Evaluación de la eficiencia en aeropuertos privatizados
Parole chiave:
gestión de aeropuertos, Análisis Envolvente de Datos, eficiencia aeroportuaria, transporte aéreo, Colombia.Abstract
Desde mediados de la década de 1990, y en varias fases temporales, se han privatizado los principales aeropuertos de Colombia. En base a ello, resulta de gran interés conocer, analizar e incluso medir la eficiencia técnica de los aeropuertos en un contexto de reforma estructural, es decir, evaluar la influencia de la privatización de los mismos en la eficiencia y en una relación ''antes-después''. La metodología utilizada para realizar el estudio es el Análisis Envolvente de Datos (DEA). Se utiliza esta metodología para estimar la eficiencia relativa de 16 aeropuertos (ahora ya privatizados) de Colombia y a nivel comparativo, es decir, en tres escenarios específicos consecutivos: gestión pública, transición, gestión privada. La metodología utiliza ''variables técnicas'' típicas (utilizadas en investigaciones similares). Los principales resultados de la investigación revelan índices de eficiencia global muy superiores cuando la gestión de los aeropuertos es completamente privada (es decir, realizada 100% por un operador privado) con respecto a cuando eran gestionados por el sector público.
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Riferimenti bibliografici
Abbott, M. & Wu S. (2002). Total factor productivity and efficiency of Australian airports. The Australian Economic Review, 35, 244-260.
Adler, N. & Liebert, V. (2014). Joint impact of competition, ownership form and economic regulation on airport performance and pricing. Transportation Research Part A, 64, 92–109.
Adler, N.; Liebert, V. & Yazhemsky, E. (2013). Benchmarking airports from a managerial perspective. Omega, 41(2), 442–458.
Adler, N. & Berechman, J. (2001). Measuring airport quality from the airlines’ viewpoint: an application of data envelopment analysis. Transport Policy, 8, 171-181.
Aerocivil (2018). Estadísticas de Transporte Aéreo. www.aerocivil.gov.co
Ahn, Y-H. & Min, H. (2014). Evaluating the multi-period operating efficiency of international airports using data envelopment analysis and the Malmquist productivity index. Journal of Air Transport Management, 39, 12-22.
Albalate, D.; Bel, G. & Fageda, X. (2014). Beyond pure public and pure private management models: partial privatization in the European airport industry. International Public Management Journal, 17(3), 308–327.
Almeida, M. R.; Mariano, E. B. & Rebelatto, D. A. N. (2017). Análise de Eficiência dos Aeroportos Internacionais Brasileiros. Revista Produção, 1-17.
Andersen, P. & Petersen, N. (1993). A procedure for ranking e_cient units in data envelopment analysis. Management Science, 39(10), 1261-1264.
Assaf, A. & Gillen, D. (2012). Measuring the joint impact of governance form and economic regulation on airport efficiency. European Journal of Operational Research, 220(1), 187–198.
Assaf, A. (2011). Bootstrapped malmquist indices of Australian airports. The Service Industries Journal, 31(5), 829–846.
Assaf, A. (2010). The cost efficiency of Australian airports post privatization: a Bayesian methodology. Tourism Management, 31(2), 267–273.
Banker, R.; Charnes, A. & Cooper, W. (1984). Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis. Management Science, 30(9), 1078-1092.
Barros, C. (2008). Airports in Argentina: technical efficiency in the context of an economic crisis. Journal of Air Transport Management, 14(6), 315-319.
Barros, C. & Dieke, P. (2008). Measuring the economic efficiency of airports: a Simar-Wilson methodology analysis. Transportation Research Part E, 44, 1039-1051.
Barros, C. & Dieke, P. (2007). Performance evaluation of Italian airports: a data envelopment analysis. Journal of Air Transport Management, 13, 184-191.
Bel, G. & Fageda, X. (2010). Privatization, regulation and airport pricing: an empirical analysis for Europe. Journal of Regulatory Economics, 37(2), 142–161.
Bosch, A. & García Montalvo, J. (2003). Free and Nondiscriminatory Access to Airports: A Proposal for Latin America. Working Paper, Inter-American Development Bank, Washington, D.C.
Carvallo, C (2008). Experiencia chilena en concesiones aeroportuarias. Santiago de Chile: Ministerio de Obras Públicas.
Charnes, A.; Cooper, W.; Lewin, A. & Seiford, L. (1994). Data Enveloment Analysis: Theory, Methodology and Applications. New York: Kluwer Academic Publishers.
Charnes, A.; Cooper, W.; Huang, M. & Sun, D. (1990). Polyhedral Cone-Ratio DEA Models with an Illustrative Application to Large Commercial Banks. Econometrics, 46, 73-91.
Charnes, A.; Cooper, W.; Golany, B.; Seiford, L. & Stutz, J. (1985). Foundations of data envelopment analysis for Pareto-Koopmans efficient empirical production functions. Journal of Econometrics, 30, 91-107.
Charnes, A.; Cooper, W.; Seiford, L. & Stutz, J. (1982). Multiplicative Model for Efficiency Analysis. Socio-Economic Planning Sciences, 16, 223-235.
Charnes, A.; Cooper, W. & Rhodes, E. (1981). Evaluating program and managerial efficiency: An application of data envelopment analysis to program follow through. Management Science, 27(6) 668–697.
Charnes, A.; Cooper, W. & Rhodes, E. (1979). Short communication: measuring the efficiency of decision making units. European Journal of Operational Research, 3(4), 339.
Charnes, A.; Cooper, W. & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2(6), 429-444.
Chen, Y.; Lai, P. & Piboonrungroj, P. (2017). The relationship between airport performance and privatisation policy: A nonparametric metafrontier approach. Journal of Transport Geography, 62, 229–235.
Congreso de la República (1993). Ley 80 de 1993. Estatuto General de Contratación de la Administración Pública. Bogotá (Colombia).
Curi, C.; Gitto, S. & Mancuso, P. (2011). New evidence on the efficiency of Italian airports: A bootstrapped DEA analysis. Socio-Economic Planning Sciences, 45, 84-93.
Curi, C.; Gitto, S. & Mancuso, P. (2010). The Italian airport industry in transitino: a performance analysis. Journal of Air Transport Management, 16, 2018–2221.
Díaz Olariaga, O. (2018). Prognosis de tráfico aéreo en contexto de post-liberalización del transporte aéreo. Caso de Colombia. Working Paper. doi: 10.13140/RG.2.2.11443.73760
Díaz Olariaga, O. (2017). Políticas de privatización de aeropuertos. El caso de Colombia. Documentos y Aportes en Administración Pública y Gestión Estatal, 29, 7-35.
Díaz Olariaga, O. (2016a). Análisis del desarrollo reciente del transporte aéreo en Colombia. Revista Transporte y Territorio, 14, 122-143.
Díaz Olariaga, O. (2016b). Análisis de la evolución de las políticas públicas y de regulación en la industria aeroportuaria en Colombia. Documentos y Aportes en Administración Pública y Gestión Estatal, 26, 7-42.
Díaz Olariaga, O. & Zea, J.F. (2018). Influence of the liberalization of the air transport industry on configuration of the traffic in the airport network. Transportation Research Procedia, 33, 43-50.
Díaz Olariaga, O. & Carvajal, A.F. (2016). Efectos de la liberalización en la geografía del transporte aéreo en Colombia. Cuadernos Geográficos, 55(2), 344-364.
Díaz Olariaga, O. & Ávila, J. (2015). Evolution of the airport and air transport industry in Colombia and its impact on the economy. Journal of Airline and Airport Management, 5(1), 39-66.
DNP (1994). Reordenamiento institucional y plan de expansión del sistema aeroportuario – Documento CONPES 2727. Bogotá: Departamento Nacional de Planeación.
Espirito Santo, R. A. (2013). Airport privatization and Business Models: What Brazil has and what Brazil Needs. Montreal: VI WALA Conference.
Farrell, M. (1957). The measurement of productive efficiency. Journal of the Royal Statistical Society, Series A, 3, 253–290.
Gillen, D. & Mantin, B. (2014). The importance of concession revenues in the privatization of airports. Transportation Research Part E, 68, 164–177.
Gillen, D. & Lall, A. (1997). Developing measures of airport productivity and performance: an application of data envelopment analysis. Transportation Research Part E, 33(4), 261–273.
Gitto, S. & Mancuso, P. (2012). Two faces of airport business: a non parametric analysis of the Italian airport industry. Journal of Air Transport Management, 20, 39–42.
Gutiérrez, E. & Lozano, S. (2016). Efficiency assessment and output maximization possibilities of European small and medium sized airports. Research in Transportation Economics, 56, 3–14.
Ha, H.K.; Yoshida, Y. & Zhang, A. (2010). Comparative analysis of efficiency for major Northeast Asia airports. Transportation Journal, 49(4), 9-23.
Kocak, H. (2011). Efficiency examination of Turkish airports with DEA approach. International Business Research, 4(2), 204-212.
Lai, P.; Potter, A. & Beynon, M. (2012).The development of benchmarking techniques in airport performance evaluation research. Transportation Journal, 51(3), 305–337.
Lam, S.W.; Low, J.M.W. & Tang, L.T. (2009). Operational efficiency across Asia-Pacific airports. Transportation Research Part E, 45(4), 654-665.
Lin, L. & Hong C. (2006). Operational performance evaluation of international major airports: an application of data envelopment analysis. Journal of Air Transport Management, 12, 342-351.
Lipovich, G. (2008). The privatization of Argentine airports. Journal of Air Transport Management, 14(1), 8–15.
Lo Storto, C. (2018). Ownership structure and the technical, cost, and revenue efficiency of Italian airports. Utilities Policy, 50, 175–193.
Malighetti, P.; Martini, G.; Paleari, S. & Redondi, R. (2007). An Empirical Investigation on the Efficiency, Capacity and Ownership of Italian Airports. Rivista di Politica Economica, 47(I-II), 157–188.
Marques, R.C.; Simoes, P. & Carvalho, P. (2015). The influence of the operational environment on efficiency of international airports. Journal of Advanced Transportation, 49(4), 511–522.
Marques, R.C. & Barros, C.P. (2011). Performance of European airports: regulation, ownership and managerial efficiency. Applied Economics Letters, 18(1), 29–37.
Martini, G.; Manello, A. & Scotti, D. (2013). The influence of fleet mix, ownership and LCCs on airports'technical/environmental efficiency. Transportation Research Part E, 50(1), 37–52.
Martín, J. & Roman, C. (2001). An application of DEA to measure the efficiency of Spanish airports prior to privatization. Journal of Air Transport Management, 7, 149-157.
Mendiola, A.; Arévalo, G.; Maratuech, P.; Pérez, J. & Valencia, J.C. (2011). Concesión del aeropuerto Jorge Chávez: evaluación del valor generado. Lima: ESAN Ediciones.
Oum, T. H.; Yan, J. & Yu, C. (2008). Ownership forms matter for airport efficiency: a stochastic frontier investigation of worldwide airports. Journal of Urban Economics, 64(2), 422–435.
Oum, T.H.; Adler, N. & Yu, C. (2006). Privatization, corporatization, ownership forms and their effects on the performance of the world's major airports. Journal of Air Transport Management, 12(3), 109–121.
Oum, T.; Yu, C. & Fu, X. (2003). A comparative analysis of productivity performance of the world’s major airports: summary report of the ATRS global airport benchmarking research report 2002. Journal of Air Transport Management, 9, 285-297.
Oum, T.; Zhang, A. & Zhang, Y. (2004). Alternative forms of economic regulation and their efficiency implications for airports. Journal of Transport Economics and Policy, 38, 217-246.
Pacheco, R. & Fernandes, E. (2003). Managerial efficiency of Brazilian airports. Transportation Research Part A, 37, 667-680.
Parker, D. (1999). The performance of BAA before and after privatization. Journal of Transport Economics and Policy, 33, 133-145.
Pels, E.; Nijkamp, P. & Rietveld, P. (2001). Relative efficiency of European airports. Transport Policy, 8, 183-192.
Pels, E.; Nijkamp, P. & Rietveld, P. (2003). Inefficiencies and scale economies of European airport operations. Transportation Research Part E, 39, 341-361.
Perelman, S. & Serebrisky, T. (2012). Measuring the technical efficiency of airports in Latin America. Utilities Policy, 22, 1–7.
Perico, A. E.; Santana, N. B. & Rebelatto, D. A. N. (2017). Eficiência dos aeroportos internacionais brasileiros: uma análise envoltória de dados com bootstrap. Gest. Prod., 24(2), 370-381.
Perico, A. E.; Santana, N. B. & Capelato, E. (2015). Eficiência Financeira dos Aeroportos Brasileiros: uma análise envoltória de dados. GEPROS - Gestão da Produção, Operações e Sistemas, 10(3), 83-96.
Rhodes, E. (1978). Data envelopment analysis and approaches for measuring the efficiency of decision-making units with an application to program follow-through in U.S. education (Ph.D. dissertation). Carnegie-Mellon University, Pennsylvania.
Rico Galeana, O. (2008). The privatization of Mexican airports. Journal of Air Transport Management, 14(6), 320-323.
Sarkis, J. & Talluri, S. (2004). Performance based clustering for benchmarking of US airports. Transportation Research Part A, 38, 329-346.
Sarkis, J. (2000). An analysis of the operational efficiency of major airports in the United States. Journal of Operations Management, 18, 335-51.
Serebrisky, T. (2012). Airport Economics in Latin America and the Caribbean. Washington D.C.: The World Bank.
Thompson, R.; Langemeier, L.; Lee, C.; Lee, E. & Thrall, R. (1990). The Role of Multiplier Bounds in Efficiency Analysis with Application to Kansas Farming. Econometrics, 46(1), 93-108.
Thompson, R.; Singleton, E.; Thrall, R. & Smith, B. (1986). Comparative Site Evaluations for Locating High Energy Physics Lab in Texas. Interfaces, 16(6), 35-49.
Tsui, W.; Balli, H.; Gilbey, A. & Gow, H. (2014). Operational efficiency of Asia-Pacific airports. Journal of Air Transport Management, 40, 16-24.
Ülkü, T. (2015). A comparative efficiency analysis of Spanish and Turkish airports. Journal of Air Transport Management, 46, 56-68
Wanke, P.; Barros, C. & Nwaogbe, O. (2016). Assessing productive efficiency in Nigerian airports using Fuzzy-DEA. Transport Policy, 49, 9–19.
Wanke, P.F. (2013). Physical infrastructure and flight consolidation efficiency drivers in Brazilian airports: a two-stage network-DEA approach. Journal Air Transport Management, 31, 1-5.
Yang, H.H. (2010a). Measuring the efficiency of Asia-Pacific international airports-Parametric and non-parametric evidence. Computers & Industrial Engineering, 59(4), 697-702.
Yang, H.H. (2010b). Efficiency and productivity evidence from international airports in the Asia-Pacific region. Journal of the Chinese Institute of Industrial Engineers, 27(2), 157-168.
Yoshida, Y. & Fujimoto, H. (2004). Japanese-airport benchmarking with the DEA and endogenous-weight TFP methods: testing the criticism of overinvestment in Japanese regional airports. Transportation Research Part E, 40, 533-546.