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Asymmetric modeling of fuel consumption in Malaysia

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  • Siong, Tang Chung
  • Kogid, Mori
  • Alin, James M.

Abstract

This study aims to examine the relationship between economic growth, energy price, technological innovation, financial development and fuel consumption in Malaysia, within a Non-linear Autoregressive Distributed Lag (NARDL) framework. The annual data set covers the period of 1970–2016. This study disaggregated fuel consumption into those of coal, natural gas, oil, and hydroelectricity. By decomposing a time series into its positive and negative partial sums, the findings demonstrate that hydroelectricity consumption and its determinants do not co-move either symmetrically or asymmetrically in the long run. Therefore, the variables cannot be considered to determine the variations in hydroelectricity consumption in Malaysia. Coal, natural gas and oil consumption, on the other hand, reacted asymmetrically to the changes in the respective variable, in both the short and the long run. More specifically, the study revealed that: (1) gas consumption was insensitive to price rise; (2) the effect of negative shock in technological innovation towards coal consumption was greater than that of positive shock; and (3) although technology reduced coal consumption, financial deepening caused the offset of efficiency gain. In addition, changes in the variables were found to Granger-cause fuel consumption in the short run.

Suggested Citation

  • Siong, Tang Chung & Kogid, Mori & Alin, James M., 2022. "Asymmetric modeling of fuel consumption in Malaysia," Energy, Elsevier, vol. 239(PA).
  • Handle: RePEc:eee:energy:v:239:y:2022:i:pa:s0360544221021538
    DOI: 10.1016/j.energy.2021.121905
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    References listed on IDEAS

    as
    1. Shahbaz, Muhammad & Khan, Saleheen & Tahir, Mohammad Iqbal, 2013. "The dynamic links between energy consumption, economic growth, financial development and trade in China: Fresh evidence from multivariate framework analysis," Energy Economics, Elsevier, vol. 40(C), pages 8-21.
    2. repec:cup:cbooks:9781107034662 is not listed on IDEAS
    3. Farzana Sharmin & Mohammed Robayet Khan & Mohammed Robayet Khan, 2016. "A Causal Relationship between Energy Consumption, Energy Prices and Economic Growth in Africa," International Journal of Energy Economics and Policy, Econjournals, vol. 6(3), pages 477-494.
    4. Damette, Olivier & Seghir, Majda, 2013. "Energy as a driver of growth in oil exporting countries?," Energy Economics, Elsevier, vol. 37(C), pages 193-199.
    5. Lean, Hooi Hooi & Smyth, Russell, 2014. "Are shocks to disaggregated energy consumption in Malaysia permanent or temporary? Evidence from LM unit root tests with structural breaks," Renewable and Sustainable Energy Reviews, Elsevier, vol. 31(C), pages 319-328.
    6. Ong, H.C. & Mahlia, T.M.I. & Masjuki, H.H., 2011. "A review on energy scenario and sustainable energy in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(1), pages 639-647, January.
    7. Shahbaz, Muhammad & Hye, Qazi Muhammad Adnan & Tiwari, Aviral Kumar & Leitão, Nuno Carlos, 2013. "Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 109-121.
    8. Furuoka, Fumitaka, 2016. "Natural gas consumption and economic development in China and Japan: An empirical examination of the Asian context," Renewable and Sustainable Energy Reviews, Elsevier, vol. 56(C), pages 100-115.
    9. James E. Payne, 2010. "Survey of the international evidence on the causal relationship between energy consumption and growth," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 37(1), pages 53-95, January.
    10. Sadorsky, Perry, 2010. "The impact of financial development on energy consumption in emerging economies," Energy Policy, Elsevier, vol. 38(5), pages 2528-2535, May.
    11. Brooks,Chris, 2014. "Introductory Econometrics for Finance," Cambridge Books, Cambridge University Press, number 9781107661455, December.
    12. Sohag, Kazi & Begum, Rawshan Ara & Abdullah, Sharifah Mastura Syed & Jaafar, Mokhtar, 2015. "Dynamics of energy use, technological innovation, economic growth and trade openness in Malaysia," Energy, Elsevier, vol. 90(P2), pages 1497-1507.
    13. 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.
    14. Islam, Faridul & Shahbaz, Muhammad & Ahmed, Ashraf U. & Alam, Md. Mahmudul, 2013. "Financial development and energy consumption nexus in Malaysia: A multivariate time series analysis," Economic Modelling, Elsevier, vol. 30(C), pages 435-441.
    15. Vogelsang, Timothy J & Perron, Pierre, 1998. "Additional Tests for a Unit Root Allowing for a Break in the Trend Function at an Unknown Time," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 1073-1100, November.
    16. Ertugrul Yildirim & Alper Aslan & Ilhan Ozturk, 2014. "Energy Consumption And Gdp In Asean Countries: Bootstrap-Corrected Panel And Time Series Causality Tests," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 59(02), pages 1-16.
    17. Shahbaz, Muhammad & Loganathan, Nanthakumar & Sbia, Rashid & Afza, Talat, 2015. "The effect of urbanization, affluence and trade openness on energy consumption: A time series analysis in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 47(C), pages 683-693.
    18. Alper Aslan & Onur Gozbasi & Buket Altinoz & Mehmet Altuntas, 2021. "Impact of financial development and economic growth on energy consumption: A panel vector autoregressive analysis for the comparison of G7 and top 10 emerging market economies," Energy & Environment, , vol. 32(7), pages 1315-1330, November.
    19. Banerjee, Anindya & Lumsdaine, Robin L & Stock, James H, 1992. "Recursive and Sequential Tests of the Unit-Root and Trend-Break Hypotheses: Theory and International Evidence," Journal of Business & Economic Statistics, American Statistical Association, vol. 10(3), pages 271-287, July.
    20. Shakeel, Muhammad, 2021. "Analyses of energy-GDP-export nexus: The way-forward," Energy, Elsevier, vol. 216(C).
    21. 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.
    22. Muhammad Shahbaz & Syed Jawad Hussain Shahzad & Shaista Alam & Nicholas Apergis, 2018. "Globalisation, economic growth and energy consumption in the BRICS region: The importance of asymmetries," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 27(8), pages 985-1009, November.
    23. 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.
    24. Perron, Pierre, 1989. "The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis," Econometrica, Econometric Society, vol. 57(6), pages 1361-1401, November.
    25. Tang, Chor Foon & Tan, Eu Chye, 2013. "Exploring the nexus of electricity consumption, economic growth, energy prices and technology innovation in Malaysia," Applied Energy, Elsevier, vol. 104(C), pages 297-305.
    26. Dermot Gately & Hiliard G. Huntington, 2002. "The Asymmetric Effects of Changes in Price and Income on Energy and Oil Demand," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 19-55.
    27. Chang, Shu-Chen, 2015. "Effects of financial developments and income on energy consumption," International Review of Economics & Finance, Elsevier, vol. 35(C), pages 28-44.
    28. Cosimo Magazzino & Mihai Mutascu & Marco Mele & Samuel Asumadu Sarkodie, 2021. "Energy consumption and economic growth in Italy: A wavelet analysis," Post-Print hal-03539125, HAL.
    29. Fuinhas, José Alberto & Marques, António Cardoso, 2013. "Rentierism, energy and economic growth: The case of Algeria and Egypt (1965–2010)," Energy Policy, Elsevier, vol. 62(C), pages 1165-1171.
    30. Wang, Yuan & Wang, Yichen & Zhou, Jing & Zhu, Xiaodong & Lu, Genfa, 2011. "Energy consumption and economic growth in China: A multivariate causality test," Energy Policy, Elsevier, vol. 39(7), pages 4399-4406, July.
    31. Wang, S.S. & Zhou, D.Q. & Zhou, P. & Wang, Q.W., 2011. "CO2 emissions, energy consumption and economic growth in China: A panel data analysis," Energy Policy, Elsevier, vol. 39(9), pages 4870-4875, September.
    32. Han PHOUMIN & Shigeru KIMURA, 2014. "Analysis on Price Elasticity of Energy Demand in East Asia: Empirical Evidence and Policy Implications for ASEAN and East Asia," Working Papers DP-2014-05, Economic Research Institute for ASEAN and East Asia (ERIA).
    33. Kumaresan, Nageswaran & Miyazaki, Kumiko, 1999. "An integrated network approach to systems of innovation--the case of robotics in Japan," Research Policy, Elsevier, vol. 28(6), pages 563-585, August.
    34. Robin C. Sickles & William C. Horrace (ed.), 2014. "Festschrift in Honor of Peter Schmidt," Springer Books, Springer, edition 127, number 978-1-4899-8008-3, January.
    35. Alshehry, Atef Saad & Belloumi, Mounir, 2015. "Energy consumption, carbon dioxide emissions and economic growth: The case of Saudi Arabia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 237-247.
    36. Apergis, Nicholas & Payne, James E., 2011. "The renewable energy consumption-growth nexus in Central America," Applied Energy, Elsevier, vol. 88(1), pages 343-347, January.
    37. Marques, António Cardoso & Fuinhas, José Alberto & Menegaki, Angeliki N., 2016. "Renewable vs non-renewable electricity and the industrial production nexus: Evidence from an ARDL bounds test approach for Greece," Renewable Energy, Elsevier, vol. 96(PA), pages 645-655.
    38. Wen-Chi Liu, 2020. "The Relationship between Primary Energy Consumption and Real Gross Domestic Product: Evidence from Major Asian Countries," Sustainability, MDPI, vol. 12(6), pages 1-16, March.
    39. Molem Chirstopher Sama & Ndifor Roger Tah, 2016. "The Effect of Energy Consumption on Economic Growth in Cameroon," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 6(9), pages 510-521, September.
    40. Sari, Ramazan & Ewing, Bradley T. & Soytas, Ugur, 2008. "The relationship between disaggregate energy consumption and industrial production in the United States: An ARDL approach," Energy Economics, Elsevier, vol. 30(5), pages 2302-2313, September.
    41. Abarahan, Amnisuhailah Binti & Masih, Mansur, 2016. "Is energy a stimulus for economic growth? A focused study on Malaysia using the auto regressive distributed lag technique," MPRA Paper 69765, University Library of Munich, Germany.
    42. Carmona, Mónica & Feria, Julia & Golpe, Antonio A. & Iglesias, Jesus, 2017. "Energy consumption in the US reconsidered. Evidence across sources and economic sectors," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 1055-1068.
    43. Molem Chirstopher Sama & Ndifor Roger Tah, 2016. "The Effect of Energy Consumption on Economic Growth in Cameroon," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 6(9), pages 510-521.
    44. Roberto Past�n & Rodrigo Saens & Roberto Contreras Mar�n, 2015. "Does energy use cause economic growth in Latin America?," Applied Economics Letters, Taylor & Francis Journals, vol. 22(17), pages 1399-1403, November.
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