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Regional Convergence, Spatial Scale, and Spatial Dependence: Evidence from Homicides and Personal Injuries in Colombia 2010-2018

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  • Santos-Marquez, Felipe
  • Mendez, Carlos

Abstract

This paper studies regional convergence and spatial dependence of homicides and personal injuries in Colombia. In particular, through the lens of both classical and distributional convergence frameworks, two spatial scales are contrasted: municipalities and states. For both homicides and personal injuries, sigma convergence is only found at the state level. In contrast, beta convergence is found at both state and municipal level. The distributional convergence framework highlights further contrasting patterns. For homicides at the state level, four convergence clusters are found, while two clusters are present at the municipal level. For personal injuries, at both spatial scales, two clusters are found. Moreover, significant and robust spatial autocorrelation is found only at the municipal level. Overall, these results re-emphasize the role of spatial disaggregation as well as spatial dependence when evaluating regional convergence and designing regional development policies. Lastly, a discussion of the previous results and their relation to current and future policies is also included.

Suggested Citation

  • Santos-Marquez, Felipe & Mendez, Carlos, 2019. "Regional Convergence, Spatial Scale, and Spatial Dependence: Evidence from Homicides and Personal Injuries in Colombia 2010-2018," MPRA Paper 97093, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:97093
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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. Quah, Danny T, 1996. "Twin Peaks: Growth and Convergence in Models of Distribution Dynamics," Economic Journal, Royal Economic Society, vol. 106(437), pages 1045-1055, July.
    3. Luc Anselin & Sanjeev Sridharan & Susan Gholston, 2007. "Using Exploratory Spatial Data Analysis to Leverage Social Indicator Databases: The Discovery of Interesting Patterns," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 82(2), pages 287-309, June.
    4. Túlio Cravo & Guilherme Resende, 2013. "Economic growth in Brazil: a spatial filtering approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 50(2), pages 555-575, April.
    5. Quah, Danny, 1997. "Empirics for growth and distribution," LSE Research Online Documents on Economics 2138, London School of Economics and Political Science, LSE Library.
    6. Carlos Mendez-Guerra, 2018. "On the distribution dynamics of human development: Evidence from the metropolitan regions of Bolivia," Economics Bulletin, AccessEcon, vol. 38(4), pages 2467-2475.
    7. Galvis-Aponte Luis Armando & Hahn-De-Castro Lucas Wilfried, 2016. "Crecimiento municipal en Colombia: el papel de las externalidades espaciales, el capital humano y el capital físico," Revista Sociedad y Economía, Universidad del Valle, CIDSE, issue 31, pages 11-286, May.
    8. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    9. Vicente Royuela & Gustavo Adolfo Garc�a, 2015. "Economic and Social Convergence in Colombia," Regional Studies, Taylor & Francis Journals, vol. 49(2), pages 219-239, February.
    10. 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.
    11. Adriana Camacho & Daniel Mejía, 2013. "Las externalidades de los Programas de Transferencias Condicionadas sobre el crimen: el caso de Familias en Acción en Bogotá," DOCUMENTOS CEDE 010552, UNIVERSIDAD DE LOS ANDES-CEDE.
    12. Danny Quah, 1996. "Twin Peaks: Growth and Convergence in Models of Distribution Dynamics," CEP Discussion Papers dp0280, Centre for Economic Performance, LSE.
    13. Sergio Rey & Brett Montouri, 1999. "US Regional Income Convergence: A Spatial Econometric Perspective," Regional Studies, Taylor & Francis Journals, vol. 33(2), pages 143-156.
    14. Coro CHASCO & Ana Mª LÓPEZ, 2009. "Multilevel Models: An Application To The Beta-Convergence Model," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 30, pages 35-58.
    15. Valencia Agudelo, Germán Darío & Cuartas Celis, Deiman, 2009. "Exclusión económica y violencia en Colombia, 1990-2008: una revisión de la literatura," Perfil de Coyuntura Económica, Universidad de Antioquia, CIE, December.
    16. Barro, Robert J & Sala-i-Martin, Xavier, 1992. "Convergence," Journal of Political Economy, University of Chicago Press, vol. 100(2), pages 223-251, April.
      • Barro, R.J. & Sala-I-Martin, X., 1991. "Convergence," Papers 645, Yale - Economic Growth Center.
      • Barro, Robert J. & Sala-i-Martin, Xavier, 1992. "Convergence," Scholarly Articles 3451299, Harvard University Department of Economics.
    17. Alexander Cotte Poveda, 2012. "Violence And Economic Development In Colombian Cities: A Dynamic Panel Data Analysis," Journal of International Development, John Wiley & Sons, Ltd., vol. 24(7), pages 809-827, October.
    18. Arthur Getis & J. Keith Ord, 2010. "The Analysis of Spatial Association by Use of Distance Statistics," Advances in Spatial Science, in: Luc Anselin & Sergio J. Rey (ed.), Perspectives on Spatial Data Analysis, chapter 0, pages 127-145, Springer.
    19. Stefano Magrini, 2009. "Why Should We Analyse Convergence Using the Distribution Dynamics Approach?," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 8(1), pages 5-34.
    20. Kenny, Charles, 2005. "Why Are We Worried About Income? Nearly Everything that Matters is Converging," World Development, Elsevier, vol. 33(1), pages 1-19, January.
    21. Manfred Fischer & Peter Stumpner, 2008. "Income distribution dynamics and cross-region convergence in Europe," Journal of Geographical Systems, Springer, vol. 10(2), pages 109-139, June.
    22. Buonanno, Paolo & Vargas, Juan F., 2019. "Inequality, crime, and the long run legacy of slavery," Journal of Economic Behavior & Organization, Elsevier, vol. 159(C), pages 539-552.
    23. Hengky Kurniawan & Henri L. F. de Groot & Peter Mulder, 2019. "Are poor provinces catching‐up the rich provinces in Indonesia?," Regional Science Policy & Practice, Wiley Blackwell, vol. 11(1), pages 89-108, March.
    24. Fajnzylber, Pablo & Lederman, Daniel & Loayza, Norman, 2002. "What causes violent crime?," European Economic Review, Elsevier, vol. 46(7), pages 1323-1357, July.
    25. Bernard Fingleton & Enrique López‐Bazo, 2006. "Empirical growth models with spatial effects," Papers in Regional Science, Wiley Blackwell, vol. 85(2), pages 177-198, June.
    26. Robert J. Barro & Xavier Sala-i-Martin, 1991. "Convergence across States and Regions," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 22(1), pages 107-182.
    27. Quah, Danny, 1997. "Empirics for Growth and Distribution: Stratification, Polarization, and Convergence Clubs," CEPR Discussion Papers 1586, C.E.P.R. Discussion Papers.
    28. Magrini, Stefano, 2004. "Regional (di)convergence," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 62, pages 2741-2796, Elsevier.
    29. Boris Branisa & Adriana Cardozo, 2009. "Revisiting the Regional Growth Convergence Debate in Colombia Using Income Indicators," Ibero America Institute for Econ. Research (IAI) Discussion Papers 194, Ibero-America Institute for Economic Research, revised 21 Aug 2009.
    30. Quah, D., 1990. "Galton'S Fallacy And The Tests Of The Convergence Hypothesis," Working papers 552, Massachusetts Institute of Technology (MIT), Department of Economics.
    31. Quah, Danny, 1996. "Twin peaks : growth and convergence in models of distribution dynamics," LSE Research Online Documents on Economics 2278, London School of Economics and Political Science, LSE Library.
    32. Mendez-Guerra, Carlos, 2019. "Environmental Efficiency and Regional Convergence Clusters in Japan: A Nonparametric Density Approach," MPRA Paper 92245, University Library of Munich, Germany.
    33. Epstein, Philip & Howlett, Peter & Schulze, Max-Stephan, 2003. "Distribution dynamics: stratification, polarization, and convergence among OECD economies, 1870-1992," Explorations in Economic History, Elsevier, vol. 40(1), pages 78-97, January.
    34. Danny Quah, 1997. "Empirics for Growth and Distribution," CEP Discussion Papers dp0324, Centre for Economic Performance, LSE.
    35. Boris Branisa & Adriana Cardozo, 2009. "Regional Growth Convergence in Colombia Using Social Indicators," Ibero America Institute for Econ. Research (IAI) Discussion Papers 195, Ibero-America Institute for Economic Research.
    36. Quah, Danny T, 1997. "Empirics for Growth and Distribution: Stratification, Polarization, and Convergence Clubs," Journal of Economic Growth, Springer, vol. 2(1), pages 27-59, March.
    37. Adriana Camacho & Daniel Mejía, 2013. "Las externalidades de los Programas de Transferencias Condicionadas sobre el crimen: el caso de Familias en Acción en Bogotá," Documentos CEDE 10552, Universidad de los Andes, Facultad de Economía, CEDE.
    38. J. V. Henderson & J. F. Thisse (ed.), 2004. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 4, number 4.
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    More about this item

    Keywords

    convergence; distribution dynamics; spatial autocorrelation; homicide rates; social development; Colombia; crime.;
    All these keywords.

    JEL classification:

    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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