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Desarro. soc. | eISSN 1900-7760 | ISSN 0120-3584

Spatial Unemployment Differentials in Colombia

No. 76 (2016-01-01)
  • Ana María Díaz
    Pontificia Universidad Javeriana, Departamento de Economía, Calle 40 No. 6-23, Ed. Gabriel Giraldo S. J. Piso 8°, Bogotá. E-mail: a.diaze@javeriana.edu.co.

Abstract

Between 1993 and 2005 Colombian municipalities experienced a polarization process, as municipalities' unemployment rates followed different evolutions that are relative to the National average. This process was been accompanied by the creation of unemployment clusters. This paper uses a spatial Durbin model to explore the influence of various factors in determining differences in regional unemployment rates and proposes a decomposition methodology to quantify how much of the variation in unemployment rate is explained by the variables included in the model and how much is explained by the variables omitted. According to our findings, differences in labor demand, immigration rates, and urbanization are factors behind the observed municipal unemployment disparities. This paper also explores whether different groups of regions will react differently to a labor market impulse.

Keywords: Local labor markets, unemployment differential, polarization, clustering, spatial econometrics, spatial Durbin model

References

Anselin, L. (1988). Spatial econometrics: Methods and models. Springer Science & Business Media, New York.

Aragon, Y., Haughton, D., Haughton, J., Leconte, E., Malin, E., Ruiz-Gazen, A., & Thomas- Agnan, C. (2003). Explaining the pattern of regional unemployment: The case of the Midi-Pyr´en´ees region. Papers in Regional Science, 82(2), 155-174.

Arango, L. E. (2011). Mercado de trabajo de Colombia: suma de partes heterogéneas (Borradores de Economía 671). Banco de la República.

Bande, R., & Karanassou, M. (2009). Labour market flexibility and regional unemployment rate dynamics: Spain 1980-1995. Papers in Regional Science, 88(1), 181-207.

Basile, R., Girardi, A., & Mantuano, M. (2009). Regional unemployment traps in Italy: Assessing the evidence (Working Paper 96). ISAE.

Blanchard, O. J., Katz, L. F., Hall, R. E., & Eichengreen, B. (1992). Regional evolutions. Brookings Papers in Economic Activity, 1992(1), 1-75.

Bradley, S., & Taylor, J. (1997). Unemployment in Europe: A comparative analysis of regional disparities in Germany, Italy and the UK. Kyklos, 50, 221-245.

Burridge, P., & Gordon, I. (1981). Unemployment in the British metropolitan labour areas. Oxford Economic Papers, 33(2), 274-297.

Cárdenas, C., Hernández, M. A., & Torres, J. (2014). An exploratory analysis of heterogeneity on regional labour markets and unemployment rates in Colombia: An MFACT approach (Borradores de Economía 802). Banco de la República.

Cardenas, M., & Bernal, R. (2003). Determinants of labor demand in Colombia: 1976-1996 (Working Papers 10077). National Bureau of Economic Research, Inc, November.

Cracolici, M. F., Cuffaro, M., Nijkamp, P., & delle Scienza, V. (2007). Geographical distribution of unemployment: An analysis of provincial differences in Italy. Growth and Change, 38(4), 649-670.

Decressin, J., & Fatás, A. (1995). Regional labor market dynamics in Europe. European Economic Review, 39(9), 1627-1655.

Durlauf, S. N., & Quah, D. T. (1999). The new empirics of economic growth. Handbook of Macroeconomics, 1, 235-308.

Elhorst, J. P. (2003). The mystery of regional unemployment differentials: Theoretical and empirical explanations. Journal of Economic Surveys, 17, 709-748.

Elhorst, J. P. (2010). Applied spatial econometrics. Raising the Bar, 5(1), 9-28.

Epifani, P., & Gancia, G. A. (2005). Trade, migration and regional unemployment. Regional Science and Urban Economics, 35(6), 625-644.

Filiztekin, A. (2009). Regional unemployment in Turkey. Papers in Regional Science, 88(4), 863-878.

Galvis, L. A. (2002). Integración regional de los mercados laborales en Colombia,1984-2000. (Documentos de Trabajo sobre Economía Regional 27). Banco de la República.

Glaeser, E. L., & Mare, D. C. (2001). Cities and skills. Journal of Labor Economics, 19(2), 316-342.

Harris, J. R., & Todaro, M. P. (1970). Migration, unemployment and development: A two-sector analysis. The American Economic Review, 60(1), 126-142.

Katz, L. F., & Murphy, K. M. (1992). Changes in relative wages, 1963-1987: Supply and demand factors. The Quarterly Journal of Economics, 107(1), 35-78.

LeSage, J. P. (1999). Spatial econometrics. Regional Research Institute, West Virginia University, Morgantown, WV.

LeSage, J. P., & Fischer, M. M. (2008). Spatial growth regressions: Model specification, estimation and interpretation. Spatial Economic Analysis, 3(3), 275-304.

LeSage, J. P., & Pace, R. K. (2009). Introduction to spatial econometrics. Chapman & Hall/CRC, Boca Raton, FL.

Lopez-Bazo, E., Del Barrio, T., & Artis, M. (2002). The regional distribution of Spanish unemployment: A spatial analysis. Papers in Regional Science, 81(3), 365-389.

Lopez-Bazo, E., Del Barrio, T., & Artis, M. (2005). Geographical distribution of unemployment in Spain. Regional studies. The Journal of the Regional Studies Association, 39(3), 305-318.

Lora, E., & Marquez, G. (March 1998). The employment problem in Latin America: Perceptions and stylized facts (RES Working Papers 4114). Inter-American Development Bank, Research Department.

Lucas, R., Prescott, E. C., & Stokey, N. (1989). Recursive methods in economic dynamics. Harvard University Press, Cambridge, MA.

Magrini, S. (2007). Analysing convergence through the distribution dynamics approach: Why and how? (Working Paper 2007-13). University of Venice, Department of Economics.

Manning, A. (2004). We can work it out: The impact of technological change on the demand for low-skill workers. Scottish Journal of Political Economy, 51(5), 581-608.

Marston, S. T. (1985). Two views of the geographic distribution of unemployment. The Quarterly Journal of Economics, 100(1), 57-79.

Martin, R., & Morrison, P. (2003). Thinking about the geographies of labour. Geographies of Labour Market Inequality, 3-20.

Merchán, C. (2014). Desempleo y ocupación en las ciudades colombianas. Un ejercicio con datos panel (Technical Report). Departamento Nacional de Planeación.

Mincer, J. (1991). Education and unemployment (Working Paper 1991). NBER.

Molho, I. (1995). Spatial autocorrelation in British unemployment. Journal of Regional Science, 35(4), 641-658.

Moretti, E. (2004). Human capital externalities in cities. Handbook of Regional and Urban Economics, 4, 2243-2291.

Niebuhr, A. (2003). Spatial interaction and regional unemployment in Europe. European Journal of Spatial Development, 5, 2-24.

Núñez, J. (2005). Success and failure of labor market reform in Colombia (Technical Report). Banco de la República de Colombia.

Overman, H. G., & Puga, D. (2002). Unemployment clusters across Europe's regions and countries. Economic Policy, 17(34), 117-147.

Partridge, M. D., & Rickman, D. S. (1995). Differences in state unemployment rates: The role of labor and product market structural shifts. Southern Economic Journal, 62(1), 89-106.

Patacchini, E., & Zenou, Y. (2007). Spatial dependence in local unemployment rates. Journal of Economic Geography, 7(2), 169-191.

Puga, D. (2002). European regional policies in light of recent location theories. Journal of Economic Geography, 2(4), 373-406.

Rauch, J. E. (1993). Productivity gains from geographic concentration of human capital: Evidence from the cities. Journal of Urban Economics, 34(3), 380-400.

Saavedra, J. (2003). Labor markets during the 1990s (chap. 9, pp. 213-263). Institute for International Economics, Washington, D. C.

Saint-Paul, G. (1996). Unemployment and increasing private returns to human capital. Journal of Public Economics, 61(1), 1-20.

Stevens, B. H., & Moore, C. (1978). A critical review of the literature on shift-share as a forecasting technique. Regional Science Research Institute, Amherst, MA.

Suedekum, J. (2005). Increasing returns and spatial unemployment disparities. Papers in Regional Science, 84(2), 159-181.

Vom Berge, P. (2011). Search unemployment and new economic geography. The Annals of Regional Science, 50(3), 1-21.