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Energy use, international trade and economic growth nexus in Australia: New evidence from an extended growth model

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  • Rahman, Mohammad Mafizur
  • Mamun, Shamsul Arifeen Khan

Abstract

This study investigates the existence of either energy-led growth hypothesis or trade-led growth in Australia for a 53-year period (1960–2012) using a multivariate extended growth model. The econometric techniques used in this study are Autoregressive Distributed Lag (ARDL) bounds testing approach of cointegration, the Granger Causality Test and Impulse Response Functions. The study finds the evidence of no long-run cointegration between the variables of interest. Granger causality test confirms bidirectional causal relationship between international trade and per capita GDP growth, but does not find any Granger causal relationship between energy use and per capita GDP growth. Thus, this study provides an evidence of the trade-led growth hypothesis over the energy-led growth hypothesis for the Australian macroeconomy.

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  • Rahman, Mohammad Mafizur & Mamun, Shamsul Arifeen Khan, 2016. "Energy use, international trade and economic growth nexus in Australia: New evidence from an extended growth model," Renewable and Sustainable Energy Reviews, Elsevier, vol. 64(C), pages 806-816.
  • Handle: RePEc:eee:rensus:v:64:y:2016:i:c:p:806-816
    DOI: 10.1016/j.rser.2016.06.039
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    as
    1. Chang, Ching-Chih, 2010. "A multivariate causality test of carbon dioxide emissions, energy consumption and economic growth in China," Applied Energy, Elsevier, vol. 87(11), pages 3533-3537, November.
    2. Judith Giles & Cara Williams, 2001. "Export-led growth: a survey of the empirical literature and some non-causality results. Part 2," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 9(4), pages 445-470.
    3. David Greenaway & David Sapsford, 1994. "What does liberalisation do for exports and growth?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 130(1), pages 152-174, March.
    4. Karanfil, Fatih, 2009. "How many times again will we examine the energy-income nexus using a limited range of traditional econometric tools?," Energy Policy, Elsevier, vol. 37(4), pages 1191-1194, April.
    5. Belke, Ansgar & Dobnik, Frauke & Dreger, Christian, 2011. "Energy consumption and economic growth: New insights into the cointegration relationship," Energy Economics, Elsevier, vol. 33(5), pages 782-789, September.
    6. Awokuse, Titus O., 2007. "Causality between exports, imports, and economic growth: Evidence from transition economies," Economics Letters, Elsevier, vol. 94(3), pages 389-395, March.
    7. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    8. David H. Romer & Jeffrey A. Frankel, 1999. "Does Trade Cause Growth?," American Economic Review, American Economic Association, vol. 89(3), pages 379-399, June.
    9. Huang, Bwo-Nung & Hwang, M.J. & Yang, C.W., 2008. "Causal relationship between energy consumption and GDP growth revisited: A dynamic panel data approach," Ecological Economics, Elsevier, vol. 67(1), pages 41-54, August.
    10. Hye, Qazi Muhammad Adnan & Wizarat, Shahida & Lau, Wee-Yeap, 2013. "Trade-led growth hypothesis: An empirical analysis of South Asian countries," Economic Modelling, Elsevier, vol. 35(C), pages 654-660.
    11. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    12. Menyah, Kojo & Wolde-Rufael, Yemane, 2010. "Energy consumption, pollutant emissions and economic growth in South Africa," Energy Economics, Elsevier, vol. 32(6), pages 1374-1382, November.
    13. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    14. Shandre Mugan Thangavelu & Gulasekaran Rajaguru, 2004. "Is there an export or import-led productivity growth in rapidly developing Asian countries? a multivariate VAR analysis," Applied Economics, Taylor & Francis Journals, vol. 36(10), pages 1083-1093.
    15. Wacziarg, Romain, 1998. "Measuring the dynamic gains from trade," Policy Research Working Paper Series 2001, The World Bank.
    16. Jamshid Damooei. & Tavakoli, Akbar., 2006. "The Effects of Foreign Direct Investment And Imports on Economic Growth: A Comparative Analysis of Thailand and the Philippines (1970-1998)," Journal of Developing Areas, Tennessee State University, College of Business, vol. 39(2), pages 79-100, January-M.
    17. Ali F. Darrat, 1986. "Trade and Development: The Asian Experience," Cato Journal, Cato Journal, Cato Institute, vol. 6(2), pages 695-699, Fall.
    18. Shahiduzzaman, Md & Alam, Khorshed, 2012. "Cointegration and causal relationships between energy consumption and output: Assessing the evidence from Australia," Energy Economics, Elsevier, vol. 34(6), pages 2182-2188.
    19. Ana Cuadros & Vicente Orts & Maite Alguacil, 2004. "Openness and Growth: Re-Examining Foreign Direct Investment, Trade and Output Linkages in Latin America," Journal of Development Studies, Taylor & Francis Journals, vol. 40(4), pages 167-192.
    20. Soytas, Ugur & Sari, Ramazan, 2003. "Energy consumption and GDP: causality relationship in G-7 countries and emerging markets," Energy Economics, Elsevier, vol. 25(1), pages 33-37, January.
    21. Narayan, Paresh Kumar & Prasad, Arti, 2008. "Electricity consumption-real GDP causality nexus: Evidence from a bootstrapped causality test for 30 OECD countries," Energy Policy, Elsevier, vol. 36(2), pages 910-918, February.
    22. Narayan, Paresh Kumar & Wong, Philip, 2009. "A panel data analysis of the determinants of oil consumption: The case of Australia," Applied Energy, Elsevier, vol. 86(12), pages 2771-2775, December.
    23. David Dollar & Aart Kraay, 2004. "Trade, Growth, and Poverty," Economic Journal, Royal Economic Society, vol. 114(493), pages 22-49, February.
    24. Ozturk, Ilhan & Acaravci, Ali, 2010. "CO2 emissions, energy consumption and economic growth in Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 3220-3225, December.
    25. Tarlok Singh, 2015. "On the International Trade and Economic Growth Nexus in New Zealand," Economic Papers, The Economic Society of Australia, vol. 34(1-2), pages 92-106, June.
    26. Samia Nasreen, 2011. "Export-Growth Linkages In Selected Asian Developing Countries: Evidence From Panel Data Analysis," Asian Journal of Empirical Research, Asian Economic and Social Society, vol. 1(1), pages 1-13, September.
    27. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    28. Judith Giles & Cara Williams, 2001. "Export-led growth: a survey of the empirical literature and some non-causality results. Part 1," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 9(3), pages 261-337.
    29. C. Michael Wernerheim, 2000. "Cointegration and causality in the exports-GDP nexus: The post-war evidence for Canada," Empirical Economics, Springer, vol. 25(1), pages 111-125.
    30. Shahbaz, Muhammad, 2012. "Does trade openness affect long run growth? Cointegration, causality and forecast error variance decomposition tests for Pakistan," Economic Modelling, Elsevier, vol. 29(6), pages 2325-2339.
    31. Masih, Abul M. M. & Masih, Rumi, 1996. "Energy consumption, real income and temporal causality: results from a multi-country study based on cointegration and error-correction modelling techniques," Energy Economics, Elsevier, vol. 18(3), pages 165-183, July.
    32. Lee, Chien-Chiang & Chien, Mei-Se, 2010. "Dynamic modelling of energy consumption, capital stock, and real income in G-7 countries," Energy Economics, Elsevier, vol. 32(3), pages 564-581, May.
    33. Chontanawat, Jaruwan & Hunt, Lester C. & Pierse, Richard, 2008. "Does energy consumption cause economic growth?: Evidence from a systematic study of over 100 countries," Journal of Policy Modeling, Elsevier, vol. 30(2), pages 209-220.
    34. Narayan, Paresh Kumar & Smyth, Russell, 2005. "Electricity consumption, employment and real income in Australia evidence from multivariate Granger causality tests," Energy Policy, Elsevier, vol. 33(9), pages 1109-1116, June.
    35. Fatai, K & Oxley, Les & Scrimgeour, F.G, 2004. "Modelling the causal relationship between energy consumption and GDP in New Zealand, Australia, India, Indonesia, The Philippines and Thailand," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 64(3), pages 431-445.
    36. Bowden, Nicholas & Payne, James E., 2009. "The causal relationship between U.S. energy consumption and real output: A disaggregated analysis," Journal of Policy Modeling, Elsevier, vol. 31(2), pages 180-188.
    37. Stern, David I., 2000. "A multivariate cointegration analysis of the role of energy in the US macroeconomy," Energy Economics, Elsevier, vol. 22(2), pages 267-283, April.
    38. Mahadevan, Renuka & Asafu-Adjaye, John, 2007. "Energy consumption, economic growth and prices: A reassessment using panel VECM for developed and developing countries," Energy Policy, Elsevier, vol. 35(4), pages 2481-2490, April.
    39. World Bank, 2014. "World Development Indicators 2014," World Bank Publications - Books, The World Bank Group, number 18237, December.
    40. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    41. Narayan, Paresh Kumar & Narayan, Seema & Prasad, Arti, 2008. "A structural VAR analysis of electricity consumption and real GDP: Evidence from the G7 countries," Energy Policy, Elsevier, vol. 36(7), pages 2765-2769, July.
    42. Dollar, David, 1992. "Outward-Oriented Developing Economies Really Do Grow More Rapidly: Evidence from 95 LDCs, 1976-1985," Economic Development and Cultural Change, University of Chicago Press, vol. 40(3), pages 523-544, April.
    43. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    44. Musleh-Ud Din, 2004. "Exports, Imports, and Economic Growth in South Asia: Evidence Using a Multivariate Time-series Framework," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 43(2), pages 105-124.
    45. Baumol, William J. & Nelson, Richard R. & Wolff, Edward N. (ed.), 1994. "Convergence of Productivity: Cross-National Studies and Historical Evidence," OUP Catalogue, Oxford University Press, number 9780195083903, Decembrie.
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    14. Rahman, Mohammad Mafizur & Velayutham, Eswaran, 2020. "Renewable and non-renewable energy consumption-economic growth nexus: New evidence from South Asia," Renewable Energy, Elsevier, vol. 147(P1), pages 399-408.
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    More about this item

    Keywords

    Q4; F1; F64; O4; C32; Energy use; International trade; Economic growth; Australia;
    All these keywords.

    JEL classification:

    • Q4 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy
    • F1 - International Economics - - Trade
    • F64 - International Economics - - Economic Impacts of Globalization - - - Environment
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models

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