IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v239y2022ipas0360544221021538.html
   My bibliography  Save this article

Asymmetric modeling of fuel consumption in Malaysia

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544221021538
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2021.121905?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. 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. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. Sadorsky, Perry, 2010. "The impact of financial development on energy consumption in emerging economies," Energy Policy, Elsevier, vol. 38(5), pages 2528-2535, May.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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, November.
    22. 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.
    23. 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.
    24. 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.
    25. Damette, Olivier & Seghir, Majda, 2013. "Energy as a driver of growth in oil exporting countries?," Energy Economics, Elsevier, vol. 37(C), pages 193-199.
    26. 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.
    27. Brooks,Chris, 2014. "Introductory Econometrics for Finance," Cambridge Books, Cambridge University Press, number 9781107661455, December.
    28. 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.
    29. Shakeel, Muhammad, 2021. "Analyses of energy-GDP-export nexus: The way-forward," Energy, Elsevier, vol. 216(C).
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    35. 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.
    36. 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.
    37. 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.
    38. 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.
    39. 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.
    40. 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.
    41. 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).
    42. 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.
    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.
    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. Gritli, Mohamed Ilyes & Charfi, Fatma Marrakchi, 2023. "The determinants of oil consumption in Tunisia: Fresh evidence from NARDL approach and asymmetric causality test," Energy, Elsevier, vol. 284(C).

    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. Chung-Siong Tang & Mori Kogid & James Alin & Brian Dollery, 2022. "Modelling Sectoral Energy Consumption in Malaysia: Assessing the Asymmetric Effects," Sustainability, MDPI, vol. 14(3), pages 1-17, February.
    2. Shahbaz, Muhammad & Hoang, Thi Hong Van & Mahalik, Mantu Kumar & Roubaud, David, 2017. "Energy consumption, financial development and economic growth in India: New evidence from a nonlinear and asymmetric analysis," Energy Economics, Elsevier, vol. 63(C), pages 199-212.
    3. Lean, Hooi Hooi & Smyth, Russell, 2014. "Disaggregated energy demand by fuel type and economic growth in Malaysia," Applied Energy, Elsevier, vol. 132(C), pages 168-177.
    4. Qamruzzaman, Md & Jianguo, Wei, 2020. "The asymmetric relationship between financial development, trade openness, foreign capital flows, and renewable energy consumption: Fresh evidence from panel NARDL investigation," Renewable Energy, Elsevier, vol. 159(C), pages 827-842.
    5. Durusu-Ciftci, Dilek & Soytas, Ugur & Nazlioglu, Saban, 2020. "Financial development and energy consumption in emerging markets: Smooth structural shifts and causal linkages," Energy Economics, Elsevier, vol. 87(C).
    6. Benkraiem, Ramzi & Lahiani, Amine & Miloudi, Anthony & Shahbaz, Muhammad, 2019. "The asymmetric role of shadow economy in the energy-growth nexus in Bolivia," Energy Policy, Elsevier, vol. 125(C), pages 405-417.
    7. Shahriyar Mukhtarov & Jeyhun I. Mikayilov & Jeyhun Mammadov & Elvin Mammadov, 2018. "The Impact of Financial Development on Energy Consumption: Evidence from an Oil-Rich Economy," Energies, MDPI, vol. 11(6), pages 1-14, June.
    8. Zheng Fang & Jiang Yu, 2020. "The role of human capital in energy-growth nexus: an international evidence," Empirical Economics, Springer, vol. 58(3), pages 1225-1247, March.
    9. Roubaud, David & Shahbaz, Muhammad, 2018. "Financial Development, Economic Growth, and Electricity Demand: A Sector Analysis of an Emerging Economy," MPRA Paper 87212, University Library of Munich, Germany, revised 06 Jun 2018.
    10. Gritli, Mohamed Ilyes & Charfi, Fatma Marrakchi, 2023. "The determinants of oil consumption in Tunisia: Fresh evidence from NARDL approach and asymmetric causality test," Energy, Elsevier, vol. 284(C).
    11. Irwan Shah Zainal Abidin & Muhammad Haseeb & Muhammad Azam & Rabiul Islam, 2015. "Foreign Direct Investment, Financial Development, International Trade and Energy Consumption: Panel Data Evidence from Selected ASEAN Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 5(3), pages 841-850.
    12. Farhani, Sahbi & Solarin, Sakiru Adebola, 2017. "Financial development and energy demand in the United States: New evidence from combined cointegration and asymmetric causality tests," Energy, Elsevier, vol. 134(C), pages 1029-1037.
    13. Rashid Sbia & Muhammad Shahbaz & Ilhan Ozturk, 2017. "Economic growth, financial development, urbanisation and electricity consumption nexus in UAE," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 30(1), pages 527-549, January.
    14. Mahalik, Mantu Kumar & Babu, M. Suresh & Loganathan, Nanthakumar & Shahbaz, Muhammad, 2017. "Does financial development intensify energy consumption in Saudi Arabia?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 1022-1034.
    15. Hussain Ali Bekhet & Nor Hamisham Harun, 2017. "Elasticity and Causality among Electricity Generation from Renewable Energy and Its Determinants in Malaysia," International Journal of Energy Economics and Policy, Econjournals, vol. 7(2), pages 202-216.
    16. Smyth, Russell & Narayan, Paresh Kumar, 2015. "Applied econometrics and implications for energy economics research," Energy Economics, Elsevier, vol. 50(C), pages 351-358.
    17. Kwadwo Boateng Prempeh, 2023. "The impact of financial development on renewable energy consumption: new insights from Ghana," Future Business Journal, Springer, vol. 9(1), pages 1-13, December.
    18. Ghazouani, tarek, 2018. "Re-examining the Foreign direct investment, Renewable energy consumption and Economic growth nexus: Evidence from a new Bootstrap ARDL test for Cointegration," MPRA Paper 89975, University Library of Munich, Germany.
    19. Eléazar Zerbo, 2017. "Energy consumption and economic growth in Sub-Saharan African countries: Further evidence," Economics Bulletin, AccessEcon, vol. 37(3), pages 1720-1744.
    20. Sudeshna Ghosh, 2019. "Environmental Pollution, Income Inequality, and Household Energy Consumption: Evidence from the United Kingdom," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 10(02), pages 1-31, June.

    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:energy:v:239:y:2022:i:pa:s0360544221021538. 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.journals.elsevier.com/energy .

    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.