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A Study on Port Efficiency in the Russian Arctic as a Key Factor for Trade Growth in the Northern Sea Route

북극항로 무역 성장을 위한 러시아 북극의 항만 효율화에 관한 연구

  • 일라나 (인천대학교 동북아물류대학원) ;
  • 이향숙 (인천대학교 동북아물류대학원)
  • Received : 2023.07.29
  • Accepted : 2023.08.26
  • Published : 2023.08.31

Abstract

The rapid melting of Arctic sea ice has increased interest in the Northern Sea Route (NSR) as a viable alternative trade route between Europe and Asia. While extensive research has examined its competitiveness in terms of technical feasibility, safety, profitability, and environmental impact, the topic of the NSR ports remains relatively underrepresented in the literature. Hence, this study aims to contribute to the existing research by assessing the efficiency of 17 NSR ports to gain insights into their operations and identify areas for improvement using models of Data Envelopment Analysis(DEA). The obtained results show that efficient ports mainly belong to the western NSR region, with ports like Murmansk and Varandei consistently demonstrating high efficiency and constant returns to scale. Several ports, such as Onega, Arkhangelsk, Naryan-Mar, and Khatanga, showed inefficiencies in the utilization of berths and quay lengths. The findings not only contribute to academic knowledge but also offer practical implications for NSR port authorities, assisting them in making well-informed decisions regarding infrastructure development plans.

북극 해빙의 급속한 용해는 유럽과 아시아 사이의 실행 가능한 대체 해로로서 북극항로에 대한 관심을 증대시켜 왔다. 현재까지 북극항로의 기술적 실현 가능성, 안전성, 수익성, 환경 영향 등을 고려한 광범위한 연구가 진행되어 왔다. 북극항로는 국제 교역의 중요한 루트가 될 것이며, 무역 원활화를 위해서는 항만 효율성이 무엇보다 중요하다. 그럼에도 불구하고 북극항로의 중요한 위치해 있는 항만들, 특히 러시아 북극 항만들의 효율성 평가에 대한 연구가 제한적인 상황이다. 따라서 본 연구는 데이터 포락 분석(DEA) 모델과 Malmquist 생산성 지수를 적용하여 러시아 17개 항구의 운영 현황을 분석하고, 효율성을 평가하고자 한다. DEA 분석 결과, 주로 서부 지역에 속하는 항만들의 효율성이 높게 나타났으며, 특히 무르만스크와 바란데이와 같은 항구는 지속적으로 높은 효율성과 꾸준한 규모의 수익을 보여주고 있음이 규명되었다. DEA-Malmquist 모형 결과에 의하면 기술발전에도 불구하고 모든 항구에 대한 전반적인 자원 활용 효율성의 개선 정도가 상대적으로 적은 것으로 나타났다. 본 연구의 결과는 인프라 개발 계획 및 관련 정책 수립을 위한 기초자료를 제공하고, 북극항로 항만 당국에 실질적인 시사점을 제공한다.

Keywords

Acknowledgement

This research was supported by the 4th Educational Training Program for the Shipping, Port and Logistics from the Ministry of Oceans and Fisheries.

References

  1. Arctic Monitoring and Assessment Programme (AMAP). (2021). Arctic Climate Change Update 2021: Key Trends and Impacts. Summary for Policy-makers. Tromso, Norway: AMAP.
  2. Al-Eraqi, A.S., Mustaffa, 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, 597-612.
  3. Banker, R. D., Charnes, A., & Cooper, W. W. (1984). Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis. Management Science, 30(9), 1078-1092. https://doi.org/10.1287/mnsc.30.9.1078
  4. Barros, C. P., & Athanassiou, M. (2004). Efficiency in European seaports with DEA: Evidence from Greece and Portugal. Maritime Economics & Logistics, 6(2), 122-140. https://doi.org/10.1057/palgrave.mel.9100099
  5. Barros, C. P., Assaf, A., & Ibiwoye, A. (2010). Bootstrapped Technical Efficiency of African Seaports. In P. Coto-Millan, M. A. Pesquera, & J. Castanedo (Eds.), Essays on Port Economics (pp. 237-250).
  6. Barros, C. P., & Managi, S. (2008). Productivity Drivers in Japanese Seaports. Working Paper WP15/2008/DE/UECE.
  7. Boussofiane, A., Dyson, R.G., & Thanassoulis, E. (1991). Applied Data Envelopment Analysis. European Journal of Operational Research, 52, 1-15. https://doi.org/10.1016/0377-2217(91)90331-O
  8. Bowlin, W. F. (1998). Measuring Performance: An Introduction to Data Envelopment Analysis (DEA). Journal of Cost Analysis, 7, 3-27. https://doi.org/10.1080/08823871.1998.10462318
  9. Cariou, P., & Faury, O. (2015). Relevance of the Northern Sea route (NSR) for bulk shipping. Transportation Research Part A: Policy and Practice, 78, 337- 346. https://doi.org/10.1016/j.tra.2015.05.020
  10. Caves, D., Christensen, L., & Diewert, W. E. (1982). The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity. Econometrica, 50, 1393-1414. https://doi.org/10.2307/1913388
  11. Charnes, A., Cooper, W. W., Lewin, A. Y., Morey, R. C., & Rousseau, J. (1985). Sensitivity and Stability Analysis in DEA. Annals of Operations Research, 2, 139-156.
  12. Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the Efficiency of Decision-Making Units. European Journal of Operational Research, 2, 429- 444. https://doi.org/10.1016/0377-2217(78)90138-8
  13. Cullinane, K. P. B., & Wang, T. (2006). The efficiency of European container ports: A cross-sectional data envelopment analysis. International Journal of Logistics: Research and Applications, 9(1), 19-31. https://doi.org/10.1080/13675560500322417
  14. Cullinane, K. P. B., Ji, P., & Wang, T. (2005). The relationship between privatization and DEA estimates of efficiency in the container port industry. Journal of Economics and Business, 57(5), 433-462. https://doi.org/10.1016/j.jeconbus.2005.02.007
  15. Cullinane, K. P. B., Song, D.-W., Ji, P., & Wang, T. (2004). An application of DEA Windows analysis to container port production efficiency. Review of Network Economics, 3(2), 186-208. https://doi.org/10.2202/1446-9022.1050
  16. Cullinane, K., Song, D. W., & Wang, T. (2005). The Application of Mathematical Programming Approaches to Estimating Container Port Production Efficiency. Journal of Productivity Analysis, 24(1), 73-92. https://doi.org/10.1007/s11123-005-3041-9
  17. Den, M., Nah, H. S., & Shin, C. H. (2016). An empirical study on the efficiency of container terminals in Russian and Korean ports using DEA model. Proceedings of the 2016 KAOSTS Joint Conference.
  18. Dyson, R. G., Allen, R., Camanho, A. S., Podinovski, V. V., Sarrico, C. S., & Shale, E. A. (2001). Pitfalls and Protocols in DEA. European Journal of Operational Research, 132, 245-259. https://doi.org/10.1016/S0377-2217(00)00149-1
  19. Faury, O., & Cariou, P. (2016). The Northern Sea route competitiveness for oil tankers. Transportation Research Part A: Policy and Practice, 94, 461-469. https://doi.org/10.1016/j.tra.2016.09.026
  20. Faury, O., Alix, Y., Serry, A., Kerbiriou, R., & Pelletier, J. F. (2019). Analysis of the Russian Arctic port system using AIS data. In Arctic shipping: Climate change, commercial traffic, and port development.
  21. Faury, O., Daudet, B., Tetu, P. L., & Verny, J. (2019). An analysis of the Arctic ports. In Arctic Shipping: Climate Change, Commercial Traffic, and Port Development.
  22. Golany, B., & Roll, Y. (1989). An Application Procedure for DEA. Omega, 17, 237-250. https://doi.org/10.1016/0305-0483(89)90029-7
  23. Halvor, S., & Svein, B. (2011). The Northern Sea Route versus the Suez Canal: Cases from bulk shipping. Journal of Transport Geography, 19(4), 977-983. https://doi.org/10.1016/j.jtrangeo.2011.03.003
  24. Hua, X., Dong, Y., & Jinxian, W. (2018). Economic feasibility of an NSR/SCR-combined container service on the Asia-Europe lane: A new approach dynamically considering sea ice extent. Maritime Policy & Management, 45, 514-529. https://doi.org/10.1080/03088839.2018.1443521
  25. Kharchenko, O. (2013). Benchmarking of Russian ports: Case study from ports of Vladivostok and Nakhodka. Master's thesis, Vestfold University College, Faculty of Technology and Maritime Sciences.
  26. Kuznetsov, A., & Kozlova, E. (2007). DEA Method for Studying the Efficiency of Container Terminals. Morflot, No. 4, 52-55.
  27. Lasserre, F. (2014). Case studies of shipping along Arctic routes: Analysis and profitability perspectives for the container sector. Transportation Research Part A: Policy and Practice, 66, 144-161. https://doi.org/10.1016/j.tra.2014.05.005
  28. Liu, C.-Y., Fan, H.-M., Dang, X.-J., & Zhang, X. (2021). The Arctic policy and port development along the Northern Sea Route: Evidence from Russia's Arctic strategy. Ocean and Coastal Management, 201.
  29. Liu, M., & Kronbak, J. (2010). The potential economic viability of using the Northern Sea Route (NSR) as an alternative route between Asia and Europe. Journal of Transport Geography, 18(3), 434-444. https://doi.org/10.1016/j.jtrangeo.2009.08.004
  30. Martinez-Budria, E., Diaz-Armas, R., Navarro-Ibanez, M., & Ravelo-Mesa, T. (1999). A study of the efficiency of Spanish port authorities using data envelopment analysis. International Journal of Transport Economics, 26(2), 237-253.
  31. Milakovic, A. S., Gunnarsson, B., Balmasov, S., Hong, S., Kim, K., Schutz, P., & Ehlers, S. (2018). Current status and future operational models for transit shipping along the Northern Sea Route. Maritime Policy, 94, 53-60. https://doi.org/10.1016/j.marpol.2018.04.027
  32. Nguyen, H.-O., Nguyen, H.-V., Chang, Y.-T., Chin, A. T. H., & Tongzon, J. (2016). Measuring Port Efficiency Using Bootstrapped DEA: The Case of Vietnamese Ports. Maritime Policy & Management, 43(5), 644-659. https://doi.org/10.1080/03088839.2015.1107922
  33. Ostreng, W., Eger, K. M., Floistad, B., Jorgensen-Dahl, A., Lothe, L., Mejlaender-Larsen, M., & Wergeland, T. (2013). Shipping in Arctic Waters: A Comparison of the Northeast, Northwest, and Trans Polar Passages. Springer. https://doi.org/10.1007/978-3-642-16790-4
  34. Park, R.-K. (2008). A verification of Korean container port efficiency. Proceedings of the Korea Port Economic Association Conference.
  35. Panayides, P. M., Maxoulis, C. N., Wang, T.-F., & Ng, K. Y. A. (2009). A critical analysis of DEA applications to seaport economic efficiency measurement. Transport Reviews, 29(2), 183-206. https://doi.org/10.1080/01441640802260354
  36. Rajasekar, T., Ashraf, S., & Deo, M. P. (2014). Measurement of Efficiency of Major Ports in India, a Data Envelopment Analysis Approach. International Journal of Environmental Sciences, 4.
  37. Roll, Y., & Hayuth, Y. (1993). Port performance comparison applying data envelopment analysis. Maritime Policy & Management, 20(2), 153-161. https://doi.org/10.1080/03088839300000025
  38. Schoyen, H., & Odeck, J. (2013). The technical efficiency of Norwegian container ports: A comparison to some Nordic and UK container ports using Data Envelopment Analysis (DEA). Maritime Economics & Logistics, 15, 197-221. https://doi.org/10.1057/mel.2013.3
  39. Seiford, L. M., & Thrall, R. M. (1990). Recent Developments in DEA: The Mathematical Programming Approach to Frontier Analysis. Journal of Econometrics, 46(1-2), 7-38. Springer, Berlin, Heidelberg. 177-239.
  40. Tongzon, J. (2001). Efficiency measurement of selected Australian and other international ports using data envelopment analysis. Transportation Research Part A: Policy and Practice, 35(2), 113-128. https://doi.org/10.1016/S0965-8564(99)00049-X
  41. Tongzon, J. L. (2001). Efficiency Measurement of Selected Australian and Other International Ports Using Data Envelopment Analysis. Transportation Research Part A: Policy and Practice, 35(2), 107-122. https://doi.org/10.1016/S0965-8564(99)00049-X
  42. Valentine, V. F., & Gray, R. (2001). The measurement of port efficiency using data envelopment analysis. In Proceedings of the 9th World Conference on Transport Research, 22-27 July (Seoul, South Korea).
  43. Valentine, V. F., & Gray, R. (2002). An organizational approach to port efficiency. In Proceedings of the International Association of Maritime Economists Conference, 13-15 November (Panama).
  44. Valentine, V. F., & Gray, R. (2001). The measurement of port efficiency using data envelopment analysis. Proceedings of the 9th World Conference on Transport Research. Paper Number: 1203. Seoul, Korea.
  45. Verny, J., & Grigentin, C. (2009). Container shipping on the Northern Sea Route. International Journal of Production Economics, 122(1), 107-117. https://doi.org/10.1016/j.ijpe.2009.03.018
  46. Wang, D., Li, D., Gong, Y., Wang, R., Wang, J., & Huang, X. (2019). Development situation and future demand for the ports along the Northern Sea Route. Research in Transportation Business & Management, 33.
  47. Wang, T., Song, D. W., & Cullinane, K. (2002). The applicability of data envelopment analysis to efficiency measurement of container ports. Proceedings of the International Association of Maritime Economists Conference, Panama, 13-15 November.
  48. Xu, H., Yin, Z., Jia, D., et al. (2011). The potential seasonal alternative of Asia-Europe container service via Northern sea route under the Arctic sea ice retreat. Maritime Policy & Management, 38(5), 541-560. https://doi.org/10.1080/03088839.2011.597449
  49. Zeng, Q., Tingyu, L., Kun-Chin, L., Kum Fai, Y., & Kevin, X. L. (2019). The Competitiveness of Arctic Shipping over Suez Canal and China-Europe Railway. Transport Policy.
  50. Zhang, Y., Meng, Q., & Ng, S. H. (2016). Shipping efficiency comparison between Northern Sea Route and the conventional Asia-Europe shipping route via Suez Canal. Journal of Transport Geography, 57, 241-249. https://doi.org/10.1016/j.jtrangeo.2016.09.008