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An estimate of the underreporting of violent crimes against property applying stochastic frontier analysis to the state of Minas Gerais, Brazil [Estimativa do subregistro de crimes violentos contra a propriedade aplicando análise de fronteira estocástica para o estado de Minas Gerais, Brasil]

Author

Listed:
  • Gustavo Carvalho Moreira

    (UFSJ)

  • Ana Lucia Kassouf

    (USP)

  • Marcelo Justus

    (Unicamp)

Abstract

O objetivo desse estudo foi determinar o nível de subregistro de crimes contra a propriedade no estado de Minas Gerais, Brasil, utilizando a técnica de análise de fronteira estocástica. Não comunicar um crime às autoridades competentes gera consequências negativas para a efetividade das políticas de segurança pública, uma vez que a tomada de decisão é realizada tendo como base as estatísticas oficiais de crimes, que serão viesadas pelo subregistro. Neste sentido, tomar conhecimento sobre o nível de subregistro é fundamental para aprimorar as estratégias de prevenção ao crime. Foram utilizados dados referentes aos crimes de roubo à mão armada, roubo e furto. Os resultados indicaram que o subregistro médio dos crimes analisados foi de 32,7% no período entre 2004 e 2011. Um teste de robustez foi realizado nas estimativas, empregando a mesma técnica para calcular o nível de subnotificação para homicídios, que é o crime com o menor nível de subregistro.

Suggested Citation

  • Gustavo Carvalho Moreira & Ana Lucia Kassouf & Marcelo Justus, 2018. "An estimate of the underreporting of violent crimes against property applying stochastic frontier analysis to the state of Minas Gerais, Brazil [Estimativa do subregistro de crimes violentos contra a ," Nova Economia, Economics Department, Universidade Federal de Minas Gerais (Brazil), vol. 28(3), pages 778-806, September.
  • Handle: RePEc:nov:artigo:v:28:y:2018:i:3:p:778-806
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    References listed on IDEAS

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    1. André Oliveira Ferreira Loureiro & José Raimundo de Araújo Carvalho Júnior, 2007. "O Impacto Dos Gastos Públicos Sobre A Criminalidade No Brasil," Anais do XXXV Encontro Nacional de Economia [Proceedings of the 35th Brazilian Economics Meeting] 163, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    2. Groot, W. & Oosterbeek, H., 1995. "Stochastic reservation and offer wages," Labour Economics, Elsevier, vol. 2(1), pages 107-107, March.
    3. Regina Madalozzo & Giovanna Maia Furtado, 2007. "Um Estudo Sobre A Vitimização Na Cidade De São Paulo," Anais do XXXV Encontro Nacional de Economia [Proceedings of the 35th Brazilian Economics Meeting] 113, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    4. 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.
    5. Carmen Garcia Prieto & Angel Martin Roman & Carlos Perez Dominguez, 2005. "Actual and Potential Returns to Schooling in Spain," Education Economics, Taylor & Francis Journals, vol. 13(4), pages 387-407.
    6. Coelli, Tim J., 1995. "Recent Developments In Frontier Modelling And Efficiency Measurement," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 39(3), pages 1-27, December.
    7. Ari Francisco de Araujo Junior & Pablo Fajnzylber, 2001. "O que causa a criminalidade violenta no Brasil? Uma análise a partir do modelo econômico do crime: 1981 a 1996," Textos para Discussão Cedeplar-UFMG td162, Cedeplar, Universidade Federal de Minas Gerais.
    8. Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, November.
    9. Kumbhakar,Subal C. & Wang,Hung-Jen & Horncastle,Alan P., 2015. "A Practitioner's Guide to Stochastic Frontier Analysis Using Stata," Cambridge Books, Cambridge University Press, number 9781107029514.
    10. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    11. Terza, Joseph V. & Basu, Anirban & Rathouz, Paul J., 2008. "Two-stage residual inclusion estimation: Addressing endogeneity in health econometric modeling," Journal of Health Economics, Elsevier, vol. 27(3), pages 531-543, May.
    12. Daniel Cerqueira, 2013. "Mapa de Homicídios Ocultos no Brasil," Discussion Papers 1848, Instituto de Pesquisa Econômica Aplicada - IPEA.
    13. E. Sant'Anna & L.G. Scorzafave & M. Justus, 2016. "Nonlinear relationship between income, age and criminal victimization in Brazil," Economia, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics], vol. 17(2), pages 185-198.
    14. Tran, Kien C. & Tsionas, Efthymios G., 2013. "GMM estimation of stochastic frontier model with endogenous regressors," Economics Letters, Elsevier, vol. 118(1), pages 233-236.
    15. Anna, Petrenko, 2016. "Мaркування готової продукції як складова частина інформаційного забезпечення маркетингової діяльності підприємств овочепродуктового підкомплексу," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 2(1), March.
    16. José Raimundo Carvalho & Sylvia Cristina Lavor, 2008. "Repeat criminal victimization and income inequality In Brazil," Anais do XXXVI Encontro Nacional de Economia [Proceedings of the 36th Brazilian Economics Meeting] 200807180945460, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    17. Vera A. Adamchik & Arthur E. King, 2007. "Labor Market Efficiency In Poland: A Stochastic Wage Frontier Analysis," The International Journal of Business and Finance Research, The Institute for Business and Finance Research, vol. 1(2), pages 41-50.
    18. Marcelo Justus & Ana Lúcia Kassouf, 2013. "Evidence of the effect of wealth observed by criminals on the risk of becoming a victim of property crimes," Economia, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics], vol. 14(2), pages 88-101.
    19. Polachek, Solomon W. & Robst, John, 1998. "Employee labor market information: comparing direct world of work measures of workers' knowledge to stochastic frontier estimates," Labour Economics, Elsevier, vol. 5(2), pages 231-242, June.
    20. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
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    More about this item

    Keywords

    estratégias de prevenção ao crime; economia do crime; segurança pública;
    All these keywords.

    JEL classification:

    • C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
    • K14 - Law and Economics - - Basic Areas of Law - - - Criminal Law
    • I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being

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