IDEAS home Printed from https://ideas.repec.org/p/wbk/wbrwps/5722.html
   My bibliography  Save this paper

The air connectivity index : measuring integration in the global air transport network

Author

Listed:
  • Arvis, Jean-François
  • Shepherd, Ben

Abstract

The authors construct a new measure of connectivity in the global air transport network, covering 211 countries and territories for the year 2007. It is grounded in network analysis methods, and is based on a gravity-like model that is familiar from the international trade and regional science literatures. It is a global measure of connectivity, in the sense that it captures the full range of interactions among all network nodes, even when there is no direct flight connection between them. The best connected countries are the United States, Canada, and Germany; the United States'score is more than two-thirds higher than the next placed country's, and connectivity overall follows a power law distribution that is fully consistent with the hub-and-spoke nature of the global air transport network. The measure of connectivity is closely correlated with important economic variables, such as the degree of liberalization of air transport markets, and the extent of participation in international production networks. It provides a strong basis for future research in areas such as air and maritime transport, as well as international trade.

Suggested Citation

  • Arvis, Jean-François & Shepherd, Ben, 2011. "The air connectivity index : measuring integration in the global air transport network," Policy Research Working Paper Series 5722, The World Bank.
  • Handle: RePEc:wbk:wbrwps:5722
    as

    Download full text from publisher

    File URL: http://www-wds.worldbank.org/external/default/WDSContentServer/WDSP/IB/2011/06/30/000158349_20110630135825/Rendered/PDF/WPS5722.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. repec:hal:spmain:info:hdl:2441/c8dmi8nm4pdjkuc9g8mb6c01j is not listed on IDEAS
    2. Keith Head & Thierry Mayer, 2011. "Gravity, market potential and economic development," Journal of Economic Geography, Oxford University Press, vol. 11(2), pages 281-294, March.
    3. Mitsuyo Ando & Fukunari Kimura, 2005. "The Formation of International Production and Distribution Networks in East Asia," NBER Chapters, in: International Trade in East Asia, pages 177-216, National Bureau of Economic Research, Inc.
    4. Gordon Wilmsmeier & Jan Hoffmann, 2008. "Liner Shipping Connectivity and Port Infrastructure as Determinants of Freight Rates in the Caribbean," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 10(1-2), pages 130-151, March.
    5. Christian Broda & David E. Weinstein, 2006. "Globalization and the Gains From Variety," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 541-585.
    6. Samanatha Doove & Owen Gabbitas & Duc Nguyen-Hong & Joe Owen, 2001. "Price Effects of Regulation: Telecommunications, Air Passenger Transport and Electricity Supply," Others 0110004, University Library of Munich, Germany.
    7. Rauf Gönenç & Giuseppe Nicoletti, 2003. "Regulation, market structure and performance in air passenger transportation," OECD Economic Studies, OECD Publishing, vol. 2001(1), pages 183-227.
    8. Elhanan Helpman & Marc Melitz & Yona Rubinstein, 2008. "Estimating Trade Flows: Trading Partners and Trading Volumes," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 441-487.
    9. 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.
    10. Keith Head & Thierry Mayer, 2011. "Gravity, market potential and development," SciencePo Working papers Main hal-01024209, HAL.
    11. S. Baranzoni & P. Bianchi & L. Lambertini, 2000. "Multiproduct Firms, Product Differentiation, and Market Structure," Working Papers 368, Dipartimento Scienze Economiche, Universita' di Bologna.
    12. Ito, Takatoshi & Rose, Andrew K. (ed.), 2005. "International Trade in East Asia," National Bureau of Economic Research Books, University of Chicago Press, number 9780226378961, December.
    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. Jonathan Eaton & Samuel Kortum, 2002. "Technology, Geography, and Trade," Econometrica, Econometric Society, vol. 70(5), pages 1741-1779, September.
    15. Thomas Chaney, 2008. "Distorted Gravity: The Intensive and Extensive Margins of International Trade," American Economic Review, American Economic Association, vol. 98(4), pages 1707-1721, September.
    16. Xavier Gabaix & Rustam Ibragimov, 2011. "Rank - 1 / 2: A Simple Way to Improve the OLS Estimation of Tail Exponents," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(1), pages 24-39, January.
    17. 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.
    18. Bas Straathof, 2008. "Gravity with gravitas: comment," CPB Discussion Paper 111, CPB Netherlands Bureau for Economic Policy Analysis.
    19. Bagler, Ganesh, 2008. "Analysis of the airport network of India as a complex weighted network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(12), pages 2972-2980.
    20. Gourieroux, Christian & Monfort, Alain & Trognon, Alain, 1984. "Pseudo Maximum Likelihood Methods: Applications to Poisson Models," Econometrica, Econometric Society, vol. 52(3), pages 701-720, May.
    21. repec:hal:spmain:info:hdl:2441/6apm7lruv088iagm4rv2c33jtg is not listed on IDEAS
    22. Jean-François Arvis & Monica Alina Mustra & Lauri Ojala & Ben Shepherd & Daniel Saslavsky, 2012. "Connecting to Compete 2012 : Trade Logistics in the Global Economy," World Bank Publications - Reports 12689, The World Bank Group.
    23. Thomas Chaney, 2008. "Distorted Gravity: The Intensive and Extensive Margins of International Trade," Post-Print hal-03579844, HAL.
    24. repec:hal:wpspec:info:hdl:2441/c8dmi8nm4pdjkuc9g8mb6c01j is not listed on IDEAS
    25. Takatoshi Ito & Andrew K. Rose, 2005. "International Trade in East Asia," NBER Books, National Bureau of Economic Research, Inc, number ito_05-1, March.
    26. Anderson, James E, 1979. "A Theoretical Foundation for the Gravity Equation," American Economic Review, American Economic Association, vol. 69(1), pages 106-116, March.
    Full references (including those not matched with items on IDEAS)

    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. French, Scott, 2016. "The composition of trade flows and the aggregate effects of trade barriers," Journal of International Economics, Elsevier, vol. 98(C), pages 114-137.
    2. Jean-François Arvis & Ben Shepherd, 2016. "Measuring Connectivity in a Globally Networked Industry: The Case of Air Transport," The World Economy, Wiley Blackwell, vol. 39(3), pages 369-385, March.
    3. 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.
    4. Heid, Benedikt & Larch, Mario, 2016. "Gravity with unemployment," Journal of International Economics, Elsevier, vol. 101(C), pages 70-85.
    5. repec:hal:wpspec:info:hdl:2441/dambferfb7dfprc9m01g1j1k2 is not listed on IDEAS
    6. Dennis Novy, 2013. "Gravity Redux: Measuring International Trade Costs With Panel Data," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 101-121, January.
    7. repec:hal:spmain:info:hdl:2441/dambferfb7dfprc9m01g1j1k2 is not listed on IDEAS
    8. Zongo, Amara, 2021. "The impact of services trade restrictiveness on food trade," International Economics, Elsevier, vol. 166(C), pages 71-94.
    9. Chen, Natalie & Novy, Dennis, 2011. "Gravity, trade integration, and heterogeneity across industries," Journal of International Economics, Elsevier, vol. 85(2), pages 206-221.
    10. Eugenia Go, 2020. "Trade implications of transport cost in the Philippines," Economics PhD Theses 0320, Department of Economics, University of Sussex Business School.
    11. Giulia Bettin & Alessia Lo Turco, 2012. "A Cross-Country View on South-North Migration and Trade: Dissecting the Channels," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 48(4), pages 4-29, July.
    12. Anderson, James E. & Yotov, Yoto V., 2020. "Short run gravity," Journal of International Economics, Elsevier, vol. 126(C).
    13. Costinot, Arnaud & Rodríguez-Clare, Andrés, 2014. "Trade Theory with Numbers: Quantifying the Consequences of Globalization," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 197-261, Elsevier.
    14. Fally, Thibault, 2015. "Structural gravity and fixed effects," Journal of International Economics, Elsevier, vol. 97(1), pages 76-85.
    15. Kareem, Fatima Olanike & Martinez-Zarzoso, Inmaculada & Brümmer, Bernhard, 2016. "Fitting the Gravity Model when Zero Trade Flows are Frequent: a Comparison of Estimation Techniques using Africa's Trade Data," GlobalFood Discussion Papers 230588, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
    16. Thomas Chaney, 2018. "The Gravity Equation in International Trade: An Explanation," Journal of Political Economy, University of Chicago Press, vol. 126(1), pages 150-177.
    17. Rahel Aichele, 2013. "Trade, Climate Policy and Carbon Leakage - Theory and Empirical Evidence," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 49.
    18. Anderson, James E. & Borchert, Ingo & Mattoo, Aaditya & Yotov, Yoto V., 2018. "Dark costs, missing data: Shedding some light on services trade," European Economic Review, Elsevier, vol. 105(C), pages 193-214.
    19. 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.
    20. Pamela Smith & Xiangwen Kong, 2022. "Intellectual property rights and trade: The exceptional case of GMOs," The World Economy, Wiley Blackwell, vol. 45(3), pages 763-811, March.
    21. Holger Breinich & Harald Fadinger & Volker Nocke & Nicolas Schutz, 2020. "Gravity With Granularity," CRC TR 224 Discussion Paper Series crctr224_2020_236, University of Bonn and University of Mannheim, Germany.
    22. Zongo, Amara, 2020. "The Impact of Services Trade Restrictiveness on Food Trade," MPRA Paper 101658, University Library of Munich, Germany.

    More about this item

    Keywords

    Transport Economics Policy&Planning; E-Business; Geographical Information Systems; Technology Industry; Airports and Air Services;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:wbk:wbrwps:5722. 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: Roula I. Yazigi (email available below). General contact details of provider: https://edirc.repec.org/data/dvewbus.html .

    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.