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Seaport performance analysis using robust non-parametric efficiency estimators

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  • P. Simões
  • R.C. Marques

Abstract

Seaport services have been developing year on year, playing an increasingly important role in the economy and the transportation markets of each country. This increases interest in measuring their performance. This paper evaluates the performance of a set of European seaports by means of robust non-parametric approaches. Using order- m and bootstrap procedures, the major problems of traditional data envelopment analysis and free disposal hull methods -- concerning noise, presence of outliers and the ‘curse of dimensionality’ -- are overcome. With this study considerable levels of inefficiency were found in the European seaports sector.

Suggested Citation

  • P. Simões & R.C. Marques, 2010. "Seaport performance analysis using robust non-parametric efficiency estimators," Transportation Planning and Technology, Taylor & Francis Journals, vol. 33(5), pages 435-451, June.
    • Handle: RePEc:taf:transp:v:33:y:2010:i:5:p:435-451
    DOI: 10.1080/03081060.2010.502375
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    References listed on IDEAS

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    1. Kristof Witte & Rui Marques, 2010. "Influential observations in frontier models, a robust non-oriented approach to the water sector," Annals of Operations Research, Springer, vol. 181(1), pages 377-392, December.
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    Cited by:

    1. Dan He & Peng Gao & Zhijing Sun & Yui-yip Lau, 2017. "Measuring Water Transport Efficiency in the Yangtze River Economic Zone, China," Sustainability, MDPI, vol. 9(12), pages 1-13, December.
    2. Figueiredo De Oliveira, Gabriel & Cariou, Pierre, 2015. "The impact of competition on container port (in)efficiency," Transportation Research Part A: Policy and Practice, Elsevier, vol. 78(C), pages 124-133.
    3. Sphiwe Eugene Mthembu & Mihalis Chasomeris, 2023. "An evaluation of the governance structure of marine services in South Africa’s ports system," Journal of Shipping and Trade, Springer, vol. 8(1), pages 1-22, December.
    4. Evelin Krmac & Mozhgan Mansouri Kaleibar, 2023. "A comprehensive review of data envelopment analysis (DEA) methodology in port efficiency evaluation," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 25(4), pages 817-881, December.
    5. Kammoun, Rabeb & Abdennadher, Chokri, 2022. "Seaport efficiency and competitiveness in European seaports," Transport Policy, Elsevier, vol. 121(C), pages 113-124.
    6. Aghalari, Amin & Nur, Farjana & Marufuzzaman, Mohammad, 2021. "Solving a stochastic inland waterway port management problem using a parallelized hybrid decomposition algorithm," Omega, Elsevier, vol. 102(C).
    7. Merkel, Axel, 2017. "Spatial competition and complementarity in European port regions," Journal of Transport Geography, Elsevier, vol. 61(C), pages 40-47.
    8. Merkel, Axel & Holmgren, Johan, 2017. "Dredging the depths of knowledge: Efficiency analysis in the maritime port sector," Transport Policy, Elsevier, vol. 60(C), pages 63-74.
    9. Odeck, James & Schøyen, Halvor, 2020. "Productivity and convergence in Norwegian container seaports: An SFA-based Malmquist productivity index approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 137(C), pages 222-239.
    10. Odeck, James & Bråthen, Svein, 2012. "A meta-analysis of DEA and SFA studies of the technical efficiency of seaports: A comparison of fixed and random-effects regression models," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(10), pages 1574-1585.
    11. 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.
    12. Ferreira, Diogo Cunha & Marques, Rui Cunha & Pedro, Maria Isabel, 2018. "Explanatory variables driving the technical efficiency of European seaports: An order-α approach dealing with imperfect knowledge," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 119(C), pages 41-62.
    13. Yuen, Andrew Chi-lok & Zhang, Anming & Cheung, Waiman, 2013. "Foreign participation and competition: A way to improve the container port efficiency in China?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 49(C), pages 220-231.

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