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Efficiency assessment of container operations of shipping agents in Spanish ports

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  • E. Gutiérrez
  • S. Lozano
  • B. Adenso-Díaz
  • P. González-Torre

Abstract

In this paper a two-stage Data Envelopment Approach is used to assess the relative efficiency of container shipping agents operating at Spanish ports, and studying the factors influencing it. In the first stage, an input-oriented, Variable Returns to Scale (VRS) model is used to compute efficiency scores of the different shipping agents. The model considers labor as input, and numbers of loaded and unloaded containers handled as outputs. Scale efficiency, returns to scale and average efficiency of shipping agents at each port are reported. In the second stage, different regression approaches are applied to relate the efficiency scores obtained to a number of exogenous variables. The results identify as significant some of these variables such as the number of container lines with which it operates. Belonging to each of four clusters identified from the dataset seems also to have a significant influence on the efficiency of the studied agents.

Suggested Citation

  • E. Gutiérrez & S. Lozano & B. Adenso-Díaz & P. González-Torre, 2015. "Efficiency assessment of container operations of shipping agents in Spanish ports," Maritime Policy & Management, Taylor & Francis Journals, vol. 42(6), pages 591-607, August.
    • Handle: RePEc:taf:marpmg:v:42:y:2015:i:6:p:591-607
    DOI: 10.1080/03088839.2014.990408
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    1. Lansink, Alfons Oude & Reinhard, Stijn, 2004. "Investigating technical efficiency and potential technological change in Dutch pig farming," Agricultural Systems, Elsevier, vol. 79(3), pages 353-367, March.
    2. Wang, Shuaian & Meng, Qiang, 2012. "Liner ship fleet deployment with container transshipment operations," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 48(2), pages 470-484.
    3. Banker, Rajiv D., 1984. "Estimating most productive scale size using data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 17(1), pages 35-44, July.
    4. Hung, Shiu-Wan & Lu, Wen-Min & Wang, Tung-Pao, 2010. "Benchmarking the operating efficiency of Asia container ports," European Journal of Operational Research, Elsevier, vol. 203(3), pages 706-713, June.
    5. Pallis, Athanasios A. & Syriopoulos, Theodore, 2007. "Port governance models: Financial evaluation of Greek port restructuring," Transport Policy, Elsevier, vol. 14(3), pages 232-246, May.
    6. Wu, Yen-Chun Jim & Goh, Mark, 2010. "Container port efficiency in emerging and more advanced markets," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 46(6), pages 1030-1042, November.
    7. Ali Ataullah & Hang Le, 2006. "Economic reforms and bank efficiency in developing countries: the case of the Indian banking industry," Applied Financial Economics, Taylor & Francis Journals, vol. 16(9), pages 653-663.
    8. 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.
    9. Hoff, Ayoe, 2007. "Second stage DEA: Comparison of approaches for modelling the DEA score," European Journal of Operational Research, Elsevier, vol. 181(1), pages 425-435, August.
    10. Carlos Pestana Barros & Manolis Athanassiou, 2004. "Efficiency in European Seaports with DEA: Evidence from Greece and Portugal," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 6(2), pages 122-140, June.
    11. Leonardo Ramos Rios & Antonio Carlos Gastaud Maçada, 2006. "Analysing the Relative Efficiency of Container Terminals of Mercosur using DEA," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 8(4), pages 331-346, December.
    12. Teng-Fei Wang & Kevin Cullinane, 2006. "The Efficiency of European Container Terminals and Implications for Supply Chain Management," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 8(1), pages 82-99, March.
    13. Athanasios A. Pallis & Thomas K. Vitsounis & Peter W. De Langen, 2009. "Port Economics, Policy and Management: Review of an Emerging Research Field," Transport Reviews, Taylor & Francis Journals, vol. 30(1), pages 115-161, February.
    14. Afonso, Antonio & St. Aubyn, Miguel, 2006. "Cross-country efficiency of secondary education provision: A semi-parametric analysis with non-discretionary inputs," Economic Modelling, Elsevier, vol. 23(3), pages 476-491, May.
    15. Shiuh-Nan Hwang & Tong-Liang Kao, 2008. "Using two-stage DEA to measure managerial efficiency change of non-life insurance companies in Taiwan," International Journal of Management and Decision Making, Inderscience Enterprises Ltd, vol. 9(4), pages 377-401.
    16. Cullinane, Kevin & Song, Dong-Wook, 2006. "Estimating the Relative Efficiency of European Container Ports: A Stochastic Frontier Analysis," Research in Transportation Economics, Elsevier, vol. 16(1), pages 85-115, January.
    17. Carlos Pestana Barros & Nicolas Peypoch, 2007. "Comparing Productivity Change in Italian and Portuguese Seaports using the Luenberger Indicator Approach," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 9(2), pages 138-147, June.
    18. Carlos Pestana Barros & J. Augusto Felício & Renato Leite Fernandes, 2012. "Productivity analysis of Brazilian seaports," Maritime Policy & Management, Taylor & Francis Journals, vol. 39(5), pages 503-523, September.
    19. Gadhia, Hitesh K. & Kotzab, Herbert & Prockl, Günter, 2011. "Levels of internationalization in the container shipping industry: an assessment of the port networks of the large container shipping companies," Journal of Transport Geography, Elsevier, vol. 19(6), pages 1431-1442.
    20. Jean-Pascal Guironnet & N. Peyroch & B. Solonandrasana, 2009. "A Note on Productivity Change in French and Italian Seaports," Post-Print hal-00430368, HAL.
    21. Khalid Bichou & Michael G H Bell, 2007. "Internationalisation and Consolidation of the Container Port Industry: Assessment of Channel Structure and Relationships," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 9(1), pages 35-51, March.
    22. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    23. Shunsuke Managi, 2007. "Maritime Shipping Industry and Productivity in Japan," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 9(4), pages 291-301, December.
    24. Estache, Antonio & de la Fe, Beatriz Tovar & Trujillo, Lourdes, 2004. "Sources of efficiency gains in port reform: a DEA decomposition of a Malmquist TFP index for Mexico," Utilities Policy, Elsevier, vol. 12(4), pages 221-230, December.
    25. Carlos Pestana Barros, 2006. "A Benchmark Analysis of Italian Seaports Using Data Envelopment Analysis," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 8(4), pages 347-365, December.
    26. Tongzon, Jose, 2001. "Efficiency measurement of selected Australian and other international ports using data envelopment analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 35(2), pages 107-122, February.
    27. Naima Saeed, 2009. "An analysis of carriers’ selection criteria when choosing container terminals in Pakistan," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 11(3), pages 270-288, September.
    28. Rajiv D. Banker & Ram Natarajan, 2008. "Evaluating Contextual Variables Affecting Productivity Using Data Envelopment Analysis," Operations Research, INFORMS, vol. 56(1), pages 48-58, February.
    29. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    30. L. C. Lin & C. C. Tseng, 2007. "Operational performance evaluation of major container ports in the Asia-Pacific region," Maritime Policy & Management, Taylor & Francis Journals, vol. 34(6), pages 535-551, December.
    31. 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.
    32. S. J. Pettit & A. K. C. Beresford, 2009. "Port development: from gateways to logistics hubs," Maritime Policy & Management, Taylor & Francis Journals, vol. 36(3), pages 253-267, June.
    33. Theo Notteboom & Chris Coeck & Julien Van Den Broeck, 2000. "Measuring and Explaining the Relative Efficiency of Container Terminals by Means of Bayesian Stochastic Frontier Models," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 2(2), pages 83-106, June.
    34. Nam Anh Tran & Gerald Shively & Paul Preckel, 2010. "A new method for detecting outliers in Data Envelopment Analysis," Applied Economics Letters, Taylor & Francis Journals, vol. 17(4), pages 313-316.
    35. Meng, Qiang & Wang, Shuaian, 2012. "Liner ship fleet deployment with week-dependent container shipment demand," European Journal of Operational Research, Elsevier, vol. 222(2), pages 241-252.
    36. Teng-Fei Wang & Kevin Cullinane & Dong-Wook Song, 2005. "Container Port Production and Economic Efficiency," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-50597-1, December.
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