Socio-Economic and Population Analysis and Its Influence on Crime in Indonesia

Crime is a crucial issue regarding social deviation that is a concern worldwide. This study aims to analyze how economic factors such as economic inequality, education, population, and wage levels affect the number of crime cases in Indonesia from 2019 to 2023. The variables used are the human development index, the number of crimes resolved, population density, wages of informal sector workers, wages of formal sector workers, workforce employed, government spending on social assistance, the Gini ratio, and the proportion of employment. The method used is Dynamic Panel Data or the Generalized Method of Moments (GMM) Arellano-Bond. The results of the study indicate that the variables of the Human Development Index, the number of crimes handled, Population Density, and the Labor Force currently working significantly influence the number of crimes in Indonesia with a positive influence.

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Publication Details

Journal
Jurnal Ekonomi Pembangunan
Published
2025-04-15
DOI
https://doi.org/10.22219/jep.v23i01.39889
Primary Topic
Data Mining and Machine Learning Applications
Type
article
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article

Socio-Economic and Population Analysis and Its Influence on Crime in Indonesia

Farida Rahmawati, Dian Safitri
Jurnal Ekonomi Pembangunan
Data Mining and Machine Learning Applications
article

Socio-Economic and Population Analysis and Its Influence on Crime in Indonesia

Farida Rahmawati, Dian Safitri
article en

Abstract

Crime is a crucial issue regarding social deviation that is a concern worldwide. This study aims to analyze how economic factors such as economic inequality, education, population, and wage levels affect the number of crime cases in Indonesia from 2019 to 2023. The variables used are the human development index, the number of crimes resolved, population density, wages of informal sector workers, wages of formal sector workers, workforce employed, government spending on social assistance, the Gini ratio, and the proportion of employment. The method used is Dynamic Panel Data or the Generalized Method of Moments (GMM) Arellano-Bond. The results of the study indicate that the variables of the Human Development Index, the number of crimes handled, Population Density, and the Labor Force currently working significantly influence the number of crimes in Indonesia with a positive influence.

Jurnal Ekonomi PembangunanVol. 23(01)
State University of Malang (ID)
Openalex Percentile: Top 68%
Data Mining and Machine Learning Applications
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Socio-Economic and Population Analysis and Its Influence on Crime in Indonesia — Farida Rahmawati, Dian Safitri · Jurnal Ekonomi Pembangunan (2025) | TGRS Research Map | TGRS