Research Article

Determining the Relative Efficiency of Container Terminals in Turkey Using Fuzzy Data Envelopment Analysis

Volume: 9 Number: 2 December 31, 2020
EN

Determining the Relative Efficiency of Container Terminals in Turkey Using Fuzzy Data Envelopment Analysis

Abstract

In this study, fuzzy data envelopment analysis (FDEA) was conducted to determine the relative efficiency of the container terminals operating in Turkey. For this purpose, the data from the container terminals were converted into fuzzy values using the “set of α cuts approach” and the upper and lower limit values for each terminal were determined. The lower and upper limit efficiency values were calculated using the input-oriented CCR-FDEA method. The minimax regret approach was used to sort and compare the relative efficiency of terminals. According to the resulting efficiency scores, one container terminal was effective at all α cutting levels. It was calculated that the four container terminals had the lowest values at all α cutting levels regarding the maximum efficiency loss values of other container terminals.

Keywords

References

  1. Acer, A. & Timor, M. (2017). The evaluation of Turkish container terminal efficiency using by data envelopment analysis (DEA). The Journal of Operations Research, Statistics, Econometrics and Management Information Systems, 5(2): 339-352. https://doi.org/10.17093/ alphanumeric.356455
  2. Akgül, E. F., Fışkın, S. F., Düzalan, B., Erdoğan, T. & Çetin, K. Ç. (2015). Liman rekabetçiliği ve etkinlik: Türkiye’deki konteyner limanları üzerine bir analiz. 2. Ulusal Liman Kongresi, İzmir, Turkey, 1-21. DOI: https://doi.org/10.18872/DEU.b.ULK.2015.0045.pdf
  3. Aladağ, Z., Alkan, A., Güler, E. & Özdin, Y. (2018). Performance evaluation of academic units with data envelopment analysis and promethee methods: A sample of Kocaeli University. Erciyes University Journal of Institute of Science and Technology, 34(1): 1-13.
  4. Al-Eraqi, A. S., Mustafa, A., Khader, A. T. & Barros, C. P. (2008). Efficiency of Middle Eastern and east African seaports: Application of DEA using window analysis. European Journal of Scientific Research, 23(4): 597-612.
  5. Al-Mawsheki, E. S. A. (2017). Efficiency analysis of container ports in the Middle Eastern region. Ph.D. Thesis. Universiti Teknologi Malaysia. Johor Bahru, Johor, Malaysia.
  6. Ashar, A. (1997). Counting the moves. Port Development International, 13: 25-29.
  7. Ateş, A. & Esmer, S. (2013). Effects of the 2009 global economic crisis on the Turkish container terminals. Journal of Turkish Court of Accounts/Sayistay Dergisi, 91: 105-125.
  8. Ateş, A. (2010). Efficiency Analysis of Container Terminals at Turkey. Ph.D. Thesis. Atatürk University, Erzurum, Turkey.

Details

Primary Language

English

Subjects

Maritime Engineering , Maritime Engineering (Other)

Journal Section

Research Article

Publication Date

December 31, 2020

Submission Date

March 30, 2020

Acceptance Date

May 8, 2020

Published in Issue

Year 2020 Volume: 9 Number: 2

APA
Yüksekyıldız, E., & Tunçel, A. L. (2020). Determining the Relative Efficiency of Container Terminals in Turkey Using Fuzzy Data Envelopment Analysis. Marine Science and Technology Bulletin, 9(2), 102-113. https://doi.org/10.33714/masteb.711452
AMA
1.Yüksekyıldız E, Tunçel AL. Determining the Relative Efficiency of Container Terminals in Turkey Using Fuzzy Data Envelopment Analysis. Mar. Sci. Tech. Bull. 2020;9(2):102-113. doi:10.33714/masteb.711452
Chicago
Yüksekyıldız, Ercan, and Ahmet Lutfi Tunçel. 2020. “Determining the Relative Efficiency of Container Terminals in Turkey Using Fuzzy Data Envelopment Analysis”. Marine Science and Technology Bulletin 9 (2): 102-13. https://doi.org/10.33714/masteb.711452.
EndNote
Yüksekyıldız E, Tunçel AL (December 1, 2020) Determining the Relative Efficiency of Container Terminals in Turkey Using Fuzzy Data Envelopment Analysis. Marine Science and Technology Bulletin 9 2 102–113.
IEEE
[1]E. Yüksekyıldız and A. L. Tunçel, “Determining the Relative Efficiency of Container Terminals in Turkey Using Fuzzy Data Envelopment Analysis”, Mar. Sci. Tech. Bull., vol. 9, no. 2, pp. 102–113, Dec. 2020, doi: 10.33714/masteb.711452.
ISNAD
Yüksekyıldız, Ercan - Tunçel, Ahmet Lutfi. “Determining the Relative Efficiency of Container Terminals in Turkey Using Fuzzy Data Envelopment Analysis”. Marine Science and Technology Bulletin 9/2 (December 1, 2020): 102-113. https://doi.org/10.33714/masteb.711452.
JAMA
1.Yüksekyıldız E, Tunçel AL. Determining the Relative Efficiency of Container Terminals in Turkey Using Fuzzy Data Envelopment Analysis. Mar. Sci. Tech. Bull. 2020;9:102–113.
MLA
Yüksekyıldız, Ercan, and Ahmet Lutfi Tunçel. “Determining the Relative Efficiency of Container Terminals in Turkey Using Fuzzy Data Envelopment Analysis”. Marine Science and Technology Bulletin, vol. 9, no. 2, Dec. 2020, pp. 102-13, doi:10.33714/masteb.711452.
Vancouver
1.Ercan Yüksekyıldız, Ahmet Lutfi Tunçel. Determining the Relative Efficiency of Container Terminals in Turkey Using Fuzzy Data Envelopment Analysis. Mar. Sci. Tech. Bull. 2020 Dec. 1;9(2):102-13. doi:10.33714/masteb.711452

Cited By

27116