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The determinants of air cargo flows and the role of multinational agreements: An empirical comparison with trade and air passenger flows

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  • Katrin Oesingmann

Abstract

This paper analyses the effect of the standard gravity model variables and of various multinational agreements—namely the Euro, the European Union (EU), the Schengen Agreement and other regional trade agreements (RTAs)—on the volume of air cargo flows. To compare the impacts, the data set created for this analysis contains intra‐ and extra‐European air cargo flows as well as data on air passenger and total trade flows. The results suggest that the impact of the analysed multinational agreements on air cargo flows diverges completely from their impact on total trade flows—however, the effects on air cargo flows are more similar to the effects on air passenger flows. Whereas the Euro and the Schengen Agreement affect air cargo volumes positively, EU membership and other RTAs do not significantly affect trade by air. Methodology‐wise, different dynamic structural gravity models are formulated and estimated with Poisson pseudo‐maximum likelihood (PPML). Including intranational flows and controlling for multilateral resistance, endogeneity and globalisation effects reverses the impact of some of the policy variables compared with an estimate based on a simple structural gravity model.

Suggested Citation

  • Katrin Oesingmann, 2022. "The determinants of air cargo flows and the role of multinational agreements: An empirical comparison with trade and air passenger flows," The World Economy, Wiley Blackwell, vol. 45(8), pages 2370-2393, August.
  • Handle: RePEc:bla:worlde:v:45:y:2022:i:8:p:2370-2393
    DOI: 10.1111/twec.13245
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    as
    1. Maria Cipollina & Luca Salvatici, 2010. "Reciprocal Trade Agreements in Gravity Models: A Meta‐Analysis," Review of International Economics, Wiley Blackwell, vol. 18(1), pages 63-80, February.
    2. Gabriel Felbermayr & Jasmin Gröschl & Thomas Steinwachs, 2018. "The Trade Effects of Border Controls: Evidence from the European Schengen Agreement," Journal of Common Market Studies, Wiley Blackwell, vol. 56(2), pages 335-351, March.
    3. María Santana-Gallego & Francisco Ledesma-Rodríguez & Jorge Pérez-Rodríguez, 2016. "The euro effect: Tourism creation, tourism diversion and tourism potential within the European Union," European Union Politics, , vol. 17(1), pages 46-68, March.
    4. Hwang, Cherng-Chwan & Shiao, Guo-Chou, 2011. "Analyzing air cargo flows of international routes: an empirical study of Taiwan Taoyuan International Airport," Journal of Transport Geography, Elsevier, vol. 19(4), pages 738-744.
    5. J.M.C. Santos Silva & Silvana Tenreyro, 2010. "Currency Unions in Prospect and Retrospect," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 51-74, September.
    6. 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.
    7. Morley, Clive & Rosselló, Jaume & Santana-Gallego, Maria, 2014. "Gravity models for tourism demand: theory and use," Annals of Tourism Research, Elsevier, vol. 48(C), pages 1-10.
    8. Galli, Paolo & Fraga, Carla & de Sequeira Santos, Marcio Peixoto, 2016. "Gravitational force exerted by Brazilian tourist destinations on foreign air travelers," Journal of Air Transport Management, Elsevier, vol. 55(C), pages 76-83.
    9. 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.
    10. Fally, Thibault, 2015. "Structural gravity and fixed effects," Journal of International Economics, Elsevier, vol. 97(1), pages 76-85.
    11. Hazledine, Tim, 2009. "Border effects for domestic and international Canadian passenger air travel," Journal of Air Transport Management, Elsevier, vol. 15(1), pages 7-13.
    12. Santos Silva, J.M.C. & Tenreyro, Silvana, 2011. "Further simulation evidence on the performance of the Poisson pseudo-maximum likelihood estimator," Economics Letters, Elsevier, vol. 112(2), pages 220-222, August.
    13. Andrea Saayman & Paolo Figini & Silvio Cassella, 2016. "The influence of formal trade agreements and informal economic cooperation on international tourism flows," Tourism Economics, , vol. 22(6), pages 1274-1300, December.
    14. 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.
    15. Beverelli, Cosimo & Keck, Alexander & Larch, Mario & Yotov, Yoto, 2018. "Institutions, Trade and Development: A Quantitative Analysis," School of Economics Working Paper Series 2018-3, LeBow College of Business, Drexel University.
    16. Bergstrand, Jeffrey H. & Larch, Mario & Yotov, Yoto V., 2015. "Economic integration agreements, border effects, and distance elasticities in the gravity equation," European Economic Review, Elsevier, vol. 78(C), pages 307-327.
    17. Benedikt Heid & Mario Larch & Yoto V. Yotov, 2021. "Estimating the effects of non‐discriminatory trade policies within structural gravity models," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 54(1), pages 376-409, February.
    18. Button, Kenneth & Brugnoli, Alberto & Martini, Gianmaria & Scotti, Davide, 2015. "Connecting African urban areas: airline networks and intra-Sub-Saharan trade," Journal of Transport Geography, Elsevier, vol. 42(C), pages 84-89.
    19. Roberta Piermartini & Linda Rousov?, 2013. "The Sky Is Not Flat: How Discriminatory Is the Access to International Air Services?," American Economic Journal: Economic Policy, American Economic Association, vol. 5(3), pages 287-319, August.
    20. 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.
    21. 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.
    22. Boonekamp, Thijs & Zuidberg, Joost & Burghouwt, Guillaume, 2018. "Determinants of air travel demand: The role of low-cost carriers, ethnic links and aviation-dependent employment," Transportation Research Part A: Policy and Practice, Elsevier, vol. 112(C), pages 18-28.
    23. James E. Anderson, 2011. "The Gravity Model," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 133-160, September.
    24. Baldwin, Richard, 2007. "Trade Effects of the Euro: a Comparison of Estimators," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 22, pages 780-818.
    25. Grosche, Tobias & Rothlauf, Franz & Heinzl, Armin, 2007. "Gravity models for airline passenger volume estimation," Journal of Air Transport Management, Elsevier, vol. 13(4), pages 175-183.
    26. Baier, Scott L. & Bergstrand, Jeffrey H., 2007. "Do free trade agreements actually increase members' international trade?," Journal of International Economics, Elsevier, vol. 71(1), pages 72-95, March.
    27. Anca D. Cristea & Russell Hillberry & Aaditya Mattoo, 2015. "Open Skies over the Middle East," The World Economy, Wiley Blackwell, vol. 38(11), pages 1650-1681, November.
    28. Andrew K. Rose, 2000. "One money, one market: the effect of common currencies on trade," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 15(30), pages 08-45.
    29. 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.
    30. 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.
    31. Kiyong Keum, 2010. "Tourism flows and trade theory: a panel data analysis with the gravity model," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 44(3), pages 541-557, June.
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