IDEAS home Printed from https://ideas.repec.org/a/eee/transa/v137y2020icp222-239.html
   My bibliography  Save this article

Productivity and convergence in Norwegian container seaports: An SFA-based Malmquist productivity index approach

Author

Listed:
  • Odeck, James
  • Schøyen, Halvor

Abstract

This paper examines the productivity of Norwegian container seaports and the extent to which the initially less productive seaports are converging/diverging in productivity in relation to the initially more productive seaports. The rationale of the paper is that productivity assessment of Norwegian seaports is scarce in the literature, and studies of convergence/divergence in container seaports are missing in the literature on transportation. The methodology used is the stochastic frontier analysis (SFA)-based Malmquist productivity index (MPI) to assess productivity. To infer productivity convergence/divergence over the years, Beta (Β) and Sigma (Γ) types of convergence/divergence are used. The data used are for the 2002–2014 period and include comparable container seaports from the Nordic countries and the UK to increase the discriminatory power in the analyses and to compare the Norwegian container seaports with their peers. The results attest that (i) there has been annual average total productivity improvement across seaports of approximately 9.7%, (ii) the productivity improvement observed has been due to improvement in pure efficiency change of approximately 11% and scale efficiency improvement of approximately 3.2% and a decrease in technical change of approximately 3.2% annually, (iii) Norwegian seaports are also experiencing productivity improvement and are best performers with regard to scale efficiency change, and (iv) there is an indication of convergence among seaports with respect to all productivity indices, suggesting that seaports with initially lower productivity indices progress faster than those with initially higher indices. A major conclusion is that the overall productivity of seaports has improved, and the productivity growth rates have converged.

Suggested Citation

  • Odeck, James & Schøyen, Halvor, 2020. "Productivity and convergence in Norwegian container seaports: An SFA-based Malmquist productivity index approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 137(C), pages 222-239.
  • Handle: RePEc:eee:transa:v:137:y:2020:i:c:p:222-239
    DOI: 10.1016/j.tra.2020.05.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0965856420305760
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tra.2020.05.001?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Ahmed Salem Al‐Eraqi & Adli Mustafa & Ahamad Tajudin Khader, 2010. "An extended DEA windows analysis: Middle East and East African seaports," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 37(2), pages 208-218, May.
    2. Trujillo, L. & Tovar, B., 2007. "The European port industry: an analysis of its economic efficiency," Working Papers 07/05, Department of Economics, City University London.
    3. Hokey Min & Byung-In Park, 2005. "Evaluating the inter-temporal efficiency trends of international container terminals using data envelopment analysis," International Journal of Integrated Supply Management, Inderscience Enterprises Ltd, vol. 1(3), pages 258-277.
    4. Sala-i-Martin, Xavier X, 1996. "The Classical Approach to Convergence Analysis," Economic Journal, Royal Economic Society, vol. 106(437), pages 1019-1036, July.
    5. O'Neill, Liam & Rauner, Marion & Heidenberger, Kurt & Kraus, Markus, 2008. "A cross-national comparison and taxonomy of DEA-based hospital efficiency studies," Socio-Economic Planning Sciences, Elsevier, vol. 42(3), pages 158-189, September.
    6. Kevin Cullinane & Dong-Wook Song & Tengfei Wang, 2005. "The Application of Mathematical Programming Approaches to Estimating Container Port Production Efficiency," Journal of Productivity Analysis, Springer, vol. 24(1), pages 73-92, September.
    7. Estache, Antonio & Gonzalez, Marianela & Trujillo, Lourdes, 2002. "Efficiency Gains from Port Reform and the Potential for Yardstick Competition: Lessons from Mexico," World Development, Elsevier, vol. 30(4), pages 545-560, April.
    8. Cullinane, Kevin & Song, Dong-Wook & Gray, Richard, 2002. "A stochastic frontier model of the efficiency of major container terminals in Asia: assessing the influence of administrative and ownership structures," Transportation Research Part A: Policy and Practice, Elsevier, vol. 36(8), pages 743-762, October.
    9. Jie Wu & Hong Yan & John Liu, 2010. "DEA models for identifying sensitive performance measures in container port evaluation," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 12(3), pages 215-236, September.
    10. Tim Coelli & Sergio Perelman, 2000. "Technical efficiency of European railways: a distance function approach," Applied Economics, Taylor & Francis Journals, vol. 32(15), pages 1967-1976.
    11. Cullinane Kevin & Song Dong-Wook & Ji Ping & Wang Teng-Fei, 2004. "An Application of DEA Windows Analysis to Container Port Production Efficiency," Review of Network Economics, De Gruyter, vol. 3(2), pages 1-23, June.
    12. González, MarI´a Manuela & Trujillo, Lourdes, 2008. "Reforms and infrastructure efficiency in Spain's container ports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(1), pages 243-257, January.
    13. Su-Han Woo & Stephen Pettit & Anthony Beresford & Dong-Wook Kwak, 2012. "Seaport Research: A Decadal Analysis of Trends and Themes Since the 1980s," Transport Reviews, Taylor & Francis Journals, vol. 32(3), pages 351-377, January.
    14. Hung, Shiu-Wan & Lu, Wen-Min & Wang, Tung-Pao, 2010. "Benchmarking the operating efficiency of Asia container ports," European Journal of Operational Research, Elsevier, vol. 203(3), pages 706-713, June.
    15. Kevin Cullinane & Dong-Wook Song, 2003. "A stochastic frontier model of the productive efficiency of Korean container terminals," Applied Economics, Taylor & Francis Journals, vol. 35(3), pages 251-267.
    16. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    17. Lourdes Trujillo & Beatriz Tovar, 2007. "The European Port Industry: An Analysis of its Economic Efficiency," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 9(2), pages 148-171, June.
    18. Hidekazu Itoh, 2002. "Effeciency Changes at Major Container Ports in Japan: A Window Application of Data Envelopment Analysis," Review of Urban & Regional Development Studies, Wiley Blackwell, vol. 14(2), pages 133-152, July.
    19. Shaher Z Zahran & Jobair Bin Alam & Abdulrahem H Al-Zahrani & Yiannis Smirlis & Stratos Papadimitriou & Vangelis Tsioumas, 2017. "Analysis of port authority efficiency using data envelopment analysis," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 19(3), pages 518-537, August.
    20. Halvor Schøyen & James Odeck, 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, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 15(2), pages 197-221, June.
    21. Qing Liu & Siew Hoon Lim, 2017. "Toxic air pollution and container port efficiency in the USA," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 19(1), pages 94-105, March.
    22. Lai, Kee-hung & Ngai, E. W. T. & Cheng, T. C. E., 2002. "Measures for evaluating supply chain performance in transport logistics," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 38(6), pages 439-456, November.
    23. Tongzon, Jose & Heng, Wu, 2005. "Port privatization, efficiency and competitiveness: Some empirical evidence from container ports (terminals)," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(5), pages 405-424, June.
    24. P. Simões & R.C. Marques, 2010. "Seaport performance analysis using robust non-parametric efficiency estimators," Transportation Planning and Technology, Taylor & Francis Journals, vol. 33(5), pages 435-451, June.
    25. Carlos Pestana Barros, 2005. "Decomposing Growth in Portuguese Seaports: A Frontier Cost Approach," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 7(4), pages 297-315, December.
    26. Ro-Kyung Park & Prabir De, 2004. "An Alternative Approach to Efficiency Measurement of Seaports," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 6(1), pages 53-69, March.
    27. Carlos Pestana Barros, 2006. "A Benchmark Analysis of Italian Seaports Using Data Envelopment Analysis," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 8(4), pages 347-365, December.
    28. Tongzon, Jose, 2001. "Efficiency measurement of selected Australian and other international ports using data envelopment analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 35(2), pages 107-122, February.
    29. F. Suykens & E. Van De Voorde, 1998. "A quarter a century of port management in Europe: objectives and tools," Maritime Policy & Management, Taylor & Francis Journals, vol. 25(3), pages 251-261, January.
    30. Bichou, K. & Gray, R., 2005. "A critical review of conventional terminology for classifying seaports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(1), pages 75-92, January.
    31. Cullinane, Kevin & Ji, Ping & Wang, Teng-fei, 2005. "The relationship between privatization and DEA estimates of efficiency in the container port industry," Journal of Economics and Business, Elsevier, vol. 57(5), pages 433-462.
    32. L. C. Lin & C. C. Tseng, 2007. "Operational performance evaluation of major container ports in the Asia-Pacific region," Maritime Policy & Management, Taylor & Francis Journals, vol. 34(6), pages 535-551, December.
    33. Pablo Coto-Millan & Jose Banos-Pino & Ana Rodriguez-Alvarez, 2000. "Economic efficiency in Spanish ports: some empirical evidence," Maritime Policy & Management, Taylor & Francis Journals, vol. 27(2), pages 169-174, April.
    34. Caudill, Steven B & Ford, Jon M & Gropper, Daniel M, 1995. "Frontier Estimation and Firm-Specific Inefficiency Measures in the Presence of Heteroscedasticity," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(1), pages 105-111, January.
    35. Theo Notteboom & Chris Coeck & Julien Van Den Broeck, 2000. "Measuring and Explaining the Relative Efficiency of Container Terminals by Means of Bayesian Stochastic Frontier Models," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 2(2), pages 83-106, June.
    36. Carlos Pestana Barros & Manolis Athanassiou, 2004. "Efficiency in European Seaports with DEA: Evidence from Greece and Portugal," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 6(2), pages 122-140, June.
    37. Leonardo Ramos Rios & Antonio Carlos Gastaud Maçada, 2006. "Analysing the Relative Efficiency of Container Terminals of Mercosur using DEA," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 8(4), pages 331-346, December.
    38. Cullinane, Kevin & Wang, Teng-Fei & Song, Dong-Wook & Ji, Ping, 2006. "The technical efficiency of container ports: Comparing data envelopment analysis and stochastic frontier analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(4), pages 354-374, May.
    39. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    40. Teng-Fei Wang & Kevin Cullinane, 2006. "The Efficiency of European Container Terminals and Implications for Supply Chain Management," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 8(1), pages 82-99, March.
    41. Greene, William, 2005. "Reconsidering heterogeneity in panel data estimators of the stochastic frontier model," Journal of Econometrics, Elsevier, vol. 126(2), pages 269-303, June.
    42. Ancor Suárez-Alemán & Lourdes Trujillo & Kevin P B Cullinane, 2014. "Time at ports in short sea shipping: When timing is crucial," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 16(4), pages 399-417, December.
    43. Odeck, James & Bråthen, Svein, 2012. "A meta-analysis of DEA and SFA studies of the technical efficiency of seaports: A comparison of fixed and random-effects regression models," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(10), pages 1574-1585.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Min Wang & Meng Ji & Xiaofen Wu & Kexin Deng & Xiaodong Jing, 2023. "Analysis on Evaluation and Spatial-Temporal Evolution of Port Cluster Eco-Efficiency: Case Study from the Yangtze River Delta in China," Sustainability, MDPI, vol. 15(10), pages 1-16, May.
    2. Feng Wang & Jianxiong Wu & Min Wu & Wen Zheng & Danwen Huang, 2021. "Has the Economic Structure Optimization in China’s Supply-Side Structural Reform Improved the Inclusive Green Total Factor Productivity?," Sustainability, MDPI, vol. 13(22), pages 1-25, November.
    3. Yang, Dong & Liao, Shiguan & Venus Lun, Y.H & Bai, Xiwen, 2023. "Towards sustainable port management: Data-driven global container ports turnover rate assessment," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 175(C).
    4. Kenneth Løvold Rødseth & Rasmus Bøgh Holmen & Timo Kuosmanen & Halvor Schøyen, 2023. "Market access and seaport efficiency: the case of container handling in Norway," Journal of Shipping and Trade, Springer, vol. 8(1), pages 1-25, December.
    5. Liu, Hongwei & Yang, Ronglu & Wu, Jie & Chu, Junfei, 2021. "Total-factor energy efficiency change of the road transportation industry in China: A stochastic frontier approach," Energy, Elsevier, vol. 219(C).
    6. Ather Hassan Dar & Somesh Kumar Mathur & Sila Mishra, 2021. "The Efficiency of Indian Banks: A DEA, Malmquist and SFA Analysis with Bad Output," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 19(4), pages 653-701, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Odeck, James & Bråthen, Svein, 2012. "A meta-analysis of DEA and SFA studies of the technical efficiency of seaports: A comparison of fixed and random-effects regression models," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(10), pages 1574-1585.
    2. Merkel, Axel & Holmgren, Johan, 2017. "Dredging the depths of knowledge: Efficiency analysis in the maritime port sector," Transport Policy, Elsevier, vol. 60(C), pages 63-74.
    3. Suárez-Alemán, Ancor & Morales Sarriera, Javier & Serebrisky, Tomás & Trujillo, Lourdes, 2016. "When it comes to container port efficiency, are all developing regions equal?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 86(C), pages 56-77.
    4. Suárez-Alemán, Ancor & Morales Sarriera, Javier & Serebrisky, Tomás & Trujillo, Lourdes, 2016. "When it comes to container port efficiency, are all developing regions equal?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 86(C), pages 56-77.
    5. Güner, Samet, 2015. "Investigating infrastructure, superstructure, operating and financial efficiency in the management of Turkish seaports using data envelopment analysis," Transport Policy, Elsevier, vol. 40(C), pages 36-48.
    6. Shilin Ye & Xinhua Qi & Yecheng Xu, 2020. "Analyzing the relative efficiency of China’s Yangtze River port system," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 22(4), pages 640-660, December.
    7. Gonzalez, M. & Trujillo, L., 2007. "Efficiency measurement in the port industry: a survey of the empirical evidence," Working Papers 07/08, Department of Economics, City University London.
    8. Evelin Krmac & Mozhgan Mansouri Kaleibar, 2023. "A comprehensive review of data envelopment analysis (DEA) methodology in port efficiency evaluation," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 25(4), pages 817-881, December.
    9. Angela Stefania Bergantino & Enrico Musso, 2011. "A Multi-step Approach to Model the Relative Efficiency of European Ports: The Role of Regulation and Other Non-discretionary Factors," Chapters, in: Kevin Cullinane (ed.), International Handbook of Maritime Economics, chapter 18, Edward Elgar Publishing.
    10. Shui-Mu Ju & Nan Liu, 2015. "Efficiency and its influencing factors in port enterprises: empirical evidence from Chinese port-listed companies," Maritime Policy & Management, Taylor & Francis Journals, vol. 42(6), pages 571-590, August.
    11. Hong-Oanh Nguyen & Hong-Van Nguyen & Young-Tae Chang & Anthony T. H. Chin & Jose Tongzon, 2016. "Measuring port efficiency using bootstrapped DEA: the case of Vietnamese ports," Maritime Policy & Management, Taylor & Francis Journals, vol. 43(5), pages 644-659, July.
    12. Quintano, Claudio & Mazzocchi, Paolo & Rocca, Antonella, 2021. "Evaluation of the eco-efficiency of territorial districts with seaport economic activities," Utilities Policy, Elsevier, vol. 71(C).
    13. Serebrisky, Tomás & Sarriera, Javier Morales & Suárez-Alemán, Ancor & Araya, Gonzalo & Briceño-Garmendía, Cecilia & Schwartz, Jordan, 2016. "Exploring the drivers of port efficiency in Latin America and the Caribbean," Transport Policy, Elsevier, vol. 45(C), pages 31-45.
    14. Yan, Jia & Sun, Xinyu & Liu, John J., 2009. "Assessing container operator efficiency with heterogeneous and time-varying production frontiers," Transportation Research Part B: Methodological, Elsevier, vol. 43(1), pages 172-185, January.
    15. Rabeb KAMMOUN & Souhir ABBES, 2020. "The technical efficiency of Tunisian ports: Comparing data envelopment analysis and stochastic frontier analysis scores," Romanian Journal of Economics, Institute of National Economy, vol. 51(2(60)), pages 83-102, December.
    16. Pérez, Ivone & Trujillo, Lourdes & González, María Manuela, 2016. "Efficiency determinants of container terminals in Latin American and the Caribbean," Utilities Policy, Elsevier, vol. 41(C), pages 1-14.
    17. Pierre CARIOU & Gabriel FIGUEIREDO DE OLIVEIRA, 2015. "Les Déterminants De L'Efficience Portuaire : Une Analyse Des Ports À Conteneurs Méditerranéens," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 41, pages 83-99.
    18. Chang, Víctor & Tovar, Beatriz, 2014. "Drivers explaining the inefficiency of Peruvian and Chilean ports terminals," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 67(C), pages 190-203.
    19. Claudio Quintano & Paolo Mazzocchi & Antonella Rocca, 2020. "A competitive analysis of EU ports by fixing spatial and economic dimensions," Journal of Shipping and Trade, Springer, vol. 5(1), pages 1-19, December.
    20. Laxe, Fernando González & Bermúdez, Federico Martín & Prado Domínguez, Antonio Javier, 2021. "Are Spanish ports efficient and profitable? A quantitative analysis," Utilities Policy, Elsevier, vol. 70(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:transa:v:137:y:2020:i:c:p:222-239. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/547/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.