Panel data regression modelling for crime against children’s data

Rajarathinam A
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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.
针对儿童犯罪数据的面板数据回归模型
在印度,针对儿童的犯罪已成为一项重大挑战,虐待、剥削和贩运案件激增。报告显示,在过去十年中,虐待儿童案件增加了67%,贫困、文盲和弱势社区的社会耻辱加剧了这一问题。儿童常常被迫在危险的条件下工作;许多人沦为性剥削和贩运的受害者。这些罪行严重影响儿童,造成身体和精神创伤,留下持久的伤疤。本研究采用面板数据回归评估印度儿童总犯罪率(TCR)趋势。结果表明,固定效应模型适用于分析。该研究进一步预测了未来几年TCR的增长。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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