A Time Series Analysis of the Trend of Crime Against Property in Oke-Ogun Region of Oyo State, Nigeria

J. Ige, Babajide Kehinde Okunola
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Abstract

Temporal variation in spatial crime occurrence has been a topical issue in environmental criminology and criminal justice research, especially in the area of generating early warning systems for preparedness against crime. However, the concentration of research effort on urban crime pattern with unjustified neglect of regional crime impedes the search for analytical explanations and effective strategies to eradicate crime. Hence, this study examined fluctuant pattern of property crime in Oke-Ogun region of Oyo State, Nigeria. It also assessed direction and incidence speed of the crime in the area. This is with a view to understanding the influence of changes in time (year factor) and other factors (a faulty system of education, erosion of traditional values, porous border, and unemployment among others). over property crime occurrence in the region. Crime reports were collated from the Nigerian Police records on nine typologies of property crime from 2005 to 2012. The geo-analytical techniques employed to examine temporal variations in crime were exponential trend smoothing technique with a smoothing constant of 0.3 and the least-squares trend analytical technique. Regression and correlation coefficients represented by “b” and “r” respectively were used to determine the changing rate of the crimes over the period of year under investigation. Analysis showed that out of the nine crime types that were analysed, three crimes were found to exhibit a rising trend with the effluxion of year while six exhibited a declining trend. Aggregately, crime against property had downward sloping trend lines. The negative values associated with (b = – 93.04, r = – 0.62) property crime confirmed the negative lapse rates and inverse relationships. The coefficient of determination (r2) in this case is 0.3969. However, the study concluded that 39.69% of variations in the level of property crime were influenced by changes in year and 60.31% was explained by other factors which included a faulty system of education, erosion of traditional values, porous border, and unemployment among others.
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尼日利亚奥约州奥克-奥贡地区财产犯罪趋势的时间序列分析
空间犯罪发生的时间变化一直是环境犯罪学和刑事司法研究中的一个热点问题,特别是在建立预防犯罪的预警系统方面。然而,研究工作集中在城市犯罪模式而不合理地忽视区域犯罪,阻碍了寻找分析性解释和有效的根除犯罪战略。因此,本研究考察了尼日利亚奥约州奥克-奥贡地区财产犯罪的波动模式。它还评估了该地区犯罪的方向和发生速度。这是为了了解时间变化(年因素)和其他因素(有缺陷的教育制度、传统价值观的侵蚀、边界漏洞和失业等)的影响。区域内财产犯罪多发。从2005年到2012年,尼日利亚警方记录了9种类型的财产犯罪,并整理了犯罪报告。采用平滑常数为0.3的指数趋势平滑技术和最小二乘趋势分析技术来研究犯罪的时间变化。用“b”和“r”分别表示的回归和相关系数来确定调查期间的犯罪变化率。分析表明,在分析的9种犯罪类型中,有3种犯罪类型随着年份的推移呈上升趋势,而6种犯罪类型呈下降趋势。总体而言,财产犯罪呈下降趋势。与财产犯罪相关的负值(b = - 93.04, r = - 0.62)证实了负过失率和负相关关系。本例中的决定系数(r2)为0.3969。然而,该研究得出的结论是,财产犯罪水平的39.69%的变化受到年份变化的影响,60.31%的变化可以解释为其他因素,包括教育体系的缺陷、传统价值观的侵蚀、边界漏洞和失业等。
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