印度城市间的经济不平等和犯罪:使用夜间灯光数据的证据。

IF 2.6 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
PLoS ONE Pub Date : 2025-08-11 eCollection Date: 2025-01-01 DOI:10.1371/journal.pone.0324937
Christopher Kuruvilla Mathen, Siddhartha Chattopadhyay, Sohini Sahu, Abhijit Mukherjee
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引用次数: 0

摘要

这项研究调查了2016年至2021年印度49个城市的经济不平等与犯罪率之间的关系。鉴于印度城市一级传统经济指标的可用性有限,我们引入了一种新的方法,使用由Suomi国家极轨伙伴关系(SNPP)可见光红外成像辐射计套件(VIIRS)卫星收集的夜间灯光及其不平等作为经济活动和经济不平等的替代指标。采用动态面板数据模型,我们证明了基于夜间灯光的不平等对犯罪率有统计学上显著的积极影响。我们的研究结果表明,基于光照的不平等每增加1%,总犯罪率就会增加0.5%。这种关系在包括暴力犯罪、轻微财产犯罪和财产犯罪在内的多种犯罪类别中都保持强劲。此外,我们观察到定罪率对总犯罪率有显著的负影响,表明有效执法的威慑作用。这些结果有助于研究城市犯罪动态,并为利用遥感夜间灯光研究传统经济数据可能有限的地区的经济差异提供见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Economic inequality and crime across cities in India: Evidence using nighttime lights data.

This study investigates the relationship between economic inequality and crime rates across 49 Indian cities from 2016 to 2021. Given the limited availability of traditional economic indicators at the city level in India, we introduce a novel methodological approach using nighttime lights collected by the Suomi National Polar-orbiting Partnership (SNPP) Visible Infrared Imaging Radiometer Suite (VIIRS) satellites and its inequality as an alternative indicator for economic activity and economic inequality. Employing a dynamic panel data model, we demonstrate that inequality based on nighttime lights has a statistically significant positive impact on crime rates. Our findings reveal that a 1% increase in light-based inequality corresponds to a 0.5% increase in total crime rate. This relationship remains robust across multiple crime categories, including violent crime, minor property crime, and property crime. Furthermore, we observe that conviction rates have a significant negative impact on total crime rate, suggesting the deterrent effect of effective law enforcement. These results contribute to the growing literature on urban crime dynamics and offer insights on the use of remotely sensed nighttime lights for studying economic disparities in regions where conventional economic data may be limited.

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来源期刊
PLoS ONE
PLoS ONE 生物-生物学
CiteScore
6.20
自引率
5.40%
发文量
14242
审稿时长
3.7 months
期刊介绍: PLOS ONE is an international, peer-reviewed, open-access, online publication. PLOS ONE welcomes reports on primary research from any scientific discipline. It provides: * Open-access—freely accessible online, authors retain copyright * Fast publication times * Peer review by expert, practicing researchers * Post-publication tools to indicate quality and impact * Community-based dialogue on articles * Worldwide media coverage
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