Department of Environmental Sciences, Faculty of Science and Engineering, Macquarie University, Sydney, New South Wales, 2109, Australia.
Department of Mathematics and Statistics, Faculty of Science and Engineering, Macquarie University, Sydney, New South Wales, 2109, Australia.
Int J Biometeorol. 2019 Jun;63(6):747-762. doi: 10.1007/s00484-019-01689-y. Epub 2019 Mar 4.
Temperature and crime is one of the most extreme relationships between the atmospheric environment and human behaviour, yet our knowledge about it is primarily based on Northern Hemisphere research. This study used both temporal and spatial models to investigate the relationship between temperature and crime in New South Wales (NSW), Australia, using an 11-year data set. Results suggested that assault and theft counts were significantly higher in summer than winter (17.8 and 3.7%, respectively), while fraud counts were not significantly different. Using linear and quadratic terms for maximum daily temperature, a linear regression model indicated that daily assault counts significantly increased with rising temperature and the rate of increase slowed as temperatures exceeded 30 °C. Theft counts significantly increased with rising temperature then declined as temperatures exceeded 30°C. Again, there was no evidence of a relationship between temperature and frequency of fraud count. Spatial modelling revealed that 96% of local government areas (LGAs) in NSW had a higher summer assault rate than winter. The findings of this study provide an empirical foundation for understanding crime-temperature relationships in Australia.
温度与犯罪是大气环境与人类行为之间最极端的关系之一,但我们对此的了解主要基于对北半球的研究。本研究使用时间和空间模型,利用 11 年的数据集,调查了澳大利亚新南威尔士州(NSW)温度与犯罪之间的关系。结果表明,攻击和盗窃案件在夏季明显高于冬季(分别为 17.8%和 3.7%),而诈骗案件则没有明显差异。使用最高日温度的线性和二次项,线性回归模型表明,每日攻击案件数量随着温度的升高而显著增加,而当温度超过 30°C 时,增长率会减缓。盗窃案件随着温度的升高而显著增加,然后当温度超过 30°C 时会下降。同样,没有证据表明温度与诈骗案件频率之间存在关系。空间建模显示,新南威尔士州 96%的地方政府区域(LGA)夏季的攻击率高于冬季。本研究的结果为理解澳大利亚的犯罪-温度关系提供了经验基础。