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An application of centralized data envelopment analysis in resource allocation in container terminal operations

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Listed:
  • Shu-Man Chang
  • Jaw-Shen Wang
  • Ming-Miin Yu
  • Kuo-Chung Shang
  • Shih-Hao Lin
  • Bo Hsiao

Abstract

This paper presents an application of centralized data envelopment analysis (CDEA) to analyse the performance of a number of container terminals supervised by one liner shipping company. It provides a systematic and centralized perspective of resource reallocation based on one company's perspective. The numerical results show that two of the five dedicated terminals are, by and large, efficient, but the other three need resources to be reallocated. Under the minor adjustment scenario, the liner shipping company should reduce the aggregated amount of the labour cost and the hauling equipment should be transferred to different terminals in America. Under the major adjustment scenario, both the labour and hauling equipment could be reduced.

Suggested Citation

  • Shu-Man Chang & Jaw-Shen Wang & Ming-Miin Yu & Kuo-Chung Shang & Shih-Hao Lin & Bo Hsiao, 2015. "An application of centralized data envelopment analysis in resource allocation in container terminal operations," Maritime Policy & Management, Taylor & Francis Journals, vol. 42(8), pages 776-788, November.
    • Handle: RePEc:taf:marpmg:v:42:y:2015:i:8:p:776-788
    DOI: 10.1080/03088839.2015.1037373
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    References listed on IDEAS

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    1. Lorena Garcia-Alonso & Monica Martin-Bofarull, 2007. "Impact of Port Investment on Efficiency and Capacity to Attract Traffic in Spain: Bilbao versus Valencia," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 9(3), pages 254-267, September.
    2. Yu, Ming-Miin & Chern, Ching-Chin & Hsiao, Bo, 2013. "Human resource rightsizing using centralized data envelopment analysis: Evidence from Taiwan's Airports," Omega, Elsevier, vol. 41(1), pages 119-130.
    3. Sebastián Lozano & Gabriel Villa, 2004. "Centralized Resource Allocation Using Data Envelopment Analysis," Journal of Productivity Analysis, Springer, vol. 22(1), pages 143-161, July.
    4. Gabriel Figueiredo de Oliveira & Pierre Cariou, 2011. "A DEA study of the efficiency of 122 iron ore and coal ports and of 15/17 countries in 2005," Maritime Policy & Management, Taylor & Francis Journals, vol. 38(7), pages 727-743, May.
    5. Theo E. Notteboom & Athanasios A. Pallis & Peter W. De Langen & Aimilia Papachristou, 2013. "Advances in port studies: the contribution of 40 years Maritime Policy & Management," Maritime Policy & Management, Taylor & Francis Journals, vol. 40(7), pages 636-653, December.
    6. Lozano, S. & Villa, G. & Adenso-Díaz, B., 2004. "Centralised target setting for regional recycling operations using DEA," Omega, Elsevier, vol. 32(2), pages 101-110, April.
    7. 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.
    8. 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.
    9. Yui-Yip Lau & Adolf K. Y. Ng & Xiaowen Fu & Kevin X. Li, 2013. "Evolution and research trends of container shipping," Maritime Policy & Management, Taylor & Francis Journals, vol. 40(7), pages 654-674, December.
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    Cited by:

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    2. Dafnomilis, I. & Duinkerken, M.B. & Junginger, M. & Lodewijks, G. & Schott, D.L., 2018. "Optimal equipment deployment for biomass terminal operations," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 115(C), pages 147-163.
    3. Lozano, Sebastián & Contreras, Ignacio, 2022. "Centralised resource allocation using Lexicographic Goal Programming. Application to the Spanish public university system," Socio-Economic Planning Sciences, Elsevier, vol. 84(C).

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