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Analyzing the influence of age groups of motorcycle riders on traffic violations and accidents in small city using a structural equation model

机译:用结构方程模型分析摩托车驾驶员年龄段对小城市交通违章和事故的影响

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Over the last three years, there has been a tremendous increase in the amount of road accidents in Mataram City-Lombok with majority of the victims being motorcycle riders between the ages of 16-40 years. The age difference may have an impact on the rider’s behavior which in turn leads to road accidents. This study aims at investigating the influence of age groups on motorcycle riders resulting to traffic violations and road accidents in Mataram City. Data was collected using questionnaire survey for which 600 respondents participated covering 6 sub-districts in Mataram City. A Structural Equation Modeling (SEM) using AMOS V.22.0 was constructed to analyze the motorcycle rider behavior. The developed model was made up of behavioral, violation and accident latent variables, with four variables of behavior, three variables of violation, and two observed variables of accident. Three age groups were used in this study with three categories consists of 15-24 years, 25-44 years, and 45-64 years old. This study found that these riders behaviors varied significantly with regards to traffic violations. The age groups of riders between 15-24 years and 45-64 years has a 65% influence on traffic violation compared to those between the ages of 25-44 years. Traffic violations with regards to road accidents was however, found to be less significant for all age group. Traffic violations committed by riders between ages of 45-64 years were found to be 14% less than those between the ages of 15-44 years. The analysis obtained from the data indicates that there are differences among the three listed age groups.
机译:在过去的三年中,马塔兰-龙目岛的道路交通事故数量激增,大多数受害者是16至40岁之间的摩托车驾驶员。年龄差异可能会影响骑手的行为,进而导致交通事故。这项研究旨在调查年龄段对马塔兰市交通违章和道路交通事故对摩托车驾驶员的影响。通过问卷调查收集了数据,共有600名受访者参加了Mataram市的6个街道。使用AMOS V.22.0构建了结构方程模型(SEM),以分析摩托车骑手的行为。所开发的模型由行为,违规和事故隐性变量组成,具有行为四个变量,三个违规变量和两个观察到的事故变量。本研究使用了三个年龄组,分为15-24岁,25-44岁和45-64岁这三个类别。这项研究发现,在违反交通规则方面,这些骑手的行为差异很大。与25-44岁年龄段相比,年龄在15-24岁至45-64岁年龄段的车手对交通违规的影响为65%。然而,发现与交通事故有关的交通违规对于所有年龄段的人都没有那么严重。发现年龄在45-64岁之间的骑手所犯的交通违规行为比年龄在15-44岁之间的犯规交通少14%。从数据获得的分析表明,列出的三个年龄组之间存在差异。

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