Port and terminal efficiency are of utmost importance to the container shipping industry due to their significance in enhancing the competitive advantage of ports within a region. Consequently, there have always been notable variations of studies around it. This paper analyzes the impact of privatization on terminal efficiency using the Port of Tema as a Case Study. The main objective of this paper is to analyze the efficiency trends of the public and private terminals in the port over the years. To achieve this objective, DEA-CCR methodology was employed to calculate the annual technical efficiency trends of the private and public terminals using four input variables and three output variables. The main results of the paper indicated that the public and private terminals were efficient for multiple years. However, the efficiency scores over the years demonstrated inconsistency, exhibiting notable fluctuations. The findings of this study will aid policymakers across the region on policies relating to the efficiency and ownership structure of ports and terminals.
KeywordsPrivatizationTerminal EfficiencyDEATema Port
Noble, P. (2019) Growth in the Shipping Industry: Future Projections and Impacts. In: Borgese, M., Ed., The Future of Ocean Governance and Capacity Development , Brill, 456-461.
Wang, T.-F., Song, D.-W. and Cullinane, K. (2003) Container Port Production Efficiency: A Comparative Study of DEA and FDH Approaches. Journal of the Eastern Asia Society for Transportation Studies , 5, 698-713. https://researchportal.hw.ac.uk/en/publications/container-port-production-efficiency-a-comparative-study-of-dea-a
Moschovou, T.P. and Kapetanakis, D. (2023) A Study of the Efficiency of Mediterranean Container Ports: A Data Envelopment Analysis Approach. CivilEng , 4, 726-739. https://doi.org/10.3390/civileng4030041
Wu, J., Sun, J. and Liang, L. (2020) Methods and Applications of DEA Cross-Efficiency: Review and Future Perspectives. Frontiers of Engineering Ma n agement , 8, 199-211. https://doi.org/10.1007/s42524-020-0133-1
Adams, M. (2021) The Governance Structure and Its Impact on Port Performance: A Case of Port of Tema, Ghana Case of Port of Tema, Ghana. World Maritime University. https://commons.wmu.se/cgi/viewcontent.cgi?article=2669&context=all_dissertations
Li, L., Seo, Y. and Ha, M. (2021) The Efficiency of Major Container Terminals in China: Super-Efficiency Data Envelopment Analysis Approach. Maritime Business Review , 6, 173-187. https://doi.org/10.1108/mabr-08-2020-0051
Syafaaruddin, D.S. (2015) Evaluation of Container Terminal Efficiency Performance in Indonesia: Future Investment. Erasmus University. https://www.google.com/url?sa=t&source=web&rct=j&opi=89978449&url= https://thesis.eur.nl/pub/33021/Syafaaruddin-D.S.-Evaluation-of-container-terminal-efficiency-performance-in-Indonesia-Future-Investment.pdf&ved=2ahUKEwjnrsbgpIeHAxXPzjgGHbLtAAoQFnoECBQQAQ&usg=AOvVaw2yxT0Vcb9KmZ9yufFjaEtu
Zheng, X.B. and Park, N.K. (2016) A Study on the Efficiency of Container Terminals in Korea and China. The Asian Journal of Shipping and Logistics , 32, 213-220. https://doi.org/10.1016/j.ajsl.2016.12.004
Nguyen, T.L.H., Park, S., Kim, Y. and Yeo, G. (2021) An Efficiency Analysis of Container Terminals in Southern Vietnam Using DEA Dynamic Efficiency Evaluation. The Asian Journal of Shipping and Logistics , 37, 329-336. https://doi.org/10.1016/j.ajsl.2021.09.003
Fancello, G., Serra, P., Aramu, V. and Vitiello, D.M. (2021) Evaluating the Efficiency of Mediterranean Container Ports Using Data Envelopment Analysis. Compet i tion and Regulation in Network Industries , 22, 163-188. https://doi.org/10.1177/17835917211047837
Notteboom, T., Pallis, A. and Rodrigue, J. (2021) Port Economics, Management and Policy. Routledge. https://doi.org/10.4324/9780429318184
Daldir, I. and Tosun, O. (2017) Comparison of the Port Authority S Efficiency in Türkiye. Pressacademia , 4, 152-158. https://doi.org/10.17261/pressacademia.2017.459
Yen, B.T.H., Huang, M., Lai, H., Cho, H. and Huang, Y. (2023) How Smart Port Design Influences Port Efficiency—A DEA-Tobit Approach. Research in Transpo r tation Business & Management , 46, Article ID: 100862. https://doi.org/10.1016/j.rtbm.2022.100862
Krmac, E. and Mansouri Kaleibar, M. (2022) A Comprehensive Review of Data Envelopment Analysis (DEA) Methodology in Port Efficiency Evaluation. Maritime Economics & Logistics , 25, 817-881. https://doi.org/10.1057/s41278-022-00239-5
Rostamzadeh, R., Akbarian, O., Banaitis, A. and Soltani, Z. (2021) Application of DEA in Benchmarking: A Systematic Literature Review from 2003-2020. Technol o gical and Economic Development of Economy , 27, 175-222. https://doi.org/10.3846/tede.2021.13406
Anuatti-Neto, F., Barossi-Filho, M., de Carvalho, A.G. and Macedo, R.B.M. (2003) Costs and Benefits of Privatization: Evidence from Brazil. SSRN Electronic Journal . https://doi.org/10.2139/ssrn.1814713
Alexandru, C.M. (2014) The Implications of Privatization to the Organization Model of Constanta Port. Procedia Economics and Finance , 15, 522-529. https://doi.org/10.1016/s2212-5671(14)00501-2
Cullinane, K. and Song, D. (2002) Port Privatization Policy and Practice. Transport Reviews , 22, 55-75. https://doi.org/10.1080/01441640110042138
Kim, J. (2015) Lessons from British Port Privatisation. Journal of Distribution Science , 13, 5-13. https://doi.org/10.15722/jds.13.2.201502.5
Çetin, İ.B., Balcı, G. and Esmer, S. (2017) Effects of Prolonged Port Privatization Process: A Case Study of Port of R Alsancak. Dokuz Eylül Üniversitesi Denizcilik Fakültesi Dergisi.
Valentine, V. and Gray, R. (2001) The Measurement of Port Efficiency Using Data Envelopment Analysis. https://www.researchgate.net/publication/277617009_The_measurement_of_port_efficiency_using_data_envelopment_analysis/citation/download
Abdoulkarim, H.T., Fatouma, S.H. and Hassane, H.T. (2019) Assessment of Dry Port Efficiency in Africa Using Data Envelopment Analysis. Journal of Transport a tion Technologies , 9, 193-203. https://doi.org/10.4236/jtts.2019.92012
Munawaroh and Weerawat, W. (2020) Evaluation Efficiency of Indonesian Seaports: Data Envelopment Analysis. https://journal.oscm-forum.org/journal/proceeding/download_paper/20210111191441_OSCM_2020_paper_73.pdf
Cheon, S. (2007) The Productive Efficiency of Ports: Lessons from the Pacific Rim Seaport’s Corporatization and Strategic Management. Institute of Urban and Regional Development. https://escholarship.org/uc/item/8qc1m3bq
Kammoun, R. (2018) The Technical Efficiency of Tunisian Ports: Comparing Data Envelopment Analysis and Stochastic Frontier Analysis Scores. Logistics & Su s tainable Transport , 9, 73-84. https://doi.org/10.2478/jlst-2018-0011
Brown, S.-A.J. (2018) The Role of Technical Efficiency & Productivity Evolution in Port Development: An Application to Caribbean Small Island Developing States (SIDS) Ports. Edinburgh Napier University. http://researchrepository.napier.ac.uk/Output/1255373
Liu, Q. (2010) Efficiency Analysis of Container Ports and Terminals. University College London. https://discovery.ucl.ac.uk/id/eprint/19215/
Tongzon, J. and Heng, W. (2005) Port Privatization, Efficiency and Competitiveness: Some Empirical Evidence from Container Ports (Terminals). Transportation Research Part A : Policy and Practice , 39, 405-424. https://doi.org/10.1016/j.tra.2005.02.001
Cullinane, K., Ji, P. and Wang, T. (2005) The Relationship between Privatization and DEA Estimates of Efficiency in the Container Port Industry. Journal of Ec o nomics and Business , 57, 433-462. https://doi.org/10.1016/j.jeconbus.2005.02.007
Pagano, A.M., Wang, G.W.Y., Sánchez, O.V. and Ungo, R. (2013) Impact of Privatization on Port Efficiency and Effectiveness: Results from Panama and US Ports. Maritime Policy & Management , 40, 100-115. https://doi.org/10.1080/03088839.2012.756589
Wanke, P.F. and Barros, C.P. (2015) Public-Private Partnerships and Scale Efficiency in Brazilian Ports: Evidence from Two-Stage DEA Analysis. Socio - Economic Planning Sciences , 51, 13-22. https://doi.org/10.1016/j.seps.2015.06.002
Elsayed, A. and Shabaan Khalil, N. (2017) Evaluate and Analysis Efficiency of Safaga Port Using DEA-CCR, BCC and SBM Models—Comparison with DP World Sokhna. IOP Conference Series : Materials Science and Engineering , 245, Article ID: 042033. https://doi.org/10.1088/1757-899x/245/4/042033
Rajasekar, T. and Malabika, D. (2014) Is There Any Efficiency Difference between Input and Output Oriented DEA Models: An Approach to Major Ports in India. Journal of Business & Economic Policy , 1, 18-28. https://jbepnet.com/journals/Vol_1_No_2_December_2014/2.pdf
Rajasekar, T. and Deo, M. (2012) The Size Effect of Indian Major Ports on Its Efficiency Using DEA-Additive Models. International Journal of Advances in Ma n agement and Economics , 1, 12-18. https://doi.org/10.31270/ijame/01/05/2012/03
Tongzon, J. (2001) Efficiency Measurement of Selected Australian and Other International Ports Using Data Envelopment Analysis. Transportation Research Part A : Policy and Practice , 35, 107-122. https://doi.org/10.1016/s0965-8564(99)00049-x
Nong, T.N. (2023) Performance Efficiency Assessment of Vietnamese Ports: An Application of Delphi with Kamet Principles and DEA Model. The Asian Journal of Shipping and Logistics , 39, 1-12. https://doi.org/10.1016/j.ajsl.2022.10.002
Dewarlo, O. (2019) DEA Window Analysis for Measuring Port Performances Efficiency of Four Islands Countries Located in West Indian Ocean Countries. Amer i can Journal of Industrial and Business Management , 9, 2098-2111. https://doi.org/10.4236/ajibm.2019.912139
Pjevčević, D., Radonjić, A., Hrle, Z. and Čolić, V. (2012) DEA Window Analysis for Measuring Port Efficiencies in Serbia. Promet — Traffic & Transportation , 24, 63-72. https://www.semanticscholar.org/paper/DEA-Window-Analysis-for-Measuring-Port-Efficiencies-Pjev%C4%8Devi%C4%87-Radonji%C4%87/a33641782640e0d547caae332ddfdbb6638191bb
Russo, F. and Rindone, C. (2011) Container Maritime Transport on an International Scale: Data Envelopment Analysis for Transhipment Port. WIT Transactions on Ecology and the Environment , 150, 831-843. https://doi.org/10.2495/sdp110691
Hemalatha, S., Dumpala, L. and Balakrishna, B. (2023) Technical Efficiency Evaluation and Ranking of Container Terminal Operators through DEA. Materials Today : Proceedings . https://doi.org/10.1016/j.matpr.2023.05.428
Parra Santiago, J.I., Camarero Orive, A. and González Cancelas, N. (2020) DEA-Bootstrapping Analysis for Different Models of Spanish Port Governance. Journal of Marine Science and Engineering , 9, Article No. 30. https://doi.org/10.3390/jmse9010030
Cabral, A.M.R. and Ramos, F.S. (2018) Efficiency Container Ports in Brazil: A DEA and FDH Approach. The Central European Review of Economics and Management , 2, 43-64. https://doi.org/10.29015/cerem.579
Abudu, R., Zheng, S. and Thompson, E.A. (2021) Port Adaptation and Efficiency: An Empirical Study of Ghanaian Ports. International Journal of Regional Develo p ment , 8, 1-36. https://doi.org/10.5296/ijrd.v8i2.18942
Netirith, N. (2020) Analyzing Private Terminal Efficiency in AEC Using Data Envelopment Analysis (DEA). TNI Journal of Business Administration and Langua g es , 8, 1-16. https://so06.tci-thaijo.org/index.php/TNIJournalBA/article/download/241408/164709/840839
Cullinane, K., Song, D., Ji, P. and Wang, T. (2004) An Application of DEA Windows Analysis to Container Port Production Efficiency. Review of Network Ec o nomics , 3, 184-206. https://doi.org/10.2202/1446-9022.1050
Chang, V. and Tovar, B. (2017) Metafrontier Analysis on Productivity for West Coast of South Pacific Terminals. Transportation Research Part A : Policy and Pra c tice , 103, 118-134. https://doi.org/10.1016/j.tra.2016.12.012
López-Bermúdez, B., Freire-Seoane, M.J. and González-Laxe, F. (2019) Efficiency and Productivity of Container Terminals in Brazilian Ports (2008-2017). Utilities Policy , 56, 82-91. https://doi.org/10.1016/j.jup.2018.11.006
UNCTAD (1976) Port Performance Indicators. United Nations Conference on Trade and Development. https://unctad.org/system/files/official-document/tdbc4d131sup1rev1_en.pdf
Sarkis, J. (2007) Preparing Your Data for DEA. In: Modeling Data Irregularities and Structural Complexities in Data Envelopment Analysis , Springer, 305-320.
Cullinane, K. and Wang, T. (2010) The Efficiency Analysis of Container Port Production Using DEA Panel Data Approaches. OR Spectrum , 32, 717-738. https://doi.org/10.1007/s00291-010-0202-7
Huguenin, J.-M. (2012) Data Envelopment Analysis (DEA): A Pedagogical Guide for Decision Makers in the Public Sector. IDHEAP. https://serval.unil.ch/resource/serval:BIB_0FC432348A97.P001/REF
Antoniou, C., Roh, S., Seo, Y. and Kwak, D. (2019) The Impact of Service Privatization: The Case of a Container Terminal at the Port of Limassol. KMI International Journal of Maritime Affairs and Fisheries , 11, 1-20. https://doi.org/10.54007/ijmaf.2019.11.1.1
Quansah, N.E. (2008) Impact of Privatization in Ports: Measuring Efficiency through Data Envelopment Analysis and Key Performance Indicators. World Maritime University. https://commons.wmu.se/all_dissertations/330/?utm_source=commons.wmu.se%2Fall_dissertations%2F330&utm_medium=PDF&utm_campaign=PDFCoverPages