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Accessing the causality among air transportation, trade openness and GDP: Evidence from a panel of high-income countries

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  • Rai, Sushil Kumar
  • Bangar Raju, T.

Abstract

•The study reveals the long term relationship between air transportation infrastructure, GDP, and trade openness for 20 high income nations.•The study demonstrates that trade openness and air transportation infrastructure, including air transport passengers and freight, have a significant positive impact on GDP both in the long run and short run.•The study provides evidence of a causal relationship between air transport infrastructure, trade openness, and GDP in high income countries.•The findings of the study strengthen the efficacy of Air Transportation Led Growth Hypothesis (ALGH) in high-income countries.

Suggested Citation

  • Rai, Sushil Kumar & Bangar Raju, T., 2025. "Accessing the causality among air transportation, trade openness and GDP: Evidence from a panel of high-income countries," Transport Policy, Elsevier, vol. 163(C), pages 116-124.
  • Handle: RePEc:eee:trapol:v:163:y:2025:i:c:p:116-124
    DOI: 10.1016/j.tranpol.2025.01.012
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    as
    1. Ali, Rafaqet & Bakhsh, Khuda & Yasin, Muhammad Asim, 2023. "Causal nexus between air transportation and economic growth in BRICS countries," Journal of Air Transport Management, Elsevier, vol. 107(C).
    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. Alexander Chudik & Kamiar Mohaddes & M. Hashem Pesaran & Mehdi Raissi, 2016. "Long-Run Effects in Large Heterogeneous Panel Data Models with Cross-Sectionally Correlated Errors," Advances in Econometrics, in: Essays in Honor of man Ullah, volume 36, pages 85-135, Emerald Group Publishing Limited.
    4. Alexander Chudik & Kamiar Mohaddes & M. Hashem Pesaran & Mehdi Raissi, 2017. "Is There a Debt-Threshold Effect on Output Growth?," The Review of Economics and Statistics, MIT Press, vol. 99(1), pages 135-150, March.
    5. Kong, Qunxi & Peng, Dan & Ni, Yehui & Jiang, Xinyue & Wang, Ziqi, 2021. "Trade openness and economic growth quality of China: Empirical analysis using ARDL model," Finance Research Letters, Elsevier, vol. 38(C).
    6. Li, Yan & DaCosta, Maria N., 2013. "Transportation and income inequality in China: 1978–2007," Transportation Research Part A: Policy and Practice, Elsevier, vol. 55(C), pages 56-71.
    7. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    8. Alexander Chudik & Kamiar Mohaddes & M. Hashem Pesaran & Mehdi Raissi, 2013. "Debt, inflation and growth robust estimation of long-run effects in dynamic panel data models," Globalization Institute Working Papers 162, Federal Reserve Bank of Dallas.
    9. 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.
    10. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    11. Easterly, William & Rebelo, Sergio, 1993. "Fiscal policy and economic growth: An empirical investigation," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 417-458, December.
    12. Saidi, Samir & Mani, Venkatesh & Mefteh, Haifa & Shahbaz, Muhammad & Akhtar, Pervaiz, 2020. "Dynamic linkages between transport, logistics, foreign direct Investment, and economic growth: Empirical evidence from developing countries," Transportation Research Part A: Policy and Practice, Elsevier, vol. 141(C), pages 277-293.
    13. Pacheco, Ricardo Rodrigues & Fernandes, Elton, 2017. "International air passenger traffic, trade openness and exchange rate in Brazil: A Granger causality test," Transportation Research Part A: Policy and Practice, Elsevier, vol. 101(C), pages 22-29.
    14. Gianni Carvelli, 2023. "The long-run effects of government expenditure on private investments: a panel CS-ARDL approach," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 47(3), pages 620-645, September.
    15. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    16. Raihan, Asif & Voumik, Liton Chandra & Akter, Salma & Ridzuan, Abdul Rahim & Fahlevi, Mochammad & Aljuaid, Mohammed & Saniuk, Sebastian, 2024. "Taking flight: Exploring the relationship between air transport and Malaysian economic growth," Journal of Air Transport Management, Elsevier, vol. 115(C).
    17. Brian Sloboda & Vincent Yao, 2008. "Interstate spillovers of private capital and public spending," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 42(3), pages 505-518, September.
    18. Banerjee, Abhijit & Duflo, Esther & Qian, Nancy, 2020. "On the road: Access to transportation infrastructure and economic growth in China," Journal of Development Economics, Elsevier, vol. 145(C).
    19. Portugal-Perez, Alberto & Wilson, John S., 2012. "Export Performance and Trade Facilitation Reform: Hard and Soft Infrastructure," World Development, Elsevier, vol. 40(7), pages 1295-1307.
    20. repec:bla:scandj:v:95:y:1993:i:4:p:607-25 is not listed on IDEAS
    21. 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.
    22. Chen, Xin & Xuan, Chao & Qiu, Rui, 2021. "Understanding spatial spillover effects of airports on economic development: New evidence from China’s hub airports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 143(C), pages 48-60.
    23. Sanwei He & Shan Yu & Lei Wang, 2021. "The nexus of transport infrastructure and economic output in city-level China: a heterogeneous panel causality analysis," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 66(1), pages 113-135, February.
    24. Okumus, İlyas & Guzel, Arif Eser & Destek, Mehmet Akif, 2021. "Renewable, Non-renewable Energy Consumption and Economic Growth Nexus in G7: Fresh Evidence from CS-ARDL," MPRA Paper 114136, University Library of Munich, Germany.
    25. Fangni Zhang & Daniel J. Graham, 2020. "Air transport and economic growth: a review of the impact mechanism and causal relationships," Transport Reviews, Taylor & Francis Journals, vol. 40(4), pages 506-528, July.
    26. Farhadi, Minoo, 2015. "Transport infrastructure and long-run economic growth in OECD countries," Transportation Research Part A: Policy and Practice, Elsevier, vol. 74(C), pages 73-90.
    27. Grossman, Gene M & Helpman, Elhanan, 1990. "Trade, Innovation, and Growth," American Economic Review, American Economic Association, vol. 80(2), pages 86-91, May.
    28. Shepherd, Ben & Wilson, John S., 2009. "Trade facilitation in ASEAN member countries: Measuring progress and assessing priorities," Journal of Asian Economics, Elsevier, vol. 20(4), pages 367-383, September.
    29. Barro, Robert J, 1990. "Government Spending in a Simple Model of Endogenous Growth," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 103-126, October.
    30. Lars-Hendrik Roller & Leonard Waverman, 2001. "Telecommunications Infrastructure and Economic Development: A Simultaneous Approach," American Economic Review, American Economic Association, vol. 91(4), pages 909-923, September.
    31. Zhang, Yijia & Cheng, Lu, 2023. "The role of transport infrastructure in economic growth: Empirical evidence in the UK," Transport Policy, Elsevier, vol. 133(C), pages 223-233.
    32. W. W. Rostow, 1959. "The Stages Of Economic Growth," Economic History Review, Economic History Society, vol. 12(1), pages 1-16, August.
    33. 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.
    34. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    35. Chun‐ping Chang & Yung‐hsiang Ying, 2008. "The Generative Power Of Air Freight In The Trade Openness – Economic Growth Nexus In African Countries," South African Journal of Economics, Economic Society of South Africa, vol. 76(3), pages 493-512, September.
    36. 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.
    37. Pradhan, Rudra P. & Arvin, Mak B. & Hall, John H., 2016. "Economic growth, development of telecommunications infrastructure, and financial development in Asia, 1991–2012," The Quarterly Review of Economics and Finance, Elsevier, vol. 59(C), pages 25-38.
    38. Wang, Hui & Han, Jiaying & Su, Min & Wan, Shulin & Zhang, Zhenchao, 2021. "The relationship between freight transport and economic development: A case study of China," Research in Transportation Economics, Elsevier, vol. 85(C).
    39. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    40. Jimenez, Emmanuel, 1995. "Human and physical infrastructure: Public investment and pricing policies in developing countries," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 3, chapter 43, pages 2773-2843, Elsevier.
    41. 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.
    42. Sharif, Arshian & Shahbaz, Muhammad & Hille, Erik, 2019. "The Transportation-growth nexus in USA: Fresh insights from pre-post global crisis period," Transportation Research Part A: Policy and Practice, Elsevier, vol. 121(C), pages 108-121.
    43. Law, Colin C.H. & Zhang, Yahua & Gow, Jeff & Vu, Xuan-Binh, 2022. "Dynamic relationship between air transport, economic growth and inbound tourism in Cambodia, Laos, Myanmar and Vietnam," Journal of Air Transport Management, Elsevier, vol. 98(C).
    44. Adedoyin, Festus Fatai & Bekun, Festus Victor & Driha, Oana M. & Balsalobre-Lorente, Daniel, 2020. "The effects of air transportation, energy, ICT and FDI on economic growth in the industry 4.0 era: Evidence from the United States," Technological Forecasting and Social Change, Elsevier, vol. 160(C).
    45. Bhagwati, Jagdish N, 1988. "Export-Promoting Trade Strategy: Issues and Evidence," The World Bank Research Observer, World Bank, vol. 3(1), pages 27-57, January.
    46. Salinas, Aldo & Ortiz, Cristian & Changoluisa, Javier & Muffatto, Moreno, 2023. "Testing three views about the determinants of informal economy: New evidence at global level and by country groups using the CS-ARDL approach," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 438-455.
    47. Tiba, Sofien & Frikha, Mohamed, 2018. "Income, trade openness and energy interactions: Evidence from simultaneous equation modeling," Energy, Elsevier, vol. 147(C), pages 799-811.
    48. Malefa Rose Malefane & Mariam Camarero, 2020. "Trade openness and economic growth in Botswana: Evidence from cointegration and error-correction modelling," Cogent Economics & Finance, Taylor & Francis Journals, vol. 8(1), pages 1783878-178, January.
    49. Yaobin Liu, 2013. "Energy Production and Regional Economic Growth in China: A More Comprehensive Analysis Using a Panel Model," Energies, MDPI, vol. 6(3), pages 1-12, March.
    50. Alam, Khalid Mehmood & Li, Xuemei & Baig, Saranjam & Ghanem, Osman & Hanif, Salman, 2021. "Causality between transportation infrastructure and economic development in Pakistan: An ARDL analysis," Research in Transportation Economics, Elsevier, vol. 88(C).
    51. Zhang, Anming & Zhang, Yimin, 2002. "Issues on liberalization of air cargo services in international aviation," Journal of Air Transport Management, Elsevier, vol. 8(5), pages 275-287.
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