Análisis de la eficiencia y factores explicativos de la gestión de los municipios del Meta, Colombia

This research analyzes efficiency and explanatory management factors in the municipalities of Meta (Colombia) for the period 2010-2014. In order to provide a global and complementary view, an analysis was performed based on the efficiency estimated by the DNP (National Planning Department) for the p...

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Autores:
Díaz-Castro, Javier
Moreno, Justo de Jorge
Tipo de recurso:
Article of journal
Fecha de publicación:
2018
Institución:
Universidad Católica de Colombia
Repositorio:
RIUCaC - Repositorio U. Católica
Idioma:
spa
OAI Identifier:
oai:repository.ucatolica.edu.co:10983/16686
Acceso en línea:
https://hdl.handle.net/10983/16686
Palabra clave:
MUNICIPIOS
REGIÓN DEL META
DEA INTERTEMPORAL
EFICIENCIA
INVERSIÓN
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openAccess
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Derechos Reservados - Universidad Católica de Colombia, 2018
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repository_id_str
dc.title.spa.fl_str_mv Análisis de la eficiencia y factores explicativos de la gestión de los municipios del Meta, Colombia
title Análisis de la eficiencia y factores explicativos de la gestión de los municipios del Meta, Colombia
spellingShingle Análisis de la eficiencia y factores explicativos de la gestión de los municipios del Meta, Colombia
MUNICIPIOS
REGIÓN DEL META
DEA INTERTEMPORAL
EFICIENCIA
INVERSIÓN
title_short Análisis de la eficiencia y factores explicativos de la gestión de los municipios del Meta, Colombia
title_full Análisis de la eficiencia y factores explicativos de la gestión de los municipios del Meta, Colombia
title_fullStr Análisis de la eficiencia y factores explicativos de la gestión de los municipios del Meta, Colombia
title_full_unstemmed Análisis de la eficiencia y factores explicativos de la gestión de los municipios del Meta, Colombia
title_sort Análisis de la eficiencia y factores explicativos de la gestión de los municipios del Meta, Colombia
dc.creator.fl_str_mv Díaz-Castro, Javier
Moreno, Justo de Jorge
dc.contributor.author.spa.fl_str_mv Díaz-Castro, Javier
Moreno, Justo de Jorge
dc.subject.proposal.spa.fl_str_mv MUNICIPIOS
REGIÓN DEL META
DEA INTERTEMPORAL
EFICIENCIA
INVERSIÓN
topic MUNICIPIOS
REGIÓN DEL META
DEA INTERTEMPORAL
EFICIENCIA
INVERSIÓN
description This research analyzes efficiency and explanatory management factors in the municipalities of Meta (Colombia) for the period 2010-2014. In order to provide a global and complementary view, an analysis was performed based on the efficiency estimated by the DNP (National Planning Department) for the period 2006-2014. The study used the methodology of data envelopment analysis (DEA), with an intertemporal border; results reveal that the efficiency levels achieved in various sectors related to municipal activities were 81.3 % and 49.7 % in education; 66.6 % in health; and 52.8 % and 62.2 % in water. These efficiency levels show that, on average, the analyzed municipalities could be able to improve the management of their inputs. A more detailed analysis showed that 16 municipalities (29.6 %) are above the average efficiency level in education; 10 municipalities (18.5 %) in health; and 13 municipalities (24 %) in water. The most important explanatory factors for efficiency have been investment in relation to population in any of the studied activities (education, health, and water), as well as the characteristics of the region to which the municipalities belong, in terms of population, area or altitude.
publishDate 2018
dc.date.accessioned.spa.fl_str_mv 2018-08-28T20:24:38Z
dc.date.available.spa.fl_str_mv 2018-08-28T20:24:38Z
dc.date.issued.spa.fl_str_mv 2018-01
dc.type.spa.fl_str_mv Artículo de revista
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dc.identifier.citation.spa.fl_str_mv Díaz-Castro, J. & Moreno, J. de J. (2018). Análisis de la eficiencia y factores explicativos de la gestión de los municipios del Meta, Colombia. Revista Finanzas y Política Económica, 10, p. 211 - 234.
dc.identifier.issn.spa.fl_str_mv 2248-6046
dc.identifier.uri.spa.fl_str_mv https://hdl.handle.net/10983/16686
identifier_str_mv Díaz-Castro, J. & Moreno, J. de J. (2018). Análisis de la eficiencia y factores explicativos de la gestión de los municipios del Meta, Colombia. Revista Finanzas y Política Económica, 10, p. 211 - 234.
2248-6046
url https://hdl.handle.net/10983/16686
dc.language.iso.spa.fl_str_mv spa
language spa
dc.relation.ispartof.spa.fl_str_mv Revista Finanzas y Política Económica, Vol. 10, no. 1 (ene. – jun. 2018); p. 211-234. http://dx.doi.org/10.14718/revfinanzpolitecon.2018.10.1.9
dc.relation.references.spa.fl_str_mv Afonso, A. y Fernandes, S. (2005). Assessing and explaining the relative efficiency of local government. The Journal of Socio-Economics, 37(5), 1946-1979.
Afonso, A. y Venancio, A. (2016). The relevance of commuting zones for regional spending efficiency. Applied Economics, 48(10), 865-877.
Athanassopoulos, A. D. (1998). Decision support for target-based resource allocation of public services in multiunit and multilevel systems. Management Science, 44(2), 173-189.
Balaguer-Coll, M. T., Prior, D. y Tortosa-Ausina, E. (2013). Output complexity, environmental conditions, and the efficiency of municipalities. Journal of Productivity Analysis, 39, 303-324.
Banker, R. D., Charnes, A. y Cooper, W. W. (1984). Some models for estimating technical and scale inefficiencies in data envelopment analysis. Manage Science, 30(9), 1078-1092.
Charnes, A., Cooper, W. W. y Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operation Research, 2(6), 429-444.
Cordero, J. M., Pedraja-Chaparro, F., Pisaflores, E. C. y Polo, C. (2017). Efficiency assessment of Portuguese municipalities using a conditional nonparametric approach. Journal of Productivity Analysis, 48, 1-24.
Da Cruz, N. F. y Marques, R. C. (2014). Revisiting the determinants of local governments performance. Omega, 44, 91-103.
De Borger, B. y Kerstens, K. (1996). Cost efficiency of Belgian local governments: a comparative analysis of FDH, DEA, and econometric approaches. Regional Science and Urban Economics, 26, 145-170.
D’Inverno, G., Carosi, L. y Ravagli, L. (2018). Global public spending efficiency in Tuscan municipalities. Socio-Economic Planning Sciences, 61, 102-113.
De Borger, B. y Kerstens, K. (2000). What is known about municipal efficiency? The Belgian case and beyond. En J. L. Blank (Ed.), Public provision and performance: Contributions from efficiency and productivity measurement (pp. 299-330). Ámsterdam: Elsevier.
Distexhe, V. (1993). L’efficacite productive des services d’ enlevement des immondices en Wallonie. Cahiers Economiques de Bruxelles, 137, 119-138.
Drake, L. y Simper, R. (2003). The measurement of English and Welsh police force efficiency: A comparison of distance function models. European Journal Operation Research, 147(1), 165-186.
El-Mahgary, S. y Lahdelma, R. (1995). Data envelopment analysis: visualizing the results. European Journal Operation Research, 83(3), 700-710.
Freíd, H. O. y Klein, J. D. (1999). Efficiencies in United States metropolitan areas. En J. L. Blank (Ed.), Public provision and performance. Contributions efficiency and productivity measurement. Ámsterdam: Elsevier.
Karlaftis, M. G. (2004). A DEA approach for evaluating the efficiency and effectiveness of urban transit systems. European Journal Operation Research, 152(2), 354-364.
Municipios.com.co (s. f.). Municipios de Meta. Recuperado de http://www.municipios.com.co/municipios
Nijkamp, P. y Suzuki, S. (2009). A generalized goals-achievement model in data envelopment analysis: An application to efficiency improvement in local government finance in Japan. Spatial Economic Analysis, 4(3), 249-274.
Osborne, S. P. (2006). The new public governance? Public Management Review, 8(3), 377-387.
Pina, V. y Torres, L. (2001). Analysis of the efficiency of local government services delivering. An application to public urban transport. Transportation Research, parte A, 35, 929-944.
Prado, J. M. y García-Sanchez, I. M. (2007). Efficiency evaluation in municipal services: An application to the street lighting service in Spain. Journal Productivity Analysis, 27, 149-162.
Prieto, A. M. y Zofio, J. L. (2001). Evaluating effectiveness in public provision of infrastructure and equipment: the case of Spanish municipalities. Journal Productivity Analysis, 15(1), 41-58.
Quah, D. T. (1993a). Empirical cross-section dynamics in economic growth. European Economic Review, 37, 426-434.
Quah, D. T. (1993b). Galton’s fallacy and Test of the Convergence Hypotheses. Scandinavian Journal of Economics, 95, 427-443.
Quah, D. T. (1996). Twin peaks: Growth and convergence in models of distribution dynamics. The Economic Journal, 106, 1045-1055.
Quah, D. T. (1997). Empirics for growth and distribution: Stratification, polarization and convergence clubs. Journal of Economic Growth, 2, 27-59.
Scott, W. D. (1992). Multivariate density estimation: Theory, practice, and visualization. The Annals of Statistics, 20, 1236-1265.
Sheather, W. y Jones, M. (1991). A reliable data-based bandwidth selection method for Kernel density estimation. Journal of the Royal Statistical Society, serie B, 53(3), 683-690.
Stokey, N. L. y Lucas, R. E. (1989). Recursive methods in economic dynamics. Cambridge: Harvard University Press.
Taïrou, A. (2000). Does inefficiency explain financial vulnerability of French municipalities? En International Conference on Accounting, Auditing and Management in Public Sector Reforms. Saragossa: EIASM.
Tulkens, H. y Van den Eeckaut, P. (1995). Non-parametric efficiency, progress and regress measures for panel data: Methodological aspects. European Journal of Operational Research, 80(3), 474-499.
Tupper, H. C. y Resende, M. (2004). Efficiency and regulatory issues in the Brazilian water and sewage sector: an empirical study. Utility Policy, 12, 29-40.
Vilardell, I. (1989). L’eficiencia en l’actuació de les administracions municipals: una evaluacion del servei de recollida de residus sólids urbans. Revista Económica de Catalunya, 11, 19-33.
Worthington, A. C. (2000). Cost efficiency in Australian local government: a comparative analysis of mathematical programming and econometric approaches. Financial Accountability and Management, 16(3), 201-221.
Worthington, A. C. y Dollery, B. E. (2000). An empirical survey of frontier efficiency measurement techniques in local government. Local Government Studies, 26(2), 23-52.
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spelling Díaz-Castro, Javierb7267ad3-0085-47e6-b0b1-99605942011c-1Moreno, Justo de Jorge0248d705-f582-4950-8594-54a76698a749-12018-08-28T20:24:38Z2018-08-28T20:24:38Z2018-01This research analyzes efficiency and explanatory management factors in the municipalities of Meta (Colombia) for the period 2010-2014. In order to provide a global and complementary view, an analysis was performed based on the efficiency estimated by the DNP (National Planning Department) for the period 2006-2014. The study used the methodology of data envelopment analysis (DEA), with an intertemporal border; results reveal that the efficiency levels achieved in various sectors related to municipal activities were 81.3 % and 49.7 % in education; 66.6 % in health; and 52.8 % and 62.2 % in water. These efficiency levels show that, on average, the analyzed municipalities could be able to improve the management of their inputs. A more detailed analysis showed that 16 municipalities (29.6 %) are above the average efficiency level in education; 10 municipalities (18.5 %) in health; and 13 municipalities (24 %) in water. The most important explanatory factors for efficiency have been investment in relation to population in any of the studied activities (education, health, and water), as well as the characteristics of the region to which the municipalities belong, in terms of population, area or altitude.Esta investigación analiza la eficiencia y los factores explicativos en los municipios del Meta, Colombia, para el periodo 2010-2014. Con el fin de ofrecer una visión global y complementaria, se realizó un análisis a partir de la eficiencia estimada por el Departamento Nacional de Planeación (DNP), que comprendió el periodo 2006-2014. Se utilizó una metodología de análisis envolvente de datos DEA, con una frontera intertemporal; los resultados revelan que los niveles de eficiencia alcanzados en los diferentes sectores relacionados con las actividades municipales han sido del 81,3 % y 49,7 % en educación, 66,6 % en salud y 52,8 % y 62,2 % en agua. Estos niveles de eficiencia ponen de manifiesto que, en términos medios, los municipios analizados podrían mejorar la gestión de sus inputs. El estudio realizado con mayor detalle demostró que 16 municipios (29,6 %) se encuentran por encima del nivel de eficiencia media en educación; 10 municipios (18,5 %) lo están en salud, y 13 municipios (24 %), en agua. Como factores explicativos de la eficiencia se encuentran, por un lado, la inversión en relación con la población, en cualquiera de las actividades de educación, salud y agua, y, por otro, las características de la región a la cual pertenecen los ayuntamientos, en términos de población, área o altitud.application/pdfDíaz-Castro, J. & Moreno, J. de J. (2018). Análisis de la eficiencia y factores explicativos de la gestión de los municipios del Meta, Colombia. Revista Finanzas y Política Económica, 10, p. 211 - 234.2248-6046https://hdl.handle.net/10983/16686spaUniversidad Católica de Colombia. Facultad de Ciencias Económicas y AdministrativasRevista Finanzas y Política Económica, Vol. 10, no. 1 (ene. – jun. 2018); p. 211-234. http://dx.doi.org/10.14718/revfinanzpolitecon.2018.10.1.9Afonso, A. y Fernandes, S. (2005). Assessing and explaining the relative efficiency of local government. The Journal of Socio-Economics, 37(5), 1946-1979.Afonso, A. y Venancio, A. (2016). The relevance of commuting zones for regional spending efficiency. Applied Economics, 48(10), 865-877.Athanassopoulos, A. D. (1998). Decision support for target-based resource allocation of public services in multiunit and multilevel systems. Management Science, 44(2), 173-189.Balaguer-Coll, M. T., Prior, D. y Tortosa-Ausina, E. (2013). Output complexity, environmental conditions, and the efficiency of municipalities. Journal of Productivity Analysis, 39, 303-324.Banker, R. D., Charnes, A. y Cooper, W. W. (1984). Some models for estimating technical and scale inefficiencies in data envelopment analysis. Manage Science, 30(9), 1078-1092.Charnes, A., Cooper, W. W. y Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operation Research, 2(6), 429-444.Cordero, J. M., Pedraja-Chaparro, F., Pisaflores, E. C. y Polo, C. (2017). Efficiency assessment of Portuguese municipalities using a conditional nonparametric approach. Journal of Productivity Analysis, 48, 1-24.Da Cruz, N. F. y Marques, R. C. (2014). Revisiting the determinants of local governments performance. Omega, 44, 91-103.De Borger, B. y Kerstens, K. (1996). Cost efficiency of Belgian local governments: a comparative analysis of FDH, DEA, and econometric approaches. Regional Science and Urban Economics, 26, 145-170.D’Inverno, G., Carosi, L. y Ravagli, L. (2018). Global public spending efficiency in Tuscan municipalities. Socio-Economic Planning Sciences, 61, 102-113.De Borger, B. y Kerstens, K. (2000). What is known about municipal efficiency? The Belgian case and beyond. En J. L. Blank (Ed.), Public provision and performance: Contributions from efficiency and productivity measurement (pp. 299-330). Ámsterdam: Elsevier.Distexhe, V. (1993). L’efficacite productive des services d’ enlevement des immondices en Wallonie. Cahiers Economiques de Bruxelles, 137, 119-138.Drake, L. y Simper, R. (2003). The measurement of English and Welsh police force efficiency: A comparison of distance function models. European Journal Operation Research, 147(1), 165-186.El-Mahgary, S. y Lahdelma, R. (1995). Data envelopment analysis: visualizing the results. European Journal Operation Research, 83(3), 700-710.Freíd, H. O. y Klein, J. D. (1999). Efficiencies in United States metropolitan areas. En J. L. Blank (Ed.), Public provision and performance. Contributions efficiency and productivity measurement. Ámsterdam: Elsevier.Karlaftis, M. G. (2004). A DEA approach for evaluating the efficiency and effectiveness of urban transit systems. European Journal Operation Research, 152(2), 354-364.Municipios.com.co (s. f.). Municipios de Meta. Recuperado de http://www.municipios.com.co/municipiosNijkamp, P. y Suzuki, S. (2009). A generalized goals-achievement model in data envelopment analysis: An application to efficiency improvement in local government finance in Japan. Spatial Economic Analysis, 4(3), 249-274.Osborne, S. P. (2006). The new public governance? Public Management Review, 8(3), 377-387.Pina, V. y Torres, L. (2001). Analysis of the efficiency of local government services delivering. An application to public urban transport. Transportation Research, parte A, 35, 929-944.Prado, J. M. y García-Sanchez, I. M. (2007). Efficiency evaluation in municipal services: An application to the street lighting service in Spain. Journal Productivity Analysis, 27, 149-162.Prieto, A. M. y Zofio, J. L. (2001). Evaluating effectiveness in public provision of infrastructure and equipment: the case of Spanish municipalities. Journal Productivity Analysis, 15(1), 41-58.Quah, D. T. (1993a). Empirical cross-section dynamics in economic growth. European Economic Review, 37, 426-434.Quah, D. T. (1993b). Galton’s fallacy and Test of the Convergence Hypotheses. Scandinavian Journal of Economics, 95, 427-443.Quah, D. T. (1996). Twin peaks: Growth and convergence in models of distribution dynamics. The Economic Journal, 106, 1045-1055.Quah, D. T. (1997). Empirics for growth and distribution: Stratification, polarization and convergence clubs. Journal of Economic Growth, 2, 27-59.Scott, W. D. (1992). Multivariate density estimation: Theory, practice, and visualization. The Annals of Statistics, 20, 1236-1265.Sheather, W. y Jones, M. (1991). A reliable data-based bandwidth selection method for Kernel density estimation. Journal of the Royal Statistical Society, serie B, 53(3), 683-690.Stokey, N. L. y Lucas, R. E. (1989). Recursive methods in economic dynamics. Cambridge: Harvard University Press.Taïrou, A. (2000). Does inefficiency explain financial vulnerability of French municipalities? En International Conference on Accounting, Auditing and Management in Public Sector Reforms. Saragossa: EIASM.Tulkens, H. y Van den Eeckaut, P. (1995). Non-parametric efficiency, progress and regress measures for panel data: Methodological aspects. European Journal of Operational Research, 80(3), 474-499.Tupper, H. C. y Resende, M. (2004). Efficiency and regulatory issues in the Brazilian water and sewage sector: an empirical study. Utility Policy, 12, 29-40.Vilardell, I. (1989). L’eficiencia en l’actuació de les administracions municipals: una evaluacion del servei de recollida de residus sólids urbans. Revista Económica de Catalunya, 11, 19-33.Worthington, A. C. (2000). Cost efficiency in Australian local government: a comparative analysis of mathematical programming and econometric approaches. Financial Accountability and Management, 16(3), 201-221.Worthington, A. C. y Dollery, B. E. (2000). An empirical survey of frontier efficiency measurement techniques in local government. Local Government Studies, 26(2), 23-52.Derechos Reservados - Universidad Católica de Colombia, 2018info:eu-repo/semantics/openAccessAtribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)https://creativecommons.org/licenses/by-nc-nd/4.0/http://purl.org/coar/access_right/c_abf2https://editorial.ucatolica.edu.co/ojsucatolica/revistas_ucatolica/index.php/RFYPE/article/view/1504/1751MUNICIPIOSREGIÓN DEL METADEA INTERTEMPORALEFICIENCIAINVERSIÓNAnálisis de la eficiencia y factores explicativos de la gestión de los municipios del Meta, ColombiaArtículo de revistahttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1Textinfo:eu-repo/semantics/articlehttp://purl.org/redcol/resource_type/ARTinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/version/c_970fb48d4fbd8a85PublicationORIGINAL13 Análisis de factores de eficiencia y gestión explicativa en los municipios de Meta Colombia.pdf13 Análisis de factores de eficiencia y gestión explicativa en los municipios de Meta Colombia.pdfapplication/pdf1638007https://repository.ucatolica.edu.co/bitstreams/5ce70ea6-ed61-4267-93ea-db2719be7d3e/download04ab301d43652884de4f58e9cd5237cfMD51TEXT13 Análisis de factores de eficiencia y gestión explicativa en los municipios de Meta Colombia.pdf.txt13 Análisis de factores de eficiencia y gestión explicativa en los municipios de Meta Colombia.pdf.txtExtracted texttext/plain68233https://repository.ucatolica.edu.co/bitstreams/56544ef8-604d-4325-b77c-ee3d4495d038/downloadb037999b00cfa4e5b3db8cf946c794a0MD52THUMBNAIL13 Análisis de factores de eficiencia y gestión explicativa en los municipios de Meta Colombia.pdf.jpg13 Análisis de factores de eficiencia y gestión explicativa en los municipios de Meta Colombia.pdf.jpgRIUCACimage/jpeg77535https://repository.ucatolica.edu.co/bitstreams/f7fe2737-0a97-4c7a-98bd-27edef11448b/download06d3cfc8ccce236ec375b668ed301f31MD5310983/16686oai:repository.ucatolica.edu.co:10983/166862023-03-24 16:28:59.943https://creativecommons.org/licenses/by-nc-nd/4.0/Derechos Reservados - Universidad Católica de Colombia, 2018https://repository.ucatolica.edu.coRepositorio Institucional Universidad Católica de Colombia - RIUCaCbdigital@metabiblioteca.com