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The impact of air transportation on trade flows: A natural experiment on causality applied to Italy

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  • Brugnoli, Alberto
  • Dal Bianco, Antonio
  • Martini, Gianmaria
  • Scotti, Davide

Abstract

Efficient air transportation services can boost regional economic development by allowing access to the world market, facilitating integration and labor mobility, and fostering local industries. In this regard, aviation can act as a means of both transporting traded “goods” and providing complementary services of labor mobility. The Lombardy region in Italy is an interesting case, as it is one of Europe's wealthiest and most industrialized areas with almost 10 million inhabitants. It has three of the top four Italian airports—Milan Malpensa (MXP), Bergamo Orio al Serio (BGY), and Milan Linate (LIN)—as well as a small airport in Brescia Montichiari (VBS) mainly used for cargo flights. On March 31, 2008, Malpensa Airport experienced the de-hubbing of Alitalia. This exogenous event allows us to study the relation between international trade and civil aviation by exploiting a quasi-natural experiment without endogeneity problems. We investigate this relation by estimating a before/after augmented gravity-econometric model applied to a panel data set for the period of 2004–2014. The data set includes, for each of the considered 30 European countries, information on trade flows divided by commodities sector, distance from Lombardy, GDP per capita, population, transport infrastructures and a set of other control variables. We estimate the gravity model under three different econometric specifications: random effect panel data, PPML, and PPML with fixed effects to include countries’ multilateral resistance. Furthermore we estimate a DID model as a robustness check for possible endogeneity among trade and aviation, using the region of Veneto (similar to Lombardy but not affected by the de-hubbing) as a control case. We find that civil aviation has a positive impact on international trade, with elasticity ranging from +0.003% to 0.13% in the different econometric specifications, and that this effect is stronger in high tech- and medium-tech manufacturing sectors.

Suggested Citation

  • 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.
    • Handle: RePEc:eee:transa:v:112:y:2018:i:c:p:95-107
    DOI: 10.1016/j.tra.2018.01.010
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    as
    1. Button, Kenneth & Taylor, Samantha, 2000. "International air transportation and economic development," Journal of Air Transport Management, Elsevier, vol. 6(4), pages 209-222.
    2. Sellner, Richard & Nagl, Philipp, 2010. "Air accessibility and growth – The economic effects of a capacity expansion at Vienna International Airport," Journal of Air Transport Management, Elsevier, vol. 16(6), pages 325-329.
    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. Hu, Yi & Xiao, Jin & Deng, Ying & Xiao, Yi & Wang, Shouyang, 2015. "Domestic air passenger traffic and economic growth in China: Evidence from heterogeneous panel models," Journal of Air Transport Management, Elsevier, vol. 42(C), pages 95-100.
    5. Richard K. Green, 2007. "Airports and Economic Development," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 35(1), pages 91-112, March.
    6. Jan K. Brueckner, 2003. "Airline Traffic and Urban Economic Development," Urban Studies, Urban Studies Journal Limited, vol. 40(8), pages 1455-1469, July.
    7. 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.
    8. Blonigen, Bruce A. & Cristea, Anca D., 2015. "Air service and urban growth: Evidence from a quasi-natural policy experiment," Journal of Urban Economics, Elsevier, vol. 86(C), pages 128-146.
    9. Marco Percoco, 2010. "Airport Activity and Local Development: Evidence from Italy," Urban Studies, Urban Studies Journal Limited, vol. 47(11), pages 2427-2443, October.
    10. Paolo Malighetti & Stefano Paleari & Renato Redondi, 2009. "La crisi di Alitalia e il futuro di malpensa: lezioni da casi internazionali," ECONOMIA E POLITICA INDUSTRIALE, FrancoAngeli Editore, vol. 36(4), pages 151-165.
    11. van Bergeijk,Peter A. G. & Brakman,Steven (ed.), 2010. "The Gravity Model in International Trade," Cambridge Books, Cambridge University Press, number 9780521196154.
    12. Van De Vijver, Elien & Derudder, Ben & Witlox, Frank, 2014. "Exploring causality in trade and air passenger travel relationships: the case of Asia-Pacific, 1980–2010," Journal of Transport Geography, Elsevier, vol. 34(C), pages 142-150.
    13. J. M. C. Santos Silva & Silvana Tenreyro, 2006. "The Log of Gravity," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 641-658, November.
    14. Kenneth Button, 2010. "Air Transportation Services: Both A Traded Commodity And A Transactions Cost In International Trade," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 1(01), pages 105-120.
    15. Button, Kenneth & Lall, Somik & Stough, Roger & Trice, Mark, 1999. "High-technology employment and hub airports," Journal of Air Transport Management, Elsevier, vol. 5(1), pages 53-59.
    16. Baker, Douglas & Merkert, Rico & Kamruzzaman, Md., 2015. "Regional aviation and economic growth: cointegration and causality analysis in Australia," Journal of Transport Geography, Elsevier, vol. 43(C), pages 140-150.
    17. Kenneth Button & Junyang Yuan, 2013. "Airfreight Transport and Economic Development: An Examination of Causality," Urban Studies, Urban Studies Journal Limited, vol. 50(2), pages 329-340, February.
    18. Zachary Neal, 2012. "Creative Employment and Jet Set Cities: Disentangling Causal Effects," Urban Studies, Urban Studies Journal Limited, vol. 49(12), pages 2693-2709, September.
    19. Kirsi Mukkala & Hannu Tervo, 2013. "Air Transportation and Regional Growth: Which Way Does the Causality Run?," Environment and Planning A, , vol. 45(6), pages 1508-1520, June.
    20. Nuri Baltaci & Ozlem Sekmen & Gizem Akbulut, 2015. "The Relationship between Air Transport and Economic Growth in Turkey: Cross-Regional Panel Data Analysis Approach," Journal of Economics and Behavioral Studies, AMH International, vol. 7(1), pages 89-100.
    21. N. Kulendran & Kenneth Wilson, 2000. "Is there a relationship between international trade and international travel?," Applied Economics, Taylor & Francis Journals, vol. 32(8), pages 1001-1009.
    22. Redondi, Renato & Malighetti, Paolo & Paleari, Stefano, 2012. "De-hubbing of airports and their recovery patterns," Journal of Air Transport Management, Elsevier, vol. 18(1), pages 1-4.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    International trade; Civil aviation; Sector civil aviation elasticity of international trade;
    All these keywords.

    JEL classification:

    • L93 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Air Transportation
    • B17 - Schools of Economic Thought and Methodology - - History of Economic Thought through 1925 - - - International Trade and Finance
    • N77 - Economic History - - Economic History: Transport, International and Domestic Trade, Energy, and Other Services - - - Africa; Oceania

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