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Leading role of natural resources, eco-efficiency assessment, and energy transition in environmental sustainability: A depth of digital transformation

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  • Li, Bin

Abstract

There has been a worldwide upsurge in environmental movements. The planet's ecosystem has degraded significantly over the years. The disturbing effects of environmental deterioration on Earth's physical geography cause concern among those concerned about the planet's future. While previous research has looked at various ecological elements, recent attention has turned to digital change and the need to make the most of it. Eco-efficiency is a critical component in reducing carbon output (CO2). Reaching carbon neutrality goals, getting carbon peaking, and achieving high-quality economic growth, digital transformation, and eco-efficiency are intense endeavors. A panel data set spanning G-15 economies from 1995 to 2022, this article examines the effects of digital transformation, eco-efficiency, and the food supply chain on carbon emissions. The unit root test established the stationarity of all indicators at the initial difference. In addition to Pedroni and Kao cointegration methods, the panel study uses ADF, DF-GLS, and PP unit root test, as well as dynamic ordinary least square (DOLS) and fully FMOLS stands for panel adjusted regular least square. Approaches for robustness: the present research additionally uses panel quantile regression to examine the effect of factors. In order to promote environmental sustainability and minimize CO₂ emissions, the findings highlighted the need for eco-efficiency, digital transformation, the food supply chain, and government policy. On the other hand, natural resource exploitation and energy transition worsen environmental quality and raise CO2 emissions in Great economies. We use the DH panel causality test to assess the factors' correlation further. Furthermore, carbon emissions (CO2) are affected in one way by changes in the energy sector and the food supply chain and in another by changes in eco-efficiency, digital transformation, and government policy. Environmental deterioration has many causes, and this study's results may help shed light on those reasons while suggesting solutions.

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  • Li, Bin, 2024. "Leading role of natural resources, eco-efficiency assessment, and energy transition in environmental sustainability: A depth of digital transformation," Resources Policy, Elsevier, vol. 94(C).
    • Handle: RePEc:eee:jrpoli:v:94:y:2024:i:c:s0301420724005129
    DOI: 10.1016/j.resourpol.2024.105145
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    as
    1. Liu, Yunqiang & Zhu, Jialing & Li, Eldon Y. & Meng, Zhiyi & Song, Yan, 2020. "Environmental regulation, green technological innovation, and eco-efficiency: The case of Yangtze river economic belt in China," Technological Forecasting and Social Change, Elsevier, vol. 155(C).
    2. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    3. Stefan Schaltegger & Dimitar Zvezdov, 2015. "Gatekeepers of sustainability information: exploring the roles of accountants," Journal of Accounting & Organizational Change, Emerald Group Publishing Limited, vol. 11(3), pages 333-361, September.
    4. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    5. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    6. Abbas, Hafiz Waqar & Guo, Xuesong & Anwar, Bilal & Naqvi, Syed Asif Ali & Shah, Syed Ale Raza, 2022. "The land degradation neutrality management enablers, challenges, and benefits for mobilizing private investments in Pakistan," Land Use Policy, Elsevier, vol. 120(C).
    7. Jukka Hoffrén & Eeva-Lotta Apajalahti, 2009. "Emergent eco-efficiency paradigm in corporate environment management," Sustainable Development, John Wiley & Sons, Ltd., vol. 17(4), pages 233-243.
    8. Quan Pang & Xiao Liang & Chun Yuen Kwok & Linda F. Nazar, 2016. "Advances in lithium–sulfur batteries based on multifunctional cathodes and electrolytes," Nature Energy, Nature, vol. 1(9), pages 1-11, September.
    9. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    10. Chishti, Muhammad Zubair & Sinha, Avik, 2022. "Do the shocks in technological and financial innovation influence the environmental quality? Evidence from BRICS economies," Technology in Society, Elsevier, vol. 68(C).
    11. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    12. Wensheng Xiao & Haojia Kong & Lifan Shi & Valentina Boamah & Decai Tang, 2022. "The Impact of Innovation-Driven Strategy on High-Quality Economic Development: Evidence from China," Sustainability, MDPI, vol. 14(7), pages 1-20, April.
    13. Yazan Qashou & Ahmed Samour & Mohammed Abumunshar, 2022. "Does the Real Estate Market and Renewable Energy Induce Carbon Dioxide Emissions? Novel Evidence from Turkey," Energies, MDPI, vol. 15(3), pages 1-13, January.
    14. Lee, Chi-Chuan & Lee, Chien-Chiang, 2022. "How does green finance affect green total factor productivity? Evidence from China," Energy Economics, Elsevier, vol. 107(C).
    15. Rafael Villa & Andrés Monzón, 2021. "Mobility Restrictions and E-Commerce: Holistic Balance in Madrid Centre during COVID-19 Lockdown," Economies, MDPI, vol. 9(2), pages 1-19, April.
    16. Yunfeng Shang & Yuanjie Pu & Yiting Yu & Nan Gao & Yun Lu, 2023. "Role of the e-exhibition industry in the green growth of businesses and recovery," Economic Change and Restructuring, Springer, vol. 56(3), pages 2003-2020, June.
    17. Daming Zhao & Yiqing Wang & Chung-Li Dong & Yu-Cheng Huang & Jie Chen & Fei Xue & Shaohua Shen & Liejin Guo, 2021. "Boron-doped nitrogen-deficient carbon nitride-based Z-scheme heterostructures for photocatalytic overall water splitting," Nature Energy, Nature, vol. 6(4), pages 388-397, April.
    18. Dawar, Ishaan & Dutta, Anupam & Bouri, Elie & Saeed, Tareq, 2021. "Crude oil prices and clean energy stock indices: Lagged and asymmetric effects with quantile regression," Renewable Energy, Elsevier, vol. 163(C), pages 288-299.
    19. Hasan, Mohammad Maruf & Du, Fang, 2023. "Nexus between green financial development, green technological innovation and environmental regulation in China," Renewable Energy, Elsevier, vol. 204(C), pages 218-228.
    20. Peter Pedroni, 2001. "Purchasing Power Parity Tests In Cointegrated Panels," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 727-731, November.
    21. Sinkin, Charlene & Wright, Charlotte J. & Burnett, Royce D., 2008. "Eco-efficiency and firm value," Journal of Accounting and Public Policy, Elsevier, vol. 27(2), pages 167-176.
    22. Raihan, Asif, 2023. "Economy-energy-environment nexus: The role of information and communication technology towards green development in Malaysia," Innovation and Green Development, Elsevier, vol. 2(4).
    23. Magazzino, Cosimo & Mele, Marco & Morelli, Giovanna & Schneider, Nicolas, 2021. "The nexus between information technology and environmental pollution: Application of a new machine learning algorithm to OECD countries," Utilities Policy, Elsevier, vol. 72(C).
    24. Wendt, Charlotte & Adam, Martin & Benlian, Alexander & Kraus, Sascha, 2021. "Let’s Connect to Keep the Distance: How SMEs Leverage Information and Communication Technologies to Address the COVID-19 Crisis," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 128819, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    25. Nair, Mahendhiran & Pradhan, Rudra P. & Arvin, Mak B., 2020. "Endogenous dynamics between R&D, ICT and economic growth: Empirical evidence from the OECD countries," Technology in Society, Elsevier, vol. 62(C).
    26. Damian Dubisz & Paulina Golinska-Dawson & Przemysław Zawodny, 2022. "Measuring CO 2 Emissions in E-Commerce Deliveries: From Empirical Studies to a New Calculation Approach," Sustainability, MDPI, vol. 14(23), pages 1-20, December.
    27. Cuihong Ye & Yiguo Chen & Roula Inglesi-Lotz & Tsangyao Chang, 2020. "CO2 emissions converge in China and G7 countries? Further evidence from Fourier quantile unit root test," Energy & Environment, , vol. 31(2), pages 348-363, March.
    28. Le, Thai-Ha & Le, Ha-Chi & Taghizadeh-Hesary, Farhad, 2020. "Does financial inclusion impact CO2 emissions? Evidence from Asia," Finance Research Letters, Elsevier, vol. 34(C).
    29. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    30. Lyu, Wenjing & Liu, Jin, 2021. "Artificial Intelligence and emerging digital technologies in the energy sector," Applied Energy, Elsevier, vol. 303(C).
    31. Vishal Dagar & Farhan Ahmed & Farah Waheed & Štefan Bojnec & Muhammad Kamran Khan & Sana Shaikh, 2022. "Testing the Pollution Haven Hypothesis with the Role of Foreign Direct Investments and Total Energy Consumption," Energies, MDPI, vol. 15(11), pages 1-23, May.
    32. Shahzad, Khuram & Jianqiu, Zeng & Hashim, Muhammad & Nazam, Muhammad & Wang, Lei, 2020. "Impact of using information and communication technology and renewable energy on health expenditure: A case study from Pakistan," Energy, Elsevier, vol. 204(C).
    33. Gemma Durán-Romero & Ana López & Tatiana Beliaeva & Marcos Ferasso & Christophe Garonne & Paul Jones, 2020. "Bridging the gap between circular economy and climate change mitigation policies through eco-innovations and Quintuple Helix Model," Post-Print hal-04278169, HAL.
    34. Yunfei Feng & Yi Zhang & Zhaodan Wu & Quanliang Ye & Xinchun Cao, 2023. "Evaluation of Agricultural Eco-Efficiency and Its Spatiotemporal Differentiation in China, Considering Green Water Consumption and Carbon Emissions Based on Undesired Dynamic SBM-DEA," Sustainability, MDPI, vol. 15(4), pages 1-26, February.
    35. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
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