IDEAS home Printed from https://ideas.repec.org/a/pal/marecl/v20y2018i1d10.1057_mel.2016.15.html
   My bibliography  Save this article

On measuring the efficiency of Brazilian ports and their management models

Author

Listed:
  • Marcelo Müller Beuren

    (Industrial Engineering Department, Federal University of Rio Grande do Sul (UFRGS))

  • Rafael Andriotti

    (Industrial Engineering Department, Federal University of Rio Grande do Sul (UFRGS))

  • Guilherme Bergmann Borges Vieira

    (Center for Social Sciences (CCSO), University of Caxias (UCS))

  • José Luis Duarte Ribeiro

    (Industrial Engineering Department, Federal University of Rio Grande do Sul (UFRGS))

  • Francisco José Kliemann Neto

    (Industrial Engineering Department, Federal University of Rio Grande do Sul (UFRGS))

Abstract

Brazil is currently encumbered with various logistical inefficiencies, some of which related to the port logistics chain, affecting the competitiveness of the country’s exporters and importers. Given this context, it is important to assess the efficiency of ports as strategic links in this chain. The article evaluates and compares the efficiency of the main Brazilian ports using data envelopment analysis. The inputs used are cargo capacity, quay length and maximum draft. Outputs considered are cargo throughput and the number of shipping calls. Owing to the diversity of the Brazilian port system, the main goal of this article, in addition to identifying the most efficient port, is an attempt to assess whether the nature of cargo handled, or the management model adopted, affect significantly efficiency. Outcomes indicate that the port of Paranaguá is the most efficient port of Brazil and could therefore be considered as a benchmark. Our analysis did not find significant efficiency differences based on different management models or nature of cargo handled.

Suggested Citation

  • Marcelo Müller Beuren & Rafael Andriotti & Guilherme Bergmann Borges Vieira & José Luis Duarte Ribeiro & Francisco José Kliemann Neto, 2018. "On measuring the efficiency of Brazilian ports and their management models," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 20(1), pages 149-168, March.
  • Handle: RePEc:pal:marecl:v:20:y:2018:i:1:d:10.1057_mel.2016.15
    DOI: 10.1057/mel.2016.15
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/mel.2016.15
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1057/mel.2016.15?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. Carlos Pestana Barros, 2012. "Productivity Assessment of African Seaports," African Development Review, African Development Bank, vol. 24(1), pages 67-78, March.
    2. 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.
    3. Carlos Pestana Barros & J. Augusto Felício & Renato Leite Fernandes, 2012. "Productivity analysis of Brazilian seaports," Maritime Policy & Management, Taylor & Francis Journals, vol. 39(5), pages 503-523, September.
    4. Ester Gutiérrez & Sebastián Lozano & Salvador Furió, 2014. "Evaluating efficiency of international container shipping lines: A bootstrap DEA approach," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 16(1), pages 55-71, March.
    5. Wanke, Peter F., 2013. "Physical infrastructure and flight consolidation efficiency drivers in Brazilian airports: A two-stage network-DEA approach," Journal of Air Transport Management, Elsevier, vol. 31(C), pages 1-5.
    6. 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.
    7. Carlos Pestana Barros & Nicolas Peypoch, 2012. "Productivity assessment of African seaports with biased technological change," Transportation Planning and Technology, Taylor & Francis Journals, vol. 35(6), pages 663-675, May.
    8. Wanke, Peter F., 2013. "Physical infrastructure and shipment consolidation efficiency drivers in Brazilian ports: A two-stage network-DEA approach," Transport Policy, Elsevier, vol. 29(C), pages 145-153.
    9. Gabriel Figueiredo de Oliveira & Pierre Cariou, 2011. "A DEA study of the efficiency of 122 iron ore and coal ports and of 15/17 countries in 2005," Maritime Policy & Management, Taylor & Francis Journals, vol. 38(7), pages 727-743, May.
    10. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    11. 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.
    12. Bichou, Khalid, 2013. "An empirical study of the impacts of operating and market conditions on container-port efficiency and benchmarking," Research in Transportation Economics, Elsevier, vol. 42(1), pages 28-37.
    13. 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.
    14. Entani, Tomoe & Maeda, Yutaka & Tanaka, Hideo, 2002. "Dual models of interval DEA and its extension to interval data," European Journal of Operational Research, Elsevier, vol. 136(1), pages 32-45, January.
    15. Wu, Yen-Chun Jim & Goh, Mark, 2010. "Container port efficiency in emerging and more advanced markets," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 46(6), pages 1030-1042, November.
    16. Flavio Padilha & Adolf K Y Ng, 2012. "The spatial evolution of dry ports in developing economies: The Brazilian experience," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 14(1), pages 99-121, March.
    17. Sharma, Mithun J. & Yu, Song Jin, 2010. "Benchmark optimization and attribute identification for improvement of container terminals," European Journal of Operational Research, Elsevier, vol. 201(2), pages 568-580, March.
    18. Cook, Wade D. & Seiford, Larry M., 2009. "Data envelopment analysis (DEA) - Thirty years on," European Journal of Operational Research, Elsevier, vol. 192(1), pages 1-17, January.
    19. 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.
    20. Ng, Adolf K.Y. & Padilha, Flavio & Pallis, Athanasios A., 2013. "Institutions, bureaucratic and logistical roles of dry ports: the Brazilian experiences," Journal of Transport Geography, Elsevier, vol. 27(C), pages 46-55.
    21. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    22. Mary R. Brooks & Tony Schellinck & Athanasios A. Pallis, 2011. "A systematic approach for evaluating port effectiveness," Maritime Policy & Management, Taylor & Francis Journals, vol. 38(3), pages 315-334, May.
    23. Yuen, Andrew Chi-lok & Zhang, Anming & Cheung, Waiman, 2013. "Foreign participation and competition: A way to improve the container port efficiency in China?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 49(C), pages 220-231.
    24. 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.
    25. Peter Wanke & Rafael Garcia Barbastefano & Maria Fernanda Hijjar, 2011. "Determinants of Efficiency at Major Brazilian Port Terminals," Transport Reviews, Taylor & Francis Journals, vol. 31(5), pages 653-677.
    26. 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.
    27. Wilmsmeier, Gordon & Monios, Jason, 2016. "Institutional structure and agency in the governance of spatial diversification of port system evolution in Latin America," Journal of Transport Geography, Elsevier, vol. 51(C), pages 294-307.
    28. Francisco Gildemir Ferreira Da Silva & Carlos Henrique Rocha, 2012. "A demand impact study of southern and southeastern ports in Brazil: An indication of port competition," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 14(2), pages 204-219, June.
    29. Angela Stefania Bergantino & Enrico Musso, 2011. "The role of external factors versus managerial ability in determining seaports’ relative efficiency: An input-by-input analysis through a multi-step approach on a panel of Southern European ports," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 13(2), pages 121-141, June.
    30. Su-Han Woo & Stephen Pettit & Anthony K C Beresford, 2011. "Port evolution and performance in changing logistics environments," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 13(3), pages 250-277, September.
    31. Patrick Verhoeven, 2010. "A review of port authority functions: towards a renaissance?," Maritime Policy & Management, Taylor & Francis Journals, vol. 37(3), pages 247-270, May.
    32. 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. 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.
    3. Dawn Russell & Kusumal Ruamsook & Violeta Roso, 2022. "Managing supply chain uncertainty by building flexibility in container port capacity: a logistics triad perspective and the COVID-19 case," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 24(1), pages 92-113, March.
    4. Diogo Ferraz & Enzo B. Mariano & Daisy Rebelatto & Dominik Hartmann, 2020. "Linking Human Development and the Financial Responsibility of Regions: Combined Index Proposals Using Methods from Data Envelopment Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 150(2), pages 439-478, July.
    5. 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.

    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. 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.
    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. 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.
    6. Renata Machado de Andrade & Suhyung Lee & Paul Tae-Woo Lee & Oh Kyoung Kwon & Hye Min Chung, 2019. "Port Efficiency Incorporating Service Measurement Variables by the BiO-MCDEA: Brazilian Case," Sustainability, MDPI, vol. 11(16), pages 1-18, August.
    7. Sun, Jiasen & Yuan, Yang & Yang, Rui & Ji, Xiang & Wu, Jie, 2017. "Performance evaluation of Chinese port enterprises under significant environmental concerns: An extended DEA-based analysis," Transport Policy, Elsevier, vol. 60(C), pages 75-86.
    8. 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.
    9. 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.
    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. Leonardo Ensslin & Vinicius Dezem & Ademar Dutra & Sandra Rolim Ensslin & Karine Somensi, 2018. "Seaport-performance tools: an analysis of the international literature," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 20(4), pages 587-602, December.
    12. 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.
    13. 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.
    14. Hlali Arbia, 2018. "Efficiency Analysis with non parametric method: Illustration of the Tunisian ports," Logistics, Supply Chain, Sustainability and Global Challenges, Sciendo, vol. 9(1), pages 51-58, February.
    15. Chia-Nan Wang & Phi-Hung Nguyen & Thi-Ly Nguyen & Thi-Giang Nguyen & Duc-Thinh Nguyen & Thi-Hoai Tran & Hong-Cham Le & Huong-Thuy Phung, 2022. "A Two-Stage DEA Approach to Measure Operational Efficiency in Vietnam’s Port Industry," Mathematics, MDPI, vol. 10(9), pages 1-21, April.
    16. Shaher Z. Zahran & Jobair Bin Alam & Abdulrahem H. Al-Zahrani & Yiannis Smirlis & Stratos Papadimitriou & Vangelis Tsioumas, 2020. "Analysis of port efficiency using imprecise and incomplete data," Operational Research, Springer, vol. 20(1), pages 219-246, March.
    17. 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.
    18. 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.
    19. Mahmoudi, Reza & Emrouznejad, Ali & Shetab-Boushehri, Seyyed-Nader & Hejazi, Seyed Reza, 2020. "The origins, development and future directions of data envelopment analysis approach in transportation systems," Socio-Economic Planning Sciences, Elsevier, vol. 69(C).
    20. Gong, Xiaoxing & Wu, Xiaofan & Luo, Meifeng, 2019. "Company performance and environmental efficiency: A case study for shipping enterprises," Transport Policy, Elsevier, vol. 82(C), pages 96-106.

    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:pal:marecl:v:20:y:2018:i:1:d:10.1057_mel.2016.15. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.palgrave-journals.com/ .

    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.