IDEAS home Printed from https://ideas.repec.org/a/eee/transa/v110y2018icp191-201.html
   My bibliography  Save this article

The determinants of vessel capacity utilization: The case of Brazilian iron ore exports

Author

Listed:
  • Adland, Roar
  • Jia, Haiying
  • Strandenes, Siri P.

Abstract

The objective of this paper is to determine the drivers behind the utilization of a vessel’s cargo-carrying capacity on individual voyages. Based on maritime economic theory we propose that a vessel’s capacity utilization - defined as the ratio of cargo size divided by DWT - should be positively correlated with freight rates, as poor market conditions will force vessels to compete for lower-than-optimal stem sizes. Furthermore, we propose that capacity utilization is dependent on the distance sailed, the fuel price and the value of the cargo. Using a unique data set sourced from port agent lineup reports and covering nearly 10,000 individual shipments of iron ore from Brazil between 2009 and 2014 we estimate a multiple regression model consisting of macroeconomic, route-specific and vessel-specific determinants. Our empirical results suggest that vessel-specific determinants (DWT) dominate the impact of general market conditions, with smaller vessels typically having lower capacity utilization. The impact of freight market conditions conforms to our a priori expectations. Our findings and modeling approach contributes to maritime environmental policymaking by enabling more accurate bottom-up estimation of emissions. The research is also crucial for improved modeling of real vessel earnings and tonne-mile demand based on observations of global ship movements from AIS data.

Suggested Citation

  • Adland, Roar & Jia, Haiying & Strandenes, Siri P., 2018. "The determinants of vessel capacity utilization: The case of Brazilian iron ore exports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 110(C), pages 191-201.
  • Handle: RePEc:eee:transa:v:110:y:2018:i:c:p:191-201
    DOI: 10.1016/j.tra.2016.11.023
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0965856416310837
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tra.2016.11.023?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. Siri Pettersen Strandenes, 1999. "Is there potential for a two-tier tanker market?," Maritime Policy & Management, Taylor & Francis Journals, vol. 26(3), pages 249-264.
    2. Adland, Roar & Cariou, Pierre & Wolff, Francois-Charles, 2016. "The influence of charterers and owners on bulk shipping freight rates," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 86(C), pages 69-82.
    3. Roar Adland & Siri P. Strandenes, 2007. "A Discrete-Time Stochastic Partial Equilibrium Model of the Spot Freight Market," Journal of Transport Economics and Policy, University of Bath, vol. 41(2), pages 189-218, May.
    4. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    5. Jane Korinek & Patricia Sourdin, 2010. "Clarifying Trade Costs: Maritime Transport and Its Effect on Agricultural Trade," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 32(3), pages 417-435.
    6. Vincent F. Valentine & Hassiba Benamara & Jan Hoffmann, 2013. "Maritime transport and international seaborne trade," Maritime Policy & Management, Taylor & Francis Journals, vol. 40(3), pages 226-242, May.
    7. Alizadeh, Amir H. & Talley, Wayne K., 2011. "Vessel and voyage determinants of tanker freight rates and contract times," Transport Policy, Elsevier, vol. 18(5), pages 665-675, September.
    8. David Hummels, 2007. "Transportation Costs and International Trade in the Second Era of Globalization," Journal of Economic Perspectives, American Economic Association, vol. 21(3), pages 131-154, Summer.
    9. Harald M. Hjelle, 2011. "The double load factor problem of Ro-Ro shipping," Maritime Policy & Management, Taylor & Francis Journals, vol. 38(3), pages 235-249, May.
    10. Amir Alizadeh & Wayne Talley, 2011. "Microeconomic determinants of dry bulk shipping freight rates and contract times," Transportation, Springer, vol. 38(3), pages 561-579, May.
    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. Bai, Xiwen & Lam, Jasmine Siu Lee, 2021. "Freight rate co-movement and risk spillovers in the product tanker shipping market: A copula analysis," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).
    2. Theocharis, Dimitrios & Rodrigues, Vasco Sanchez & Pettit, Stephen & Haider, Jane, 2019. "Feasibility of the Northern Sea Route: The role of distance, fuel prices, ice breaking fees and ship size for the product tanker market," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 129(C), pages 111-135.
    3. Mohebalizadehgashti, Fatemeh & Zolfagharinia, Hossein & Amin, Saman Hassanzadeh, 2020. "Designing a green meat supply chain network: A multi-objective approach," International Journal of Production Economics, Elsevier, vol. 219(C), pages 312-327.
    4. Merkel, Axel & Lindgren, Samuel, 2022. "Effects of fairway dues on the deployment and utilization of vessels: Lessons from a regression discontinuity design," Working Papers 2022:3, Swedish National Road & Transport Research Institute (VTI).
    5. Beullens, Patrick & Ge, Fangsheng & Hudson, Dominic, 2023. "The economic ship speed under time charter contract—A cash flow approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 170(C).
    6. Adland, Roar & Cariou, Pierre & Wolff, François-Charles, 2018. "Does energy efficiency affect ship values in the second-hand market?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 111(C), pages 347-359.
    7. Merkel, Axel & Lindgren, Samuel, 2022. "Effects of fairway dues on the deployment and utilization of vessels: Lessons from a regression discontinuity design," Transport Policy, Elsevier, vol. 126(C), pages 204-214.
    8. Kei Kanamoto & Liwen Murong & Minato Nakashima & Ryuichi Shibasaki, 2021. "Can maritime big data be applied to shipping industry analysis? Focussing on commodities and vessel sizes of dry bulk carriers," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 23(2), pages 211-236, June.
    9. Bai, Xiwen & Cheng, Liangqi & Iris, Çağatay, 2022. "Data-driven financial and operational risk management: Empirical evidence from the global tramp shipping industry," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 158(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. Adland, Roar & Alger, Harrison & Banyte, Justina & Jia, Haiying, 2017. "Does fuel efficiency pay? Empirical evidence from the drybulk timecharter market revisited," Transportation Research Part A: Policy and Practice, Elsevier, vol. 95(C), pages 1-12.
    2. Prochazka, Vít & Adland, Roar & Wolff, François-Charles, 2019. "Contracting decisions in the crude oil transportation market: Evidence from fixtures matched with AIS data," Transportation Research Part A: Policy and Practice, Elsevier, vol. 130(C), pages 37-53.
    3. Adland, Roar & Alizadeh, Amir H., 2018. "Explaining price differences between physical and derivative freight contracts," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 118(C), pages 20-33.
    4. Roar Adland & Pierre Cariou & François-Charles Wolff, 2018. "Comparing transaction-based and expert-generated price indices in the market for offshore support vessels," Working Papers halshs-01843720, HAL.
    5. Adland, Roar & Cariou, Pierre & Wolff, François-Charles, 2018. "Does energy efficiency affect ship values in the second-hand market?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 111(C), pages 347-359.
    6. Adland, Roar & Cariou, Pierre & Wolff, Francois-Charles, 2017. "What makes a freight market index? An empirical analysis of vessel fixtures in the offshore market," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 104(C), pages 150-164.
    7. Panos K. Pouliasis & Christos Bentsos, 2024. "Oil price uncertainty and the relation to tanker shipping," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(2), pages 2472-2494, April.
    8. Roar Adland & Haiying Jia, 2017. "Simulating physical basis risks in the Capesize freight market," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 19(2), pages 196-210, June.
    9. Adland, Roar & Cariou, Pierre & Wolff, Francois-Charles, 2016. "The influence of charterers and owners on bulk shipping freight rates," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 86(C), pages 69-82.
    10. Sun, Xiaolei & Liu, Chang & Wang, Jun & Li, Jianping, 2020. "Assessing the extreme risk spillovers of international commodities on maritime markets: A GARCH-Copula-CoVaR approach," International Review of Financial Analysis, Elsevier, vol. 68(C).
    11. Cariou, Pierre & Halim, Ronald A. & Rickard, Bradley J., 2023. "Ship-owner response to carbon taxes: Industry and environmental implications," Ecological Economics, Elsevier, vol. 212(C).
    12. Bai, Xiwen & Lam, Jasmine Siu Lee & Jakher, Astha, 2021. "Shipping sentiment and the dry bulk shipping freight market: New evidence from newspaper coverage," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 155(C).
    13. Marcias, Manuel & Chevassus-Lozza, Emmanuelle & Latouche, Karine, 2011. "Trade and Transport Modes, A Differentiated Impact of Distance," 2011 International Congress, August 30-September 2, 2011, Zurich, Switzerland 114370, European Association of Agricultural Economists.
    14. John C. Beghin & Heidi Schweizer, 2021. "Agricultural Trade Costs," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(2), pages 500-530, June.
    15. Thomas Orliac, 2012. "The economics of trade facilitation [L'économie de la facilitation des échanges]," SciencePo Working papers Main tel-03681980, HAL.
    16. Åsa Johansson & Eduardo Olaberría, 2014. "Long-term Patterns of Trade and Specialisation," OECD Economics Department Working Papers 1136, OECD Publishing.
    17. Bröcker, Johannes & Korzhenevych, Artem & Schürmann, Carsten, 2010. "Assessing spatial equity and efficiency impacts of transport infrastructure projects," Transportation Research Part B: Methodological, Elsevier, vol. 44(7), pages 795-811, August.
    18. Patricia Sourdin & Richard Pomfret, 2012. "Trade Facilitation," Books, Edward Elgar Publishing, number 14596.
    19. Siddiqui, Atiq W. & Basu, Rounaq, 2020. "An empirical analysis of relationships between cyclical components of oil price and tanker freight rates," Energy, Elsevier, vol. 200(C).
    20. Chi, Junwook, 2018. "Asymmetric effects of exchange rate and income changes on maritime freight flows between Japan and the US," Transport Policy, Elsevier, vol. 69(C), pages 158-169.

    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:110:y:2018:i:c:p:191-201. 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.