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Applications of gravity models to evaluate and forecast US international air freight markets post-GFC

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  • Alexander, D.W.
  • Merkert, R.

Abstract

In addition to being the world's largest economy, the United States (US) has been the foremost driver of consumer spending, free trade and open skies policies. Trade-driven economic growth and air freight markets have been commonly linked in air transport research. Despite increased security after the 9/11 terrorist attacks, international air imports to the US has continued to grow at a rate faster than consumer spending.

Suggested Citation

  • Alexander, D.W. & Merkert, R., 2021. "Applications of gravity models to evaluate and forecast US international air freight markets post-GFC," Transport Policy, Elsevier, vol. 104(C), pages 52-62.
    • Handle: RePEc:eee:trapol:v:104:y:2021:i:c:p:52-62
    DOI: 10.1016/j.tranpol.2020.04.004
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    References listed on IDEAS

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    1. Ben Shepherd, 2012. "The Gravity Model of International Trade: A User Guide," ARTNeT Books and Research Reports, United Nations Economic and Social Commission for Asia and the Pacific (ESCAP), number brr11.
    2. Matsumoto, Hidenobu & Domae, Koji, 2019. "Assessment of competitive hub status of cities in Europe and Asia from an international air traffic perspective," Journal of Air Transport Management, Elsevier, vol. 78(C), pages 88-95.
    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. Matsumoto, Hidenobu, 2007. "International air network structures and air traffic density of world cities," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 43(3), pages 269-282, May.
    5. Alexander, David W. & Merkert, Rico, 2017. "Challenges to domestic air freight in Australia: Evaluating air traffic markets with gravity modelling," Journal of Air Transport Management, Elsevier, vol. 61(C), pages 41-52.
    6. Matsumoto, Hidenobu, 2004. "International urban systems and air passenger and cargo flows: some calculations," Journal of Air Transport Management, Elsevier, vol. 10(4), pages 239-247.
    7. Gong, Qiang & Wang, Kun & Fan, Xingli & Fu, Xiaowen & Xiao, Yi-bin, 2018. "International trade drivers and freight network analysis - The case of the Chinese air cargo sector," Journal of Transport Geography, Elsevier, vol. 71(C), pages 253-262.
    8. Henry L. Vega, 2014. "Air Cargo Services and the Export Flows of Developing Countries," Advances in Airline Economics, in: The Economics of International Airline Transport, volume 4, pages 199-234, Emerald Group Publishing Limited.
    9. Hakim, Md Mahbubul & Merkert, Rico, 2016. "The causal relationship between air transport and economic growth: Empirical evidence from South Asia," Journal of Transport Geography, Elsevier, vol. 56(C), pages 120-127.
    10. Matsumoto, Hidenobu & Domae, Koji, 2018. "The effects of new international airports and air-freight integrator's hubs on the mobility of cities in urban hierarchies: A case study in East and Southeast Asia," Journal of Air Transport Management, Elsevier, vol. 71(C), pages 160-166.
    11. Bhadra, Dipasis & Kee, Jacqueline, 2008. "Structure and dynamics of the core US air travel markets: A basic empirical analysis of domestic passenger demand," Journal of Air Transport Management, Elsevier, vol. 14(1), pages 27-39.
    12. Yamaguchi, Katsuhiro, 2008. "International trade and air cargo: Analysis of US export and air transport policy," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 44(4), pages 653-663, July.
    13. Geloso Grosso, Massimo & Shepherd, Ben, 2011. "Air cargo transport in APEC: Regulation and effects on merchandise trade," Journal of Asian Economics, Elsevier, vol. 22(3), pages 203-212, June.
    14. Kupfer, Franziska & Meersman, Hilde & Onghena, Evy & Van de Voorde, Eddy, 2017. "The underlying drivers and future development of air cargo," Journal of Air Transport Management, Elsevier, vol. 61(C), pages 6-14.
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    Cited by:

    1. Cheng-Hong Yang & Jen-Chung Shao & Yen-Hsien Liu & Pey-Huah Jou & Yu-Da Lin, 2022. "Application of Fuzzy-Based Support Vector Regression to Forecast of International Airport Freight Volumes," Mathematics, MDPI, vol. 10(14), pages 1-18, July.
    2. Lázaro Florido-Benítez, 2022. "The Safety-Hygiene Air Corridor between UK and Spain Will Coexist with COVID-19," Logistics, MDPI, vol. 6(3), pages 1-22, July.
    3. Nguyen, Quang Hai, 2024. "Modeling the volatility of international air freight: A case study of Singapore using the SARIMAX-EGARCH model," Journal of Air Transport Management, Elsevier, vol. 117(C).
    4. Li, Hongchang & Li, Junru & Zhao, Xiaojun & Kuang, Xujuan, 2022. "The morphological structure and influence factors analysis of China's domestic civil aviation freight transport network," Transport Policy, Elsevier, vol. 125(C), pages 207-217.
    5. Ashraf Mishrif & Alessandro Antimiani & Asharul Khan, 2024. "Examining the Contribution of Logistics and Supply Chain in Boosting Oman’s Trade Network," Economies, MDPI, vol. 12(3), pages 1-26, March.
    6. James Nolan & Zoe Laulederkind, 2022. "Plane to See? Empirical Analysis of the 1999–2006 Air Cargo Cartel," Advances in Airline Economics, in: The International Air Cargo Industry, volume 9, pages 241-262, Emerald Group Publishing Limited.
    7. Nir Kaplan & Itzhak Omer, 2022. "Multiscale Accessibility—A New Perspective of Space Structuration," Sustainability, MDPI, vol. 14(9), pages 1-19, April.
    8. Di Zhang & Xinyuan Li & Chengpeng Wan & Jie Man, 2024. "A novel hybrid deep-learning framework for medium-term container throughput forecasting: an application to China’s Guangzhou, Qingdao and Shanghai hub ports," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 26(1), pages 44-73, March.
    9. Gizem Kaya & Umut Aydın & Burç Ülengin, 2023. "A Comparison of Forecasting Performance of PPML and OLS estimators: The Gravity Model in the Air Cargo Market," EKOIST Journal of Econometrics and Statistics, Istanbul University, Faculty of Economics, vol. 0(39), pages 112-128, December.
    10. Fageda, Xavier & Fioravanti, Reinaldo & Ricover, Andy & Café, Eduardo & Ansaldo, Mariano, 2023. "Econometric analysis of the determinants of air cargo services supply in Latin America and the Caribbean," Transport Policy, Elsevier, vol. 135(C), pages 33-44.
    11. Cheng-Hong Yang & Borcy Lee & Pey-Huah Jou & Yu-Fang Chung & Yu-Da Lin, 2023. "Analysis and Forecasting of International Airport Traffic Volume," Mathematics, MDPI, vol. 11(6), pages 1-19, March.

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