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Role of renewable energy and globalization on ecological footprint in the USA: implications for environmental sustainability

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Abstract

The role of renewable energy and globalization on ecological footprint is investigated in the USA by controlling for the effects of financial development and real output using quarterly data from 1985:Q1 to 2014:Q4. We apply the minimum Lagrange multiplier unit root test, multiple structural break cointegration test, and autoregressive distributed lag (ARDL) estimation approach. The empirical evidence suggests that, in the long run, renewable energy and real output exert negative pressure on ecological footprint while financial development and globalization exert positive pressure on ecological footprint. The short-run results indicate that renewable energy, financial development, real output, and globalization are positively linked to ecological footprint. The vector error correction model Granger causality results, in the long run, divulge that ecological footprint, consumption of renewable energy, real output, and globalization Granger-cause financial development while ecological footprint, renewable energy, financial development, and globalization Granger-cause real output. The results also show that, in the short run, renewable energy and globalization cause ecological footprint and real output causes renewable energy, while renewable energy causes globalization. The finding also reveals that the causality between real output and globalization, as well as globalization and financial development, is bidirectional. Therefore, our findings provide insights for policymakers to consider consumption of renewable energy as a surest way to mitigate carbon dioxide emissions.

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  1. With respect to the Paris Agreement of 2015, readers can visit the following site: https://unfccc.int/process/conferences/pastconferences/paris-climate-change-conference-november-2015/paris-agreement.

References

  • Ahmed K, Bhattacharya M, Qazi AQ, Long W (2016) Energy consumption in China and underlying factors in a changing landscape: empirical evidence since the reform period. Renew Sust Energ Rev 58:224–234

    Google Scholar 

  • Al-Mulali U, Saboori B, Ozturk I (2015) Investigating the environmental Kuznets curve hypothesis in Vietnam. Energy Policy 76:123–131

    Google Scholar 

  • Alola AA, Bekun FV, Sarkodie SA (2019a) Dynamic impact of trade policy, economic growth, fertility rate, renewable and non-renewable energy consumption on ecological footprint in Europe. Sci Total Environ 685:702–709

    CAS  Google Scholar 

  • Alola AA, Saint Akadiri S, Akadiri AC, Alola UV, Fatigun AS (2019b) Cooling and heating degree days in the US: the role of macroeconomic variables and its impact on environmental sustainability. Sci Total Environ 695:133832

    CAS  Google Scholar 

  • Alola AA, Alola UV, Saint Akadiri S (2019c) Renewable energy consumption in Coastline Mediterranean countries: impact of environmental degradation and housing policy. Environ Sci Pollut Res 26(25):25789–25801

    CAS  Google Scholar 

  • Alper A, Oguz O (2016) The role of renewable energy consumption in economic growth: evidence from asymmetric causality. Renew Sust Energ Rev 60:953–959

    Google Scholar 

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

    Google Scholar 

  • Ben Jebli M, Ben Youssef S (2015) The environmental Kuznets curve, economic growth, renewable and non-renewable energy, and trade in Tunisia. Renew Sust Energ Rev 47:173–185

    Google Scholar 

  • Ben Jebli M, Ben Youssef S (2017) Renewable energy consumption and agriculture: evidence for cointegration and Granger causality for Tunisian economy. Int J Sustain Dev World Ecol 24(2):149–158

    Google Scholar 

  • Bloomberg, UNEP, FS-UNEP Collaborating Centre (2019) Value of investments in renewable energy in the U.S. from 2004 to 2018 (in billion U.S. dollars) [Graph]. In Statista. Retrieved December 23, 2019, from https://www.statista.com/statistics/186818/north-american-investment-in-sustainable-energy-since-2004/

  • Bosello F, Roson R, Tol RS (2007) Economy-wide estimates of the implications of climate change: sea level rise. Environ Resour Econ 37(3):549–571

    Google Scholar 

  • Charfeddine L (2017) The impact of energy consumption and economic development on ecological footprint and CO2 emissions: evidence from a Markov switching equilibrium correction model. Energy Econ 65:355–374

    Google Scholar 

  • Christmann P, Taylor G (2001) Globalization and the environment: determinants of firm selfregulation in China. J Int Bus Stud 32:439–458

    Google Scholar 

  • Dauvergne C (2008) Making people illegal: what globalization means for migration and law. Cambridge University Press

  • Dean J (2002) Does trade liberalization harm the environment? A new test. Can J Econ 35(4):819–842

    Google Scholar 

  • Destek MA, Sarkodie SA (2019) Investigation of environmental Kuznets curve for ecological footprint: the role of energy and financial development. Sci Total Environ 650:2483–2489

    CAS  Google Scholar 

  • Destek MA, Sinha A (2020) Renewable, non-renewable energy consumption, economic growth, trade openness and ecological footprint: evidence from organisation for economic co-operation and development countries. J Clean Prod 242:118537

    Google Scholar 

  • Dogan E, Inglesi-Lotz R (2020) The impact of economic structure to the environmental Kuznets curve (EKC) hypothesis: evidence from European countries. Environ Sci Pollut Res:1–8

  • Dogan E, Seker F (2016) The influence of real output, renewable and non-renewable energy, trade and financial development on carbon emissions in the top renewable energy countries. Renew Sust Energ Rev 60:1074–1085

    Google Scholar 

  • Dogan E, Turkekul B (2016) CO2 emissions, real output, energy consumption, trade, urbanization and financial development: testing the EKC hypothesis for the USA. Environ Sci Pollut Res 23(2):1203–1213

    Google Scholar 

  • Dogan E, Taspinar N, Gokmenoglu KK (2019) Determinants of ecological footprint in MINT countries. Energy Environ 30(6):1065–1086

    Google Scholar 

  • Dreher A (2006) Does globalization affect growth? Evidence from a new index of globalization. Appl Econ 38:1091–1110

    Google Scholar 

  • Du L, Wei C, Cai S (2012) China economic review economic development and carbon dioxide emissions in China: provincial panel data analysis. China Econ Rev 23:371–384. https://doi.org/10.1016/j.chieco.2012.02.004

    Article  Google Scholar 

  • Energy International Agency (EIA) (2018) https://www.eia.gov/energyexplained/index.php?page=about_home. Accessed 3 Dec 2019

  • Eren BM, Taspinar N, Gokmenoglu KK (2019) The impact of financial development and economic growth on renewable energy consumption: empirical analysis of India. Sci Total Environ 663:189–197

    CAS  Google Scholar 

  • Gbetibouo GA, Hassan RM (2005) Measuring the economic impact of climate change on major South African field crops: a Ricardian approach. Glob Planet Chang 47(2–4):143–152

    Google Scholar 

  • Germanwatch (2019). Largest producers of territorial fossil fuel CO2 emissions worldwide in 2018, based on their share of global CO2 emissions [Graph]. In Statista. Retrieved December 23, 2019, from https://www.statista.com/statistics/271748/the-largest-emitters-of-co2-in-the-world

  • Gökmenoğlu K, Taspinar N (2016) The relationship between CO2 emissions, energy consumption, economic growth, and FDI: the case of Turkey. The Journal of International Trade & Economic Development 25(5):706–723

    Google Scholar 

  • Gössling S, Hansson CB, Hörstmeier O, Saggel S (2002) Ecological footprint analysis as a tool to assess tourism sustainability. Ecol Econ 43(2–3):199–211

    Google Scholar 

  • Granger CWJ (1969) Investigating causal relations by econometric models and cross-spectral methods. Econometrica 37:424–438

    Google Scholar 

  • Hoegh-Guldberg O, Bruno JF (2010) The impact of climate change on the world’s marine ecosystems. Science 328(5985):1523–1528

    CAS  Google Scholar 

  • Hu H, Xie N, Fang D, Zhang X (2018) The role of renewable energy consumption and commercial services trade in carbon dioxide reduction: evidence from 25 developing countries. Appl Energy 211:1229–1244

    Google Scholar 

  • Ike GN, Usman O, Alola AA, Sarkodie SA (2020a) Environmental quality effects of income, energy prices and trade: the role of renewable energy consumption in G-7 countries. Sci Total Environ 721:137813

    CAS  Google Scholar 

  • Ike GN, Usman O, Sarkodie SA (2020b) Fiscal policy and CO2 emissions from heterogeneous fuel sources in Thailand: evidence from multiple structural breaks cointegration test. Sci Total Environ 702:134711

    CAS  Google Scholar 

  • Intergovernmental Panel on Climate Change (IPCC) (2017) https://www.ipcc.ch/.

  • Kaltenegger O, Löschel A, Pothen F (2017) The effect of globalisation on energy footprints: disentangling the links of global value chains. Energy Econ 68:148–168

    Google Scholar 

  • Katircioglu ST, Katircioglu S (2018) Testing the role of urban development in conventional environmental Kuznets curve: evidence from Turkey. Appl Econ Lett 25:741–746

    Google Scholar 

  • Kripfganz S, Schneider DC (2019) Response surface regressions for critical value bounds and approximate p values in equilibrium correction models (No. 1901).

  • Lee KH, Min B (2014) Globalization and carbon constrained global economy: a fad or a trend? J Asia Pac Bus 15:105–121

    Google Scholar 

  • Lee J, Strazicich MC (2013) Minimum LM unit root test with one structural break. Econ Bull 33(4):2483–2492

    Google Scholar 

  • Ling CH, Ahmed K, Muhamad RB, Shahbaz M (2015) Decomposing the trade environment nexus for Malaysia: what do the technique, scale, composition, and comparative advantage effect indicate? Environ Sci Pollut Res 22:20131–20142

  • Magani S (2004) Trade liberalization and the environment: carbon dioxide for 1960–1999. Econ Bull 17:1–5

    Google Scholar 

  • Maki D (2012) Tests for cointegration allowing for an unknown number of breaks. Econ Model 29(5):2011–2015

  • Mbarek MB, Saidi K, Feki R (2016) How effective are renewable energy in addition of economic growth and curbing CO2 emissions in the long run? A panel data analysis for four Mediterranean countries. J Knowl Econ:1–13

  • McAusland C (2008) Trade, politics, and the environment: tailpipe vs. smokestack. J Environ Econ Manag 55(1):52–71

    Google Scholar 

  • Mesagan EP, Isola WA, Ajide KB (2018) The capital investment channel of environmental improvement: evidence from BRICS. Environ Dev Sustain:1–22

  • Molua EL (2007) The economic impact of climate change on agriculture in Cameroon. World Bank Policy Research Working Paper Series

  • Morton JF (2007) The impact of climate change on smallholder and subsistence agriculture. Proc Natl Acad Sci 104(50):19,680–19,685

    CAS  Google Scholar 

  • Moutinho V, Madaleno M, Inglesi-Lotz R, Dogan E (2018) Factors affecting CO2 emissions in top countries on renewable energies: a LMDI decomposition application. Renew Sust Energ Rev 90:605–622

    Google Scholar 

  • Ozturk I, Al-Mulali U, Saboori B (2016) Investigating the environmental Kuznets curve hypothesis: the role of tourism and ecological footprint. Environ Sci Pollut Res 23(2):1916–1928

    Google Scholar 

  • Papadimitriou V (2004) Prospective primary teachers’ understanding of climate change, greenhouse effect, and ozone layer depletion. J Sci Educ Technol 13(2):299–307

    CAS  Google Scholar 

  • Paramati SR, Sinha A, Dogan E (2017) The significance of renewable energy use for economic output and environmental protection: evidence from the Next 11 developing economies. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-017-8985-6

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

    Google Scholar 

  • Rafindadi AA, Mika’Ilu AS (2019) Sustainable energy consumption and capital formation: empirical evidence from the developed financial market of the United Kingdom. Sustain Energy Technol Assess 35:265–277

    Google Scholar 

  • Rafindadi AA, Usman O (2019) Globalization, energy use, and environmental degradation in South Africa: startling empirical evidence from the Maki-cointegration test. J Environ Manag 244:265–275

    Google Scholar 

  • Rafindadi AA, Muye IM, Kaita RA (2018) The effects of FDI and energy consumption on environmental pollution in predominantly resource-based economies of the GCC. Sustainable Energy Technologies and Assessments 25:126–137

    Google Scholar 

  • Rosenzweig C, Parry ML (1994) Potential impact of climate change on world food supply. Nature 367(6459):133

    Google Scholar 

  • Saint Akadiri S, Alola AA, Olasehinde-Williams G, Etokakpan MU (2019a) The role of electricity consumption, globalization and economic growth in carbon dioxide emissions and its implications for environmental sustainability targets. Sci Total Environ 134:653

    Google Scholar 

  • Saint Akadiri S, Alkawfi MM, Uğural S, Akadiri AC (2019b) Towards achieving environmental sustainability target in Italy. The role of energy, real income and globalization. Sci Total Environ 671:1293–1301

    Google Scholar 

  • Sarkodie SA, Strezov V (2018) Empirical study of the environmental Kuznets curve and environmental sustainability curve hypothesis for Australia, China, Ghana and USA. J Clean Prod 201:98–110

    Google Scholar 

  • Saud S, Chen S, Haseeb A (2019) The role of financial development and globalization in the environment: accounting ecological footprint indicators for selected one-belt-one-road initiative countries. J Clean Prod 119:518

    Google Scholar 

  • Shahbaz M, Dube S, Ozturk I, Jalil A (2015) Testing the environmental Kuznets curve hypothesis in Portugal. Int J Energy Econ Policy 5(2):475–481

    Google Scholar 

  • Shahbaz M, Khan S, Ali A, Bhattacharya M (2017a) The impact of globalization on CO2 emissions in China. Singap Econ Rev 62(4):929–957

    Google Scholar 

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

    Google Scholar 

  • Shin S (2004) Economic globalization and the environment in China: a comparative case study of Shenyang and Dalian. J Environ Dev 13:263–294

    Google Scholar 

  • Tol, R. S. (2010). The economic impact of climate change. Perspektiven der Wirtschaftspolitik, 11(Supplement), 13–37.

  • Topcu M, Tugcu CT (2019) The impact of renewable energy consumption on income inequality: evidence from developed countries. Renew Energy

  • Usman O, Iorember PT, Olanipekun IO (2019) Revisiting the environmental Kuznets curve (EKC) hypothesis in India: the effects of energy consumption and democracy. Environ Sci Pollut Res 26(13):13,390–13,400

    Google Scholar 

  • Usman O, Alola AA, Sarkodie SA (2020a) Assessment of the role of renewable energy consumption and trade policy on environmental degradation using innovation accounting: Evidence from the US. Renew Energy 150:266–277

    Google Scholar 

  • Usman O, Olanipekun IO, Iorember PT, Abu-Goodman M (2020b) Modelling environmental degradation in South Africa: the effects of energy consumption, democracy, and globalization using innovation accounting tests. Environ Sci Pollut Res 27:8334–8349

    Google Scholar 

  • Xu Z, Baloch MA, Danish A, Meng F, Zhang J, Mahmood Z (2018) Nexus between financial development and CO2 emissions in Saudi Arabia: analyzing the role of globalization. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-018-2876-3

  • Zafar MW, Zaidi SAH, Sinha A, Gedikli A, Hou F (2019a) The role of stock market and banking sector development, and renewable energy consumption in carbon emissions: insights from G-7 and N-11 countries. Res Policy 62:427–436

    Google Scholar 

  • Zafar MW, Zaidi SAH, Khan NR, Mirza FM, Hou F, Kirmani SAA (2019b) The impact of natural resources, human capital, and foreign direct investment on the ecological footprint: the case of the United States. Res Policy 63:101,428

    Google Scholar 

  • Zhang YJ (2011) The impact of financial development on carbon emissions: an empirical analysis in China. Energy Policy 39(4):2197–2203

    Google Scholar 

  • Zhang B, Wang B, Wang Z (2017) Role of renewable energy and non-renewable energy consumption on EKC: evidence from Pakistan. J Clean Prod 156:855–864

    Google Scholar 

  • Zoundi Z (2017) CO2 emissions, renewable energy and the Environmental Kuznets Curve, a panel cointegration approach. Renew Sust Energ Rev 72:1067–1075

    CAS  Google Scholar 

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Correspondence to Ojonugwa Usman.

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Usman, O., Akadiri, S.S. & Adeshola, I. Role of renewable energy and globalization on ecological footprint in the USA: implications for environmental sustainability. Environ Sci Pollut Res 27, 30681–30693 (2020). https://doi.org/10.1007/s11356-020-09170-9

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