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The nexus between information technology and environmental pollution: Application of a new machine learning algorithm to OECD countries

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  1. Charfeddine, Lanouar & Umlai, Mohamed, 2023. "ICT sector, digitization and environmental sustainability: A systematic review of the literature from 2000 to 2022," Renewable and Sustainable Energy Reviews, Elsevier, vol. 184(C).
  2. Atif Jahanger & Ashar Awan & Ahsan Anwar & Tomiwa Sunday Adebayo, 2023. "Greening the Brazil, Russia, India, China and South Africa (BRICS) economies: Assessing the impact of electricity consumption, natural resources, and renewable energy on environmental footprint," Natural Resources Forum, Blackwell Publishing, vol. 47(3), pages 484-503, August.
  3. Mao, Zeqing & Li, Yangyang & Guan, Zepeng & Uktamov, Khusniddin Fakhriddinovich & Ageli, Mohammed Moosa, 2023. "COP27 perspective of resources management: From conflict to COVID-19 of emerging countries," Resources Policy, Elsevier, vol. 83(C).
  4. Tariq H. Malik, 2024. "Legal and Cultural Contingencies in the Foreign Portfolio Versus Foreign Direct Investment Decisions Across Countries: An Institutional Fit Perspective," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 10748-10780, September.
  5. 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).
  6. Jingjing Xie & Yujiao Xian & Guowei Jia, 2023. "An investigation into the public acceptance in China of carbon capture and storage (CCS) technology," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 28(5), pages 1-22, June.
  7. Ugur Korkut Pata & Emrah Sofuoglu & Zahoor Ahmed & Oktay Kizilkaya, 2024. "Eco‐innovation and environmental sustainability in Germany: An empirical approach with smooth structural shifts," Natural Resources Forum, Blackwell Publishing, vol. 48(1), pages 154-170, February.
  8. Magazzino, Cosimo & Mele, Marco & Schneider, Nicolas, 2022. "A new artificial neural networks algorithm to analyze the nexus among logistics performance, energy demand, and environmental degradation," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 315-328.
  9. Magazzino, Cosimo & Mele, Marco, 2022. "Can a change in FDI accelerate GDP growth? Time-series and ANNs evidence on Malta," The Journal of Economic Asymmetries, Elsevier, vol. 25(C).
  10. Ghazala Aziz & Suleman Sarwar & Rida Waheed & Mohd Saeed Khan, 2024. "The significance of renewable energy, globalization, and agriculture on sustainable economic growth and green environment: Metaphorically, a two‐sided blade," Natural Resources Forum, Blackwell Publishing, vol. 48(3), pages 763-783, August.
  11. Feng, Ting & Xiong, Ruoyu & Huan, Peng, 2023. "Productive use of natural resources in agriculture: The main policy lessons," Resources Policy, Elsevier, vol. 85(PA).
  12. Lianghu Wang & Jun Shao, 2024. "Can Digitalization Improve the High-quality Development of Manufacturing? An Analysis Based on Chinese Provincial Panel Data," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 2010-2036, March.
  13. Yongming Zhu & Lanxiao Niu & Zheyun Zhao & Jing Li, 2022. "The Tripartite Evolution Game of Environmental Governance under the Intervention of Central Government," Sustainability, MDPI, vol. 14(10), pages 1-19, May.
  14. Obiakor, Rowland Tochukwu & Uche, Emmanuel & Das, Narasingha, 2022. "Is structural innovativeness a panacea for healthier environments? Evidence from developing countries," Technology in Society, Elsevier, vol. 70(C).
  15. Song, Jacques Simon & Yamben, Michel Freddy Harry & Atanga, Donald Ferdinand Okere, 2024. "Security fragility in developing countries: Do ICT matter?," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 259-280.
  16. Mesagan, Ekundayo Peter & Olunkwa, Chidi Ndubuisi, 2022. "Heterogeneous analysis of energy consumption, financial development, and pollution in Africa: The relevance of regulatory quality," Utilities Policy, Elsevier, vol. 74(C).
  17. Li, Siying & Cifuentes-Faura, Javier & Talbi, Besma & Sadiq, Muhammad & Si Mohammed, Kamel & Bashir, Muhammad Farhan, 2023. "Dynamic correlated effects of electricity prices, biomass energy, and technological innovation in Tunisia's energy transition," Utilities Policy, Elsevier, vol. 82(C).
  18. Marco Mele & Cosimo Magazzino & Nicolas Schneider & Antonia Rosa Gurrieri & Hêriş Golpira, 2022. "Innovation, income, and waste disposal operations in Korea: evidence from a spectral granger causality analysis and artificial neural networks experiments," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 39(2), pages 427-459, July.
  19. Murat Cetin & Ilhan Ozturk & Sevgi Sumerli Sarigul & Muntasir Murshed & Emine Kilavuz, 2025. "Nexus between technological innovation and environmental pollution in selected OECD countries," Natural Resources Forum, Blackwell Publishing, vol. 49(1), pages 841-862, February.
  20. Lulu Wang & Leyi Chen, 2024. "Resource dependence and air pollution in China: Do the digital economy, income inequality, and industrial upgrading matter?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(1), pages 2069-2109, January.
  21. Jin, Minghui & Chen, Yang, 2024. "Has green innovation been improved by intelligent manufacturing?—Evidence from listed Chinese manufacturing enterprises," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
  22. Kong Ximei & Muhammad Qasim Javaid & Tanzeela Shams & Muhammad Sibt‐e‐Ali, 2025. "Information and communication technology, economic globalization, and environmental sustainability in APEC nations: Insights from LCC and EKC hypotheses testing," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(1), pages 878-903, February.
  23. Marti, Luisa & Puertas, Rosa, 2023. "Analysis of European competitiveness based on its innovative capacity and digitalization level," Technology in Society, Elsevier, vol. 72(C).
  24. Li, Jiajia & Li, Jun & Zhang, Jian, 2024. "Can digitalization facilitate low carbon lifestyle? --Evidence from households’ embedded emissions in China," Technology in Society, Elsevier, vol. 76(C).
  25. Magazzino, Cosimo & Giolli, Lorenzo, 2021. "The relationship among railway networks, energy consumption, and real added value in Italy. Evidence form ARDL and Wavelet analysis," Research in Transportation Economics, Elsevier, vol. 90(C).
  26. Tomiwa Sunday Adebayo & Festus Victor Bekun & Ilhan Ozturk & Murat Ismet Haseki, 2023. "Another outlook into energy‐growth nexus in Mexico for sustainable development: Accounting for the combined impact of urbanization and trade openness," Natural Resources Forum, Blackwell Publishing, vol. 47(2), pages 334-352, May.
  27. Zhilun Jiao & Ningning Yu & Xiaofan Wu, 2024. "Disentangling the Intelligentization–Carbon Emission Nexus within China’s Logistics Sector: An Econometric Approach," Energies, MDPI, vol. 17(16), pages 1-21, August.
  28. Soytas, Ugur & Magazzino, Cosimo & Mele, Marco & Schneider, Nicolas, 2022. "Economic and environmental implications of the nuclear power phase-out in Belgium: Insights from time-series models and a partial differential equations algorithm," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 241-256.
  29. Cosimo Magazzino & Marco Mele, 2025. "A new machine learning algorithm to explore the CO2 emissions-energy use-economic growth trilemma," Annals of Operations Research, Springer, vol. 345(2), pages 665-683, February.
  30. Işık, Cem & Bulut, Umit & Ongan, Serdar & Islam, Hasibul & Irfan, Muhammad, 2024. "Exploring how economic growth, renewable energy, internet usage, and mineral rents influence CO2 emissions: A panel quantile regression analysis for 27 OECD countries," Resources Policy, Elsevier, vol. 92(C).
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