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The impact of energy efficiency in reducing environmental degradation: does renewable energy and forest resources matter?

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Abstract

The vast utilisation of energy sources in promoting economic growth has been identified as the major cause of environmental degradation (through carbon emission). Therefore, the efficient utilisation of energy ensuring the minimisation of any wastages is vital in reducing environmental degradation. The current research aims to investigate the importance of energy efficiency, forest resources, and renewable energy in reducing environmental degradation. The major novelty of the research is that it seeks to investigate the impact of forest resources and energy efficiency on carbon emissions. Literature shows that there is still a dearth on the association of forest resources and energy efficiency, with carbon emissions. We employ data of the European Union countries for the time frame ranging from 1990 to 2020. The CS-ARDL technique depicts that raising GDP by 1% raises carbon emissions by 5.62% in the short run and 2.93% in the long run, raising renewable energy by 1 unit reduces carbon emissions by 0.098 and 0.03 units in the short and long run, respectively, whilst raising energy efficiency by 1% reduces carbon emissions by 6.29% and 3.29% in the short and long run, respectively. The Fixed Effect and Random Effect tools support the outcomes of the CS-ARDL tool on the negative effect of renewable energy and energy efficiency, and the positive effect of GDP on carbon emissions, and also depict that raising non-renewable energy by a single unit raises carbon emissions by 0.07 and 0.08 units, respectively. Forest resources, in this present research, do not significantly impact the emissions of carbon amongst the European nations.

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Data availability

The data used in this paper is secondary data and was retrieved from the World Bank, https://data.worldbank.org/ and https://data.oecd.org.

References

  • Abbas S, Kousar S, Pervaiz A (2021) Effects of energy consumption and ecological footprint on CO2 emissions: empirical evidence from Pakistan. Environ Dev Sustain 23(9):13364–13381

    Article  Google Scholar 

  • Abid M, Gheraia Z, Abdelli H (2022) Does renewable energy consumption affect ecological footprints in Saudi Arabia? A bootstrap causality test. Renew Energy 189:813–821

    Article  Google Scholar 

  • Adebayo TS (2022) Renewable energy consumption and environmental sustainability in Canada: does political stability make a difference? Environ Sci Pollut Res 29(40):61307–61322

    Article  Google Scholar 

  • Adom PK, Agradi M, Vezzulli A (2021) Energy efficiency-economic growth nexus: what is the role of income inequality? J Clean Prod 310:127382

    Article  Google Scholar 

  • Akadiri SS, Adebayo TS (2022) Asymmetric nexus among financial globalization, non-renewable energy, renewable energy use, economic growth, and carbon emissions: impact on environmental sustainability targets in India. Environ Sci Pollut Res 29(11):16311–16323

    Article  Google Scholar 

  • Akbar MW, Yuelan P, Zia Z, Arshad MI (2022) Role of fiscal policy in energy efficiency and CO2 emission nexus: an investigation of belt and road region. J Public Aff 22(4):e2603

    Article  Google Scholar 

  • Akram R, Chen F, Khalid F, Ye Z, Majeed MT (2020) Heterogeneous effects of energy efficiency and renewable energy on carbon emissions: evidence from developing countries. J Clean Prod 247:119122

    Article  Google Scholar 

  • Akram R, Umar M, Xiaoli G, Chen F (2022) Dynamic linkages between energy efficiency, renewable energy along with economic growth and carbon emission. A case of MINT countries an asymmetric analysis. Energy Rep 8:2119–2130

    Article  Google Scholar 

  • Alam S, Fatima A, Butt MS (2007) Sustainable development in Pakistan in the context of energy consumption demand and environmental degradation. J Asian Econ 18(5):825–837

    Article  Google Scholar 

  • Ali K, Jianguo D, Kirikkaleli D (2022) Modeling the natural resources and financial inclusion on ecological footprint: the role of economic governance institutions. Evidence from ECOWAS economies. Resour Policy 79:103115

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Al-Mulali U, Solarin SA, Sheau-Ting L, Ozturk I (2016) Does moving towards renewable energy cause water and land inefficiency? An empirical investigation. Energy Policy 93:303–314

    Article  Google Scholar 

  • Amer EAAA, Meyad EMA, Gao Y, Niu X, Chen N, Xu H, Zhang D (2022) Exploring the link between natural resources, urbanization, human capital, and ecological footprint: a case of GCC countries. Ecol Indic 144:109556

    Article  Google Scholar 

  • Ansari MA (2022) Re-visiting the environmental Kuznets curve for ASEAN: a comparison between ecological footprint and carbon dioxide emissions. Renew Sust Energ Rev 168:112867

    Article  CAS  Google Scholar 

  • Apergis N, Jebli MB, Youssef SB (2018) Does renewable energy consumption and health expenditures decrease carbon dioxide emissions? Evidence for sub-Saharan Africa countries. Renew Energy 127:1011–1016

    Article  Google Scholar 

  • Apergis N, Payne JE (2010) Renewable energy consumption and growth in Eurasia. Energy Econ 32(6):1392–1397

    Article  Google Scholar 

  • Apergis N, Payne JE, Menyah K, Wolde-Rufael Y (2010) On the causal dynamics between emissions, nuclear energy, renewable energy, and economic growth. Ecol Econ 69(11):2255–2260

    Article  Google Scholar 

  • Arouri MEH, Youssef AB, M'henni, H., & Rault, C. (2012) Energy consumption, economic growth and CO2 emissions in Middle East and North African countries. Energy policy 45:342–349

    Article  Google Scholar 

  • Asif M, Bashir S, Khan S (2021) Impact of non-renewable and renewable energy consumption on economic growth: evidence from income and regional groups of countries. Environ Sci Pollut Res 28(29):38764–38773

    Article  Google Scholar 

  • Bakhsh K, Akmal T, Ahmad T, Abbas Q (2022) Investigating the nexus among sulfur dioxide emission, energy consumption, and economic growth: empirical evidence from Pakistan. Environ Sci Pollut Res 29(5):7214–7224

    Article  Google Scholar 

  • Balsalobre-Lorente D, Leitão NC (2020) The role of tourism, trade, renewable energy use and carbon dioxide emissions on economic growth: evidence of tourism-led growth hypothesis in EU-28. Environ Sci Pollut Res 27(36):45883–45896

    Article  CAS  Google Scholar 

  • 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 

  • Banga C, Deka A, Kilic H, Ozturen A, Ozdeser H (2022) The role of clean energy in the development of sustainable tourism: does renewable energy use help mitigate environmental pollution? A panel data analysis. Environ Sci Pollut Res 29(39):59363–59373

    Article  Google Scholar 

  • Banga C, Deka A, Ringim SH, Mustapha AS, Özdeşer H, Kilic H (2023) The nexus between tourism development, environmental quality and economic growth. Does renewable energy help in achieving carbon neutrality goal? Int J Energy Sect Manag

  • Bayar Y, Gavriletea MD (2019) Energy efficiency, renewable energy, economic growth: evidence from emerging market economies. Qual Quant 53:2221–2234

    Article  Google Scholar 

  • Belaid F, Youssef M (2017) Environmental degradation, renewable and non-renewable electricity consumption, and economic growth: assessing the evidence from Algeria. Energy Policy 102:277–287

    Article  Google Scholar 

  • Bhat JA (2018) Renewable and non-renewable energy consumption—impact on economic growth and CO2 emissions in five emerging market economies. Environ Sci Pollut Res 25(35):35515–35530

    Article  CAS  Google Scholar 

  • Bilgili F, Koçak E, Bulut U (2016) The dynamic impact of renewable energy consumption on CO2 emissions: a revisited environmental Kuznets curve approach. Renew Sustain Energy Rev 54:838–845

    Article  Google Scholar 

  • Bölük G, Mert M (2014) Fossil & renewable energy consumption, GHGs (greenhouse gases) and economic growth: evidence from a panel of EU (European Union) countries. Energy 74:439–446

    Article  Google Scholar 

  • Boukhelkhal A (2022) Energy use, economic growth and CO2 emissions in Africa: does the environmental Kuznets curve hypothesis exist? New evidence from heterogeneous panel under cross-sectional dependence. Environ Dev Sustain 24(11):13083–13110

    Article  Google Scholar 

  • Brady GL, Magazzino C (2018) The relationship among renewable energy, economic growth, labor and capital formation in Italy. Rivista di Studi sulla Sostenibilità 1:35-48. https://doi.org/10.3280/RISS2018-001005

  • Chang CC, A. (2010) Multivariate causality test of carbon dioxide emissions, energy consumption and economic growth in China. Appl Energy 87:3533–3537. https://doi.org/10.1016/j.apenergy.2010.05.004

    Article  CAS  Google Scholar 

  • Chiu CL, Chang TH (2009) What proportion of renewable energy supplies is needed to initially mitigate CO2 emissions in OECD member countries? Renew Sustain Energy Rev 13(6-7):1669–1674

    Article  CAS  Google Scholar 

  • Deka A, Dube S (2021) Analyzing the causal relationship between exchange rate, renewable energy and inflation of Mexico (1990–2019) with ARDL bounds test approach. Renewable Energy Focus 37:78–83. https://doi.org/10.1016/j.ref.2021.04.001

    Article  Google Scholar 

  • Deka A, Cavusoglu B, Dube S (2022) Does renewable energy use enhance exchange rate appreciation and stable rate of inflation? Environ Sci Pollut Res 29(10):14185–14194. https://doi.org/10.1007/s11356-021-16758-2

    Article  Google Scholar 

  • Deka A, Cavusoglu B, Dube S, Rukani S, Kadir MO (2023a) Examining the effect of renewable energy on exchange rate in the emerging economies with dynamic ARDL bounds test approach. Renewable Energy Focus. https://doi.org/10.1016/j.ref.2023.01.003

  • Deka A, Ozdeser H, Seraj M (2023b) The effect of GDP, renewable energy and total energy supply on carbon emissions in the EU-27: new evidence from panel GMM. Environ Sci Pollut Res 30(10):28206–28216

    Article  CAS  Google Scholar 

  • Dogan E, Ozturk I (2017) The influence of renewable and non-renewable energy consumption and real income on CO2 emissions in the USA: evidence from structural break tests. Environ Sci Pollut Res 24(11):10846–10854

    Article  Google Scholar 

  • Dogan E, Seker F, Bulbul S (2017) Investigating the impacts of energy consumption, real GDP, tourism and trade on CO2 emissions by accounting for cross-sectional dependence: a panel study of OECD countries. Curr Issue Tour 20(16):1701–1719

    Article  Google Scholar 

  • Espa I, Holzer K (2018) Negotiating 21st century rules on energy: what is at stake for the European Union, the United States and the BRICS? J World Invest Trade 19(3):415–443

    Article  Google Scholar 

  • Farhani S, Shahbaz M (2014) What role of renewable and non-renewable electricity consumption and output is needed to initially mitigate CO2 emissions in MENA region? Renew Sustain Energy Rev 40:80–90

    Article  Google Scholar 

  • Gorus MS, Aydin M (2019) The relationship between energy consumption, economic growth, and CO2 emission in MENA countries: causality analysis in the frequency domain. Energy 168:815–822

    Article  Google Scholar 

  • Hassan T, Song H, Khan Y, Kirikkaleli D (2022) Energy efficiency a source of low carbon energy sources? Evidence from 16 high-income OECD economies. Energy 243:123063

    Article  Google Scholar 

  • Hue T, Chateau O, Lecellier G, Marin C, Coulombier N, Le Dean L, Dumas P (2022) Impact of near-future ocean warming and acidification on the larval development of coral-eating starfish Acanthaster cf. solaris after parental exposure. J Exp Mar Biol Ecol 548:151685

    Article  Google Scholar 

  • Hussain M, Javaid MI, Drake PR (2012) An econometric study of carbon dioxide (CO2) emissions, energy consumption, and economic growth of Pakistan. Int J Energy Sect Manag

  • Jardón A, Kuik O, Tol RS (2017) Economic growth and carbon dioxide emissions: an analysis of Latin America and the Caribbean. Atmósfera 30(2):87–100

    Article  Google Scholar 

  • Jebli MB, Youssef SB (2017) The role of renewable energy and agriculture in reducing CO2 emissions: evidence for North Africa countries. Ecol Indic 74:295–301

    Article  Google Scholar 

  • Kahia M, Ben Jebli M, Belloumi M (2019) Analysis of the impact of renewable energy consumption and economic growth on carbon dioxide emissions in 12 MENA countries. Clean Techn Environ Policy 21(4):871–885

    Article  CAS  Google Scholar 

  • Kasman A, Duman YS (2015) CO2 emissions, economic growth, energy consumption, trade and urbanization in new EU member and candidate countries: a panel data analysis. Econ Model 44:97–103

    Article  Google Scholar 

  • Khan I, Tan D, Hassan ST (2022) Role of alternative and nuclear energy in stimulating environmental sustainability: impact of government expenditures. Environ Sci Pollut Res 29(25):37894–37905

    Article  Google Scholar 

  • Khan Z, Malik MY, Latif K, Jiao Z (2020) Heterogeneous effect of eco-innovation and human capital on renewable & non-renewable energy consumption: disaggregate analysis for G-7 countries. Energy 209:118405

    Article  Google Scholar 

  • Khan Z, Sisi Z, Siqun Y (2019) Environmental regulations an option: asymmetry effect of environmental regulations on carbon emissions using non-linear ARDL. Energy Sources Part A 41(2):137–155

    Article  CAS  Google Scholar 

  • Li J, Colombier M (2009) Managing carbon emissions in China through building energy efficiency. J Environ Manage 90(8):2436–2447

    Article  CAS  Google Scholar 

  • Lins C, Murdock HE (2015) The impact of renewable energy technologies on global energy efficiency. UN Chron 52(3):14–16

    Article  Google Scholar 

  • Liobikienė G, Butkus M (2017) Environmental Kuznets curve of greenhouse gas emissions including technological progress and substitution effects. Energy 135:237–248

    Article  Google Scholar 

  • Ma Q, Murshed M, Khan Z (2021) The nexuses between energy investments, technological innovations, emission taxes, and carbon emissions in China. Energy Policy 155:112345

    Article  CAS  Google Scholar 

  • Magazzino C (2017) Renewable energy consumption-economic growth nexus in Italy. Int J Energy Econ Policy 7(6):119–127

    Google Scholar 

  • Magazzino C, Mele M, Morelli G (2021) The relationship between renewable energy and economic growth in a time of COVID-19: a machine learning experiment on the Brazilian economy. Sustainability 13(3):1285

    Article  Google Scholar 

  • Mahapatra B, Irfan M (2021) Asymmetric impacts of energy efficiency on carbon emissions: a comparative analysis between developed and developing economies. Energy 227:120485

    Article  Google Scholar 

  • Majeed MT, Luni T (2019) Renewable energy, water, and environmental degradation: a global panel data approach. Pakistan J Commerce Soc Sci (PJCSS) 13(3):749–778

    Google Scholar 

  • Majeed MT, Mazhar M (2019) Financial development and ecological footprint: a global panel data analysis. Pakistan J Commerce Soc Sci 13(2):487–514

    Google Scholar 

  • Mathiesen BV, Lund H, Karlsson K (2011) 100% renewable energy systems, climate mitigation and economic growth. Appl Energy 88(2):488–501

    Article  Google Scholar 

  • Mohsin M, Naseem S, Sarfraz M, Azam T (2022) Assessing the effects of fuel energy consumption, foreign direct investment and GDP on CO2 emission: new data science evidence from Europe & Central Asia. Fuel 314:123098

    Article  CAS  Google Scholar 

  • Muhammad FL, Saad NM (2018) A review of energy efficiency on carbon dioxide emission in Malaysia. Glob Bus Manag Res 10(3):1064

  • Özbuğday FC, Erbas BC (2015) How effective are energy efficiency and renewable energy in curbing CO2 emissions in the long run? A heterogeneous panel data analysis. Energy 82:734–745

    Article  Google Scholar 

  • Ozokcu S, Ozdemir O (2017) Economic growth, energy, and environmental Kuznets curve. Renew Sustain Energy Rev 72:639–647

    Article  Google Scholar 

  • Pesaran MH, Shin Y, Smith RP (1999) Pooled mean group estimation of dynamic heterogeneous panels. J Am Stat Assoc 94(446):621–634

    Article  Google Scholar 

  • Pesaran MH (2015) Testing weak cross-sectional dependence in large panels. Econ Rev 34(6-10):1089–1117

    Article  Google Scholar 

  • 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 

  • Pesaran, M. H., Shin, Y., & Smith, R. P. (1997). Pooled estimation of long-run relationships in dynamic heterogeneous panels.

    Google Scholar 

  • Ponce P, Khan SAR (2021) A causal link between renewable energy, energy efficiency, property rights, and CO2 emissions in developed countries: a road map for environmental sustainability. Environ Sci Pollut Res 28(28):37804–37817

    Article  CAS  Google Scholar 

  • Rahman MM, Mamun SAK (2016) Energy use, international trade and economic growth nexus in Australia: new evidence from an extended growth model. Renew Sust Energ Rev 64:806–816

    Article  Google Scholar 

  • Razzaq A, Sharif A, Najmi A, Tseng ML, Lim MK (2021) Dynamic and causality interrelationships from municipal solid waste recycling to economic growth, carbon emissions and energy efficiency using a novel bootstrapping autoregressive distributed lag. Resour Conserv Recycl 166:105372

    Article  Google Scholar 

  • Sadorsky P (2012) Energy consumption, output and trade in South America. Energy Econ 34(2):476–488

    Article  Google Scholar 

  • Safi A, Chen Y, Wahab S, Ali S, Yi X, Imran M (2021) Financial instability and consumption-based carbon emission in E-7 countries: the role of trade and economic growth. Sustain Prod Consum 27:383–391. https://doi.org/10.1016/j.spc.2020.10.034

    Article  Google Scholar 

  • Shafiei S, Salim RA (2014) Non-renewable and renewable energy consumption and CO2 emissions in OECD countries: a comparative analysis. Energy policy 66:547–556

    Article  CAS  Google Scholar 

  • Shan S, Genç SY, Kamran HW, Dinca G (2021) Role of green technology innovation and renewable energy in carbon neutrality: a sustainable investigation from Turkey. J. Environ Manag 294:113004

    Article  CAS  Google Scholar 

  • Sharif A, Meo MS, Chowdhury MAF, Sohag K (2021) Role of solar energy in reducing ecological footprints: an empirical analysis. J Clean Prod 292:126028

    Article  Google Scholar 

  • Sohag K, Chukavina K, Samargandi N (2021) Renewable energy and total factor productivity in OECD member countries. J Clean Prod 296:126499

    Article  Google Scholar 

  • Sugiawan Y, Managi S (2016) The environmental Kuznets curve in Indonesia: exploring the potential of renewable energy. Energy Policy 98:187–198

    Article  Google Scholar 

  • Sulaiman J, Azman A, Saboori B (2013) The potential of renewable energy: using the environmental Kuznets curve model. Am. J Environ Sci 9(2):103–112

    Article  CAS  Google Scholar 

  • Wahab S, Zhang X, Safi A, Wahab Z, Amin M (2020) Does energy productivity and technological innovation limit trade-adjusted carbon emissions? Instructions 34:1896–1912

    Google Scholar 

  • Wang Q, Chiu YH, Chiu CR (2015) Driving factors behind carbon dioxide emissions in China: a modified production-theoretical decomposition analysis. Energy Econ 51:252–260

    Article  Google Scholar 

  • Watts N, Amann M, Arnell N, Ayeb-Karlsson S, Beagley J, Belesova K et al (2021) The 2020 report of the lancet countdown on health and climate change: responding to converging crises. Lancet 397(10269):129–170

    Article  Google Scholar 

  • Zakari A, Khan I, Tan D, Alvarado R, Dagar V (2022) Energy efficiency and sustainable development goals (SDGs). Energy 239:122365

    Article  Google Scholar 

  • Zoundi Z (2017) CO2 emissions, renewable energy and the environmental Kuznets curve, a panel cointegration approach. Renew Sustain Energy Rev 72:1067–1075

    Article  CAS  Google Scholar 

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A. D.: writing — original draft, methodology, data curation, software, editing, investigation. S. Y.: writing introduction and literature review. M. S.: conceptualisation, visualisation. H. O.: supervision.

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Correspondence to Abraham Deka.

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Deka, A., Bako, S.Y., Ozdeser, H. et al. The impact of energy efficiency in reducing environmental degradation: does renewable energy and forest resources matter?. Environ Sci Pollut Res 30, 86957–86972 (2023). https://doi.org/10.1007/s11356-023-28434-8

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