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How Do R&D and Renewable Energy Consumption Lead to Carbon Neutrality? Evidence from G-7 Economies

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  • Qi Xu

    (Business School, Zhengzhou University, Zhengzhou 450001, China)

  • Salim Khan

    (Business School, Zhengzhou University, Zhengzhou 450001, China)

Abstract

The discussion about whether research and development and advanced energy structure can efficiently control pollution has gained the consideration of researchers across the globe. However, there is a lack of enough empirical and theoretical evidence to support this phenomenon. To offer support of empirical evidence along with theoretical mechanism, we examine the net Impact of research and development (R&D) and renewable energy consumption (RENG) on CO2E utilizing panel data from G-7 economies for 1990–2020. Moreover, this study investigates the controlling role of economic growth and nonrenewable energy consumption (NRENG) in the R&D-CO2E models. The results obtained from the CS-ARDL panel approach verified a long-run and short-run relationship between R&D, RENG, economic growth, NRENG, and CO2E. Short- and long-run empirical results suggest that R&D and RENG improve environmental stability by decreasing CO2E, while economic growth and NRENG increase CO2E. Particularly, long-run R&D and RENG reduce CO2E with the effect of −0.091 and −0.101, respectively, while in the short run, they reduce CO2E with the effect of −0.084 and −0.094, respectively. Likewise, the 0.650% (long run) and 0.700% (short-run) increase in CO2E is due to economic growth, while the 0.138% (long run) and 0.136% (short run) upsurge in CO2E is due to an increase in NRENG. The findings obtained from the CS-ARDL model were also verified by the AMG model, while D-H non-causality approach was applied to check the pair-wise relationship among variables. The D-H causal relationship revealed that policies to focus on R&D, economic growth, and NRENG explain variation in CO2E but not vice versa. Furthermore, policies considering RENG and human capital can also affect CO2E and vice versa, meaning there is a round effect between the variables. All this indication may guide the concerned authorities to devise comprehensive policies that are helpful to environmental stability and in line with CO2E reduction.

Suggested Citation

  • Qi Xu & Salim Khan, 2023. "How Do R&D and Renewable Energy Consumption Lead to Carbon Neutrality? Evidence from G-7 Economies," IJERPH, MDPI, vol. 20(5), pages 1-15, March.
    • Handle: RePEc:gam:jijerp:v:20:y:2023:i:5:p:4604-:d:1088279
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    as
    1. Joakim Westerlund & David L. Edgerton, 2008. "A Simple Test for Cointegration in Dependent Panels with Structural Breaks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(5), pages 665-704, October.
    2. Shahbaz, Muhammad & Song, Malin & Ahmad, Shabbir & Vo, Xuan Vinh, 2022. "Does economic growth stimulate energy consumption? The role of human capital and R&D expenditures in China," Energy Economics, Elsevier, vol. 105(C).
    3. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    4. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    5. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    6. Shahbaz, Muhammad & Haouas, Ilham & Hoang, Thi Hong Van, 2019. "Economic growth and environmental degradation in Vietnam: Is the environmental Kuznets curve a complete picture?," Emerging Markets Review, Elsevier, vol. 38(C), pages 197-218.
    7. Alessandro Muscio & Andrea Ciffolilli, 2020. "What drives the capacity to integrate Industry 4.0 technologies? Evidence from European R&D projects," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 29(2), pages 169-183, February.
    8. Namahoro, J.P. & Wu, Q. & Zhou, N. & Xue, S., 2021. "Impact of energy intensity, renewable energy, and economic growth on CO2 emissions: Evidence from Africa across regions and income levels," Renewable and Sustainable Energy Reviews, Elsevier, vol. 147(C).
    9. Murshed, Muntasir & Apergis, Nicholas & Alam, Md Shabbir & Khan, Uzma & Mahmud, Sakib, 2022. "The impacts of renewable energy, financial inclusivity, globalization, economic growth, and urbanization on carbon productivity: Evidence from net moderation and mediation effects of energy efficiency," Renewable Energy, Elsevier, vol. 196(C), pages 824-838.
    10. Zhang, Yajun, 2022. "How Economic Performance of OECD economies influences through Green Finance and Renewable Energy Investment Resources?," Resources Policy, Elsevier, vol. 79(C).
    11. Wang, Qiang & Dong, Zequn & Li, Rongrong & Wang, Lili, 2022. "Renewable energy and economic growth: New insight from country risks," Energy, Elsevier, vol. 238(PC).
    12. Shahbaz, Muhammad & Li, Jiaman & Dong, Xiucheng & Dong, Kangyin, 2022. "How financial inclusion affects the collaborative reduction of pollutant and carbon emissions: The case of China," Energy Economics, Elsevier, vol. 107(C).
    13. Md Samsul Alam & Nicholas Apergis & Sudharshan Reddy Paramati & Jianchun Fang, 2021. "The impacts of R&D investment and stock markets on clean‐energy consumption and CO2 emissions in OECD economies," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 4979-4992, October.
    14. Abbasi, Kashif Raza & Adedoyin, Festus Fatai & Abbas, Jaffar & Hussain, Khadim, 2021. "The impact of energy depletion and renewable energy on CO2 emissions in Thailand: Fresh evidence from the novel dynamic ARDL simulation," Renewable Energy, Elsevier, vol. 180(C), pages 1439-1450.
    15. Nuno Carlos Leitão & Daniel Balsalobre Lorente, 2020. "The Linkage between Economic Growth, Renewable Energy, Tourism, CO 2 Emissions, and International Trade: The Evidence for the European Union," Energies, MDPI, vol. 13(18), pages 1-16, September.
    16. Lee, Ki-Hoon & Min, Byung & Yook, Keun-Hyo, 2015. "The impacts of carbon (CO2) emissions and environmental research and development (R&D) investment on firm performance," International Journal of Production Economics, Elsevier, vol. 167(C), pages 1-11.
    17. Grzegorz Mentel & Waldemar Tarczyński & Hossein Azadi & Kalandar Abdurakmanov & Elina Zakirova & Raufhon Salahodjaev, 2022. "R&D Human Capital, Renewable Energy and CO 2 Emissions: Evidence from 26 Countries," Energies, MDPI, vol. 15(23), pages 1-13, December.
    18. Kahouli, Bassem, 2018. "The causality link between energy electricity consumption, CO2 emissions, R&D stocks and economic growth in Mediterranean countries (MCs)," Energy, Elsevier, vol. 145(C), pages 388-399.
    19. Ni, Xiewen & Wang, Zanxin & Akbar, Ahsan & Ali, Sher, 2022. "Natural resources volatility, renewable energy, R&D resources and environment: Evidence from selected developed countries," Resources Policy, Elsevier, vol. 77(C).
    20. Gorus, Muhammed Sehid & Aydin, Mucahit, 2019. "The relationship between energy consumption, economic growth, and CO2 emission in MENA countries: Causality analysis in the frequency domain," Energy, Elsevier, vol. 168(C), pages 815-822.
    21. Acheampong, Alex O. & Dzator, Janet & Dzator, Michael & Salim, Ruhul, 2022. "Unveiling the effect of transport infrastructure and technological innovation on economic growth, energy consumption and CO2 emissions," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    22. Asim Anwar & Mustafa Younis & Inayat Ullah, 2020. "Impact of Urbanization and Economic Growth on CO 2 Emission: A Case of Far East Asian Countries," IJERPH, MDPI, vol. 17(7), pages 1-8, April.
    23. Jie Song & Yaping Cai & Yahong Wang & Salim Khan, 2022. "Health Risk, Income Effect, and the Stability of Farmers’ Poverty Alleviation in Deep Poverty Areas: A Case Study of S-County in Qinba Mountain Area," IJERPH, MDPI, vol. 19(23), pages 1-15, November.
    24. Thai-Ha Le, Youngho Chang, and Donghyun Park, 2020. "Renewable and Nonrenewable Energy Consumption, Economic Growth, and Emissions: International Evidence," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 73-92.
    25. Zhuoxi Yu & Shan Liu & Zhichuan Zhu, 2022. "Has the Digital Economy Reduced Carbon Emissions?: Analysis Based on Panel Data of 278 Cities in China," IJERPH, MDPI, vol. 19(18), pages 1-18, September.
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