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

Citations

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Cited by:

  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. Wenjuan Lu & Shenya Mao & Xinfeng Qiu & Chenjing Yan, 2025. "Industrial Robots and Environmental Pollution: Evidence From Chinese Cities," Journal of International Development, John Wiley & Sons, Ltd., vol. 37(3), pages 820-833, April.
  3. 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.
  4. 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).
  5. 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.
  6. 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).
  7. 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.
  8. 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.
  9. 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.
  10. 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).
  11. 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.
  12. Tunahan Degirmenci & Mucahit Aydin, 2024. "Testing the load capacity curve hypothesis with green innovation, green tax, green energy, and technological diffusion: A novel approach to Kyoto protocol," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(5), pages 4931-4945, October.
  13. Feng, Ting & Xiong, Ruoyu & Huan, Peng, 2023. "Productive use of natural resources in agriculture: The main policy lessons," Resources Policy, Elsevier, vol. 85(PA).
  14. 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.
  15. 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.
  16. 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).
  17. Busra Agan, 2025. "Assessing the dynamic impacts of climate change adaptation and clean energy innovations on economic growth in OECD countries," Natural Resources Forum, Blackwell Publishing, vol. 49(2), pages 1057-1080, May.
  18. 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.
  19. Haoyu Si & Zia Ur Rahman, 2024. "Embracing the digital revolution: Examining the relationship between ICT adoption and carbon emissions in the Persian Gulf," PLOS ONE, Public Library of Science, vol. 19(6), pages 1-22, June.
  20. 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).
  21. 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).
  22. 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.
  23. 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.
  24. 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.
  25. 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).
  26. Hanna Li & Yu Chen, 2025. "Does Artificial Intelligence Promote Firms’ Green Technological Innovation?," Sustainability, MDPI, vol. 17(11), pages 1-24, May.
  27. 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.
  28. Jean Vasile Andrei & Dragoş Sebastian Cristea & Florian Marcel Nuţă & Ştefan‐Mihai Petrea & Alina Cristina Nuţă & Adriana Tiron Tudor & Luminita Chivu, 2024. "Exploring the causal relationship between PM 2.5 air pollution and urban areas economic welfare and social‐wellbeing: Evidence form 15 European capitals," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(5), pages 4567-4592, October.
  29. Marti, Luisa & Puertas, Rosa, 2023. "Analysis of European competitiveness based on its innovative capacity and digitalization level," Technology in Society, Elsevier, vol. 72(C).
  30. 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).
  31. 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).
  32. 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.
  33. 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.
  34. 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.
  35. 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.
  36. 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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