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Breaking barriers, cultivating sustainability: Discovering the trifecta influence of digitalization, natural resources, and globalization on eco-innovations across 27 European nations

Author

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  • Usman, Muhammad
  • Simionescu, Mihaela
  • Radulescu, Magdalena
  • Balsalobre-Lorente, Daniel

Abstract

In recent years, the convergence of digitalization, natural resources, and globalization has profoundly influenced eco-innovations in European economies, emphasizing their significance in achieving sustainable development goals (SDGs). Additionally, digitalization enables smart infrastructure and facilitates a circular economy. Furthermore, natural resources provide prospects for transitioning to renewable energy and improving resource efficiency, while globalization connects European economies to global networks, endorsing the exchange of information and best practices. This study examines the influence of digitalization, natural resources, and globalization on eco-innovations for the 27 European Union (EU-27) nations from 1990 to 2021. The estimated outcomes reveal that digitalization substantially encourages eco-innovations. After confirming the issues of cross-sectional dependence and slope heterogeneity, this study adopts the second-generation process to estimate consistent and robust outcomes. The findings from the method of moment quantile regression (MMQR) show that digitalization significantly increases eco-innovations across all quantiles. Regarding natural resources, the findings explore the asymmetric relationship, indicating that an increase in natural resources raises the level of eco-innovations in the lower and lower-middle quantiles but decreases it in the upper quantiles. This signifies the inefficient use of natural resources in EU-27 nations. Additionally, the findings report that the globalization process significantly reduces the pace of eco-innovations. The interaction between natural resources and digitalization reveals that it increases eco-innovations at lower quantiles but reduces them at higher quantiles. As for the interaction between natural resources and globalization, the findings indicate a positive association with eco-innovations in the lower and lower-middle quantiles but a negative association in higher quantiles. Based on the estimated evidences, this study suggests some feasible policy inferences to drive eco-innovations, mitigate ecological impacts, and pave the way for a greener and more resilient future in EU-27 nations.

Suggested Citation

  • Usman, Muhammad & Simionescu, Mihaela & Radulescu, Magdalena & Balsalobre-Lorente, Daniel, 2024. "Breaking barriers, cultivating sustainability: Discovering the trifecta influence of digitalization, natural resources, and globalization on eco-innovations across 27 European nations," Resources Policy, Elsevier, vol. 94(C).
  • Handle: RePEc:eee:jrpoli:v:94:y:2024:i:c:s0301420724004768
    DOI: 10.1016/j.resourpol.2024.105109
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    as
    1. Khan, Zeeshan & Malik, Muhammad Yousaf & Latif, Kashmala & Jiao, Zhilun, 2020. "Heterogeneous effect of eco-innovation and human capital on renewable & non-renewable energy consumption: Disaggregate analysis for G-7 countries," Energy, Elsevier, vol. 209(C).
    2. Xufang Li & Dijun Fan & Zhuoxuan Li & Mingzhu Pan, 2023. "The Impact Mechanism of Digitalization on Green Innovation of Chinese Manufacturing Enterprises: An Empirical Study," Sustainability, MDPI, vol. 15(12), pages 1-22, June.
    3. Fernández, Sara & Torrecillas, Celia & Labra, Romilio Ernesto, 2021. "Drivers of eco-innovation in developing countries: the case of Chilean firms," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    4. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    5. Aurelija Burinskienė & Jolanta Nalivaikė, 2024. "Digital and Sustainable (Twin) Transformations: A Case of SMEs in the European Union," Sustainability, MDPI, vol. 16(4), pages 1-24, February.
    6. Qing, Lingli & Usman, Muhammad & Radulescu, Magdalena & Haseeb, Mohammad, 2024. "Towards the vision of going green in South Asian region: The role of technological innovations, renewable energy and natural resources in ecological footprint during globalization mode," Resources Policy, Elsevier, vol. 88(C).
    7. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    8. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    9. 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.
    10. Shu, Xiaoyang & Usman, Muhammad & Ahmad, Paiman & Irfan, Muhammad, 2024. "Analyzing the asymmetric FinTech services under natural resources, and renewable energy in the future environmental performance: New insights from STIRPAT model framework," Resources Policy, Elsevier, vol. 92(C).
    11. Alam, Md. Mahmudul & Murad, Md. Wahid, 2020. "The impacts of economic growth, trade openness and technological progress on renewable energy use in organization for economic co-operation and development countries," Renewable Energy, Elsevier, vol. 145(C), pages 382-390.
    12. Zaidi, Syed Anees Haider & Wei, Zixiang & Gedikli, Ayfer & Zafar, Muhammad Wasif & Hou, Fujun & Iftikhar, Yaser, 2019. "The impact of globalization, natural resources abundance, and human capital on financial development: Evidence from thirty-one OECD countries," Resources Policy, Elsevier, vol. 64(C).
    13. M. Hashem Pesaran, 2015. "Testing Weak Cross-Sectional Dependence in Large Panels," Econometric Reviews, Taylor & Francis Journals, vol. 34(6-10), pages 1089-1117, December.
    14. Paul Ekins, 2010. "Eco-innovation for environmental sustainability: concepts, progress and policies," International Economics and Economic Policy, Springer, vol. 7(2), pages 267-290, August.
    15. Francis Teal & Markus Eberhardt, 2010. "Productivity Analysis in Global Manufacturing Production," Economics Series Working Papers 515, University of Oxford, Department of Economics.
    16. Blomquist, Johan & Westerlund, Joakim, 2013. "Testing slope homogeneity in large panels with serial correlation," Economics Letters, Elsevier, vol. 121(3), pages 374-378.
    17. M. Hashem Pesaran & Yimeng Xie, 2021. "How to Detect Network Dependence in Latent Factor Models? A Bias-Corrected CD Test," Papers 2109.00408, arXiv.org, revised Nov 2024.
    18. Eberhardt, Markus & Teal, Francis, 2008. "Modeling technology and technological change in manufacturing: how do countries differ?," MPRA Paper 10690, University Library of Munich, Germany.
    19. Alvarez-Herranz, Agustin & Balsalobre-Lorente, Daniel & Shahbaz, Muhammad & Cantos, José María, 2017. "Energy innovation and renewable energy consumption in the correction of air pollution levels," Energy Policy, Elsevier, vol. 105(C), pages 386-397.
    20. Dao, Ngoc Bich & Truong, Huong Hoang Diep & Shahbaz, Muhammad & Chu, Lan Khanh, 2024. "The impacts of natural resources rents diversification, uncertainty, and environmental technologies on ecological sustainability: Empirical evidence from OECD countries," Resources Policy, Elsevier, vol. 91(C).
    21. M. Hashem Pesaran & Yimeng Xie, 2021. "A Bias-Corrected CD Test for Error Cross-Sectional Dependence in Panel Data Models with Latent Factors," CESifo Working Paper Series 9234, CESifo.
    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. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    24. Artūras Juodis & Simon Reese, 2022. "The Incidental Parameters Problem in Testing for Remaining Cross-Section Correlation," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(3), pages 1191-1203, June.
    25. Usman, Muhammad & Khalid, Khaizran & Mehdi, Muhammad Abuzar, 2021. "What determines environmental deficit in Asia? Embossing the role of renewable and non-renewable energy utilization," Renewable Energy, Elsevier, vol. 168(C), pages 1165-1176.
    26. Magazzino, Cosimo & Alola, Andrew Adewale & Schneider, Nicolas, 2021. "The trilemma of innovation, logistics performance, and environmental quality in 25 topmost logistics countries: a quantile regression evidence," LSE Research Online Documents on Economics 117654, London School of Economics and Political Science, LSE Library.
    27. Cenamor, Javier & Parida, Vinit & Wincent, Joakim, 2019. "How entrepreneurial SMEs compete through digital platforms: The roles of digital platform capability, network capability and ambidexterity," Journal of Business Research, Elsevier, vol. 100(C), pages 196-206.
    28. Ulucak, Recep & Danish, & Ozcan, Burcu, 2020. "Relationship between energy consumption and environmental sustainability in OECD countries: The role of natural resources rents," Resources Policy, Elsevier, vol. 69(C).
    29. Patwa, Nitin & Sivarajah, Uthayasankar & Seetharaman, Arumugam & Sarkar, Sabyasachi & Maiti, Kausik & Hingorani, Kunal, 2021. "Towards a circular economy: An emerging economies context," Journal of Business Research, Elsevier, vol. 122(C), pages 725-735.
    30. Sandro Montresor & Antonio Vezzani, 2023. "Digital technologies and eco-innovation. Evidence of the twin transition from Italian firms," Industry and Innovation, Taylor & Francis Journals, vol. 30(7), pages 766-800, August.
    31. Vahid Omidi & Abolfazl Shahabadi & Nader Mehregan, 2019. "The Impact of Natural Resources on Innovation," Iranian Economic Review (IER), Faculty of Economics,University of Tehran.Tehran,Iran, vol. 23(3), pages 675-691, Summer.
    32. Ashraf, Muhammad Zubair & Wei, Wei & Usman, Muhammad & Mushtaq, Shahid, 2024. "How can natural resource dependence, environmental-related technologies and digital trade protect the environment: Redesigning SDGs policies for sustainable environment?," Resources Policy, Elsevier, vol. 88(C).
    33. Eberhardt, Markus & Bond, Stephen, 2009. "Cross-section dependence in nonstationary panel models: a novel estimator," MPRA Paper 17692, University Library of Munich, Germany.
    34. Zhao, Xin & Shang, Yuping & Magazzino, Cosimo & Madaleno, Mara & Mallek, Sabrine, 2023. "Multi-step impacts of environmental regulations on green economic growth: Evidence in the lens of natural resource dependence," Resources Policy, Elsevier, vol. 85(PB).
    35. Syed Abdul Rehman Khan & Arsalan Zahid Piprani & Zhang Yu, 2022. "Digital technology and circular economy practices: future of supply chains," Operations Management Research, Springer, vol. 15(3), pages 676-688, December.
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