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The influence of economic complexity processes and renewable energy on CO2 emissions of BRICS. What about industry 4.0?

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  • Balsalobre-Lorente, Daniel
  • Contente dos Santos Parente, Clara
  • Leitão, Nuno Carlos
  • Cantos-Cantos, José María

Abstract

This study analyses the relationship between carbon dioxide emissions per capita, the economic complexity index, renewable energy, and inward foreign direct investment using panel data for the BRICS countries from 1995 to 2020. Empirical results confirm that the environmental Kuznets curve is fulfilled, with a positive but decreasing contribution of economic development on environmental deterioration, to the point that neutrality on CO2 emissions can be achieved in the long term. In addition, the results confirm, in this case, the Pollution Haven Hypothesis, that is, the set of BRICS economies chooses to apply regulations that do not respect the environment. The results of other econometric studies support this study, pointing to long-run cointegration. The unit root tests and the variance inflation test also point to stationarity at the first difference and a lack of multicollinearity, respectively.

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  • Balsalobre-Lorente, Daniel & Contente dos Santos Parente, Clara & Leitão, Nuno Carlos & Cantos-Cantos, José María, 2023. "The influence of economic complexity processes and renewable energy on CO2 emissions of BRICS. What about industry 4.0?," Resources Policy, Elsevier, vol. 82(C).
    • Handle: RePEc:eee:jrpoli:v:82:y:2023:i:c:s0301420723002581
    DOI: 10.1016/j.resourpol.2023.103547
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    as
    1. Wan, Guanghua & Wang, Chen & Wang, Jinxian & Zhang, Xun, 2022. "The income inequality-CO2 emissions nexus: Transmission mechanisms," Ecological Economics, Elsevier, vol. 195(C).
    2. Pegah Sadeghi & Hamid Shahrestani & Kambiz Hojabr Kiani & Taghi Torabi, 2020. "Economic complexity, human capital, and FDI attraction: A cross country analysis," International Economics, CEPII research center, issue 164, pages 168-182.
    3. Duro, Juan Antonio & Padilla, Emilio, 2008. "Analysis of the international distribution of per capita CO2 emissions using the polarization concept," Energy Policy, Elsevier, vol. 36(1), pages 456-466, January.
    4. Jeremiás Máté Balogh & Nuno Carlos Leitão, 2019. "A gravity approach of agricultural trade: The nexus of the EU and African, Caribbean and Pacific countries," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 65(11), pages 509-519.
    5. Dimitris Mourtzis & John Angelopoulos & Nikos Panopoulos, 2022. "A Literature Review of the Challenges and Opportunities of the Transition from Industry 4.0 to Society 5.0," Energies, MDPI, vol. 15(17), pages 1-29, August.
    6. Cheng, Lu & Mi, Zhifu & Sudmant, Andrew & Coffman, D'Maris, 2022. "Bigger cities better climate? Results from an analysis of urban areas in China," Energy Economics, Elsevier, vol. 107(C).
    7. Usman, Muhammad & Makhdum, Muhammad Sohail Amjad, 2021. "What abates ecological footprint in BRICS-T region? Exploring the influence of renewable energy, non-renewable energy, agriculture, forest area and financial development," Renewable Energy, Elsevier, vol. 179(C), pages 12-28.
    8. Nuno Carlos Leitão & Daniel Balsalobre-Lorente & José María Cantos-Cantos, 2021. "The Impact of Renewable Energy and Economic Complexity on Carbon Emissions in BRICS Countries under the EKC Scheme," Energies, MDPI, vol. 14(16), pages 1-15, August.
    9. Olimpia Neagu, 2019. "The Link between Economic Complexity and Carbon Emissions in the European Union Countries: A Model Based on the Environmental Kuznets Curve (EKC) Approach," Sustainability, MDPI, vol. 11(17), pages 1-27, August.
    10. Marthinus C. Breitenbach & Carolyn Chisadza & Matthew Clance, 2022. "The Economic Complexity Index (ECI) and output volatility: High vs. low income countries," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 31(4), pages 566-580, May.
    11. Buhari Doğan & Oana M. Driha & Daniel Balsalobre Lorente & Umer Shahzad, 2021. "The mitigating effects of economic complexity and renewable energy on carbon emissions in developed countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(1), pages 1-12, January.
    12. Hartmann, Dominik & Guevara, Miguel R. & Jara-Figueroa, Cristian & Aristarán, Manuel & Hidalgo, César A., 2017. "Linking Economic Complexity, Institutions, and Income Inequality," World Development, Elsevier, vol. 93(C), pages 75-93.
    13. 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.
    14. Magdalena Jelonek & Maria Urbaniec, 2019. "Development of Sustainability Competencies for the Labour Market: An Exploratory Qualitative Study," Sustainability, MDPI, vol. 11(20), pages 1-16, October.
    15. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    16. Khezri, Mohsen & Heshmati, Almas & Khodaei, Mehdi, 2022. "Environmental implications of economic complexity and its role in determining how renewable energies affect CO2 emissions," Applied Energy, Elsevier, vol. 306(PB).
    17. Wilman-Santiago Ochoa-Moreno & Byron Alejandro Quito & Carlos Andrés Moreno-Hurtado, 2021. "Foreign Direct Investment and Environmental Quality: Revisiting the EKC in Latin American Countries," Sustainability, MDPI, vol. 13(22), pages 1-18, November.
    18. Huang, Yongming & Haseeb, Mohammad & Usman, Muhammad & Ozturk, Ilhan, 2022. "Dynamic association between ICT, renewable energy, economic complexity and ecological footprint: Is there any difference between E-7 (developing) and G-7 (developed) countries?," Technology in Society, Elsevier, vol. 68(C).
    19. Singhania, Monica & Saini, Neha, 2021. "Demystifying pollution haven hypothesis: Role of FDI," Journal of Business Research, Elsevier, vol. 123(C), pages 516-528.
    20. Xiaoyan Li & Jia Liu & Peijie Ni, 2021. "The Impact of the Digital Economy on CO 2 Emissions: A Theoretical and Empirical Analysis," Sustainability, MDPI, vol. 13(13), pages 1-15, June.
    21. Acheampong, Alex O., 2019. "Modelling for insight: Does financial development improve environmental quality?," Energy Economics, Elsevier, vol. 83(C), pages 156-179.
    22. Pata, Ugur Korkut, 2021. "Linking renewable energy, globalization, agriculture, CO2 emissions and ecological footprint in BRIC countries: A sustainability perspective," Renewable Energy, Elsevier, vol. 173(C), pages 197-208.
    23. Rezza, Alief A., 2013. "FDI and pollution havens: Evidence from the Norwegian manufacturing sector," Ecological Economics, Elsevier, vol. 90(C), pages 140-149.
    24. Ritu Rana & Manoj Sharma, 2019. "Dynamic causality testing for EKC hypothesis, pollution haven hypothesis and international trade in India," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 28(3), pages 348-364, April.
    25. Jiang, Qingquan & Khattak, Shoukat Iqbal & Rahman, Zia Ur, 2021. "Measuring the simultaneous effects of electricity consumption and production on carbon dioxide emissions (CO2e) in China: New evidence from an EKC-based assessment," Energy, Elsevier, vol. 229(C).
    26. Athanasios Lapatinas & Anastasia Litina & Skerdilajda Zanaj, 2021. "The Impact of Economic Complexity on the Formation of Environmental Culture," Sustainability, MDPI, vol. 13(2), pages 1-25, January.
    27. Ricardo Hausmann & César Hidalgo, 2011. "The network structure of economic output," Journal of Economic Growth, Springer, vol. 16(4), pages 309-342, December.
    28. Shahbaz, Muhammad & Nasir, Muhammad Ali & Roubaud, David, 2018. "Environmental degradation in France: The effects of FDI, financial development, and energy innovations," Energy Economics, Elsevier, vol. 74(C), pages 843-857.
    29. 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.
    30. Parker, Steven & Bhatti, M. Ishaq, 2020. "Dynamics and drivers of per capita CO2 emissions in Asia," Energy Economics, Elsevier, vol. 89(C).
    31. Roger Burritt & Katherine Christ, 2016. "Industry 4.0 and environmental accounting: a new revolution?," Asian Journal of Sustainability and Social Responsibility, Springer, vol. 1(1), pages 23-38, December.
    32. Chen, Jiandong & Xie, Qiaoli & Shahbaz, Muhammad & Song, Malin & Wu, Yuliang, 2021. "The fossil energy trade relations among BRICS countries," Energy, Elsevier, vol. 217(C).
    33. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    34. Viktoriia Koilo, 2019. "Evidence of the Environmental Kuznets Curve: Unleashing the Opportunity of Industry 4.0 in Emerging Economies," JRFM, MDPI, vol. 12(3), pages 1-18, July.
    35. Olimpia Neagu & Mircea Constantin Teodoru, 2019. "The Relationship between Economic Complexity, Energy Consumption Structure and Greenhouse Gas Emission: Heterogeneous Panel Evidence from the EU Countries," Sustainability, MDPI, vol. 11(2), pages 1-29, January.
    36. Dalia M. Ibrahiem, 2015. "Renewable electricity consumption , Foreign direct investment and Economic growth in Egypt: An ARDL approach," Proceedings of Economics and Finance Conferences 2204592, International Institute of Social and Economic Sciences.
    37. Azevedo, Vitor G. & Sartori, Simone & Campos, Lucila M.S., 2018. "CO2 emissions: A quantitative analysis among the BRICS nations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 107-115.
    38. Judit Oláh & Nemer Aburumman & József Popp & Muhammad Asif Khan & Hossam Haddad & Nicodemus Kitukutha, 2020. "Impact of Industry 4.0 on Environmental Sustainability," Sustainability, MDPI, vol. 12(11), pages 1-21, June.
    39. Chen, Jiandong & Xie, Qiaoli & Shahbaz, Muhammad & Song, Malin & Li, Li, 2022. "Impact of bilateral trade on fossil energy consumption in BRICS: An extended decomposition analysis," Economic Modelling, Elsevier, vol. 106(C).
    40. Najia Saqib, 2022. "Green energy, non-renewable energy, financial development and economic growth with carbon footprint: heterogeneous panel evidence from cross-country," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 6945-6964, December.
    41. Jahangir Alam, Mohammad & Ara Begum, Ismat & Buysse, Jeroen & Van Huylenbroeck, Guido, 2012. "Energy consumption, carbon emissions and economic growth nexus in Bangladesh: Cointegration and dynamic causality analysis," Energy Policy, Elsevier, vol. 45(C), pages 217-225.
    42. Sinha, Avik & Shahbaz, Muhammad & Balsalobre, Daniel, 2017. "Exploring the Relationship between Energy Usage Segregation and Environmental Degradation in N-11 Countries," MPRA Paper 81212, University Library of Munich, Germany, revised 07 Sep 2017.
    43. Baek, Jungho, 2016. "A new look at the FDI–income–energy–environment nexus: Dynamic panel data analysis of ASEAN," Energy Policy, Elsevier, vol. 91(C), pages 22-27.
    44. Olimpia Neagu, 2020. "Economic Complexity and Ecological Footprint: Evidence from the Most Complex Economies in the World," Sustainability, MDPI, vol. 12(21), pages 1-18, October.
    45. Nuno Carlos Leit o, 2014. "Economic Growth, Carbon Dioxide Emissions, Renewable Energy and Globalization," International Journal of Energy Economics and Policy, Econjournals, vol. 4(3), pages 391-399.
    46. Sun, Yunpeng & Bao, Qun & Siao-Yun, Wei & Islam, Misbah ul & Razzaq, Asif, 2022. "Renewable energy transition and environmental sustainability through economic complexity in BRICS countries: Fresh insights from novel Method of Moments Quantile regression," Renewable Energy, Elsevier, vol. 184(C), pages 1165-1176.
    47. Piao, Longjian & de Vries, Laurens & de Weerdt, Mathijs & Yorke-Smith, Neil, 2021. "Electricity markets for DC distribution systems: Locational pricing trumps wholesale pricing," Energy, Elsevier, vol. 214(C).
    48. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    49. Henry Laverde-Rojas & Juan C. Correa, 2021. "Economic Complexity, Economic Growth, and CO2 Emissions: A Panel Data Analysis," International Economic Journal, Taylor & Francis Journals, vol. 35(4), pages 411-433, October.
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