IDEAS home Printed from https://ideas.repec.org/a/eee/retrec/v78y2019ics0739885919302781.html
   My bibliography  Save this article

Investigating the causal relationship between transportation infrastructure, financial penetration and economic growth in G-20 countries

Author

Listed:
  • Pradhan, Rudra P.

Abstract

This study examined the interactions between transportation infrastructure, financial penetration, and economic growth in the G-20 countries from 1961 to 2016. The aim was to investigate whether temporal causality exists between the variables. Using the panel vector error-correction model, we determined the long-run and short-run links between the variables. The study's most robust finding is that both financial penetration and transportation infrastructure stimulate economic growth in the long run. Short-run results, on the other hand, were non-uniform and depended on the specific measure of financial penetration and transportation infrastructure utilized.

Suggested Citation

  • Pradhan, Rudra P., 2019. "Investigating the causal relationship between transportation infrastructure, financial penetration and economic growth in G-20 countries," Research in Transportation Economics, Elsevier, vol. 78(C).
    • Handle: RePEc:eee:retrec:v:78:y:2019:i:c:s0739885919302781
    DOI: 10.1016/j.retrec.2019.100766
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0739885919302781
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.retrec.2019.100766?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Pradhan, Rudra P. & Arvin, Mak B. & Bahmani, Sahar, 2018. "Are innovation and financial development causative factors in economic growth? Evidence from a panel granger causality test," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 130-142.
    2. Pradhan, Rudra P. & Arvin, Mak B. & Bahmani, Sahar & Hall, John H. & Norman, Neville R., 2017. "Finance and growth: Evidence from the ARF countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 66(C), pages 136-148.
    3. Lili Song & Jianing Mi, 2016. "Port infrastructure and regional economic growth in China: a Granger causality analysis," Maritime Policy & Management, Taylor & Francis Journals, vol. 43(4), pages 456-468, May.
    4. Kasarda, John D. & Green, Jonathan D., 2005. "Air cargo as an economic development engine: A note on opportunities and constraints," Journal of Air Transport Management, Elsevier, vol. 11(6), pages 459-462.
    5. Rudra P. Pradhan, 2018. "Development of stock market and economic growth: the G-20 evidence," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 8(2), pages 161-181, August.
    6. Rudra P. PRADHAN & Mak B. ARVIN & Bele SAMADHAN & Shilpa TANEJA, 2013. "The Impact of Stock Market Development on Inflation and Economic Growth of 16 Asian Countries: A Panel VAR Approach," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 13(1), pages 203-218.
    7. Iacono, Michael & Levinson, David, 2016. "Mutual causality in road network growth and economic development," Transport Policy, Elsevier, vol. 45(C), pages 209-217.
    8. Tetsu Kawakami & Masayuki Doi, 2004. "Port capital formation and economic development in Japan: A vector autoregression approach," Economics of Governance, Springer, vol. 83(4), pages 723-732, October.
    9. Kar, Muhsin & NazlIoglu, Saban & AgIr, Hüseyin, 2011. "Financial development and economic growth nexus in the MENA countries: Bootstrap panel granger causality analysis," Economic Modelling, Elsevier, vol. 28(1-2), pages 685-693, January.
    10. Rudra P. Pradhan, 2010. "Modelling the Nexus between transport infrastructure and economic growth in India," International Journal of Management and Decision Making, Inderscience Enterprises Ltd, vol. 11(2), pages 182-196.
    11. Greenwood, Jeremy & Smith, Bruce D., 1997. "Financial markets in development, and the development of financial markets," Journal of Economic Dynamics and Control, Elsevier, vol. 21(1), pages 145-181, January.
    12. Maeso-Fernandez, Francisco & Osbat, Chiara & Schnatz, Bernd, 2006. "Towards the estimation of equilibrium exchange rates for transition economies: Methodological issues and a panel cointegration perspective," Journal of Comparative Economics, Elsevier, vol. 34(3), pages 499-517, September.
    13. César Calderón & Enrique Moral‐Benito & Luis Servén, 2015. "Is infrastructure capital productive? A dynamic heterogeneous approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(2), pages 177-198, March.
    14. Nakamura, H., 2000. "The economic evaluation of transport infrastructure: needs for international comparisons," Transport Policy, Elsevier, vol. 7(1), pages 3-6, January.
    15. Rudra P. Pradhan & Mak B. Arvin & Sara E. Bennett & Mahendhiran Nair & John H. Hall, 2016. "Bond Market Development, Economic Growth and Other Macroeconomic Determinants: Panel VAR Evidence," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 23(2), pages 175-201, June.
    16. Charles R. Hulten & Esra Bennathan & Sylaja Srinivasan, 2006. "Infrastructure, Externalities, and Economic Development: A Study of the Indian Manufacturing Industry," The World Bank Economic Review, World Bank, vol. 20(2), pages 291-308.
    17. Yamaguchi, Katsuhiro, 2007. "Inter-regional air transport accessibility and macro-economic performance in Japan," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 43(3), pages 247-258, May.
    18. Alicia H. Munnell, 1992. "Policy Watch: Infrastructure Investment and Economic Growth," Journal of Economic Perspectives, American Economic Association, vol. 6(4), pages 189-198, Fall.
    19. Pradhan, Rudra P. & Bagchi, Tapan P., 2013. "Effect of transportation infrastructure on economic growth in India: The VECM approach," Research in Transportation Economics, Elsevier, vol. 38(1), pages 139-148.
    20. Loo, Becky P.Y. & Banister, David, 2016. "Decoupling transport from economic growth: Extending the debate to include environmental and social externalities," Journal of Transport Geography, Elsevier, vol. 57(C), pages 134-144.
    21. Erasmus L. Owusu & Nicholas M. Odhiambo, 2014. "Interest rate liberalisation and economic growth in Nigeria: evidence based on the ARDL-bounds testing approach," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 6(2), pages 130-141.
    22. Marazzo, Marcial & Scherre, Rafael & Fernandes, Elton, 2010. "Air transport demand and economic growth in Brazil: A time series analysis," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 46(2), pages 261-269, March.
    23. Wang, Eric C., 2002. "Public infrastructure and economic growth: a new approach applied to East Asian economies," Journal of Policy Modeling, Elsevier, vol. 24(5), pages 411-435, August.
    24. 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.
    25. Shujie Yao & Xiuyun Yang, 2012. "Air transport and regional economic growth in China," Asia-Pacific Journal of Accounting & Economics, Taylor & Francis Journals, vol. 19(3), pages 318-329.
    26. Erasmus L. Owusu & Nicholas M. Odhiambo, 2014. "Financial liberalisation and economic growth in Nigeria: an ARDL-bounds testing approach," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 17(2), pages 164-177, June.
    27. 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.
    28. Tetsu Kawakami & Masayuki Doi, 2004. "Port capital formation and economic development in Japan: A vector autoregression approach," Papers in Regional Science, Springer;Regional Science Association International, vol. 83(4), pages 723-732, October.
    29. A. J. Khadaroo & B. Seetanah, 2010. "Transport infrastructure and foreign direct investment," Journal of International Development, John Wiley & Sons, Ltd., vol. 22(1), pages 103-123.
    30. Jameel Khadaroo & Boopen Seetanah, 2008. "Transport and Economic Performance: The Case of Mauritius," Journal of Transport Economics and Policy, University of Bath, vol. 42(2), pages 255-267, May.
    31. Phang, Sock-Yong, 2003. "Strategic development of airport and rail infrastructure: the case of Singapore," Transport Policy, Elsevier, vol. 10(1), pages 27-33, January.
    32. Hsueh, Shun-Jen & Hu, Yu-Hau & Tu, Chien-Heng, 2013. "Economic growth and financial development in Asian countries: A bootstrap panel Granger causality analysis," Economic Modelling, Elsevier, vol. 32(C), pages 294-301.
    33. Arvin, Mak B. & Pradhan, Rudra P. & Norman, Neville R., 2015. "Transportation intensity, urbanization, economic growth, and CO2 emissions in the G-20 countries," Utilities Policy, Elsevier, vol. 35(C), pages 50-66.
    34. John G. Fernald, 1999. "Roads to Prosperity? Assessing the Link between Public Capital and Productivity," American Economic Review, American Economic Association, vol. 89(3), pages 619-638, June.
    35. 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.
    36. Rudra P. Pradhan & Mak B. Arvin & Neville R. Norman & John H. Hall, 2014. "The dynamics of banking sector and stock market maturity and the performance of Asian economies," Journal of Economic and Administrative Sciences, Emerald Group Publishing Limited, vol. 30(1), pages 16-44, May.
    37. Pravakar Sahoo & Ranjan Kumar Dash, 2012. "Economic growth in South Asia: Role of infrastructure," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 21(2), pages 217-252, January.
    38. A. J. Khadaroo & B. Seetanah, 2007. "Assessing the contribution of land, sea and air transport capital to the economic performance of the small island state of Mauritius," Applied Economics Letters, Taylor & Francis Journals, vol. 14(15), pages 1151-1155.
    39. Jameel Khadaroo & Boopen Seetanah, 2009. "The Role of Transport Infrastructure in FDI: Evidence from Africa using GMM Estimates," Journal of Transport Economics and Policy, University of Bath, vol. 43(3), pages 365-384, September.
    40. Stiglitz, Joseph E, 1985. "Credit Markets and the Control of Capital," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(2), pages 133-152, May.
    41. Taotao Deng & Shuai Shao & Lili Yang & Xueliang Zhang, 2014. "Has the transport-led economic growth effect reached a peak in China? A panel threshold regression approach," Transportation, Springer, vol. 41(3), pages 567-587, May.
    42. Chi, Junwook & Baek, Jungho, 2013. "Dynamic relationship between air transport demand and economic growth in the United States: A new look," Transport Policy, Elsevier, vol. 29(C), pages 257-260.
    43. Junjie Hong & Zhaofang Chu & Qiang Wang, 2011. "Transport infrastructure and regional economic growth: evidence from China," Transportation, Springer, vol. 38(5), pages 737-752, September.
    44. 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.
    45. Ross Levine, 2003. "More on finance and growth: more finance, more growth?," Review, Federal Reserve Bank of St. Louis, vol. 85(Jul), pages 31-46.
    46. Zhang, Jin & Wang, Lanfang & Wang, Susheng, 2012. "Financial development and economic growth: Recent evidence from China," Journal of Comparative Economics, Elsevier, vol. 40(3), pages 393-412.
    47. Esfahani, Hadi Salehi & Ramirez, Maria Teresa, 2003. "Institutions, infrastructure, and economic growth," Journal of Development Economics, Elsevier, vol. 70(2), pages 443-477, April.
    48. Menyah, Kojo & Nazlioglu, Saban & Wolde-Rufael, Yemane, 2014. "Financial development, trade openness and economic growth in African countries: New insights from a panel causality approach," Economic Modelling, Elsevier, vol. 37(C), pages 386-394.
    49. Zahra Dehghan Shabani & Sima Safaie, 2018. "Do transport infrastructure spillovers matter for economic growth? Evidence on road and railway transport infrastructure in Iranian provinces," Regional Science Policy & Practice, Wiley Blackwell, vol. 10(1), pages 49-63, March.
    50. Achour, Houda & Belloumi, Mounir, 2016. "Investigating the causal relationship between transport infrastructure, transport energy consumption and economic growth in Tunisia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 56(C), pages 988-998.
    51. Erasmus L. Owusu & Nicholas M. Odhiambo, 2014. "Financial liberalisation and economic growth in Nigeria: an ARDL-bounds testing approach," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 17(2), pages 164-177, April.
    52. David Banister, 2012. "Transport and economic development: reviewing the evidence," Transport Reviews, Taylor & Francis Journals, vol. 32(1), pages 1-2, January.
    53. Harishankar Vidyarthi & Chandan Sharma, 2014. "Estimating impact of infrastructure development on economic growth in India," International Journal of Business Continuity and Risk Management, Inderscience Enterprises Ltd, vol. 5(4), pages 261-271.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Özer, Mustafa & Canbay, Şerif & Kırca, Mustafa, 2021. "The impact of container transport on economic growth in Turkey: An ARDL bounds testing approach," Research in Transportation Economics, Elsevier, vol. 88(C).
    2. Daxin Dong & Boyang Xu & Ning Shen & Qian He, 2021. "The Adverse Impact of Air Pollution on China’s Economic Growth," Sustainability, MDPI, vol. 13(16), pages 1-27, August.
    3. Badura, Ondřej & Melecký, Aleš & Melecký, Martin, 2023. "Liberalizing passenger rail: The effect of competition on local unemployment," Economics of Transportation, Elsevier, vol. 36(C).
    4. Saba, Charles Shaaba, 2021. "Convergence and transition paths in transportation: Fresh insights from a club clustering algorithm," Transport Policy, Elsevier, vol. 112(C), pages 80-93.
    5. Cirunay, Michelle T. & Batac, Rene C., 2023. "Evolution of the periphery of a self-organized road network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 617(C).
    6. 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).
    7. Mhatre, Purva & Gedam, Vidyadhar V. & Unnikrishnan, Seema, 2021. "Material circularity potential for construction materials – The case of transportation infrastructure in India," Resources Policy, Elsevier, vol. 74(C).
    8. Liu, Ying & Lin, Boqiang & Xu, Bin, 2021. "Modeling the impact of energy abundance on economic growth and CO2 emissions by quantile regression: Evidence from China," Energy, Elsevier, vol. 227(C).
    9. Magazzino, Cosimo & Giolli, Lorenzo, 2021. "The relationship among railway networks, energy consumption, and real added value in Italy. Evidence form ARDL and Wavelet analysis," Research in Transportation Economics, Elsevier, vol. 90(C).
    10. 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.
    11. Yanli Ma & Jieyu Zhu & Gaofeng Gu & Ke Chen, 2020. "Freight Transportation and Economic Growth for Zones: Sustainability and Development Strategy in China," Sustainability, MDPI, vol. 12(24), pages 1-17, December.
    12. Yaqin Wang & Shengsheng Li & Yan Jiang, 2022. "Can Transportation Infrastructure Construction Improve the Urban Green Development Efficiency? Evidence from China," Sustainability, MDPI, vol. 14(21), pages 1-16, October.
    13. Jianquan Guo & Xinwei Cai, 2023. "Do transportation and tourism development really contribute to China's economy? evidence from renewable and non-renewable energy consumption," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 7189-7214, July.
    14. Vicente Aprigliano Fernandes & Ricardo R. Pacheco & Elton Fernandes & Manoela Cabo & Rodrigo V. Ventura & Rafael Caixeta, 2021. "Air Transportation, Economy and Causality: Remote Towns in Brazil’s Amazon Region," Sustainability, MDPI, vol. 13(2), pages 1-14, January.

    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. Ştefan Cristian Gherghina & Mihaela Onofrei & Georgeta Vintilă & Daniel Ştefan Armeanu, 2018. "Empirical Evidence from EU-28 Countries on Resilient Transport Infrastructure Systems and Sustainable Economic Growth," Sustainability, MDPI, vol. 10(8), pages 1-34, August.
    2. Elena Cigu & Daniela Tatiana Agheorghiesei & Anca Florentina Gavriluță (Vatamanu) & Elena Toader, 2018. "Transport Infrastructure Development, Public Performance and Long-Run Economic Growth: A Case Study for the Eu-28 Countries," Sustainability, MDPI, vol. 11(1), pages 1-22, December.
    3. Pradhan, Rudra P. & Arvin, Mak B. & Bahmani, Sahar & Hall, John H. & Norman, Neville R., 2017. "Finance and growth: Evidence from the ARF countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 66(C), pages 136-148.
    4. Pradhan, Rudra & Arvin, Mak & Norman, Neville & Bahmani, Sahar, 2020. "The dynamics of bondmarket development, stockmarket development and economic growth: Evidence from the G-20 countries," Journal of Economics, Finance and Administrative Science, Universidad ESAN, vol. 25(49), pages 119-147.
    5. Rudra P. Pradhan & Mak B. Arvin & John H. Hall & Sahar Bahmani, 2014. "Causal nexus between economic growth, banking sector development, stock market development, and other macroeconomic variables: The case of ASEAN countries," Review of Financial Economics, John Wiley & Sons, vol. 23(4), pages 155-173, November.
    6. Samir, Saidi & Shahbaz, Muhammad & Akhtar, Pervaiz, 2018. "The Long-Run Relationship between Transport Energy Consumption and Transport Infrastructure on Economic Growth in MENA Countries," MPRA Paper 85037, University Library of Munich, Germany, revised 06 Mar 2018.
    7. Pradhan, Rudra P. & Arvin, Mak B. & Norman, Neville R., 2015. "Insurance development and the finance-growth nexus: Evidence from 34 OECD countries," Journal of Multinational Financial Management, Elsevier, vol. 31(C), pages 1-22.
    8. Rudra P. Pradhan & Mak B. Arvin & Sara E. Bennett & Mahendhiran Nair & John H. Hall, 2016. "Bond Market Development, Economic Growth and Other Macroeconomic Determinants: Panel VAR Evidence," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 23(2), pages 175-201, June.
    9. 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).
    10. Yetkiner, Hakan & Beyzatlar, Mehmet Aldonat, 2020. "The Granger-causality between wealth and transportation: A panel data approach," Transport Policy, Elsevier, vol. 97(C), pages 19-25.
    11. Yanli Ma & Jieyu Zhu & Gaofeng Gu & Ke Chen, 2020. "Freight Transportation and Economic Growth for Zones: Sustainability and Development Strategy in China," Sustainability, MDPI, vol. 12(24), pages 1-17, December.
    12. Park, Jin Suk & Seo, Young-Joon & Ha, Min-Ho, 2019. "The role of maritime, land, and air transportation in economic growth: Panel evidence from OECD and non-OECD countries," Research in Transportation Economics, Elsevier, vol. 78(C).
    13. 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.
    14. 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.
    15. Saidi, Samir & Shahbaz, Muhammad & Akhtar, Pervaiz, 2018. "The long-run relationships between transport energy consumption, transport infrastructure, and economic growth in MENA countries," Transportation Research Part A: Policy and Practice, Elsevier, vol. 111(C), pages 78-95.
    16. Ahmed, Khalid & Bhattacharya, Mita & Qazi, Ahmer Qasim & Ghumro, Niaz Ahmed, 2021. "Transport infrastructure and industrial output in Pakistan: An empirical investigation," Research in Transportation Economics, Elsevier, vol. 90(C).
    17. Rudra P. Pradhan & Mak B. Arvin & Sahar Bahmani & Sara E. Bennett, 2017. "Broadband penetration, financial development, and economic growth nexus: evidence from the Arab League countries," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 10(2), pages 151-171, May.
    18. Hakim, Md Mahbubul & Merkert, Rico, 2019. "Econometric evidence on the determinants of air transport in South Asian countries," Transport Policy, Elsevier, vol. 83(C), pages 120-126.
    19. Tong, Tingting & Yu, T. Edward, 2018. "Transportation and economic growth in China: A heterogeneous panel cointegration and causality analysis," Journal of Transport Geography, Elsevier, vol. 73(C), pages 120-130.
    20. 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).

    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:eee:retrec:v:78:y:2019:i:c:s0739885919302781. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/620614/description#description .

    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.