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Does globalization affect the green economy and environment? The relationship between energy consumption, carbon dioxide emissions, and economic growth

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Abstract

This study analyzes the relationship between globalization, energy consumption, and economic growth among selected South Asian countries to promote the green economy and environment. This study also finds causal association between energy growth and nexus of CO2 emissions and employed the premises of the EKC framework. The study used annual time series analysis, starting from 1985 to 2019. The data set has been collected from the World Development Indicator (WDI). The result of a fully modified ordinary least square (FMOLS) method describes a significantly worse quality environment in the South Asian region. The individual country as Bangladesh shows a positively significant impact on the CO2 emissions and destroys the level of environment regarding non-renewable energy and globalization index. However, negative and positive growth levels (GDP) and square of GDP confirm the EKC hypothesis in this region. This study has identified the causality between GDP growth and carbon emission and found bidirectional causality between economic growth and energy use.

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The data is available on request from corresponding author.

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References

  • Acaravci A, Ozturk I (2010) On the relationship between energy consumption, CO2 emissions and economic growth in Europe. Energy 35:5412–5420

    Article  Google Scholar 

  • Ahmed K, Bhattacharya M, Shaikh Z, Ramzan M, Ozturk I (2017a) Emission intensive growth and trade in the era of the Association of Southeast Asian Nations (ASEAN) integration: an empirical investigation from ASEAN-8. J Clean Prod 154:530–540

    Article  Google Scholar 

  • Ahmed K, Rehman U, Mujeeb., Ozturk, I. (2017b) What drives carbon dioxide emissions in the long-run? Evidence from selected South Asian Countries. Renew Sust Energ Rev 70:1142–1153

    Article  CAS  Google Scholar 

  • Al-Mulali U, Solarin SA, Ozturk I (2016) Investigating the presence of the environmental Kuznets curve (EKC) hypothesis in Kenya: an autoregressive distributed lag (ARDL) approach. Nat Hazards 80(3):1729–1747

    Article  Google Scholar 

  • Ang JB (2007) CO2 emissions, energy consumption, and output in France. Energy Policy 35:4772–4778

    Article  Google Scholar 

  • Ang JB (2008) Economic development, pollutant emissions and energy consumption in Malaysia. J Policy Model 30(2):271–278

    Article  Google Scholar 

  • Anser MK, Shabbir MS, Tabash MI, Shah SHA, Ahmad M, Peng MYP, & Lopez LB (2021). Do renewable energy sources improve clean environmental-economic growth? Empirical investigation from South Asian economies. Energy Explor Exploitation 01445987211002278.

  • Apergis N, Ozturk I (2015) Testing environmental Kuznets curve hypothesis in Asian countries. Ecol Indic 52:16–22

    Article  Google Scholar 

  • Apergis N, Payne JE (2009) CO2 emissions, energy usage, and output in Central America. Energy Policy 37:3282–3286

    Article  Google Scholar 

  • Arif A, Sadiq M, Shabbir MS, Yahya G, Zamir A, & Bares Lopez L (2020). The role of globalization in financial development, trade openness and sustainable environmental-economic growth: evidence from selected South Asian economies. J Sustain Finance Invest 1-18.

  • Breitung J (2000) The local power of some unit root tests for panel data, advances in econometrics, non-stationary panels, panel cointegration, and dynamic panels, 15th edn. JAI Press, Amsterdam, pp 161–178

    Book  Google Scholar 

  • Dickey D, Fuller W (1981) Likelihood ratio statistics for autoregressive time series with a unit root. Econometrica 49(4):1057–1072

    Article  Google Scholar 

  • Dinda S (2004) Environmental Kuznets curve hypothesis: a survey. Ecol Econ 49:431–455

    Article  Google Scholar 

  • Dumitrescu EI, Hurlin C (2012) Testing for Granger non-causality in heterogeneous panels. Econ Model 29(4):1450–1460

    Article  Google Scholar 

  • Ejaz S, Amir H, Shabbir MS (2017) Public expenditure and its impact on economic growth: a case of Pakistan. Kashmir Econ Rev 26(1)

  • Grossman GM, Krueger AB (1991) Environmental impacts of a North American free-trade agreement. National bureau of economics research working paper, No 3194, 57th edn. NBER, Cambridge

    Google Scholar 

  • Hadri K (2000) Testing for stationarity in heterogeneous panel data. Econ J 3:148–161

    Google Scholar 

  • Halicioglu F (2009) An econometric study of CO2 emissions, energy consumption, income and foreign trade in Turkey. Energy Policy 37(3):1156–1164

    Article  Google Scholar 

  • Hanif I, Gago-de-Santos P (2016) The importance of population control and macroeconomic stability to reducing environmental degradation: an empirical test of the environmental Kuznets curve for developing countries. Environ Dev 23:1–9

    Article  Google Scholar 

  • IEA, (International Energy Agency) (2015). Statistics, CO2 emissions from fuel combustion-highlights, available at: https://www.iea.org/publications/freepublications/publication/ CO2 EmissionsFromFuelCombustionHighlights2015.pdf.

  • Im KS, Pesaran MH, Shin Y (2003) Testing for unit roots in heterogeneous panels. J Econ 115(53):74

    Google Scholar 

  • Jalil A, Mahmud SF (2009) Environment Kuznets curve for CO2 emissions: a cointegration analysis for China. Energy Policy 37(12):5167–5172

    Article  Google Scholar 

  • Jaunky VC (2011) The CO2 emissions-income nexus: evidence from rich countries. Energy Policy 39:1228–1240

    Article  CAS  Google Scholar 

  • Jebli MB, Youssef SB, Ozturk I (2016) Testing environmental Kuznets curve hypothesis: the role of renewable and non-renewable energy consumption and trade in OECD countries. Ecol Indic 60:824–831

    Article  Google Scholar 

  • Kao C (1999) Spurious regression and residual-based tests for cointegration in panel data.  J Econom 90(1):1-44

  • Karki SK, Mann MD, Salehfar H (2005) Energy and environment in the ASEAN: challenges and opportunities. Energy Policy 33:499–509

    Article  Google Scholar 

  • Keho Y (2017) Revisiting the income, energy consumption and carbon emissions nexus: new evidence from quantile regression for different country groups. Int J Energy Econ Policy 7(3):356–363

    Google Scholar 

  • Le TH, Quah E (2017). Income level and the emissions, energy, and growth nexus: evidence from Asia and the Pacific. Int Econ 1–13.

  • Lee K, Oh W (2006) Analysis of CO2 emissions in APEC countries: a time-series and a cross-sectional decomposition using the log mean Divisia method. Energy Policy 34:2779–2787

    Article  Google Scholar 

  • Li Q, Cherian J, Shabbir MS, Sial MS, Li J, Mester I, Badulescu A (2021) Exploring the relationship between renewable energy sources and economic growth. The case of SAARC countries. Energies 14(3):520

    Article  Google Scholar 

  • Lise W (2006) Decomposition of CO2 emissions over 1980–2003 in Turkey. Energy Policy 34(14):1841–1852. https://doi.org/10.1016/j.enpol.2004.12.021

    Article  Google Scholar 

  • Liu J, Dietz T, Carpenter S, Alberti M, Folke C (2007) Complexity of coupled human and natural systems. Science 317:1513–1516

    Article  CAS  Google Scholar 

  • Liu X, Zhang S, Bae J (2017) The impact of renewable energy and agriculture on carbon dioxide emissions: investigating the environmental Kuznets curve in four selected ASEAN countries. J Clean Prod 164:1239–1247

    Article  Google Scholar 

  • Liu Y, Saleem S, Shabbir R, Shabbir MS, Irshad A, Khan S (2020) The relationship between corporate social responsibility and financial performance: a moderate role of fintech technology. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-020-11822-9

  • Malla S (2009) CO2 emissions from electricity generation in seven Asia-Pacific and North American countries: a decomposition analysis. Energy Policy 21:1–9

    Article  Google Scholar 

  • Mensah JT (2014) Carbon emissions, energy consumption and output: a threshold analysis on the causal dynamics in emerging African economies. Energy Policy 70:172–182

    Article  CAS  Google Scholar 

  • Muhammad I, Shabbir MS, Saleem S, Bilal K, Ulucak R (2020) Nexus between willingness to pay for renewable energy sources: evidence from Turkey. Environ Sci Pollut Res 28(3):2972–2986 1-15

    Article  Google Scholar 

  • Narayan PK, Narayan S (2010) Carbon dioxide emissions and economic growth: panel data evidence from developing countries. Energy Policy 38:661–666

    Article  Google Scholar 

  • Nasreen S, Anwar S, Ozturk I (2017) Financial stability, energy consumption and environmental quality: evidence from South Asian economies. Renew Sust Energ Rev 67:1105–1122

    Article  CAS  Google Scholar 

  • Nassani AA, Aldakhil AM, Abro MMQ, Zaman K (2017) Environmental Kuznets curve among BRICS countries: spot lightening finance, transport, energy and growth factors. J Clean Prod 154:474–487

    Article  Google Scholar 

  • Nguyen VK, Shabbir MS, Sail MS, Thuy TH (2020) Does informal economy impede economic growth? Evidence from an emerging economy. J Sustain Finance Invest. https://doi.org/10.1080/20430795.2020.1711501

  • Niu S, Ding Y, Niu Y, Li Y, Luo G (2011) Economic growth, energy conservation and emissions reduction: a comparative analysis based on panel data for 8 Asian-Pacific countries. Energy Policy 39:2121–2131

    Article  CAS  Google Scholar 

  • Ozturk I, Acaravci A (2013) The long-run and causal analysis of energy, growth, openness and financial development on carbon emissions in Turkey. Energy Econ 36:262–267

    Article  Google Scholar 

  • Panayotou, T. (1993). Empirical tests and policy analysis of environmental degradation at different stages of economic development. World Employment Programme Research, Working Paper WEP 2-22/WP238. International Labor Office, Geneva.

  • Pedroni P (2004) Panel cointegration: asymptotic and finite sample properties of pooled time series tests with an application to the PPP hypothesis: new results. Econ Theory 20:597–627

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Rahman MM (2020) Environmental degradation: the role of electricity consumption, economic growth and globalisation. J Environ Manag 253:109742

    Article  Google Scholar 

  • Robalino-López A, Mena-Nieto A, García-Ramos JE, Glope AA (2014) Studying the relationship between economic growth, CO2 emissions, and the environmental Kuznets curve in Venezuela (1980–2025). Renew Sust Energ Rev 41:602–614

    Article  Google Scholar 

  • Robalino-López A, Mena-Nieto Á, García-Ramos JE, Golpe AA (2015) Studying the relationship between economic growth, CO2 emissions, and the environmental Kuznets curve in Venezuela (1980–2025). Renew Sust Energ Rev 41:602–614

    Article  Google Scholar 

  • Saboori B, Sulaiman J (2013a) Environmental degradation, economic growth and energy consumption: evidence of the environmental Kuznets curve in Malaysia. Energy Policy 60:892–905

    Article  Google Scholar 

  • Saboori B, Sulaiman J (2013b) CO2 emissions, energy consumption and economic growth in the Association of South-East Asian Nations (ASEAN) countries: a cointegration approach. Energy 55:813–822

    Article  Google Scholar 

  • Sadorsky P (2010) The impact of financial development on energy consumption in emerging economies. Energy Policy 38:2528–2535

    Article  Google Scholar 

  • Saleem H, Khan MB, Shabbir MS (2019a) The role of financial development, energy demand, and technological change in environmental sustainability agenda: evidence from selected Asian countries. Environ Sci Pollut Res 27:5266–5280 1-15

    Article  Google Scholar 

  • Saleem H, Shahzad M, Khan MB, Khilji BA (2019b) Innovation, total factor productivity and economic growth in Pakistan: a policy perspective. J Econ Struct 8(1):7

    Article  Google Scholar 

  • Selden TM, Song D (1994) Environmental quality and development: is there a Kuznets curve for air pollution emissions? J Environ Econ Manag 27:147–162

    Article  Google Scholar 

  • Shabbir M (2017) Women on corporate boards and firm performance, Results from Italian Companies. Am Based Res J 6(9):218

    Google Scholar 

  • Shabbir MS, Muhammad I (2019) The dynamic impact of foreign portfolio investment on stock prices in Pakistan. Transnatl Corp Rev 11(2):166–178

    Google Scholar 

  • Shabbir MS, Wisdom O (2020) The relationship between corporate social responsibility, environmental investments and financial performance: evidence from manufacturing companies. Environ Sci Pollut Res 27:1–12. https://doi.org/10.1007/s11356-020-10217-0

    Article  Google Scholar 

  • Shabbir MS, Aslam E, Irshad A, Bilal K, Aziz S, Abbasi BA, Zia S (2020) Nexus between corporate social responsibility and financial and non-financial sectors’ performance: a non-linear and disaggregated approach. Environ Sci Pollut Res 27:39164–39179. https://doi.org/10.1007/s11356-020-09972-x

    Article  Google Scholar 

  • Shahbaz M, Mutascu MP, Azim P (2013a) Environmental Kuznets curve in Romania and the role of energy consumption. Renew Sust Energ Rev 18:165–173

    Article  Google Scholar 

  • Shahbaz M, Ozturk I, Afza T, Ali A (2013b) Revisiting the environmental Kuznets curve in a global economy. Renew Sust Energ Rev 25:494–502

    Article  Google Scholar 

  • Shahbaz M, Solarin SA, Mahmood H, Arouri M (2013c) Does financial development reduce CO2 emissions in Malaysian economy? A time series analysis. Econ Model 35:145–152

    Article  Google Scholar 

  • Shahbaz M, Solarin SA, Ozturk I (2016) Environmental Kuznets curve hypothesis and the role of globalization in selected African countries. Ecol Indic 67:623–636

    Article  Google Scholar 

  • Shahbaz M, Khan S, Ali A, Bhattacharya M (2017a) The impact of globalization on CO2 emissions in China. Singap Econ Rev 62(04):929–957

    Article  Google Scholar 

  • Shahbaz M, Shahzad SJH, Kumar M (2017b) Is globalization detrimental to CO2 emissions in Japan? New threshold analysis. Environ Model Assess 23:557–568

    Article  Google Scholar 

  • Shahbaz M, Hoang THV, Mahalik MK, Roubaud D (2017c) Energy consumption, financial development and economic growth in India: new evidence from a nonlinear and asymmetric analysis. Energy Econ 63(3):199–212

    Article  Google Scholar 

  • Soytas U, Sari R (2009) Energy consumption, economic growth, and carbon emissions: challenges faced by an EU candidate member. Ecol Econ 68(6):1667–1675

    Article  Google Scholar 

  • Soytas U, Sari R, Ewing BT (2007) Energy consumption, income, and carbon emissions in the United States. Ecol Econ 62:482–489

    Article  Google Scholar 

  • Stern DI (2004) The rise and fall of the environmental Kuznets curve. World Dev 32(8):1419–1439

    Article  Google Scholar 

  • Tao S, Zheng T, Lianjun T (2008) An empirical test of the environmental Kuznets curve in China: a panel co-integration approach. China Econ Rev 19:381–392

    Article  Google Scholar 

  • Tugcu CT, Ozturk I, Aslan A (2012) Renewable and non-renewable energy consumption and economic growth relationship revisited: evidence from G7 countries. Energy Econ 34:1942–1950

    Article  Google Scholar 

  • Uddin GA, Salahuddin M, Alam K, Gow J (2017) Ecological footprint and real income: panel data evidence from the 27 highest emitting countries. Ecol Indic 77:166–175

    Article  Google Scholar 

  • Velthuijsen JW, Worrell E (2002) The economics of energy. In: Van den Bergh JCJM (ed) Handbook of Environmental and Resource Economics. Edward Elgar, Cheltenham

    Google Scholar 

  • Wang Y, Chen L, Kubota J (2016) The relationship between urbanization, energy use and carbon emissions: evidence from a panel of Association of Southeast Asian Nations (ASEAN) countries. J Clean Prod 112:1368–1374

    Article  Google Scholar 

  • Yihdego Y, Webb JA (2010) Characterizing groundwater dynamics using transfer function-noise and auto-regressive modelling in Western Victoria, Australia. In: Proceedings of the 5th IASME/WSEAS international conference on Water Resources, Hydraulics and Hydrology (WHH ’10), February 2010. University of Cambridge, Cambridge ISBN: 978-960-474-160-1 (ISSN: 1790-5095)

    Google Scholar 

  • Yikun Z, Gul A, Saleem S, Shabbir MS, Bilal K, & Abbasi HM (2021). The relationship between renewable energy sources and sustainable economic growth: evidence from SAARC countries. Environ Sci Pollut Res 1-10.

  • Yu S, Sial MS, Shabbir MS, Moiz M, Wan P & Cherian J (2020). Does higher population matter for labour market? Evidence from rapid migration in Canada. Econ Res-Ekonomska Istraživanja, 1-18.

  • Zaleski P (2001) Energy and geopolitical issues. In: Rao DB, Harshyita D (eds) Energy Security. Discovery Publishing House, New Delhi

    Google Scholar 

  • Zeshan M, Ahmed V (2013) Energy, environment and growth nexus in South Asia. Environ Dev Sustain 15:1465–1475

    Article  Google Scholar 

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Dr Khalid has completed the data analysis part, Mr. Usman completed the “Introduction” section, Dr Danish completed the “Literature review” section, Mr Malik Shahzad wrote the “Methodology” section, Dr Sharif interpreted the data analysis section, Dr Tabash wrote the conclusion, and Miss Lydia Bares wrote abstract parts and format the paper as per journal requirements.

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Correspondence to Malik Shahzad Shabbir.

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The original online version of this article was revised: The correct presentation of the 6th Author name is shown in this paper.

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Fig. 1
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Impulse response function

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Anser, M.K., Usman, M., Godil, D.I. et al. Does globalization affect the green economy and environment? The relationship between energy consumption, carbon dioxide emissions, and economic growth. Environ Sci Pollut Res 28, 51105–51118 (2021). https://doi.org/10.1007/s11356-021-14243-4

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