural equation modeling was employed for statistical analyses. Results showed that child abuse was directly associated with heightened risk of rejection by peers; the relationship was indirectly mediated by aggression and cognitive ability. The hypothesized partially mediated model had a better model fit than the fully mediated model. Aggression and low cognitive ability, significant effects of abuse, were associated with peer rejection. Social withdrawal, also associated with child abuse, did not account for the association between abuse and peer rejection.

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A Preliminary Study on the Emotional Child Abuse Reported by the Children (아동이 평가한 부모의 정서적 아동학대에 관한 예비연구)

  • 고성혜
    • Journal of the Korean Home Economics Association
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    • v.27 no.3
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    • pp.161-171
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    • 1989
  • The purposes of this study are to find out the recent trends of child abuse which is reported by children, and to investigate the relations between emotional and verbal child abuse and socio-psycological variables. The subjects were 196 children in a public elementary school in Seoul (5th grade). They completed an anonymous questionnaire. The major findings are as follows: 1. Most of the children in the survey reported that their parents didn't abuse them. But there were significant differences in the frequency of child abuse with their mother and father. 2. Emotional and verbal child abuse differed significantly by the level of socioeconomic status, child's personality, parent's personality, marital dispute. But child abuse was not related to the sex of children.

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Perception of child abuse and attitudes towards mandatory reporting among dental hygienist (치과위생사의 아동학대 인식 및 신고 의무태도에 관한 연구)

  • Kim, Seon-Yeong
    • Journal of Korean society of Dental Hygiene
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    • v.21 no.5
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    • pp.667-674
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    • 2021
  • Objectives: This study aimed to enhance the role of dental hygienists by identifying perceptions of child abuse, attitude towards reporting obligations, and awareness of the reporting system, and providing basic data for early detection and reporting of child abuse reporting obligations. Methods: From 2021-06-20 to 2021-09-09, 156 dental hygienists working at dental clinics and hospitals in Gwangju and Jeollanam-do were surveyed. Statistical analyses were performed using t-tests, ANOVA, and Pearson's correlation analysis. Results: The points for awareness of child abuse, obligatory reporting attitude, and awareness of mandatory reporting system were found to be 3.52, 3.01, and 2.30, respectively. A significant positive correlation was observed between the negative attitude to report child abuse (r=0.332, p<0.01) and the perception of the mandatory reporting system (r=0.343, p<0.01). Conclusions: This study confirmed that various educational programs and research are needed for the early detection and reporting of child abuse by dental hygienists.

Effects of Home-Based Intervention Program to Prevent Child Abuse for Parents: A Meta Analysis (부모를 위한 아동학대 예방 가정방문 프로그램 효과 메타분석)

  • Park, Hyun-Jung;Kim, Hyun Kyoung
    • Child Health Nursing Research
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    • v.23 no.4
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    • pp.479-493
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    • 2017
  • Purpose: This study was done to conduct a meta-analysis of articles describing randomized controlled trials which showed substantiated effects for home-based child abuse prevention programs for all parents. Methods: The articles regarding child abuse prevention programs for parents were investigated using the systematic review method. A literature search was conducted in PubMed, CINAHL, PsycINFO, Cochrane central library, Eric, and RISS on material published. Article searches and quality appraisal through RoB (Risk of Bias) yielded 14 records. Results: The total random effect size was 0.344 (Parents outcome, 0.333; Child outcome, 0.310; Environment, 0.275). The home based intervention for parents was effective for prevention of potential child abuse. Conclusion: This study supports the effectiveness of health care professional directing child abuse prevention programs for all parents whose children are in the early years of life including during the period of pregnancy.

Child Abuse Recognition and Related Factors among Korean Nursing Students (간호대학생의 아동학대 인식과 관련요인)

  • Cho, Yoo Hyang;Chung, Younghae
    • Journal of agricultural medicine and community health
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    • v.38 no.2
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    • pp.85-96
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    • 2013
  • Objectives: This study measures nursing students' ability to recognize child abuse and identifies the factors related to varying levels of recognition. Methods: In this cross-sectional study, data were collected from 370 third and fourth year nursing students using a self-reported questionnaire during November 15-30, 2011. The measuring tool for child abuse recognition used in the study was developed by Ozasa (2011) and is composed of 44 items including physical, mental, and sexual abuse, and neglect. For data analysis, descriptive statistics, two sample t-tests, and regression analysis were evaluated with the SPSS/PC ver20.0 program. Results: Nursing students were concerned about child abuse(85.4%), but knew little about related laws and regulations(14.3%), and they had almost no formal education or training regarding how to recognize child abuse. They only 1.6% reported child abuse even if they encountered such incidents; however, they correctly recognized even infrequent incidents of child abuse. Recognition of sexual abuse ranked highest, while recognition of neglect ranked lowest. Those with higher levels of concern over child abuse showed higher recognition scores. Regression analysis revealed that physical abuse, mental abuse, and neglect had different related factors, while sexual abuse had none. Conclusion: Education and training on the subject of child abuse is strongly recommended in nursing curriculums so that nurses will be able to appropriately respond to and report suspected child abuse.