IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v20y2023i5p4604-d1088279.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/20/5/4604/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/20/5/4604/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    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. 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.
    11. Zhang, Yajun, 2022. "How Economic Performance of OECD economies influences through Green Finance and Renewable Energy Investment Resources?," Resources Policy, Elsevier, vol. 79(C).
    12. Wang, Qiang & Dong, Zequn & Li, Rongrong & Wang, Lili, 2022. "Renewable energy and economic growth: New insight from country risks," Energy, Elsevier, vol. 238(PC).
    13. 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).
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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).
    21. 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.
    22. 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).
    23. 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.
    24. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Wei Wang & Leonid Melnyk & Oleksandra Kubatko & Bohdan Kovalov & Luc Hens, 2023. "Economic and Technological Efficiency of Renewable Energy Technologies Implementation," Sustainability, MDPI, vol. 15(11), pages 1-19, May.
    2. Abbas, Khizar & Han, Mengyao & Xu, Deyi & Butt, Khalid Manzoor & Baz, Khan & Cheng, Jinhua & Zhu, Yongguang & Hussain, Sanwal, 2024. "Exploring synergistic and individual causal effects of rare earth elements and renewable energy on multidimensional economic complexity for sustainable economic development," Applied Energy, Elsevier, vol. 364(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Murshed, Muntasir & Ahmed, Rizwan & Al-Tal, Raad Mahmoud & Kumpamool, Chamaiporn & Vetchagool, Witchulada & Avarado, Rafael, 2023. "Determinants of financial inclusion in South Asia: The moderating and mediating roles of internal conflict settlement," Research in International Business and Finance, Elsevier, vol. 64(C).
    2. Amin, Nabila & Shabbir, Muhammad Salman & Song, Huaming & Farrukh, Muhammad Umar & Iqbal, Shahid & Abbass, Kashif, 2023. "A step towards environmental mitigation: Do green technological innovation and institutional quality make a difference?," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    3. Khan, Samiha & Murshed, Muntasir & Ozturk, Ilhan & Khudoykulov, Khurshid, 2022. "The roles of energy efficiency improvement, renewable electricity production, and financial inclusion in stimulating environmental sustainability in the Next Eleven countries," Renewable Energy, Elsevier, vol. 193(C), pages 1164-1176.
    4. Wang, Mengxia & Hossain, Mohammad Razib & Si Mohammed, Kamel & Cifuentes-Faura, Javier & Cai, Xiaotong, 2023. "Heterogenous Effects of Circular Economy, Green energy and Globalization on CO2 emissions: Policy based analysis for sustainable development," Renewable Energy, Elsevier, vol. 211(C), pages 789-801.
    5. Gao, Chunjiao & Chen, Hongxi, 2023. "Electricity from renewable energy resources: Sustainable energy transition and emissions for developed economies," Utilities Policy, Elsevier, vol. 82(C).
    6. Alvarado, Rafael & Murshed, Muntasir & Cifuentes-Faura, Javier & Işık, Cem & Razib Hossain, Mohammad & Tillaguango, Brayan, 2023. "Nexuses between rent of natural resources, economic complexity, and technological innovation: The roles of GDP, human capital and civil liberties," Resources Policy, Elsevier, vol. 85(PA).
    7. Chee-Hong Law & Siok Kun Sek, 2022. "Panel evidence of the dynamics between energy consumption and trade openness in ASEAN and East Asia," Energy & Environment, , vol. 33(3), pages 449-471, May.
    8. Wang, Jianxin & Zhu, Guohua & Chang, Tin-Chang, 2024. "Unveiling the relationship between institutional quality, fintech, financial inclusion, human capital development and mineral resource abundance. An Asian perspective," Resources Policy, Elsevier, vol. 89(C).
    9. Huaping Sun & Love Enna & Augustine Monney & Dang Khoa Tran & Ehsan Rasoulinezhad & Farhad Taghizadeh-Hesary, 2020. "The Long-Run Effects of Trade Openness on Carbon Emissions in Sub-Saharan African Countries," Energies, MDPI, vol. 13(20), pages 1-18, October.
    10. Obobisa, Emma Serwaa & Chen, Haibo & Mensah, Isaac Adjei, 2022. "The impact of green technological innovation and institutional quality on CO2 emissions in African countries," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    11. Xuan, Di & Jiang, Xiaoyan & Fang, Yan, 2023. "Can globalization and the green economy hedge natural resources? Functions of population growth and financial development in BRICS countries," Resources Policy, Elsevier, vol. 82(C).
    12. Hayat, Sikandar & Safi, Adnan & Wahab, Salman & Shahzad, Khurram & Chen, Yingying, 2023. "Renewable energy R&D and natural resources: A success story of environmentally friendly financing in OECD economies," Resources Policy, Elsevier, vol. 83(C).
    13. Buhari DOĞAN & Osman DEĞER, 2018. "The role of economic growth and energy consumption on CO2 emissions in E7 countries," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(2(615), S), pages 231-246, Summer.
    14. Jan Polcyn & Liton Chandra Voumik & Mohammad Ridwan & Samrat Ray & Viktoriia Vovk, 2023. "Evaluating the Influences of Health Expenditure, Energy Consumption, and Environmental Pollution on Life Expectancy in Asia," IJERPH, MDPI, vol. 20(5), pages 1-18, February.
    15. Tiwari, Aviral Kumar & Eapen, Leena Mary & Nair, Sthanu R, 2021. "Electricity consumption and economic growth at the state and sectoral level in India: Evidence using heterogeneous panel data methods," Energy Economics, Elsevier, vol. 94(C).
    16. Gao, Jinchao & Hassan, Muhammad Shahid & Kalim, Rukhsana & Sharif, Arshian & Alkhateeb, Tarek Tawfik Yousef & Mahmood, Haider, 2023. "The role of clean and unclean energy resources in inspecting N-shaped impact of industrial production on environmental quality: A case of high polluting economies," Resources Policy, Elsevier, vol. 80(C).
    17. Sarwar, Suleman, 2022. "Impact of energy intensity, green economy and blue economy to achieve sustainable economic growth in GCC countries: Does Saudi Vision 2030 matters to GCC countries," Renewable Energy, Elsevier, vol. 191(C), pages 30-46.
    18. Syed Asif Ali Naqvi & Bilal Hussain & Ashfaq Ahmad Shah & Muhammad Atiq Ur Rehman Tariq & Muhammad Usman, 2022. "Influence of Economic Growth, Energy Production, and Subcomponents on the Environment: A Regional Level Analytical Modeling," Sustainability, MDPI, vol. 14(22), pages 1-22, November.
    19. Liang, Yunbao & Galiano, Jesus Cantero & Zhou, Hongxia, 2023. "The environmental impact of stock market capitalization and energy transition: Natural resource dynamics and international trade," Utilities Policy, Elsevier, vol. 82(C).
    20. Opeoluwa Seun Ojekemi & Mehmet Ağa & Cosimo Magazzino, 2023. "Towards Achieving Sustainability in the BRICS Economies: The Role of Renewable Energy Consumption and Economic Risk," Energies, MDPI, vol. 16(14), pages 1-18, July.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:20:y:2023:i:5:p:4604-:d:1088279. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.