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Crime Analysis of the Metropolitan Region of Santiago de Chile: A Spatial Panel Data Approach

Author

Listed:
  • Pablo Cadena-Urzúa

    (Doctoral Programme in Law, Political Science and Criminology, Department de Dret Penal, Universitat de València, 46022-València, Spain)

  • Álvaro Briz-Redón

    (Department d’Estadística i I O., Universitat de València, 46100-Burjassot, Spain)

  • Francisco Montes

    (Department d’Estadística i I O., Universitat de València, 46100-Burjassot, Spain)

Abstract

The aim of our work is to determine the influence that socio-economic and demographic factors have had on crimes that have taken place during the period 2010–2018 in the communes of the Metropolitan Region of Chile, as well as the existence of possible spatial or temporal effects. We address 12 kinds of crime that we have grouped into two main types: against people and against property. Our interest focuses on crimes against people, using crimes against property as an additional covariate in order to investigate the existence of the broken-windows phenomenon in this context. The model chosen for our analysis is a spatial panel model with fixed effects. The results highlight that covariates such as infant mortality, birth rate, poverty and green areas have a significant influence on crimes against people. Regarding the spatio-temporal covariates, one effect observed is that there is a displacement of crime towards neighbouring communes, leaving open a new line of study to discover the causes of this displacement.

Suggested Citation

  • Pablo Cadena-Urzúa & Álvaro Briz-Redón & Francisco Montes, 2022. "Crime Analysis of the Metropolitan Region of Santiago de Chile: A Spatial Panel Data Approach," Social Sciences, MDPI, vol. 11(10), pages 1-12, September.
    • Handle: RePEc:gam:jscscx:v:11:y:2022:i:10:p:443-:d:926211
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    References listed on IDEAS

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    1. Gary S. Becker, 1974. "Crime and Punishment: An Economic Approach," NBER Chapters, in: Essays in the Economics of Crime and Punishment, pages 1-54, National Bureau of Economic Research, Inc.
    2. Alejandro Gaviria & Carmen Pagés-Serra, 1999. "Patterns of Crime Victimization in Latin America," Research Department Publications 4186, Inter-American Development Bank, Research Department.
    3. Roger S. Bivand & David W. S. Wong, 2018. "Comparing implementations of global and local indicators of spatial association," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 27(3), pages 716-748, September.
    4. Mardelle Shepley & Naomi Sachs & Hessam Sadatsafavi & Christine Fournier & Kati Peditto, 2019. "The Impact of Green Space on Violent Crime in Urban Environments: An Evidence Synthesis," IJERPH, MDPI, vol. 16(24), pages 1-19, December.
    5. Muhammad Khalid Anser & Zahid Yousaf & Abdelmohsen A. Nassani & Saad M. Alotaibi & Ahmad Kabbani & Khalid Zaman, 2020. "Dynamic linkages between poverty, inequality, crime, and social expenditures in a panel of 16 countries: two-step GMM estimates," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 9(1), pages 1-25, December.
    6. Roman Liesenfeld & Jean‐François Richard & Jan Vogler, 2017. "Likelihood‐Based Inference and Prediction in Spatio‐Temporal Panel Count Models for Urban Crimes," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(3), pages 600-620, April.
    7. Lauridsen, Jørgen T. & Zeren, Fatma & Ari, Ayse, 2013. "A spatial panel data analysis of crime rates in EU," Discussion Papers on Economics 2/2013, University of Southern Denmark, Department of Economics.
    8. Kristian Skrede Gleditsch & Mauricio Rivera & Bárbara Zárate-Tenorio, 2022. "Can Education Reduce Violent Crime? Evidence from Mexico before and after the Drug War Onset," Journal of Development Studies, Taylor & Francis Journals, vol. 58(2), pages 292-309, February.
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