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Malaysia's economic growth, consumption of oil, industry and CO2 emissions: evidence from the ARDL model

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Abstract

The leading cause of global climate change and warming is greenhouse gas emissions. In developing economic activities, energy plays an important role, and human activities are responsible for climate change, carbon dioxide (CO2) emissions adverse impacts on the environment. This study investigates carbon dioxide emissions from liquid fuel consumption on CO2 emissions rather than total energy consumption. Carbon dioxide (CO2) emissions have a causal relationship of CO2 emissions from liquid fuel consumption (CO2L), industry (IND), economic growth (GDP), and trade openness (TR). The ARDL bound method incorporates the structure break and Granger causality method to measure the long-run and short-run cointegration relationship between the variables based on annual data from 1971 to 2016 Malaysia. Both the augmented Dickey-Fuller and Phillips-Perron analysis also supported exploring the study variables' stationarity. The long-run forecasts indicate that CO2L, IND, TR, and GDP are significantly related to CO2 emissions. The error correction term (ECT) value was -0.952, revealing that CO2 emissions diverged from a short-run to long-run equilibrium by 95.2% each year. Furthermore, the Granger causality test shows bidirectional causality between trade openness and CO2L. A unidirectional causality runs from the trade openness to industry at a 1% level form. The current study aims to find out the relationship between carbon dioxide emissions, economic growth, energy consumption, and trade in Malaysia to fill this scientific gap. Based on this study's results, the government needs effective policies and initiatives to identify Malaysia's ecological issues. It is also essential to determine the basic target of Malaysia's consumption of liquid fuel and its environmental mitigation policies.

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References

  • Ali S, Liu Y, Nazir A, Ishaq M, Khan S, Shah T (2020) Does technical progress mitigate climate effect on crops yield in Pakistan? J Anim Plant Sci 30(3):663–676

    CAS  Google Scholar 

  • Alshehry AS, Belloumi M (2015) Energy consumption, carbon dioxide emissions and economic growth: the case of Saudi Arabia. Renew Sustain Energy Rev 41:237–247

    Article  Google Scholar 

  • Anatasia V (2015) The causal relationship between GDP, exports, energy consumption, and CO 2 in Thailand and Malaysia. Int J Econ Perspect 9(4):37–48

    Google Scholar 

  • Attari MIJ, Hussain M, Javid AY (2016) Carbon emissions and industrial growth: an ARDL analysis for Pakistan. Int J Energy Sector Manage

  • Aye GC, Edoja PE (2017) Effect of economic growth on CO2 emission in developing countries: evidence from a dynamic panel threshold model. Cogent Econ Finance 5(1):1379239

    Article  Google Scholar 

  • Balcilar M, Ozdemir ZA, Ozdemir H, Shahbaz M (2018). Carbon dioxide emissions, energy consumption and economic growth: the historical decomposition evidence from G-7 countries. Work Pap

  • Balsalobre-Lorente D, Shahbaz M, Roubaud D, Farhani S (2018) How economic growth, renewable electricity and natural resources contribute to CO2 emissions? Energy Policy 113:356–367

    Article  Google Scholar 

  • Banerjee A, Dolado J, Mestre R (1998) Error-correction mechanism tests for cointegration in a single-equation framework. J Time Ser Anal 19(3):267–283

    Article  Google Scholar 

  • Begawan BS (1978) Bandar Seri Begawan. Southeast Asian Arch 10:99

    Google Scholar 

  • Begum RA, Raihan A, Said MNM (2020) Dynamic impacts of economic growth and forested area on carbon dioxide emissions in Malaysia. Sustainability 12(22):9375

    Article  CAS  Google Scholar 

  • Bekun FV, Emir F, Sarkodie SA (2019) Another look at the relationship between energy consumption, carbon dioxide emissions, and economic growth in South Africa. Sci Total Environ 655:759–765

    Article  CAS  Google Scholar 

  • Bello MO, Solarin SA, Yen YY (2018) The impact of electricity consumption on CO2 emission, carbon footprint, water footprint and ecological footprint: the role of hydropower in an emerging economy. J Environ Manage 219:218–230

    Article  Google Scholar 

  • Brown RL, Durbin J, Evans JM (1975) Techniques for testing the constancy of regression relationships over time. J Roy Stat Soc: Ser B (Methodol) 37(2):149–163

    Google Scholar 

  • Cassarino TG, Sharp E, Barrett M (2018) The impact of social and weather drivers on the historical electricity demand in Europe. Appl Energy 229:176–185

    Article  Google Scholar 

  • Change, I. C. (2014). Mitigation of climate change. In: Contribution of working group III to the fifth assessment report of the intergovernmental panel on climate change, 1454.

  • Cherni A, Jouini SE (2017) An ARDL approach to the CO2 emissions, renewable energy and economic growth nexus: Tunisian evidence. Int J Hydrogen Energy 42(48):29056–29066

    Article  CAS  Google Scholar 

  • Daily C (2014) Malaysia becomes China’s 3rd largest trade partner in Asia. China Daily 21:2014–2001

    Google Scholar 

  • Dong B, Xu Y, Fan X (2020) How to achieve a win-win situation between economic growth and carbon emission reduction: empirical evidence from the perspective of industrial structure upgrading. Environ Sci Pollut Res 27(35):43829–43844

    Article  CAS  Google Scholar 

  • Etokakpan MU, Solarin SA, Yorucu V, Bekun FV, Sarkodie SA (2020) Modeling natural gas consumption, capital formation, globalization, CO2 emissions and economic growth nexus in Malaysia: Fresh evidence from combined cointegration and causality analysis. Energ Strat Rev 31:100526

    Article  Google Scholar 

  • Farhani S, Ozturk I (2015) Causal relationship between CO 2 emissions, real GDP, energy consumption, financial development, trade openness, and urbanization in Tunisia. Environ Sci Pollut Res 22(20):15663–15676

    Article  CAS  Google Scholar 

  • Farhani S, Chaibi A, Rault C (2014) CO2 emissions, output, energy consumption, and trade in Tunisia. Econ Model 38:426–434

    Article  Google Scholar 

  • Granger CW (1988) Some recent development in a concept of causality. J Econom 39(1–2):199–211

    Article  Google Scholar 

  • Huang Y, Li H, Campbell KA, Han Z (2011) Defending false data injection attack on smart grid network using adaptive CUSUM test. Paper presented at the 2011 45th annual conference on information sciences and systems.

  • Khairani NS, Kasim ES, Rajamanoharan ID, Misman FN (2017) Critical success factors of green supply chain management: case evidence of a Malaysian automotive manufacturer. Asia-Pacific Manage Account J 12(2):105–127

    Google Scholar 

  • Khan MTI, Ali Q, Ashfaq M (2018) The nexus between greenhouse gas emission, electricity production, renewable energy and agriculture in Pakistan. Renew Energy 118:437–451

    Article  Google Scholar 

  • Khan MK, Teng J-Z, Khan MI (2019) Effect of energy consumption and economic growth on carbon dioxide emissions in Pakistan with dynamic ARDL simulations approach. Environ Sci Pollut Res 26(23):23480–23490

    Article  Google Scholar 

  • Khan MK, Khan MI, Rehan M (2020) The relationship between energy consumption, economic growth and carbon dioxide emissions in Pakistan. Financ Innov 6(1):1–13

    Article  CAS  Google Scholar 

  • Kılavuz E, Doğan İ (2020) Economic growth, openness, industry and CO2 modelling: are regulatory policies important in Turkish economies? Int J Low-Carbon Technol. 1–12

  • Koondhar MA, Qiu L, Li H, Liu W, He G (2018) A nexus between air pollution, energy consumption and growth of economy: a comparative study between the USA and China-based on the ARDL bound testing approach. Agric Econ 64(6):265–276

    Google Scholar 

  • Li D, Yang D (2016) Does non-fossil energy usage lower CO2 emissions? Empirical evidence from China. Sustainability 8(9):874

    Article  Google Scholar 

  • Liu J, Li Z, Dong C, Sriboonchitta S (2019) The impact of economic growth, energy consumption and trade openness on carbon emissions: an empirical analysis in China. In Paper presented at the International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making

  • Mohamed SE (2020) Energy consumption, CO2 emissions and economic growth nexus in Oman: evidence from ARDL approach to cointegration and causality analysis. Eur J Soc Sci 60(2):67–78

    Google Scholar 

  • Munir K, Riaz N (2019) Energy consumption and environmental quality in South Asia: evidence from panel non-linear ARDL. Environ Sci Pollut Res 26(28):29307–29315

    Article  CAS  Google Scholar 

  • Musibau, H. O., Shittu, W. O., & Ogunlana, F. O. (2020). The relationship between environmental degradation, energy use and economic growth in Nigeria: new evidence from non-linear ARDL. Int J Energy Sector Manag

  • Narayan PK (2005) The saving and investment nexus for China: evidence from cointegration tests. Appl Econ 37(17):1979–1990

    Article  Google Scholar 

  • Pata UK (2018) The effect of urbanization and industrialization on carbon emissions in Turkey: evidence from ARDL bounds testing procedure. Environ Sci Pollut Res 25(8):7740–7747

    Article  CAS  Google Scholar 

  • Pesaran MH, Pesaran B (1997) Microfit 4.0: Interactive econometric analysis. Oxford University Press, Oxford

    Google Scholar 

  • Pesaran M, Shin Y (1995) An autoregressive distributed lag modeling approach to cointegration analysis’. In: Strom S, Holly A, Diamond P (eds) Centennial Volume of Rangar Frisch. Cambridge University Press, Cambridge

    Google Scholar 

  • Pesaran M, Shin Y, Smith R (1999) Bounds testing approaches to the analysis of long run relationships. Edinburgh school of economics. Retrieved from

  • Pesaran MH, Shin Y, Smith RJ (2001) Bounds testing approaches to the analysis of level relationships. J Appl Economet 16(3):289–326

    Article  Google Scholar 

  • Rauf A, Zhang J, Li J, Amin W (2018) Structural changes, energy consumption and carbon emissions in China: empirical evidence from ARDL bound testing model. Struct Chang Econ Dyn 47:194–206

    Article  Google Scholar 

  • Rehman A, Rauf A, Ahmad M, Chandio AA, Deyuan Z (2019) The effect of carbon dioxide emission and the consumption of electrical energy, fossil fuel energy, and renewable energy, on economic performance: evidence from Pakistan. Environ Sci Pollut Res 26(21):21760–21773

    Article  CAS  Google Scholar 

  • Saboori B, Rasoulinezhad E, Sung J (2017) The nexus of oil consumption, CO 2 emissions and economic growth in China, Japan and South Korea. Environ Sci Pollut Res 24(8):7436–7455

    Article  CAS  Google Scholar 

  • Sanderson K (2015) March of the synthesis machines. Nature Publishing Group, Berlin

  • Saudi MHM (2019) The role of renewable, non-renewable energy consumption and technology innovation in testing environmental Kuznets curve in Malaysia. 2018 Int J Ener Econ Policy 9(1):299–307

  • Shafie SM, Mahlia TMI, Masjuki HH, Andriyana A (2011) Current energy usage and sustainable energy in Malaysia: a review. Renew Sustain Energy Rev 15(9):4370–4377

    Article  Google Scholar 

  • Shahbaz M, Zeshan M, Afza T (2012) Is energy consumption effective to spur economic growth in Pakistan? New evidence from bounds test to level relationships and Granger causality tests. Econ Model 29(6):2310–2319

    Article  Google Scholar 

  • Shahbaz M, Nasreen S, Ahmed K, Hammoudeh S (2017) Trade openness–carbon emissions nexus: the importance of turning points of trade openness for country panels. Energy Econ 61:221–232

    Article  Google Scholar 

  • Solarin SA, Shahbaz M (2015) Natural gas consumption and economic growth: the role of foreign direct investment, capital formation and trade openness in Malaysia. Renew Sustain Energy Rev 42:835–845

    Article  Google Scholar 

  • Stern DI (2004) Economic growth and energy. Encyclopedia of Energy 2(00147):35–51

    Article  Google Scholar 

  • Stocker, T. F., Qin, D., Plattner, G.-K., Tignor, M., Allen, S. K., Boschung, J et al (2013). Climate Change 2013. The Physical Science Basis. Working group I contribution to the fifth assessment report of the intergovernmental panel on climate change-abstract for decision-makers; changements climatiques 2013. Les elements scientifiques. Contribution du groupe de travail I au cinquieme rapport d'evaluation du groupe d'experts intergouvernemental sur l'evolution du CLIMAT-Resume a l'intention des decideurs.

  • Sun H, Attuquaye Clottey S, Geng Y, Fang K, Amissah CK, J. (2019) Trade openness and carbon emissions: evidence from belt and road countries. Sustainability 11(9):2682

    Article  Google Scholar 

  • Wasti SKA, Zaidi SW (2020) An empirical investigation between CO2 emission, energy consumption, trade liberalization and economic growth: a case of Kuwait. J Build Eng 28:101104

    Article  Google Scholar 

  • Yinan, Z. (2015). China, Malaysia target $160 b trade volume. China Daily. https://www.chinadaily.com.cn/sunday/2014-06/01/content_17556275.htm

  • Zhang X-P, Cheng X-M (2009) Energy consumption, carbon emissions, and economic growth in China. Ecol Econ 68(10):2706–2712

    Article  Google Scholar 

  • Zhao X, Zhang X, Li N, Shao S, Geng Y (2017) Decoupling economic growth from carbon dioxide emissions in China: a sectoral factor decomposition analysis. J Clean Prod 142:3500–3516

    Article  CAS  Google Scholar 

  • Zubair AO, Samad A-RA, Dankumo AM (2020) Does gross domestic income, trade integration, FDI inflows, GDP, and capital reduces CO2 emissions? An empirical evidence from Nigeria. Curr Res Environ Sustain 2:100009

    Article  Google Scholar 

Download references

Acknowledgement

This research was funded by the National Natural Science Foundation of China with Grant Nos. 71771129.

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Correspondence to B. Aslam.

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Editorial responsibility: Shahid Hussain.

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Aslam, B., Hu, J., Ali, S. et al. Malaysia's economic growth, consumption of oil, industry and CO2 emissions: evidence from the ARDL model. Int. J. Environ. Sci. Technol. 19, 3189–3200 (2022). https://doi.org/10.1007/s13762-021-03279-1

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  • DOI: https://doi.org/10.1007/s13762-021-03279-1

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