Abstract
Developing countries have depleted their natural resources in economic interest to achieve high economic growth. Current urbanization patterns and energy consumption and natural resource extraction are largely unsustainable. In this background, this paper investigates the impact of natural resources rent, energy resources consumption, and tax revenue on carbon emissions for developing countries. The study employed data for 48 developing countries from 1990 to 2020. We used second-generation methods for empirical analysis that control heterogeneity and cross-sectional dependence in the data. The advanced panel data estimates of CS-ARDL provide reliable outcomes by addressing these panel data econometric issues. The study results revealed that natural resources or natural resources rent in their exploitation accelerates carbon emission. Similarly, energy resources excessive consumption and economic growth are highly carbon-intensive for these countries and lead to environmental degradation. In contrast, tax revenue and education stabilized the environmental quality of the study interest. Besides this, to analyze the directional association among variables, the study applied DH causality test, which indicates a bidirectional link between tax revenues and emissions, energy resources and emissions, and income and CO2 emissions. Based on the finding, the study suggests some policy implications to limit the extraction of natural resources and abate carbon emissions by establishing appropriate strategies and imposing environmental charges.
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Abbasi KR, Hussain K, Redulescu M, Ozturk I (2021) Does natural resources depletion and economic growth achieve the carbon neutrality target of the UK? A way forward towards sustainable development. Resour Policy 74:102341. https://doi.org/10.1016/j.resourpol.2021.102341
Adebayo TS, Saint AS, Adedapo AT, Usman N (2022) Does interaction between technological innovation and natural resource rent impact environmental degradation in newly industrialized countries? New evidence from method of moments quantile regression. Environ Sci Pollut Res 29:3162–3169. https://doi.org/10.1007/s11356-021-17631-y
Adedoyin FF, Bekun FV, Alola AA (2020) Growth impact of transition from non-renewable to renewable energy in the EU: The role of research and development expenditure. Renew Energy 159:1139–1145. https://doi.org/10.1016/j.renene.2020.06.015
Adjei KP, Hamdiyah A, George A (2020) Effect of natural resources extraction on energy consumption and carbon dioxide emission in Ghana. Int J Energy Sect Manag 14:20–39. https://doi.org/10.1108/IJESM-09-2018-0003
Afshan S, Yaqoob T (2022) The potency of eco-innovation, natural resource and financial development on ecological footprint: a quantile-ARDL-based evidence from China. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-022-19471-w
Ali A, Audi M, Roussel Y (2021) Natural resources depletion, renewable energy consumption and environmental degradation: A comparative analysis of developed and developing world. Int J Energy Econ Policy 11:251–260. https://doi.org/10.32479/ijeep.11008
Anser MK, Usman M, Godil DI et al (2021) 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. https://doi.org/10.1007/s11356-021-14243-4
Awosusi AA, Mata MN, Ahmed Z et al (2022) How do renewable energy, economic growth and natural resources rent affect environmental sustainability in a globalized economy ? Front Energy Res 9:1–13. https://doi.org/10.3389/fenrg.2021.739721
Aydin M (2019) Renewable and non-renewable electricity consumption–economic growth nexus: evidence from OECD countries. Renew Energy 136:599–606. https://doi.org/10.1016/j.renene.2019.01.008
Bai J, Kao C (2006) On the estimation and inference of a panel cointegration model with cross-sectional dependence. Elsevier
Bai J, Kao C, Ng S (2009) Panel cointegration with global stochastic trends. J Econom 149:82–99. https://doi.org/10.1016/j.jeconom.2008.10.012
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. https://doi.org/10.1016/j.enpol.2017.10.050
Balsalobre-Lorente D, Sinha A, Driha OM, Mubarik MS (2021) Assessing the impacts of ageing and natural resource extraction on carbon emissions: a proposed policy framework for European economies. J Clean Prod 296:126470. https://doi.org/10.1016/j.jclepro.2021.126470
Bano S, Zhao Y, Ahmad A et al (2018) Identifying the impacts of human capital on carbon emissions in Pakistan. J Clean Prod. https://doi.org/10.1016/j.jclepro.2018.02.008
Chopra R, Magazzino C, Shah MI et al (2022) The role of renewable energy and natural resources for sustainable agriculture in ASEAN countries: do carbon emissions and deforestation affect agriculture productivity? Resour Policy 76:102578. https://doi.org/10.1016/j.resourpol.2022.102578
Chudik A, Pesaran MH (2015) Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors. J Econom 188:393–420. https://doi.org/10.1016/j.jeconom.2015.03.007
De Hoyos RE, Sarafidis V (2006) Testing for cross-sectional dependence in panel-data models. Stata J 6:482
Doğan B, Chu LK, Ghosh S et al (2022) How environmental taxes and carbon emissions are related in the G7 economies? Renew Energy 187:645–656. https://doi.org/10.1016/j.renene.2022.01.077
Dong K, Hochman G, Timilsina GR (2020) Do drivers of CO2 emission growth alter overtime and by the stage of economic development? Energy Policy 140:111420. https://doi.org/10.1016/j.enpol.2020.111420
Ehrlich PR, Holdren JP (1971) Impact of population growth in Nepal. Himal Res Dev 2:64–65
EPA (2014) Global greenhouse gas emissions data app. Pollut Eng 46:1–11
Frey M (2017) Assessing the impact of a carbon tax in Ukraine. Clim Policy 17:378–396. https://doi.org/10.1080/14693062.2015.1096230
Global Education Monitoring Report (2015) Education increases awareness and concern for the environment. Glob Educ Monit Rep 2015:8–11
Godil DI, Sharif A, Afshan S et al (2020) The asymmetric role of freight and passenger transportation in testing EKC in the US economy: evidence from QARDL approach. Environ Sci Pollut Res 27:30108–30117. https://doi.org/10.1007/s11356-020-09299-7
Godil DI, Yu Z, Sharif A et al (2021) Investigate the role of technology innovation and renewable energy in reducing transport sector CO2 emission in China: a path toward sustainable development. Sustain Dev 29:694–707. https://doi.org/10.1002/sd.2167
Hanif I, Aziz B, Sharif I (2019) Carbon emissions across the spectrum of renewable and nonrenewable energy use in developing economies of Asia. Renew Energy 143:586–595. https://doi.org/10.1016/j.renene.2019.05.032
Hassan ST, Xia E, Lee C-C (2021) Mitigation pathways impact of climate change and improving sustainable development: the roles of natural resources, income, and CO2 emission. Energy Environ 32:338–363. https://doi.org/10.1177/0958305X20932550
Hassan ST, Batool B, Zhu B, Khan I (2022) Environmental complexity of globalization, education, and income inequalities: new insights of energy poverty. J Clean Prod 340:130735. https://doi.org/10.1016/j.jclepro.2022.130735
Hussain J, Khan A, Zhou K (2020) The impact of natural resource depletion on energy use and CO2 emission in Belt & Road Initiative countries: a cross-country analysis. Energy 199:117409. https://doi.org/10.1016/j.energy.2020.117409
Ivanovski K, Hailemariam A, Smyth R (2020) The effect of renewable and non-renewable energy consumption on economic growth: non-parametric evidence. J Clean Prod 124956. https://doi.org/10.1016/j.jclepro.2020.124956
Khan I, Hou F, Le HP (2021a) The impact of natural resources, energy consumption, and population growth on environmental quality: fresh evidence from the United States of America. Sci Total Environ 754:142222. https://doi.org/10.1016/j.scitotenv.2020.142222
Khan SAR, Godil DI, Quddoos MU et al (2021b) Investigating the nexus between energy, economic growth, and environmental quality: a road map for the sustainable development. Sustain Dev 29:835–846. https://doi.org/10.1002/sd.2178
Khan I, Zakari A, Dagar V, Singh S (2022) World energy trilemma and transformative energy developments as determinants of economic growth amid environmental sustainability. Energy Econ 108:105884. https://doi.org/10.1016/j.eneco.2022.105884
Khastar M, Aslani A, Nejati M (2020) How does carbon tax affect social welfare and emission reduction in Finland? Energy Rep 6:736–744. https://doi.org/10.1016/j.egyr.2020.03.001
Li G, Zakari A, Tawiah V (2020) Energy resource melioration and CO2 emissions in China and Nigeria: efficiency and trade perspectives. Resour Policy 68:101769. https://doi.org/10.1016/j.resourpol.2020.101769
Loganathan N, Shahbaz M, Taha R (2014) The link between green taxation and economic growth on CO2 emissions: fresh evidence from Malaysia. Renew Sustain Energy Rev 38:1083–1091. https://doi.org/10.1016/j.rser.2014.07.057
Menegaki AN (2018) The economics and econometrics of the energy-growth nexus. Econ Econom Energy-Growth Nexus 1–387. https://doi.org/10.1016/c2016-0-03900-1
Mittal I, Gupta RK (2015) Natural resources depletion and economic growth in present era. OCH- Mastnath J Sci Technol 10
Naeem Nawaz SM, Alvi S (2018) Energy security for socio-economic and environmental sustainability in Pakistan. Heliyon 4:e00854. https://doi.org/10.1016/j.heliyon.2018.e00854
Office of Solid Waste, Reduction & Recycling (2008) Natural resources the challenges of using natural resources. ScdhecGov 2
Pesaran MH (2004) General diagnostic tests for cross section dependence in panels
Pesaran MH (2007) A simple panel unit root test in the presence of cross-section dependence. J Appl Econom 22:265–312. https://doi.org/10.1002/jae.951
Pettinger T (2020) Environmental impact of economic growth, https://www.economicshelp.org/blog/145989/economics/environmental-impact-of-economic-growth/#:~:text=The%20environmental%20impact%20of%20economic,cause%20damage%20to%20the%20environment. Economics 1–17
Raheem ID, Tiwari AK, Balsalobre-Lorente D (2020) The role of ICT and financial development in CO2 emissions and economic growth. Environ Sci Pollut Res 27:1912–1922. https://doi.org/10.1007/s11356-019-06590-0
Ren Y, Jiang Y, Ma C et al (2021) Will tax burden be a stumbling block to carbon-emission reduction? Evidence from OECD countries. J Syst Sci Inf 9:335–355
Režný L, Bureš V (2019) Energy transition scenarios and their economic impacts in the extended neoclassical model of economic growth. Sustain 11:. https://doi.org/10.3390/su11133644
Szetela B, Majewska A, Jamroz P, et al (2022) Renewable energy and CO2 emissions in top natural resource rents depending countries: the role of governance. Front Energy Res 10:. https://doi.org/10.3389/fenrg.2022.872941
Taghizadeh-Hesary F, Zakari A, Yoshino N, Khan I (2022) Leavering on energy security to alleviate poverty in Asian economics. Singapore Econ Rev 1–28. https://doi.org/10.1142/s0217590822440015
Tao R, Umar M, Naseer A, Razi U (2021) The dynamic effect of eco-innovation and environmental taxes on carbon neutrality target in Emerging Seven (E7) economies. J Environ Manage 299:1–23. https://doi.org/10.1016/j.jenvman.2021.113525
Tsani S (2013) Natural resources, governance and institutional quality: the role of resource funds
Tufail M, Song L, Adebayo TS et al (2021) Do fiscal decentralization and natural resources rent curb carbon emissions? Evidence from developed countries. Environ Sci Pollut Res 28:49179–49190. https://doi.org/10.1007/s11356-021-13865-y
UnionofConcernedSciences (2013) Environmental impacts of renewable energy, https://www.ucsusa.org/resources/environmental-impacts-renewable-energy-technologies#:~:text=All%20energy%20sources%20have%20some,use%2C%20and%20global%20warming%20emissions
Westerlund J (2007) Testing for error correction in panel data. Oxf Bull Econ Stat 69:709–748. https://doi.org/10.1111/j.1468-0084.2007.00477.x
Wolde-Rufael Y, Mulat-Weldemeskel E (2022) The moderating role of environmental tax and renewable energy in CO2 emissions in Latin America and Caribbean countries: evidence from method of moments quantile regression. Environ Challenges 6:100412. https://doi.org/10.1016/j.envc.2021.100412
Yang X, Khan I (2021) Dynamics among economic growth, urbanization, and environmental sustainability in IEA countries : the role of industry value-added. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-021-16000-z
Yunzhao L (2022) Modelling the role of eco innovation, renewable energy, and environmental taxes in carbon emissions reduction in E−7 economies: evidence from advance panel estimations. Renew Energy 190:309–318. https://doi.org/10.1016/j.renene.2022.03.119
Zafar MW, Zaidi SAH, Khan NR et al (2019) The impact of natural resources, human capital, and foreign direct investment on the ecological footprint: the case of the United States. Resour Policy 63:101428. https://doi.org/10.1016/j.resourpol.2019.101428
Zafar MW, Shahbaz M, Sinha A et al (2020) How renewable energy consumption contribute to environmental quality? The role of education in OECD countries. J Clean Prod 268:122149. https://doi.org/10.1016/j.jclepro.2020.122149
Zaidi SAH, Wei Z, Gedikli A et al (2019) The impact of globalization, natural resources abundance, and human capital on financial development: evidence from thirty-one OECD countries. Resour Policy 64:101476. https://doi.org/10.1016/j.resourpol.2019.101476
Zakari A, Li G, Khan I et al (2022) Are abundant energy resources and Chinese business a solution to environmental prosperity in Africa ? Energy Policy 163:112829. https://doi.org/10.1016/j.enpol.2022.112829
Zhang L, Godil DI, Bibi M et al (2021) Caring for the environment: How human capital, natural resources, and economic growth interact with environmental degradation in Pakistan? A dynamic ARDL approach. Sci Total Environ 774:145553. https://doi.org/10.1016/j.scitotenv.2021.145553
Zhang C, Khan I, Dagar V et al (2022) Technological forecasting & social change environmental impact of information and communication technology : unveiling the role of education in developing countries. Technol Forecast Soc Chang 178:121570. https://doi.org/10.1016/j.techfore.2022.121570
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Yanyan Zhang: writing original manuscript, conceptualization, writing review and editing. Irfan Khan: formal analysis, methodology, writing original manuscript, writing review and editing. Muhamad Wasif Zafar: reviewed, supervision, corrected mistakes.
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Appendix
Appendix
LCO2 | LNR | LTAX | LEP | LE | LY | |
---|---|---|---|---|---|---|
Mean | 0.2596 | 4.016052 | 4.675747 | 1.589812 | 1.828241 | 3.525987 |
Median | 0.300474 | 4.043357 | 4.750613 | 1.83015 | 1.891739 | 3.584299 |
Maximum | 1.38736 | 5.490036 | 5.473349 | 2.152585 | 2.31702 | 4.181561 |
Minimum | − 1.55051 | 1.921948 | 2.959576 | − 1.71775 | 0.722914 | 2.614016 |
Std. Dev | 0.486897 | 0.668905 | 0.449853 | 0.616252 | 0.205053 | 0.372315 |
Observations | 1054 | 1054 | 1054 | 1054 | 1054 | 1054 |
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Zhang, Y., Khan, I. & Zafar, M.W. Assessing environmental quality through natural resources, energy resources, and tax revenues. Environ Sci Pollut Res 29, 89029–89044 (2022). https://doi.org/10.1007/s11356-022-22005-z
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DOI: https://doi.org/10.1007/s11356-022-22005-z