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Performance measurement of international shipping companies before and during COVID‐19: A DEA Malmquist index and window analysis approach

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  • Chia‐Nan Wang
  • Bach Xuan Quang
  • Thanh‐Tuan Dang

Abstract

For the past several decades, the container shipping industry has grown rapidly. As a result, container shipping companies (CSCs) play a vital role in the global cargo transportation market. Thus, measuring the efficiency of CSCs is a primary concern of managers and practitioners. When the COVID‐19 pandemic broke out, the industry was severely disrupted and presented with unprecedented challenges. For this reason, evaluating how CSCs performed and learning the practices they took to achieve successful business results during this period have become necessary. To serve that purpose, this article used a hybrid method that combined data envelopment analysis Malmquist index with window analysis to analyze the world's nine leading CSCs' performance over time and their efficiency relative to each other, using data collected within a 5‐year period from 2016 to 2020. Our findings revealed different characteristics and trends in efficiency among these CSCs in terms of technical efficiency change, technological change, and total productivity change. Then, managerial implications were discussed to understand the best practices of successful CSCs as well as the circumstances in which some of them underperformed during this time. In closing, the study summarized a fact‐based guideline CSCs could take as management reference should a similar crisis occur.

Suggested Citation

  • Chia‐Nan Wang & Bach Xuan Quang & Thanh‐Tuan Dang, 2024. "Performance measurement of international shipping companies before and during COVID‐19: A DEA Malmquist index and window analysis approach," Transportation Journal, John Wiley & Sons, vol. 63(3), pages 207-221, July.
  • Handle: RePEc:wly:transj:v:63:y:2024:i:3:p:207-221
    DOI: 10.1002/tjo3.12012
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    References listed on IDEAS

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    1. Su-Han Woo & Po-Lin Lai & Ying-Hsiu Chen & Ching-Chiao Yang, 2019. "Meta-frontier function approach to operational efficiency for shipping companies," Maritime Policy & Management, Taylor & Francis Journals, vol. 46(5), pages 529-544, July.
    2. Dirzka, Christopher & Acciaro, Michele, 2022. "Global shipping network dynamics during the COVID-19 pandemic's initial phases," Journal of Transport Geography, Elsevier, vol. 99(C).
    3. Borkowski, Przemysław & Jażdżewska-Gutta, Magdalena & Szmelter-Jarosz, Agnieszka, 2021. "Lockdowned: Everyday mobility changes in response to COVID-19," Journal of Transport Geography, Elsevier, vol. 90(C).
    4. Song, Dong-Wook & Seo, Young-Joon & Kwak, Dong-Wook, 2019. "Learning from Hanjin Shipping’s failure: A holistic interpretation on its causes and reasons," Transport Policy, Elsevier, vol. 82(C), pages 77-87.
    5. Grace W.Y. Wang & Su-Han Woo & Joan Mileski, 2014. "The relative efficiency and financial risk assessment of shipping companies," Maritime Policy & Management, Taylor & Francis Journals, vol. 41(7), pages 651-666, December.
    6. Sung-Ho Shin & Paul Tae-Woo Lee & Sung-Woo Lee, 2019. "Lessons from bankruptcy of Hanjin Shipping Company in chartering," Maritime Policy & Management, Taylor & Francis Journals, vol. 46(2), pages 136-155, February.
    7. Panayides, Photis M. & Lambertides, Neophytos & Savva, Christos S., 2011. "The relative efficiency of shipping companies," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 47(5), pages 681-694, September.
    8. Notteboom Theo E., 2004. "Container Shipping And Ports: An Overview," Review of Network Economics, De Gruyter, vol. 3(2), pages 1-21, June.
    9. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    10. Bombelli, Alessandro, 2020. "Integrators' global networks: A topology analysis with insights into the effect of the COVID-19 pandemic," Journal of Transport Geography, Elsevier, vol. 87(C).
    11. Shih-Liang Chao, 2017. "Integrating multi-stage data envelopment analysis and a fuzzy analytical hierarchical process to evaluate the efficiency of major global liner shipping companies," Maritime Policy & Management, Taylor & Francis Journals, vol. 44(4), pages 496-511, May.
    12. Jin, Lianjie & Chen, Jing & Chen, Zilin & Sun, Xiangjun & Yu, Bin, 2022. "Impact of COVID-19 on China's international liner shipping network based on AIS data," Transport Policy, Elsevier, vol. 121(C), pages 90-99.
    13. Wang, Jiaoe & Du, Delin & Ma, Li, 2021. "Geovisualizing cancelled air and high-speed train services during the outbreak of COVID-19 in China," Journal of Transport Geography, Elsevier, vol. 92(C).
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