{"title":"Panel data regression modelling for crime against children’s data","authors":"Rajarathinam A","doi":"10.22271/maths.2023.v8.i5se.1210","DOIUrl":null,"url":null,"abstract":"In India, crimes against children have emerged as a substantial challenge, with a surge in cases of abuse, exploitation, and trafficking. Reports indicate a 67% rise in child abuse cases in the past decade, with poverty, illiteracy, and social stigma in vulnerable communities exacerbating the issue. Children are often forced to work in hazardous conditions; many fall prey to sexual exploitation and trafficking. These crimes severely impact children, causing physical and mental trauma that leaves long-lasting scars. This study employed panel data regression to assess the Total Crime Rate (TCR) trend for children in India. It concluded that the fixed-effect model was appropriate for the analysis. The study further predicted an increase in TCR in the forthcoming years.","PeriodicalId":500025,"journal":{"name":"International journal of statistics and applied mathematics","volume":"77 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International journal of statistics and applied mathematics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.22271/maths.2023.v8.i5se.1210","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
In India, crimes against children have emerged as a substantial challenge, with a surge in cases of abuse, exploitation, and trafficking. Reports indicate a 67% rise in child abuse cases in the past decade, with poverty, illiteracy, and social stigma in vulnerable communities exacerbating the issue. Children are often forced to work in hazardous conditions; many fall prey to sexual exploitation and trafficking. These crimes severely impact children, causing physical and mental trauma that leaves long-lasting scars. This study employed panel data regression to assess the Total Crime Rate (TCR) trend for children in India. It concluded that the fixed-effect model was appropriate for the analysis. The study further predicted an increase in TCR in the forthcoming years.