Research Article
BibTex RIS Cite

ASSESSMENT OF MARITIME LOGISTICS EFFICIENCY IN COASTAL STATES THROUGH DATA ENVELOPMENT ANALYSIS

Year 2025, Volume: 12 Issue: 2, 80 - 87, 31.12.2025
https://izlik.org/JA85BJ25HF

Abstract

Purpose- Coastal countries are in an advantageous position compared with landlocked countries in terms of logistics costs and transit times.
However, for both the efficient functioning of global transport systems and the competitiveness of coastal countries, it is also important to
consider whether this geographical advantage is being effectively exploited. Accordingly, this study analyses the relative efficiency of coastal
countries in translating their logistics infrastructure and their logistics competence and service quality into maritime connectivity.
Methodology- The study employs a constant returns to scale Data Envelopment Analysis (CCR-DEA) model configured for output
maximization. The Infrastructure Score and the Logistics Competence and Quality Score, which are components of the Logistics Performance
Index (LPI), are used as model inputs. The Liner Shipping Connectivity Index (LSCI), representing maritime connectivity, is used as the model
output.
Findings- The findings indicate that, within the sample, China has the highest efficiency and that East and South Asian countries exhibit higher
efficiency levels compared with other regions. The relatively low maritime connectivity efficiency of the Nordic and Baltic countries can be
explained by the fact that their hinterlands are very well connected to the major Northern European hubs. Moreover, deep-sea liner services
avoid additional sea legs and prefer ports in the Le Havre-Hamburg range.
Conclusion- The study evaluates the relative efficiency of 92 coastal countries within the framework of an output-oriented DEA model
configured with LSCI as the output. East and South Asian countries exhibit higher efficiency levels compared with other countries. Sri Lanka,
in particular, attains a high level of maritime connectivity despite having below-average input levels. The findings indicate that maritime
connectivity is influenced by factors such as geographical location, beyond logistics infrastructure and logistics competence and service
quality.

References

  • Banker, R. D., Cooper, W. W., Seiford, L. M., Thrall, R. M., & Zhu, J. (2004). Returns to scale in different DEA models. European Journal of Operational Research, 154(2), 345–362.
  • Cavaignac, L., Dumas, A., & Petiot, R. (2021). Third-party logistics efficiency: an innovative two-stage DEA analysis of the French market. International Journal of Logistics Research and Applications, 24(6), 581–604.
  • Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2(6), 429–444. https://doi.org/https://doi.org/10.1016/0377-2217(78)90138-8
  • Cui, L., Chen, L., & Yang, X. (2024). Evaluation and analysis of green efficiency of China’s coastal ports under the double carbon goal: two improved DEA models with CO2 emissions. Environment, Development and Sustainability, 26(11), 29099–29128. https://doi.org/10.1007/s10668-023-03856-z
  • Ejermo, O., Hussinger, K., Kalash, B., & Schubert, T. (2022). Innovation in Malmö after the Öresund bridge. Journal of Regional Science, 62(1), 5–20.
  • European Commission. (2024, July 30). Linking Germany with Denmark and beyond. https://cinea.ec.europa.eu/news-events/news/linking- germany-denmark-and-beyond-2024-07-30_en
  • Gan, W., Yao, W., & Huang, S. (2022). Evaluation of green logistics efficiency in Jiangxi Province based on three-stage DEA from the perspective of high-quality development. Sustainability, 14(2), 797-803. https://doi.org/10.3390/su14020797
  • Gu, B., & Liu, J. (2025). A systematic review of resilience in the maritime transport. International Journal of Logistics Research and Applications, 28(3), 257–278.
  • Haralambides, H. E. (2019). Gigantism in container shipping, ports and global logistics: a time-lapse into the future. Maritime Economics & Logistics, 21(1), 1–60.
  • Jawaharlal Nehru Port Authority. (2025, November 23). About us. https://www.jnport.gov.in/page/welcome-to- jnpa/TFE5ZFErYlJLRTExcHdrbDVHV2x5QT09
  • Kashiha, M., Thill, J.-C., & Depken II, C. A. (2016). Shipping route choice across geographies: Coastal vs. landlocked countries. Transportation Research Part E: Logistics and Transportation Review, 91, 1–14.
  • Kavirathna, C. A., Kawasaki, T., & Hanaoka, S. (2018). Transshipment hub port competitiveness of the port of Colombo against the major Southeast Asian hub ports. The Asian Journal of Shipping and Logistics, 34(2), 71–82.
  • Knowles, R. D. (2025). National borders as barriers: impacts of international events on interaction between Denmark and Sweden. Geography, 110(2), 60–71.
  • Krmac, E., & Mansouri Kaleibar, M. (2023). A comprehensive review of data envelopment analysis (DEA) methodology in port efficiency evaluation. Maritime Economics & Logistics, 25(4), 817–881.
  • Limao, N., & Venables, A. J. (2001). Infrastructure, geographical disadvantage, transport costs, and trade. The World Bank Economic Review, 15(3), 451–479.
  • Mishra, V. K., Dutta, B., Goh, M., Figueira, J. R., & Greco, S. (2021). A robust ranking of maritime connectivity: Revisiting UNCTAD’s liner shipping connectivity index (LSCI). Maritime Economics & Logistics, 23(3), 424–443.
  • Nguyen, P.-H., Nguyen, T.-L., Nguyen, T.-G., Nguyen, D.-T., Tran, T.-H., Le, H.-C., & Phung, H.-T. (2022). A cross-country European efficiency measurement of maritime transport: A data envelopment analysis approach. Axioms, 11(5), 206-219.
  • Notteboom, T. E. (2010). Concentration and the formation of multi-port gateway regions in the European container port system: an update. Journal of Transport Geography, 18(4), 567–583.
  • Othman, M. R., Jeevan, J., & Rizal, S. (2016). The Malaysian intermodal terminal system: the implication on the Malaysian maritime cluster. International Journal of E-Navigation and Maritime Economy, 4, 46–61.
  • Petrović, N., Jovanović, V., Marinković, D., Nikolić, B., & Marković, S. (2025). Logistics Companies’ Efficiency Analysis and Ranking by the DEA- Fuzzy AHP Approach. Applied Sciences, 15(17), 9549. https://doi.org/10.3390/app15179549
  • Port of Tanjung Pelepas. (2025, January 6). PTP 1st container terminal in Malaysia to surpass 12m TEUs throughput. https://www.ptp.com.my/media-hub/news/ptp-1st-container-terminal-in-malaysia-to-surpass
  • Qu, X., & Meng, Q. (2012). The economic importance of the Straits of Malacca and Singapore: An extreme-scenario analysis. Transportation Research Part E: Logistics and Transportation Review, 48(1), 258–265.
  • Ragsdale, C. T. (2007). Spreadsheet Modeling & Decision Analysis: A Practical Introduction to Business Analytics (8th Edition). CENGAGE Learning. Boston, MA. Pages 106-134.
  • Rodrigue, J.-P., & Notteboom, T. (2010). Foreland-based regionalization: Integrating intermediate hubs with port hinterlands. Research in Transportation Economics, 27(1), 19–29.
  • Singh, S., Emrouznejad, A., & Pratap, S. (2025). Achieving net zero: Enhancing maritime port efficiency through multi-objective integrated DEA-MORCOS. Case Studies on Transport Policy, 101597. https://doi.org/10.1016/j.cstp.2025.101597
  • Sri Lanka Ports Authority. (2025, January 8). SLPA Terminals JCT & ECT achieves the 2.4Mn TEUs amidst competitive environment while Port of Colombo achieves Record Growth in 2024, Setting the Stage for Future Expansion. https://www.slpa.lk/port-colombo- page/0672f69c16f6852284dbcdcaf62ffe95/eb41fb45417fa356b4739a472290dfca4830d425
  • United Nations Conference on Trade and Development (UNCTAD). (2025). Liner Shipping Connectivity Index. UNCTADstat. Retrieved 20.11.2025.https://data360.worldbank.org/en/indicator/UNCTAD_LSC_INDEX?recentYear=false&view=datatable&minYear=2006- Q1&maxYear=2024-Q4
  • Vinod, G. K., & Prakash, G. (2024). Evaluation of the potential for maritime cluster development in South Asia. Australian Journal of Maritime & Ocean Affairs, 16(4), 431–455.
  • World Bank Group. (2023). The Logistics Performance Index and Its Indicators. Retrieved 19.11.2025, from https://lpi.worldbank.org/sites/default/files/2023-04/LPI_2023_report_with_layout.pdf.
There are 29 citations in total.

Details

Primary Language English
Subjects Business Administration
Journal Section Research Article
Authors

Serkan Karakaş 0000-0001-9323-5025

Submission Date October 29, 2025
Acceptance Date December 5, 2025
Publication Date December 31, 2025
DOI https://doi.org/10.17261/Pressacademia.2025.2018
IZ https://izlik.org/JA85BJ25HF
Published in Issue Year 2025 Volume: 12 Issue: 2

Cite

APA Karakaş, S. (2025). ASSESSMENT OF MARITIME LOGISTICS EFFICIENCY IN COASTAL STATES THROUGH DATA ENVELOPMENT ANALYSIS. Journal of Management Marketing and Logistics, 12(2), 80-87. https://doi.org/10.17261/Pressacademia.2025.2018

Journal of Management, Marketing and Logistics (JMML) is a scientific, academic, double blind peer-reviewed, semi-annual and open-access online journal. The journal publishes 2 issues a year. The issuing months are June and December. The publication languages of the Journal is English. JMML aims to provide a research source for all practitioners, policy makers, professionals and researchers working in the areas of management, marketing, logistics, supply chain management, international trade. The editor in chief of JMML invites all manuscripts that cover theoretical and/or applied researches on topics related to the interest areas of the Journal. JMML charges no submission or publication fee.


Ethics Policy - JMML applies the standards of Committee on Publication Ethics (COPE). JMML is committed to the academic community ensuring ethics and quality of manuscripts in publications. Plagiarism is strictly forbidden and the manuscripts found to be plagiarized will not be accepted or if published will be removed from the publication. Authors must certify that their manuscripts are their original work. Plagiarism, duplicate, data fabrication and redundant publications are forbidden. The manuscripts are subject to plagiarism check by iThenticate or similar. All manuscript submissions must provide a similarity report (up to 15% excluding quotes, bibliography, abstract).


Open Access - All research articles published in PressAcademia Journals are fully open access; immediately freely available to read, download and share. Articles are published under the terms of a Creative Commons license which permits use, distribution and reproduction in any medium, provided the original work is properly cited. Open access is a property of individual works, not necessarily journals or publishers. Community standards, rather than copyright law, will continue to provide the mechanism for enforcement of proper attribution and responsible use of the published work, as they do now.