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Regional airports and regional growth: which way does the causality run?


  • Kirsi Mukkala


  • Hannu Tervo


The role of airports has become increasingly important with globalization. To have a regional airport is an especially important asset for retaining companies in the region as well as attracting new economic activity to the region. A well-developed transport infrastructure can be seen as a facilitator that allows the economic potential of a region to be realized. The provision of transportation does not, however, automatically lead to economic growth. It may also be the other way round: economic development leads to the better transport infrastructure and accessibility, stressing demand side elements. This paper aims to shed further light on the relationship between regional airports and economic performance. We ask whether accessibility is a key factor to economic success, or rather a consequence of it. In order to test the relative importance of various effects, the Granger non-causality method in a panel framework is applied. The Granger method exploits the fact that in time series there is temporal ordering, and the belief that effects cannot occur before causes. The empirical analysis is based on European level annual data from 86 regions and 13 countries on air traffic and regional economic performance in the period 1991-2010. The results revealed that for at least some regions (and possible all), there is statistical evidence of Granger causality from air traffic to regional growth but these processes are not uniform in all regions. The categorization of the regions into three groups of equal size according to their peripherality showed significant causality in peripheral regions and indicative causality in intermediate regions, while in core regions no significant causality was found. Hence, peripherality indeed matters: the more remote the region is the more important for it is to have efficient air connections. The evidence of the opposite direction of causality - from regional development to air traffic - was only partial and homogenous. Keywords: air traffic, regional growth, Granger causality

Suggested Citation

  • Kirsi Mukkala & Hannu Tervo, 2012. "Regional airports and regional growth: which way does the causality run?," ERSA conference papers ersa12p642, European Regional Science Association.
  • Handle: RePEc:wiw:wiwrsa:ersa12p642

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    1. Alkaabi, Khaula A. & Debbage, Keith G., 2007. "Air passenger demand and skilled labor markets by US metropolitan area," Journal of Air Transport Management, Elsevier, vol. 13(3), pages 121-130.
    2. Button, Kenneth & Taylor, Samantha, 2000. "International air transportation and economic development," Journal of Air Transport Management, Elsevier, vol. 6(4), pages 209-222.
    3. R L Ivy & T J Fik & E J Malecki, 1995. "Changes in Air Service Connectivity and Employment," Environment and Planning A, , vol. 27(2), pages 165-179, February.
    4. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1989. "The Revenues-Expenditures Nexus: Evidence from Local Government Data," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 30(2), pages 415-429, May.
    5. Tervo, Hannu, 2010. "Cities, hinterlands and agglomeration shadows: Spatial developments in Finland during 1880-2004," Explorations in Economic History, Elsevier, vol. 47(4), pages 476-486, October.
    6. 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.
    7. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    8. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    9. N N Ndoh & R E Caves, 1995. "Investigating the impact of air-service supply on local demand a causal analysis," Environment and Planning A, Pion Ltd, London, vol. 27(3), pages 489-503, March.
    10. Hood, M. V. & Kidd, Quentin & Morris, Irwin L., 2008. "Two Sides of the Same Coin? Employing Granger Causality Tests in a Time Series Cross-Section Framework," Political Analysis, Cambridge University Press, vol. 16(03), pages 324-344, June.
    11. Roger Vickerman & Klaus Spiekermann & Michael Wegener, 1999. "Accessibility and Economic Development in Europe," Regional Studies, Taylor & Francis Journals, vol. 33(1), pages 1-15.
    12. Debbage, Keith G. & Delk, Dawn, 2001. "The geography of air passenger volume and local employment patterns by US metropolitan core area: 1973–1996," Journal of Air Transport Management, Elsevier, vol. 7(3), pages 159-167.
    13. Erkan Erdil & I. Hakan Yetkiner, 2009. "The Granger-causality between health care expenditure and output: a panel data approach," Applied Economics, Taylor & Francis Journals, vol. 41(4), pages 511-518.
    14. 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.
    15. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    16. Jacco Hakfoort & Tom Poot & Piet Rietveld, 2001. "The Regional Economic Impact of an Airport: The Case of Amsterdam Schiphol Airport," Regional Studies, Taylor & Francis Journals, vol. 35(7), pages 595-604.
    17. repec:dau:papers:123456789/6159 is not listed on IDEAS
    18. Harrigan, James, 2010. "Airplanes and comparative advantage," Journal of International Economics, Elsevier, vol. 82(2), pages 181-194, November.
    19. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    20. Hannu Tervo, 2009. "Centres and Peripheries in Finland: Granger Causality Tests Using Panel Data," Spatial Economic Analysis, Taylor & Francis Journals, vol. 4(4), pages 377-390.
    21. F W Peck, 1996. "Regional Development and the Production of Space: The Role of Infrastructure in the Attraction of New Inward Investment," Environment and Planning A, , vol. 28(2), pages 327-339, February.
    22. Debbage, Keith G, 1999. "Air transportation and urban-economic restructuring: competitive advantage in the US Carolinas," Journal of Air Transport Management, Elsevier, vol. 5(4), pages 211-221.
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    1. Niine, Tarvo & Kolbre, Ene & Miina, Aleksandr, 2017. "Enablers and constraints of peripheral air cargo – A case study of Estonia," Journal of Air Transport Management, Elsevier, vol. 61(C), pages 106-114.
    2. Wittman, Michael D., 2014. "Public funding of airport incentives in the United States: The efficacy of the Small Community Air Service Development Grant program," Transport Policy, Elsevier, vol. 35(C), pages 220-228.

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