Analyzing the relationship between air pollution and various types of crime

Pei Fen Kuo, I. Gede Brawiswa Putra

研究成果: Article同行評審

1 引文 斯高帕斯(Scopus)

摘要

Air pollution has a severe impact on human physical and mental health. When the air quality is poor enough to cause respiratory irritation, people tend to stay home and avoid any outdoor activities. In addition, air pollution may cause mental health problems (depression and anxiety) which were associated with high crime risk. Therefore, in this study, it is hypothesized that increasing air pollution level is associated with higher indoor crime rates, but negatively associated with outdoor crime rates because it restricts people’s daily outdoor activities. Three types of crimes were used for this analysis: robbery (outdoor crime), domestic violence (indoor crime), and fraud (cybercrime). The results revealed that the geographically and temporally weighted regression (GTWR) model performed best with lower AIC values. In general, in the higher population areas with more severe air pollution, local authorities should allocate more resources, extra police officers, or more training programs to help them prevent domestic violence, rather than focusing on robbery.

原文English
文章編號e0255653
期刊PloS one
16
發行號8 August
DOIs
出版狀態Published - 2021 八月

All Science Journal Classification (ASJC) codes

  • 多學科

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