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Estimating Effectiveness of the Control of Violence and Socioeconomic Development in Colombia: An Application of DEA and Data Panel Approach

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  • Alexander Cotte Poveda

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Abstract

This paper develops an index to evaluate the level of effectiveness of the control of violence based on the data envelopment analysis approach. The index is used to examine the grade of effectiveness of the control of violence at the level of Colombian departments between 1993 and 2007. Comparing the results across Colombian departments, we find that the majority of departments show improvement in their scores of effectiveness. A second stage of the regression model reveals that departments with a higher gross domestic product and higher education and employment are more effective in the control of violence, whereas departments with higher political violence, unemployment rates, unsatisfied basic needs, a displaced population, and hectares cultivated with coca show lower effectiveness in the control of violence. All these findings are of particular interest in the formulation and development of policies against violence, taking into account that organised forms of violence, such as drug trafficking, impede the adequate effectiveness of its control. Moreover, violence decreases social investments, generating alterations in social services that produce long-run deterioration in faith in the government´s ability to govern, which should become an incentive to further violence.

Suggested Citation

  • Alexander Cotte Poveda, 2011. "Estimating Effectiveness of the Control of Violence and Socioeconomic Development in Colombia: An Application of DEA and Data Panel Approach," Serie de Documentos en Economía y Violencia 008356, Centro de Investigaciones en Violencia, Instituciones y Desarrollo Económico (VIDE).
  • Handle: RePEc:col:000137:008356
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    1. Paul Collier & Anke Hoeffler, 2004. "Murder by Numbers: Socio-Economic Determinants of Homicide and Civil War," Development and Comp Systems 0409048, University Library of Munich, Germany.
    2. Alexander Cotte Poveda, 2007. "Growth, inequality and poverty: an analysis of the violence in Colombia," Serie de Documentos en Economía y Violencia 003984, Centro de Investigaciones en Violencia, Instituciones y Desarrollo Económico (VIDE).
    3. 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.
    4. Jorge Restrepo & Michael Spagat & Juan Vargas, 2004. "The Dynamics of the Columbian Civil Conflict: A New Dataset," Homo Oeconomicus, Institute of SocioEconomics, vol. 21, pages 396-429.
    5. Despotis, D.K., 2005. "Measuring human development via data envelopment analysis: the case of Asia and the Pacific," Omega, Elsevier, vol. 33(5), pages 385-390, October.
    6. Miki Malul & Yossi Hadad & Avner Ben-Yair, 2009. "Measuring and ranking of economic, environmental and social efficiency of countries," International Journal of Social Economics, Emerald Group Publishing, vol. 36(8), pages 832-843, July.
    7. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588.
    8. Patricia Justino, 2006. "On the Links between Violent Conflict and Chronic Poverty: How Much Do We Really Know?," HiCN Working Papers 18, Households in Conflict Network.
    9. McDonald, John, 2009. "Using least squares and tobit in second stage DEA efficiency analyses," European Journal of Operational Research, Elsevier, vol. 197(2), pages 792-798, September.
    10. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    11. Bodea, Cristina & Elbadawi, Ibrahim A., 2008. "Political violence and economic growth," Policy Research Working Paper Series 4692, The World Bank.
    12. Noelia Somarriba & Bernardo Pena, 2009. "Synthetic Indicators of Quality of Life in Europe," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 94(1), pages 115-133, October.
    13. Raab, Raymond L. & Feroz, Ehsan Habib, 2007. "A productivity growth accounting approach to the ranking of developing and developed nations," The International Journal of Accounting, Elsevier, vol. 42(4), pages 396-415, December.
    14. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    15. Ramanathan, Ramakrishnan, 2006. "Evaluating the comparative performance of countries of the Middle East and North Africa: A DEA application," Socio-Economic Planning Sciences, Elsevier, vol. 40(2), pages 156-167, June.
    16. Golany, Boaz & Thore, Sten, 1997. "The Economic and Social Performance of Nations: Efficiency and Returns to Scale," Socio-Economic Planning Sciences, Elsevier, vol. 31(3), pages 191-204, September.
    17. Raab, Raymond & Kotamraju, Pradeep & Haag, Stephen, 2000. "Efficient provision of child quality of life in less developed countries: conventional development indexes versus a programming approach to development indexes," Socio-Economic Planning Sciences, Elsevier, vol. 34(1), pages 51-67, March.
    18. Grun, Rebekka E., 2008. "Household investment under violence - the Colombian case," Policy Research Working Paper Series 4713, The World Bank.
    19. Felipe Barrera & Ana María Ibáñez, 2004. "Does Violence Reduce Investment In Education?: A Theoretical And Empirical Approach," Documentos CEDE 002382, Universidad de los Andes - CEDE.
    20. Sun, Shinn, 2002. "Measuring the relative efficiency of police precincts using data envelopment analysis," Socio-Economic Planning Sciences, Elsevier, vol. 36(1), pages 51-71, March.
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    Keywords

    Economic development - Effectiveness - Control of violence - DEA - Colombian departments;

    JEL classification:

    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models

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