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Do ICT trade balances and natural resources foster carbon emissions? The role of government effectiveness and green technology innovation

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  • Irfan, Muhammad
  • Quddus, Abdul
  • Shahzad, Farrukh
  • Wang, Yanfei

Abstract

BRICS economies have experienced high growth rates in their industries; however, at the same time, their environment has been severely polluted. Thus, this study, for the first time, investigates the impact of agriculture, forestry, fishing sectors, ICT goods imports and exports, government effectiveness, natural resources rents, green technology and innovation, and economic growth on carbon emissions in BRICS from 2000 to 2022. The study employs the generalized method of moment (GMM) for data analysis purposes. The results of GMM are further verified by using the generalized least square (GLS), common correlated effect mean group (CCEMG) and augmented mean group (AMG) methods. Study results show that all variables positively affect carbon emissions except government effectiveness, which has a negative effect. The findings suggest that effective government measures reduce emissions, emphasizing the importance of strong governance and regulatory frameworks to address climate change.

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  • Irfan, Muhammad & Quddus, Abdul & Shahzad, Farrukh & Wang, Yanfei, 2025. "Do ICT trade balances and natural resources foster carbon emissions? The role of government effectiveness and green technology innovation," Structural Change and Economic Dynamics, Elsevier, vol. 72(C), pages 320-329.
    • Handle: RePEc:eee:streco:v:72:y:2025:i:c:p:320-329
    DOI: 10.1016/j.strueco.2024.12.007
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    1. Xiangfeng Ji & Muhammad Umar & Shahid Ali & Wajid Ali & Kai Tang & Zeeshan Khan, 2021. "Does fiscal decentralization and eco‐innovation promote sustainable environment? A case study of selected fiscally decentralized countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(1), pages 79-88, January.
    2. Tarek Ghazouani & Samir Maktouf, 2024. "Impact of natural resources, trade openness, and economic growth on CO2 emissions in oil‐exporting countries: A panel autoregressive distributed lag analysis," Natural Resources Forum, Blackwell Publishing, vol. 48(1), pages 211-231, February.
    3. Dong, Kangyin & Sun, Renjin & Hochman, Gal, 2017. "Do natural gas and renewable energy consumption lead to less CO2 emission? Empirical evidence from a panel of BRICS countries," Energy, Elsevier, vol. 141(C), pages 1466-1478.
    4. Muhammad Irfan & Jacob Cherian & Abdul Aziz Abdul Rahman & Akram M. Haddad & Muhammad Safdar Sial & Basit Ali & Talles Vianna Brugni, 2022. "Measuring the Impact of Air Pollutants on Ecological Footprint, Forest Area and Cropland," International Journal of Energy Economics and Policy, Econjournals, vol. 12(1), pages 444-452.
    5. Caragliu, Andrea, 2021. "Energy efficiency-enhancing policies and firm performance: Evidence from the paper and glass industries in Italy," Energy Policy, Elsevier, vol. 156(C).
    6. Muhammad Awais Baloch & Ilhan Ozturk & Festus Victor Bekun & Danish Khan, 2021. "Modeling the dynamic linkage between financial development, energy innovation, and environmental quality: Does globalization matter?," Business Strategy and the Environment, Wiley Blackwell, vol. 30(1), pages 176-184, January.
    7. Wenji Huang & Hayot Berk Saydaliev & Wasim Iqbal & Muhammad Irfan, 2022. "Measuring The Impact Of Economic Policies On Co2 Emissions: Ways To Achieve Green Economic Recovery In The Post-Covid-19 Era," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 13(03), pages 1-29, August.
    8. Hasan, Mohammad Maruf & Nan, Su & Waris, Umra, 2024. "Assessing the dynamics among oil consumption, ecological footprint, and renewable energy: Role of institutional quality in major oil-consuming countries," Resources Policy, Elsevier, vol. 90(C).
    9. Iftikhar Yasin & Nawaz Ahmad & Muhammad Aslam Chaudhary, 2021. "The impact of financial development, political institutions, and urbanization on environmental degradation: evidence from 59 less-developed economies," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(5), pages 6698-6721, May.
    10. Maxwell Chukwudi Udeagha & Edwin Muchapondwa, 2023. "Striving for the United Nations (UN) sustainable development goals (SDGs) in BRICS economies: The role of green finance, fintech, and natural resource rent," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(5), pages 3657-3672, October.
    11. Can Zhang & Umra Waris & Leren Qian & Muhammad Irfan & Mubeen Abdur Rehman, 2024. "Unleashing the dynamic linkages among natural resources, economic complexity, and sustainable economic growth: Evidence from G‐20 countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(4), pages 3736-3752, August.
    12. Zhang, Shuyuan & Xie, Wenlan & Sun, Siying & Wu, Fan & Xue, Ying, 2024. "Nexus of green energy innovation, governance quality, and CO2 emissions in natural resource sector: The role of sustainable human development," Resources Policy, Elsevier, vol. 88(C).
    13. Feng Wang & Tayyaba Rani & Asif Razzaq, 2023. "Environmental impact of fiscal decentralization, green technology innovation and institution’s efficiency in developed countries using advance panel modelling," Energy & Environment, , vol. 34(4), pages 1006-1030, June.
    14. Majed Alharthi & Md Mazharul Islam & Hawazen Alamoudi & Md Wahid Murad, 2024. "Determinants that attract and discourage foreign direct investment in GCC countries: Do macroeconomic and environmental factors matter?," PLOS ONE, Public Library of Science, vol. 19(2), pages 1-28, February.
    15. Li, Xinze & Zhang, Caiyun & Zhu, Huan, 2023. "Effect of information and communication technology on CO2 emissions: An analysis based on country heterogeneity perspective," Technological Forecasting and Social Change, Elsevier, vol. 192(C).
    16. Khan, Imran & Muhammad, Ihsan & Sharif, Arshian & Khan, Inayat & Ji, Xiangbo, 2024. "Unlocking the potential of renewable energy and natural resources for sustainable economic growth and carbon neutrality: A novel panel quantile regression approach," Renewable Energy, Elsevier, vol. 221(C).
    17. Uzar, Umut, 2020. "Political economy of renewable energy: Does institutional quality make a difference in renewable energy consumption?," Renewable Energy, Elsevier, vol. 155(C), pages 591-603.
    18. 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.
    19. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    20. Xiaomin Sun & Jing Qing & Syed Ahsan Ali Shah & Yasir Ahmed Solangi, 2023. "Exploring the Complex Nexus between Sustainable Development and Green Tourism through Advanced GMM Analysis," Sustainability, MDPI, vol. 15(14), pages 1-20, July.
    21. 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.
    22. Wang, Zhaohua & Danish, & Zhang, Bin & Wang, Bo, 2018. "The moderating role of corruption between economic growth and CO2 emissions: Evidence from BRICS economies," Energy, Elsevier, vol. 148(C), pages 506-513.
    23. Xia Chen & Jianmin Liu, 2020. "Fiscal Decentralization and Environmental Pollution: A Spatial Analysis," Discrete Dynamics in Nature and Society, Hindawi, vol. 2020, pages 1-10, March.
    24. Sadiq, Muhammad & Paramaiah, Ch & joseph, Robinson & Dong, Ziguang & Nawaz, Muhammad Atif & Shukurullaevich, Nizomjon Khajimuratov, 2024. "Role of fintech, green finance, and natural resource rents in sustainable climate change in China. Mediating role of environmental regulations and government interventions in the pre-post COVID eras," Resources Policy, Elsevier, vol. 88(C).
    25. Cheng, Yuanyuan & Yao, Xin, 2021. "Carbon intensity reduction assessment of renewable energy technology innovation in China: A panel data model with cross-section dependence and slope heterogeneity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    26. Zhang, Xuan & Hasan, Mohammad Maruf & Waris, Umra, 2024. "Assessing the nexus between natural resources and government effectiveness: Role of green innovation in shaping environmental sustainability of BRICS nations," Resources Policy, Elsevier, vol. 93(C).
    27. A. Baccini & S. J. Goetz & W. S. Walker & N. T. Laporte & M. Sun & D. Sulla-Menashe & J. Hackler & P. S. A. Beck & R. Dubayah & M. A. Friedl & S. Samanta & R. A. Houghton, 2012. "Estimated carbon dioxide emissions from tropical deforestation improved by carbon-density maps," Nature Climate Change, Nature, vol. 2(3), pages 182-185, March.
    28. Wang, Erhong & Padhan, Hemachandra & Pruseth, Sujit Kumar & Ma, Junwei, 2024. "Government efficiency, green technology, and ecological footprint: Strategic framework for natural resource management efficiency targets," Resources Policy, Elsevier, vol. 91(C).
    29. Bai, Dongbei & Hu, Jin & Irfan, Muhammad & Hu, Mingjun, 2023. "Unleashing the impact of ecological civilization pilot policies on green technology innovation: Evidence from a novel SC-DID model," Energy Economics, Elsevier, vol. 125(C).
    30. Aripin Ahmad & Heru Wahyudi & Winda Riska Lestari, 2024. "The Effect of GDP Per Capita, Population, and Income Inequality on CO2 Emissions in Indonesia," International Journal of Energy Economics and Policy, Econjournals, vol. 14(1), pages 365-370, January.
    31. Wang, Qiang & Hu, Sailan & Li, Rongrong, 2024. "Could information and communication technology (ICT) reduce carbon emissions? The role of trade openness and financial development," Telecommunications Policy, Elsevier, vol. 48(3).
    32. Feng, Chen-Yu & Yang, Xiaodong & Afshan, Sahar & Irfan, Muhamamd, 2023. "Can renewable energy technology innovation promote mineral resources’ green utilization efficiency? Novel insights from regional development inequality," Resources Policy, Elsevier, vol. 82(C).
    33. Béchir Ben Lahouel & Lotfi Taleb & Shunsuke Managi & Khaled Guesmi, 2024. "The threshold effects of ICT on CO2 emissions: evidence from the MENA countries," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 26(2), pages 285-305, April.
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