Siti Ayu Jalil, Azzahrah Juraimi


One of the most crucial environmental and economic issue was the rising trend of carbon dioxide emission that leads to climate change. Malaysia is one of the highest contributors of carbon dioxide emission relative to its neighbouring countries in Southeast Asia. The inability to curb the upward trend will harm the environment and cause a threat to public health. Using a time series data from 1980 until 2017, this study investigates the long run equilibrium relationship between socioeconomic factors namely economic growth, energy consumption, renewable energy consumption and population with carbon dioxide emission in Malaysia. The findings showed that there is a long run cointegrating relationship between the socioeconomic factors and carbon dioxide emission in Malaysia. Whereas, the Granger causality indicates that there exists a bidirectional causality running from energy consumption to CO2 emission and a unidirectional causality running from CO2 emission towards population, but there is no causality link between economic growth and renewable energy consumption with CO2 emission. Since any activities of these variables could influence the level of CO2 emission, apparently the key recommendation for Malaysia is to adopt the use of renewable energy.


Economic Growth, Energy Consumption, Renewable Energy Consumption, Population, Carbon Dioxide Emission

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Alam, M. M., Murad, M. W., Noman, A. H. M., & Ozturk, I. (2016). Relationships among carbon emissions, economic growth, energy consumption and population growth: Testing Environmental Kuznets Curve hypothesis for Brazil, China, India and Indonesia. Ecological Indicators.

Apergis, N., Payne, J. E., Menyah, K., & Wolde-Rufael, Y. (2010). On the causal dynamics between emissions, nuclear energy, renewable energy, and economic growth. Ecological Economics.

Asumadu-Sarkodie, S., & Owusu, P. A. (2016). Carbon dioxide emissions, GDP, energy use, and population growth: a multivariate and causality analysis for Ghana, 1971–2013. Environmental Science and Pollution Research.

Chertow, M. R. (2000). The IPAT Equation and Its Variants. Journal of Industrial Ecology.

Chertow, M. R. (2001). The IPAT equation and its variants: Changing views of technology and environmental impact. In Journal of Industrial Ecology (Vol. 4, Issue 4, pp. 13–29).

Ehrlich, P. R. (2014). Human impact: The ethics of I=PAT. Ethics in Science and Environmental Politics.

Eusoff, N. S. (2019). Malaysia sets new goal of 20% clean energy generation by 2030. The Edge Markets.

Farhani, S., Chaibi, A., & Rault, C. (2014). CO2 emissions, output, energy consumption, and trade in Tunisia. Economic Modelling.

Kasman, A., & Duman, Y. S. (2015). CO2 emissions, economic growth, energy consumption, trade and urbanization in new EU member and candidate countries: A panel data analysis. Economic Modelling.

Lütkepohl, H., Saikkonen, P., & Trenkler, C. (2002). Maximum eigenvalue versus trace tests for the cointegrating rank of a VAR process. The Econometrics Journal, 4(2), 287–310.

Ozturk, I., & Uddin, G. S. (2012). Causality among carbon emissions, energy consumption and growth in India. In Ekonomska Istrazivanja.

Pao, H. T., & Tsai, C. M. (2011). Multivariate Granger causality between CO2 emissions, energy consumption, FDI (foreign direct investment) and GDP (gross domestic product): Evidence from a panel of BRIC (Brazil, Russian Federation, India, and China) countries. Energy.

Rahman, M. M. (2017). Do population density, economic growth, energy use and exports adversely affect environmental quality in Asian populous countries? In Renewable and Sustainable Energy Reviews.

Saboori, B., & Sulaiman, J. (2013). CO2 emissions, energy consumption and economic growth in association of Southeast Asian Nations (ASEAN) countries: A cointegration approach. Energy.

Tan, C. C., & Tan, S. (2018). Energy consumption, Co2emissions and economic growth: A causality analysis for Malaysian industrial sector. International Journal of Energy Economics and Policy.

Vijayavenkataraman, S., Iniyan, S., & Goic, R. (2012). A review of climate change, mitigation and adaptation. In Renewable and Sustainable Energy Reviews.

Wang, S., Li, Q., Fang, C., & Zhou, C. (2016). The relationship between economic growth, energy consumption, and CO2 emissions: Empirical evidence from China. Science of the Total Environment.



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