IDEAS home Printed from https://ideas.repec.org/a/eee/trapol/v45y2016icp31-45.html
   My bibliography  Save this article

Exploring the drivers of port efficiency in Latin America and the Caribbean

Author

Listed:
  • Serebrisky, Tomás
  • Sarriera, Javier Morales
  • Suárez-Alemán, Ancor
  • Araya, Gonzalo
  • Briceño-Garmendía, Cecilia
  • Schwartz, Jordan

Abstract

We developed a technical efficiency analysis of container ports in Latin America and the Caribbean using an input-oriented stochastic frontier model. We employed a 10-year panel with data on container throughput, port terminal area, berth length, and number of available cranes in 63 ports. The model has three innovations with respect to the available literature: (i) we treated ship-to-shore gantry cranes and mobile cranes separately, in order to account for the higher productivity of the former; (ii) we introduced a binary variable for ports using ships’ cranes, treated as an additional source of port productivity; and (iii) we introduced a binary variable for ports operating as transshipment hubs. Their associated parameters are highly significant in the production function. The results show an improvement in the average technical efficiency of ports in the Latin American and Caribbean region from 52% to 64% between 1999 and 2009; the best performing port in 2009 achieved a technical efficiency of 88% with respect to the frontier. The paper also studies possible determinants of port technical efficiency, such as ownership, corruption and income per capita. The results revealed a positive and significant association between technical efficiency and private port operations.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:trapol:v:45:y:2016:i:c:p:31-45
    DOI: 10.1016/j.tranpol.2015.09.004
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0967070X15300494
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tranpol.2015.09.004?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. 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.
    2. 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.
    3. Tae Hoon Oum & Katsuhiro Yamaguchi & Yuichiro Yoshida, 2011. "Efficiency Measurement Theory and its Application to Airport Benchmarking," Chapters, in: André de Palma & Robin Lindsey & Emile Quinet & Roger Vickerman (ed.), A Handbook of Transport Economics, chapter 13, Edward Elgar Publishing.
    4. Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
    5. 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.
    6. 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.
    7. Hee-Seok Bang & Hyo-Won Kang & Jeffrey Martin & Su-Han Woo, 2012. "The impact of operational and strategic management on liner shipping efficiency: a two-stage DEA approach," Maritime Policy & Management, Taylor & Francis Journals, vol. 39(7), pages 653-672, December.
    8. María Manuela González & Lourdes Trujillo, 2009. "Efficiency Measurement in the Port Industry: A Survey of the Empirical Evidence," Journal of Transport Economics and Policy, University of Bath, vol. 43(2), pages 157-192, May.
    9. Rui Cunha Marques & Álvaro Fonseca, 2010. "Market structure, privatisation and regulation of Portuguese seaports," Maritime Policy & Management, Taylor & Francis Journals, vol. 37(2), pages 145-161, March.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. Carlos Pestana Barros & Albert Assaf & Ade Ibiwoye, 2010. "Bootstrapped Technical Efficiency of African Seaports," Contributions to Economics, in: Pablo Coto-Millán & Miguel Angel Pesquera & Juan Castanedo (ed.), Essays on Port Economics, pages 237-250, Springer.
    15. Cullinane, Kevin & Song, Dong-Wook, 2006. "Estimating the Relative Efficiency of European Container Ports: A Stochastic Frontier Analysis," Research in Transportation Economics, Elsevier, vol. 16(1), pages 85-115, January.
    16. Ricardo J Sánchez & Jan Hoffmann & Alejandro Micco & Georgina V Pizzolitto & Martín Sgut & Gordon Wilmsmeier, 2003. "Port Efficiency and International Trade: Port Efficiency as a Determinant of Maritime Transport Costs," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 5(2), pages 199-218, June.
    17. Trujillo, Lourdes & González, María Manuela & Jiménez, Juan Luis, 2013. "An overview on the reform process of African ports," Utilities Policy, Elsevier, vol. 25(C), pages 12-22.
    18. Chang, Víctor & Tovar, Beatriz, 2014. "Efficiency and productivity changes for Peruvian and Chilean ports terminals: A parametric distance functions approach," Transport Policy, Elsevier, vol. 31(C), pages 83-94.
    19. Federico Belotti & Silvio Daidone & Giuseppe Ilardi & Vincenzo Atella, 2013. "Stochastic frontier analysis using Stata," Stata Journal, StataCorp LP, vol. 13(4), pages 718-758, December.
    20. 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.
    21. Jiro Nemoto & Mika Goto, 2003. "Measurement of Dynamic Efficiency in Production: An Application of Data Envelopment Analysis to Japanese Electric Utilities," Journal of Productivity Analysis, Springer, vol. 19(2), pages 191-210, April.
    22. 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.
    23. Pablo Coto-Millán & Miguel Angel Pesquera & Juan Castanedo (ed.), 2010. "Essays on Port Economics," Contributions to Economics, Springer, number 978-3-7908-2425-4, May.
    24. 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.
    25. Turner, Hugh & Windle, Robert & Dresner, Martin, 2004. "North American containerport productivity: 1984-1997," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 40(4), pages 339-356, July.
    26. Banker, Rajiv D. & Gadh, Vandana M. & Gorr, Wilpen L., 1993. "A Monte Carlo comparison of two production frontier estimation methods: Corrected ordinary least squares and data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 67(3), pages 332-343, June.
    27. Estache, Antonio & de la Fe, Beatriz Tovar & Trujillo, Lourdes, 2004. "Sources of efficiency gains in port reform: a DEA decomposition of a Malmquist TFP index for Mexico," Utilities Policy, Elsevier, vol. 12(4), pages 221-230, 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. Bruce A. Blonigen & Wesley Wilson, 2006. "New Measures of Port Efficiency Using International Trade Data," NBER Working Papers 12052, National Bureau of Economic Research, Inc.
    30. 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.
    31. World Bank, 2013. "World Development Indicators 2013," World Bank Publications - Books, The World Bank Group, number 13191.
    32. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    33. George E. Battese, 1997. "A Note On The Estimation Of Cobb‐Douglas Production Functions When Some Explanatory Variables Have Zero Values," Journal of Agricultural Economics, Wiley Blackwell, vol. 48(1‐3), pages 250-252, January.
    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. López-Bermúdez, Beatriz & Freire-Seoane, María Jesús & González-Laxe, Fernando, 2019. "Efficiency and productivity of container terminals in Brazilian ports (2008–2017)," Utilities Policy, Elsevier, vol. 56(C), pages 82-91.
    2. López-Bermúdez, Beatriz & Freire-Seoane, María Jesús & Nieves-Martínez, Diego José, 2019. "Port efficiency in Argentina from 2012 to 2017: An ally for sustained economic growth," Utilities Policy, Elsevier, vol. 61(C).
    3. Chuanxu Wang & Xiaohan Dou & Hercules Haralambides, 2022. "Port centrality and the Composite Connectivity Index: Introducing a new concept in assessing the attractiveness of hub ports," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 24(1), pages 67-91, March.
    4. 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.
    5. Efecan, Volkan & Temiz, İzzettin, 2023. "Assessing the technical efficiency of container ports based on a non-monotonic inefficiency effects model," Utilities Policy, Elsevier, vol. 81(C).
    6. Chandra Prakash Garg & Vishal Kashav & Xuemuge Wang, 2023. "Evaluating sustainability factors of green ports in China under fuzzy environment," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(8), pages 7795-7821, August.
    7. Feng, Mingxiang & Shaw, Shih-Lung & Peng, Guojun & Fang, Zhixiang, 2020. "Time efficiency assessment of ship movements in maritime ports: A case study of two ports based on AIS data," Journal of Transport Geography, Elsevier, vol. 86(C).
    8. 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).
    9. Pessino, Carola & Izquierdo, Alejandro & Vuletin, Guillermo, 2018. "Better Spending for Better Lives: How Latin America and the Caribbean Can Do More with Less," IDB Publications (Books), Inter-American Development Bank, number 9152, November.
    10. Tseng, Po-Hsing & Pilcher, Nick, 2019. "Evaluating the key factors of green port policies in Taiwan through quantitative and qualitative approaches," Transport Policy, Elsevier, vol. 82(C), pages 127-137.
    11. Zhang, Qiang & Zheng, Shiyuan & Geerlings, Harry & El Makhloufi, Abdel, 2019. "Port governance revisited: How to govern and for what purpose?," Transport Policy, Elsevier, vol. 77(C), pages 46-57.
    12. Ancor Suárez-Alemán & Tomás Serebrisky & Oscar Ponce de León, 2018. "Port reforms in Latin America and the Caribbean: where we stand, how we got here, and what is left," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 20(4), pages 495-513, December.
    13. 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).
    14. Tadić, Snežana & Krstić, Mladen & Brnjac, Nikolina, 2019. "Selection of efficient types of inland intermodal terminals," Journal of Transport Geography, Elsevier, vol. 78(C), pages 170-180.
    15. Martínez-Moya, Julián & Mestre-Alcover, Amparo & Sala-Garrido, Ramón & Furió-Pruñonosa, Salvador, 2024. "Are transhipment ports more efficient in the Mediterranean Sea? Analysing the role of time at ports using DEA metafrontier approach," Journal of Transport Geography, Elsevier, vol. 116(C).
    16. Shelly-Ann Julien & Jonathan Cowie & Jason Monios, 2020. "Efficiency, productivity and returns to scale in ports: a comparison of data envelopment analysis and econometric estimation with application to Caribbean Small Island Developing States," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 22(2), pages 239-264, June.
    17. 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.
    18. Kahuina Miller & Tetsuro Hyodo, 2022. "Assessment of port efficiency within Latin America," Journal of Shipping and Trade, Springer, vol. 7(1), pages 1-27, December.
    19. Chen, Yang & Yang, Dong & Lian, Peng & Wan, Zheng & Yang, Yubin, 2020. "Will structure-environment-fit result in better port performance? —An empirical test on the validity of Matching Framework Theory," Transport Policy, Elsevier, vol. 86(C), pages 23-33.
    20. 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.
    21. Tovar, Beatriz & Wall, Alan, 2022. "The relationship between port-level maritime connectivity and efficiency," Journal of Transport Geography, Elsevier, vol. 98(C).

    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. 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.
    2. 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.
    3. Morales Sarriera, Javier & Serebrisky, Tomás & Araya, Gonzalo & Briceño-Garmendia, Cecilia & Schwartz, Jordan, 2013. "Benchmarking Container Port Technical Efficiency in Latin America and the Caribbean," IDB Publications (Working Papers) 4702, Inter-American Development Bank.
    4. Pérez, Ivone & González, María Manuela & Trujillo, Lourdes, 2020. "Do specialisation and port size affect port efficiency? Evidence from cargo handling service in Spanish ports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 138(C), pages 234-249.
    5. Efecan, Volkan & Temiz, İzzettin, 2023. "Assessing the technical efficiency of container ports based on a non-monotonic inefficiency effects model," Utilities Policy, Elsevier, vol. 81(C).
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    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. 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.
    12. López-Bermúdez, Beatriz & Freire-Seoane, María Jesús & Nieves-Martínez, Diego José, 2019. "Port efficiency in Argentina from 2012 to 2017: An ally for sustained economic growth," Utilities Policy, Elsevier, vol. 61(C).
    13. 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.
    14. 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.
    15. 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.
    16. Nicole Adler & Georg Hirte & Shravana Kumar & Hans-Martin Niemeier, 2022. "The impact of specialization, ownership, competition and regulation on efficiency: a case study of Indian seaports," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 24(3), pages 507-536, September.
    17. 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.
    18. 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.
    19. 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.
    20. 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.

    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:trapol:v:45:y:2016:i:c:p:31-45. 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/30473/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.