Transportation Accessibility and Criminal Rate Empirical analysis based on PSTR model

Zhou Zhou
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Abstract

This paper will use China's 2007–2018 provincial panel data to explore the relationship between the transportation accessibility and criminal rate. Then this paper gets the following conclusions: (1) By constructing the PSTR model, it is found that there is a non-linear relationship between transportation development and crime rate, with transportation accessibility as a conversion variable. In addition, there is a conversion function. When using the arrest rate of 10,000 people to represent the variable of crime rate, the value of threshold is 20.746. When using the rate of 10,000 prosecutions to represent the variable of crime rate, the value of threshold is 20.922. (2) On both sides of the threshold, transportation accessibility has produced different effects on the crime rate. When the number of transportation accessibility didn't exceed the threshold, it has an inhibitory effect on the crime rate. However, when it exceeded the threshold, the promotional effect is greater and remarkable. This paper finds that transportation development can not only promote regional accessibility and improve the quality of life of residents, but also accelerate population mobility, causing brain drain and uneven regional development, which could aggravate social instability. Therefore, the country needs to take corresponding measures to reduce the negative effects of transportation development and promote balanced regional development.
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基于PSTR模型的交通可达性与犯罪率的实证分析
本文将利用中国2007-2018年省级面板数据,探讨交通可达性与犯罪率之间的关系。(1)通过构建PSTR模型,以交通可达性为转换变量,发现交通发展与犯罪率之间存在非线性关系。另外,还有一个转换函数。当用10000人的逮捕率来表示犯罪率变量时,阈值为20.746。当使用10,000次起诉率来表示犯罪率变量时,threshold的值为20.922。(2)在阈值两侧,交通可达性对犯罪率的影响不同。当交通可达性数量不超过阈值时,对犯罪率有抑制作用。但是,当它超过阈值时,促销效果更大,更显著。研究发现,交通发展在促进区域通达性、提高居民生活质量的同时,也会加速人口流动,造成人才流失和区域发展不平衡,加剧社会不稳定。因此,国家需要采取相应的措施,减少交通发展的负面影响,促进区域均衡发展。
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