Spatiotemporal Patterns and Driving Factors on Crime Changing During Black Lives Matter Protests

被引:6
|
作者
Zhang, Zhiran [1 ,2 ,3 ]
Sha, Dexuan [2 ,4 ]
Dong, Beidi [5 ]
Ruan, Shiyang [4 ]
Qiu, Agen [3 ]
Li, Yun [2 ,4 ]
Liu, Jiping [1 ,3 ]
Yang, Chaowei [2 ,4 ]
机构
[1] Wuhan Univ, Sch Resource & Environm Sci, Wuhan 430079, Peoples R China
[2] George Mason Univ, NSF, Spatiotemporal Innovat Ctr, Fairfax, VA 22030 USA
[3] Chinese Acad Surveying & Mapping, Beijing 100830, Peoples R China
[4] George Mason Univ, Dept Geog & GeoInformat Sci, Fairfax, VA 22030 USA
[5] George Mason Univ, Dept Criminol Law & Soc, Fairfax, VA 22030 USA
基金
美国国家科学基金会;
关键词
crime; pandemic; statistical analyses; socioeconomic factors; burglary; SOCIAL-DISORGANIZATION; ROUTINE ACTIVITY; SPATIAL-ANALYSIS; SELECTION;
D O I
10.3390/ijgi9110640
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The death of George Floyd has brought a new wave of 2020 Black Lives Matter (BLM) protests into U.S. cities. Protests happened in a few cities accompanied by reports of violence over the first few days. The protests appear to be related to rising crime. This study uses newly collected crime data in 50 U.S. cities/counties to explore the spatiotemporal crime changes under BLM protests and to estimate the driving factors of burglary induced by the BLM protest. Four spatial and statistic models were used, including the Average Nearest Neighbor (ANN), Hotspot Analysis, Least Absolute Shrinkage, and Selection Operator (LASSO), and Binary Logistic Regression. The results show that (1) crime, especially burglary, has risen sharply in a few cities/counties, yet heterogeneity exists across cities/counties; (2) the volume and spatial distribution of certain crime types changed under BLM protest, the activity of burglary clustered in certain regions during protests period; (3) education, race, demographic, and crime rate in 2019 are related with burglary changes during BLM protests. The findings from this study can provide valuable information for ensuring the capabilities of the police and governmental agencies to deal with the evolving crisis.
引用
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页数:19
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