Evidence map›Paper›PMID 40788956›Full record

ArticlePloS one2025

Economic inequality and crime across cities in India: Evidence using nighttime lights data.

Christopher Kuruvilla Mathen, Siddhartha Chattopadhyay, Sohini Sahu, Abhijit Mukherjee

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Christopher Kuruvilla MathenDepartment of Humanities and Social Sciences, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India.ORCID https://orcid.org/0000-0003-0212-6494
Siddhartha ChattopadhyayDepartment of Humanities and Social Sciences, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India.ORCID https://orcid.org/0000-0001-8663-0246
Sohini SahuDepartment of Economic Sciences, Indian Institute of Technology Kanpur, Kanpur, Uttar Pradesh, India.ORCID https://orcid.org/0000-0001-7293-5671
Abhijit MukherjeeDepartment of Geology and Geophysics, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

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.

Indexed as

CrimeSocioeconomic FactorsCitiesHumansIndia

Identifiers

PMID40788956
PMCPMC12338796

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.