Spatial, Temporal, and Explanatory Analyses of Urban Crime

IF 2.8 2区 社会学 Q1 SOCIAL SCIENCES, INTERDISCIPLINARY Social Indicators Research Pub Date : 2024-08-05 DOI:10.1007/s11205-024-03408-6
Daniela Cueva, Pablo Cabrera-Barona
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Abstract

This study assessed the influence of socioeconomic and demographic indicators on different types of crime and explored the spatial and temporal dynamics of crime. Between 2014 and 2020, 174,365 criminal events registered in Quito, Ecuador, were collected and aggregated at an administrative area level. Time-series decompositions, spatial autocorrelations, and regression models were applied, considering different types of crime as dependent variables. A marked seasonal component of crime and crime hotspots in the center of the study area was identified. Crime events are likely to increase significantly by 2025. We also found that unemployment, schooling, unsatisfied basic needs, and especially the density of bars and night clubs are socioeconomic indicators influencing crime. Urban crimes present specific spatial and temporal patterns, and crime events can be explained by urban socioeconomic conditions.

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城市犯罪的空间、时间和解释性分析
本研究评估了社会经济和人口指标对不同类型犯罪的影响,并探讨了犯罪的时空动态。研究收集了 2014 年至 2020 年期间厄瓜多尔基多市登记在册的 174365 起犯罪事件,并在行政区域层面进行了汇总。将不同类型的犯罪视为因变量,应用了时间序列分解、空间自相关性和回归模型。研究发现,犯罪有明显的季节性,研究区域的中心有犯罪热点。到 2025 年,犯罪事件可能会大幅增加。我们还发现,失业、就学、基本需求得不到满足,尤其是酒吧和夜总会的密度,都是影响犯罪的社会经济指标。城市犯罪呈现出特定的空间和时间模式,犯罪事件可以用城市社会经济条件来解释。
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来源期刊
CiteScore
6.30
自引率
6.50%
发文量
174
期刊介绍: Since its foundation in 1974, Social Indicators Research has become the leading journal on problems related to the measurement of all aspects of the quality of life. The journal continues to publish results of research on all aspects of the quality of life and includes studies that reflect developments in the field. It devotes special attention to studies on such topics as sustainability of quality of life, sustainable development, and the relationship between quality of life and sustainability. The topics represented in the journal cover and involve a variety of segmentations, such as social groups, spatial and temporal coordinates, population composition, and life domains. The journal presents empirical, philosophical and methodological studies that cover the entire spectrum of society and are devoted to giving evidences through indicators. It considers indicators in their different typologies, and gives special attention to indicators that are able to meet the need of understanding social realities and phenomena that are increasingly more complex, interrelated, interacted and dynamical. In addition, it presents studies aimed at defining new approaches in constructing indicators.
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