IDEAS home Printed from https://ideas.repec.org/a/eee/jaitra/v118y2024ics0969699724000796.html

How does geopolitical risk affect international freight?

Author

Listed:
  • Liu, Ke
  • Fu, Qiang

Abstract

Geopolitical uncertainty has become a salient risk to international freight. In this study, we investigate the impact of the geopolitical risk on air freight volume, sea freight volume, and road freight volume, respectively. The findings reveal that the effect of geopolitical risk on the three types of international freight is negative and statistically significant. However, a significant difference exists in the elasticity of impact, with sea freight exhibiting the highest elasticity to geopolitical risk, road freight demonstrating the lowest elasticity to geopolitical risk, and air freight presenting moderate elasticity to geopolitical risk. The heterogeneity test indicates that the impact of geopolitical risk on international freight was most significant from 2001 to 2005 compared to before 2001 and after 2005. The mechanism study explores that the negative effect of geopolitical risk on international freight transportation is moderated by international commodity trade.

Suggested Citation

  • Liu, Ke & Fu, Qiang, 2024. "How does geopolitical risk affect international freight?," Journal of Air Transport Management, Elsevier, vol. 118(C).
  • Handle: RePEc:eee:jaitra:v:118:y:2024:i:c:s0969699724000796
    DOI: 10.1016/j.jairtraman.2024.102614
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0969699724000796
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jairtraman.2024.102614?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Dario Caldara & Matteo Iacoviello, 2022. "Measuring Geopolitical Risk," American Economic Review, American Economic Association, vol. 112(4), pages 1194-1225, April.
    2. Brugnoli, Alberto & Dal Bianco, Antonio & Martini, Gianmaria & Scotti, Davide, 2018. "The impact of air transportation on trade flows: A natural experiment on causality applied to Italy," Transportation Research Part A: Policy and Practice, Elsevier, vol. 112(C), pages 95-107.
    3. James E. Anderson & Eric van Wincoop, 2003. "Gravity with Gravitas: A Solution to the Border Puzzle," American Economic Review, American Economic Association, vol. 93(1), pages 170-192, March.
    4. Chi, Junwook & Baek, Jungho, 2013. "Dynamic relationship between air transport demand and economic growth in the United States: A new look," Transport Policy, Elsevier, vol. 29(C), pages 257-260.
    5. Xiaolin Sun & Hailong Liu & Shiyuan Zheng & Shun Chen, 2018. "Combination hedging strategies for crude oil and dry bulk freight rates on the impacts of dynamic cross-market interaction," Maritime Policy & Management, Taylor & Francis Journals, vol. 45(2), pages 174-196, February.
    6. Maureen B. M. Lankhuizen & Thomas De Graaff & Henri L. F. de Groot, 2015. "Product Heterogeneity, Intangible Barriers and Distance Decay: The Effect of Multiple Dimensions of Distance on Trade across Different Product Categories," Spatial Economic Analysis, Taylor & Francis Journals, vol. 10(2), pages 137-159, June.
    7. Philippe Martin & Thierry Mayer & Mathias Thoenig, 2008. "Make Trade Not War?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(3), pages 865-900.
    8. Peter Gordon & James E. Moore & Ji Young Park & Harry W. Richardson, 2007. "The Economic Impacts of a Terrorist Attack on the U.S. Commercial Aviation System," Risk Analysis, John Wiley & Sons, vol. 27(3), pages 505-512, June.
    9. Philippe Martin & Thierry Mayer & Mathias Thoenig, 2008. "Civil Wars and International Trade," Journal of the European Economic Association, MIT Press, vol. 6(2-3), pages 541-550, 04-05.
    10. Marshall, Ben R. & Nguyen, Nhut H. & Visaltanachoti, Nuttawat, 2015. "Frontier market transaction costs and diversification," Journal of Financial Markets, Elsevier, vol. 24(C), pages 1-24.
    11. Su, Chi-Wei & Sun, Tiezhu & Ahmad, Shabbir & Mirza, Nawazish, 2021. "Does institutional quality and remittances inflow crowd-in private investment to avoid Dutch Disease? A case for emerging seven (E7) economies," Resources Policy, Elsevier, vol. 72(C).
    12. Guzhva, Vitaly S & Pagiavlas, Notis, 2004. "US Commercial airline performance after September 11, 2001: decomposing the effect of the terrorist attack from macroeconomic influences," Journal of Air Transport Management, Elsevier, vol. 10(5), pages 327-332.
    13. repec:spo:wpecon:info:hdl:2441/10149 is not listed on IDEAS
    14. Salameh, R. & Chedid, R., 2020. "Economic and geopolitical implications of natural gas export from the East Mediterranean: The case of Lebanon," Energy Policy, Elsevier, vol. 140(C).
    15. Chunyan Yu & Li Zou, 2022. "Air Trade, Air Cargo Demand, and Network Analysis: Case of the United States," Advances in Airline Economics, in: The International Air Cargo Industry, volume 9, pages 207-239, Emerald Group Publishing Limited.
    16. Liang Liu & Taesung Hwang & Sungwon Lee & Yanfeng Ouyang & Bumsoo Lee & Steven J. Smith & Christopher W. Tessum & Julian D. Marshall & Fang Yan & Kathryn Daenzer & Tami C. Bond, 2019. "Health and climate impacts of future United States land freight modelled with global-to-urban models," Nature Sustainability, Nature, vol. 2(2), pages 105-112, February.
    17. Lin, Faqin & Sim, Nicholas C.S., 2013. "Trade, income and the Baltic Dry Index," European Economic Review, Elsevier, vol. 59(C), pages 1-18.
    18. Chu, Chen & Zhang, Hengcai & Zhang, Jiayin & Cong, Lin & Lu, Feng, 2024. "Assessing impacts of the Russia-Ukraine conflict on global air transportation: From the view of mass flight trajectories," Journal of Air Transport Management, Elsevier, vol. 115(C).
    19. Charles H. Anderton & John R. Carter, 2001. "The Impact of War on Trade: An Interrupted Times-Series Study," Journal of Peace Research, Peace Research Institute Oslo, vol. 38(4), pages 445-457, July.
    20. Cohen, Jim, 2009. "Divergent Paths, United States and France: Capital Markets, the State, and Differentiation in Transportation Systems, 1840–1940," Enterprise & Society, Cambridge University Press, vol. 10(3), pages 449-497, September.
    21. Brocker, Johannes & Rohweder, Herold C, 1990. "Barriers to International Trade: Methods of Measurement and Empirical Evidence," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 24(4), pages 289-305.
    22. Jiang, Yonglei & Liao, Feixiong & Jin, Lianjie, 2021. "Effects of locational accessibility on firm diffusion characteristics: The case of Sino-Europe Economic Corridor," Transport Policy, Elsevier, vol. 105(C), pages 80-93.
    23. Vilko, Jyri P.P. & Hallikas, Jukka M., 2012. "Risk assessment in multimodal supply chains," International Journal of Production Economics, Elsevier, vol. 140(2), pages 586-595.
    24. Tsouknidis, Dimitris A., 2016. "Dynamic volatility spillovers across shipping freight markets," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 91(C), pages 90-111.
    25. Zhang, Qi & Cai, Charlie X. & Keasey, Kevin, 2013. "Market reaction to earnings news: A unified test of information risk and transaction costs," Journal of Accounting and Economics, Elsevier, vol. 56(2), pages 251-266.
    26. To, Wai Ming & Lee, Peter K.C., 2024. "Modeling of the COVID-19 impact on air passenger traffic in the US, European countries, and China," Journal of Air Transport Management, Elsevier, vol. 115(C).
    27. Berkman, Henk & Jacobsen, Ben & Lee, John B., 2011. "Time-varying rare disaster risk and stock returns," Journal of Financial Economics, Elsevier, vol. 101(2), pages 313-332, August.
    28. Wang, Qingyu & Huang, Qing & Wu, Xiangfang & Tan, Jin & Sun, Panxu, 2023. "Categorical uncertainty in policy and bitcoin volatility," Finance Research Letters, Elsevier, vol. 58(PC).
    29. Reuven Glick & Alan M. Taylor, 2010. "Collateral Damage: Trade Disruption and the Economic Impact of War," The Review of Economics and Statistics, MIT Press, vol. 92(1), pages 102-127, February.
    30. repec:spo:wpmain:info:hdl:2441/10149 is not listed on IDEAS
    31. Dmitry Ivanov & Ajay Das, 2020. "Coronavirus (COVID-19/SARS-CoV-2) and supply chain resilience: a research note," International Journal of Integrated Supply Management, Inderscience Enterprises Ltd, vol. 13(1), pages 90-102.
    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. Thang Ngoc Doan & Trang Ha Le, 2025. "Friendshoring: The role of geopolitical distance in global value chain," International Economics and Economic Policy, Springer, vol. 22(4), pages 1-25, October.
    2. Wang, Suyun & Zhu, Hai, 2025. "The adoption of international standards and export behavior of multi-product firms: A perspective based on differentiated competitive strategies," Economic Analysis and Policy, Elsevier, vol. 86(C), pages 351-362.
    3. Deng, Youyi & Jiang, Hong-Dian, 2025. "Are geopolitical risks reshaping the global energy trade networks? A global perspective," Energy Economics, Elsevier, vol. 149(C).
    4. Kiracı, Kasım, 2025. "The nexus between air cargo and international trade: Empirical evidence from country groups," Journal of Air Transport Management, Elsevier, vol. 125(C).
    5. Zhao, Xin & Zhai, Guoqing & Nasim, Asma & Ma, Xiaowei, 2025. "Geopolitical risks, trade openness, and energy security: Empirical evidence from 41 countries," Energy Economics, Elsevier, vol. 149(C).
    6. Ragab, Hany & Polo-Peña, Ana I. & Mahrous, Abeer A., 2026. "Unveiling the psychological drivers of home-country Bias: Implications for passengers' behaviours toward national and foreign airlines," Journal of Air Transport Management, Elsevier, vol. 131(C).
    7. Yan, Xianglin & Piao, Longguo, 2025. "The effect of global geopolitical risks on trade openness," International Review of Economics & Finance, Elsevier, vol. 102(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. Liu, Ke & Fu, Qiang & Ma, Qing & Ren, Xiang, 2024. "Does geopolitical risk affect exports? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1558-1569.
    2. Silva, Thiago Christiano & Wilhelm, Paulo Victor Berri & Tabak, Benjamin Miranda, 2023. "Trade matters except to war neighbors: The international stock market reaction to 2022 Russia’s invasion of Ukraine," Research in International Business and Finance, Elsevier, vol. 65(C).
    3. Lai, Fujun & Xiong, Deping & Zhu, Sha & Li, Yunzhong & Tan, Yanzhi, 2023. "Will geopolitical risks only inhibit corporate investment? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 82(C).
    4. Ke Liu & Qiang Fu, 2024. "Does Geopolitical Risk Affect Agricultural Exports? Chinese Evidence from the Perspective of Agricultural Land," Land, MDPI, vol. 13(3), pages 1-15, March.
    5. Yaying Liu & Jin Chen & Churen Sun, 2022. "Partnership Diplomacy and China’s Exports," Sustainability, MDPI, vol. 14(19), pages 1-22, September.
    6. Vincenzo Bove & Leandro Elia & Petros G. Sekeris, 2014. "US Security Strategy and the Gains from Bilateral Trade," Review of International Economics, Wiley Blackwell, vol. 22(5), pages 863-885, November.
    7. Assem Mohammed G Hassan Ahmed,Hoda, 2023. "Trade and Civil Conflicts," Policy Research Working Paper Series 10465, The World Bank.
    8. Rangan Gupta & Giray Gozgor & Huseyin Kaya & Ender Demir, 2019. "Effects of geopolitical risks on trade flows: evidence from the gravity model," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 9(4), pages 515-530, December.
    9. (ed.), 0. "Research Handbook on Economic Diplomacy," Books, Edward Elgar Publishing, number 16053.
    10. Amirali Nasouri, 2025. "The Impact of Geopolitical Risks on Equity Markets and Financial Stress: A Comparative Analysis of Emerging and Advanced Economies," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(1), pages 30-41.
    11. Head, Keith & Mayer, Thierry, 2014. "Gravity Equations: Workhorse,Toolkit, and Cookbook," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 131-195, Elsevier.
    12. Lars Karlsson & Peter Hedberg, 2021. "War and trade in the peaceful century: the impact of interstate wars on bilateral trade flows during the first wave of globalization, 1830–1913," Economic History Review, Economic History Society, vol. 74(3), pages 809-830, August.
    13. Yang‐Ming Chang & Shih‐Jye Wu, 2020. "Insecure Resources, Bilateral Trade, and Endogenous Predation: A Game‐Theoretic Analysis of Conflict and Trade," Southern Economic Journal, John Wiley & Sons, vol. 86(4), pages 1338-1371, April.
    14. Auray, Stéphane & Eyquem, Aurélien, 2019. "Episodes of war and peace in an estimated open economy model," Journal of Economic Dynamics and Control, Elsevier, vol. 105(C), pages 203-249.
    15. Keith Head & Thierry Mayer, 2013. "Innis Lecture: What separates us? Sources of resistance to globalization," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 46(4), pages 1196-1231, November.
    16. Keith Head & Thierry Mayer, 2013. "What separates us? Sources of resistance to globalization," Canadian Journal of Economics, Canadian Economics Association, vol. 46(4), pages 1196-1231, November.
    17. Dominic Rohner & Mathias Thoenig, 2021. "The Elusive Peace Dividend of Development Policy: From War Traps to Macro Complementarities," Annual Review of Economics, Annual Reviews, vol. 13(1), pages 111-131, August.
    18. Padhan, Hemachandra & Kocoglu, Mustafa, 2025. "Analysing a frequency and quantile connectedness spillover dynamics nexus: Metals, grains, and energy markets under economic signals," Energy Economics, Elsevier, vol. 147(C).
    19. Mathieu Couttenier & Raphael Soubeyran, 2010. "Civil War in a Globalized World: Diplomacy and Trade," Working Papers 10-02, LAMETA, Universtiy of Montpellier, revised Feb 2010.
    20. Jong-Wha Lee & Ju Hyun Pyun, 2016. "Does Trade Integration Contribute to Peace?," Review of Development Economics, Wiley Blackwell, vol. 20(1), pages 327-344, February.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:jaitra:v:118:y:2024:i:c:s0969699724000796. 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.journals.elsevier.com/journal-of-air-transport-management/ .

    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.