The Impact of Ecological Checks on Urban Areas Towards Crime Rates in Indonesia

A. Yani
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Abstract

This study was conducted to analyze the impact of ecological checks on urban areas towards crime rates. The research was run at the Laboratory of Earth Information at University of Lampung, while the data acquisition was carried out at Subdit IV Tipidter Ditreskrimsus POLDA Lampung on October 2014 - December 2014. This study applied a modeling approach using secondary data from 36 districts/ cities in Indonesia. The model used in this study was multiple linear regression using multiple dummy variables. The response variables used were the level of criminality such as murder, rape, persecution, kidnapping, destruction, theft, fraud, narcotics, and victims of demonstration anarchism. The explanatory variables include the level of regional urbanism and air pollution (air pollution including CO, HC, and CO2) as the main variables which were equipped with accompaniment variables (recreation areas, places of worship and religious leaders). Based on the results of linear regression using Minitab V.16 software at a confidence interval of 5% and 10%, it is showed that the degree of regional urbanism is one of the variables that can cause an increase in criminal rates. Meanwhile, environmental polluting variables (CO, HC, and CO2) have no real effect.
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印度尼西亚城市地区生态检查对犯罪率的影响
本研究旨在分析生态检查对城市犯罪率的影响。这项研究是在楠榜大学地球信息实验室进行的,而数据采集是在2014年10月至2014年12月在subditter Ditreskrimsus POLDA楠榜进行的。本研究采用印度尼西亚36个地区/城市的二手数据进行建模。本研究使用的模型是使用多个虚拟变量的多元线性回归。使用的回答变量是谋杀、强奸、迫害、绑架、破坏、盗窃、欺诈、毒品、示威无政府主义受害者等犯罪程度。解释变量以区域城市化水平和空气污染(空气污染包括CO、HC和CO2)为主要变量,辅以游憩区、宗教场所和宗教领袖等辅助变量。基于Minitab V.16软件在5%和10%置信区间下的线性回归结果表明,区域城市化程度是导致犯罪率上升的变量之一。同时,环境污染变量(CO、HC、CO2)没有实际影响。
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