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The Cost of Avoiding Crime: The Case of Bogotá

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  • Alejandro Gaviria
  • Carlos Medina
  • Leonardo Morales
  • Jairo Nuñez

Abstract

We use hedonic price models to estimate the value households are willing to pay to avoid violent crime in the city of Bogotá. We find that households living in the highest socioeconomic level (stratum 6) pay up to 7.2% of their house values in order to prevent average homicide rates from increasing in one standard deviation. Households in stratum 5 pay up to 2.4% of their house values to prevent homicide rates from increasing. The results indicate the willingness to pay for security by households in Bogotá, and additionally, reveal that a pure public good like security, ends up creating urban private markets that auction security. These markets imply different levels of access to public goods among the population, and actually, the exclusion of the poorest. We find as well evidence of negative capitalization of the rate of attacks against life, and positive capitalization of the presence of police authority.

Suggested Citation

  • Alejandro Gaviria & Carlos Medina & Leonardo Morales & Jairo Nuñez, 2008. "The Cost of Avoiding Crime: The Case of Bogotá," Borradores de Economia 508, Banco de la Republica de Colombia.
  • Handle: RePEc:bdr:borrec:508
    DOI: 10.32468/be.508
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    1. John J. Donohue III & Steven D. Levitt, 2001. "The Impact of Legalized Abortion on Crime," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 379-420.
    2. Leonardo Morales & Carlos Medina, 2007. "Stratification and Public Utility Services in Colombia: Subsidies to Households or Distortion of Housing Prices?," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 41-99, January.
    3. Gyourko, Joseph & Tracy, Joseph, 1991. "The Structure of Local Public Finance and the Quality of Life," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 774-806, August.
    4. Roback, Jennifer, 1982. "Wages, Rents, and the Quality of Life," Journal of Political Economy, University of Chicago Press, vol. 90(6), pages 1257-1278, December.
    5. Roback, Jennifer, 1988. "Wages, Rents, and Amenities: Differences among Workers and Regions," Economic Inquiry, Western Economic Association International, vol. 26(1), pages 23-41, January.
    6. Carlos Medina & Jairo Núñez, 2006. "La Oferta De Servicios Del Sector Financiero Formal En Bogotá," Documentos CEDE 3043, Universidad de los Andes, Facultad de Economía, CEDE.
    7. Hunt, Jennifer, 2006. "Do Teen Births Keep American Crime High?," Journal of Law and Economics, University of Chicago Press, vol. 49(2), pages 533-566, October.
    8. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
    9. Ludwig, Jens & Cook, Philip J, 2001. "The Benefits of Reducing Gun Violence: Evidence from Contingent-Valuation Survey Data," Journal of Risk and Uncertainty, Springer, vol. 22(3), pages 207-226, May.
    10. Norman Loayza & Pablo Fajnzylber & Daniel Lederman, 2000. "Crime and Victimization: An Economic Perspective," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Fall 2000), pages 219-302, August.
    11. Fajnzylber, Pablo & Lederman, Daniel & Loayza, Norman, 2002. "What causes violent crime?," European Economic Review, Elsevier, vol. 46(7), pages 1323-1357, July.
    12. Leonardo Morales Zurita & Fabio Alberto Arias Arbeláez, 2008. "La calidad de la vivienda en Bogotá: Enfoque de precios hedónicos de hogares y de agregados espaciales," Revista Sociedad y Economía, Universidad del Valle, CIDSE, June.
    13. Giles Atkinson & Andrew Healey & Susana Mourato, 2005. "Valuing the costs of violent crime: a stated preference approach," Oxford Economic Papers, Oxford University Press, vol. 57(4), pages 559-585, October.
    14. John J. Donohue & Steven D. Levitt, 1999. "Legalized Abortion and Crime," JCPR Working Papers 104, Northwestern University/University of Chicago Joint Center for Poverty Research.
    15. Heinemann, Alessandra & Verner, Dorte, 2006. "Crime and violence in development : a literature review of Latin America and the Caribbean," Policy Research Working Paper Series 4041, The World Bank.
    16. Sherwin Rosen, 2002. "Markets and Diversity," American Economic Review, American Economic Association, vol. 92(1), pages 1-15, March.
    17. Alejandro Gaviria & Carmen Pagés-Serra, 1999. "Patterns of Crime Victimization in Latin America," Research Department Publications 4186, Inter-American Development Bank, Research Department.
    18. Gyourko, Joseph & Kahn, Matthew & Tracy, Joseph, 1999. "Quality of life and environmental comparisons," Handbook of Regional and Urban Economics, in: P. C. Cheshire & E. S. Mills (ed.), Handbook of Regional and Urban Economics, edition 1, volume 3, chapter 37, pages 1413-1454, Elsevier.
    19. Fajnzylber, Pablo & Lederman, Daniel & Loayza, Norman, 2002. "Inequality and Violent Crime," Journal of Law and Economics, University of Chicago Press, vol. 45(1), pages 1-40, April.
    20. Giorgio Topa, 2001. "Social Interactions, Local Spillovers and Unemployment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(2), pages 261-295.
    21. Carlos Medina & Leonardo Morales & Jairo Nuñez, 2008. "Quality of Life in Urban Neighborhoods in Colombia:The Cases of Bogotá and Medellín," Borradores de Economia 5126, Banco de la Republica.
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    Cited by:

    1. Carlos Medina & Jorge Andrés Tamayo, 2011. "An Assessment of How Urban Crime and Victimization Affects Life Satisfaction," Borradores de Economia 640, Banco de la Republica de Colombia.
    2. Carlos Medina & Leonardo Morales & Jairo Nuñez, 2008. "Quality of Life in Urban Neighborhoods in Colombia: The Cases of Bogotá and Medellín," Borradores de Economia 536, Banco de la Republica de Colombia.
    3. Leonardo Fabio Morales, 2015. "Peer Effects on a Fertility Decision: an Application for Medellín, Colombia," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 119-159, February.
    4. Enrique Javier Burbano Valencia & María Isabel Zafra Sanz, 2017. "Homicidio y precios de la tierra: un análisis espacial en Santiago de Cali," Cuadernos de Economía - Spanish Journal of Economics and Finance, Asociación Cuadernos de Economía, vol. 40(113), pages 147-159, Mayo.
    5. Carlos Augusto Olarte Bacares, 2014. "Criminality spread: a "Boomerang effect" of public transport improvements?," Documents de travail du Centre d'Economie de la Sorbonne 14013, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    6. Carlos Medina & Christian Posso & Jorge Andrés Tamayo, 2011. "Costos de la violencia urbana y políticas públicas: algunas lecciones de Medellín," Borradores de Economia 9076, Banco de la Republica.
    7. Alejandro Gaviria & Carlos Medina & Jorge Tamayo, 2010. "Assessing the Link between Adolescent Fertility and Urban Crime," Borradores de Economia 6860, Banco de la Republica.
    8. Escobedo, Francisco J. & Clerici, Nicola & Staudhammer, Christina L. & Feged-Rivadeneira, Alejandro & Bohorquez, Juan Camilo & Tovar, German, 2018. "Trees and Crime in Bogota, Colombia: Is the link an ecosystem disservice or service?," Land Use Policy, Elsevier, vol. 78(C), pages 583-592.
    9. Carlos Medina & Christian Posso & Jorge Andrés Tamayo, 2011. "Costos de la violencia urbana y políticas públicas: algunas lecciones de Medellín," Borradores de Economia 674, Banco de la Republica de Colombia.
    10. Manfred Grautoff, Fernando Chavarro, Jazmín Balaguer, 2010. "Torneo criminal, aversión al riesgo y seguridad ciudadana: comportamiento criminal en Bogotá D.C," Revista CIFE, Universidad Santo Tomás, June.
    11. David M. Vetter & Kaizô I. Beltrão & Rosa M. R. Massena, 2013. "The Impact of the Sense of Security from Crime on Residential Property Values in Brazilian Metropolitan Areas," Research Department Publications IDB-WP-415, Inter-American Development Bank, Research Department.
    12. Carlos Medina & Leonardo Morales & Jairo Nuñez, 2008. "Quality of Life in Urban Neighborhoods in Colombia:The Cases of Bogotá and Medellín," Borradores de Economia 5126, Banco de la Republica.

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    More about this item

    Keywords

    Housing Demand; Crime; Illegal Behavior; Law Enforcement.;
    All these keywords.

    JEL classification:

    • K40 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - General
    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law
    • R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand

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