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The impact of information and communication technology (ICT) on carbon dioxide emissions: Evidence from heterogeneous ICT countries

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  • Isaac Appiah-Otoo
  • Alex O. Acheampong
  • Na Song
  • Xudong Chen

Abstract

Climate change remains one of the world’s significant threats today, and thus Sustainable Development Goal (SDG) 13 prioritizes countries to reduce global greenhouse gas emissions and mitigate climate change by 2030. Recent studies have scrutinized the impact of Information and Communications Technologies (ICTs) on the environment. However, the majority of these studies assumed that the environmental impact of ICT is homogenous across countries. This study, therefore, investigated the impact of ICT on environmental degradation, considering the difference in ICT quality among countries. Applying a panel dataset of 110 countries between 2000 to 2018 and the instrumental variable generalized method of moments (IV-GMM) technique, the findings revealed that ICTs improve environmental sustainability in countries with high ICT quality while degrading the environment in countries with moderate and low ICT quality. The results of the causality analysis also showed bi-directional causality between ICT and carbon emissions in countries with high and moderate ICT quality, while there is a uni-directional causality running from carbon emissions to ICT in countries with low ICT quality. Policies that enhance ICT usage through low pricing were recommended for moderate and low ICT quality countries to help mitigate environmental degradation.

Suggested Citation

  • Isaac Appiah-Otoo & Alex O. Acheampong & Na Song & Xudong Chen, 2023. "The impact of information and communication technology (ICT) on carbon dioxide emissions: Evidence from heterogeneous ICT countries," Energy & Environment, , vol. 34(8), pages 3080-3102, December.
  • Handle: RePEc:sae:engenv:v:34:y:2023:i:8:p:3080-3102
    DOI: 10.1177/0958305X221118877
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    1. Asongu, Simplice A. & Le Roux, Sara & Biekpe, Nicholas, 2017. "Environmental degradation, ICT and inclusive development in Sub-Saharan Africa," Energy Policy, Elsevier, vol. 111(C), pages 353-361.
    2. Danish & Jianwu Zhang & Bo Wang & Zahid Latif, 2019. "Towards cross‐regional sustainable development: The nexus between information and communication technology, energy consumption, and CO2 emissions," Sustainable Development, John Wiley & Sons, Ltd., vol. 27(5), pages 990-1000, September.
    3. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2003. "Instrumental variables and GMM: Estimation and testing," Stata Journal, StataCorp LLC, vol. 3(1), pages 1-31, March.
    4. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    5. Isaac Appiah-Otoo & Na Song, 2021. "The Impact of Fintech on Poverty Reduction: Evidence from China," Sustainability, MDPI, vol. 13(9), pages 1-13, May.
    6. Asongu, Simplice & Amari, Mouna & Jarboui, Anis & Mouakhar, Khaireddine, 2021. "ICT dynamics for gender inclusive intermediary education: Minimum poverty and inequality thresholds in developing countries," Telecommunications Policy, Elsevier, vol. 45(5).
    7. Dehghan Shabani, Zahra & Shahnazi, Rouhollah, 2019. "Energy consumption, carbon dioxide emissions, information and communications technology, and gross domestic product in Iranian economic sectors: A panel causality analysis," Energy, Elsevier, vol. 169(C), pages 1064-1078.
    8. Shahbaz, Muhammad & Nasreen, Samia & Ahmed, Khalid & Hammoudeh, Shawkat, 2017. "Trade openness–carbon emissions nexus: The importance of turning points of trade openness for country panels," Energy Economics, Elsevier, vol. 61(C), pages 221-232.
    9. Acheampong, Alex O. & Erdiaw-Kwasie, Michael Odei & Abunyewah, Matthew, 2021. "Does energy accessibility improve human development? Evidence from energy-poor regions," Energy Economics, Elsevier, vol. 96(C).
    10. Shi, Anqing, 2003. "The impact of population pressure on global carbon dioxide emissions, 1975-1996: evidence from pooled cross-country data," Ecological Economics, Elsevier, vol. 44(1), pages 29-42, February.
    11. Chien, Mei-Se & Cheng, Chih-Yang & Kurniawati, Meta Ayu, 2020. "The non-linear relationship between ICT diffusion and financial development," Telecommunications Policy, Elsevier, vol. 44(9).
    12. Acheampong, Alex O. & Boateng, Elliot & Amponsah, Mary & Dzator, Janet, 2021. "Revisiting the economic growth–energy consumption nexus: Does globalization matter?," Energy Economics, Elsevier, vol. 102(C).
    13. Mohd Alsaleh & Azeem Oluwaseyi Zubair & Abdul Samad Abdul‐Rahim, 2020. "The impact of global competitiveness on the growth of bioenergy industry in EU‐28 region," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(5), pages 1304-1316, September.
    14. Abid, Mehdi, 2016. "Impact of economic, financial, and institutional factors on CO2 emissions: Evidence from Sub-Saharan Africa economies," Utilities Policy, Elsevier, vol. 41(C), pages 85-94.
    15. Zhang, Chuanguo & Liu, Cong, 2015. "The impact of ICT industry on CO2 emissions: A regional analysis in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 44(C), pages 12-19.
    16. Asongu, Simplice A. & Odhiambo, Nicholas M., 2020. "Foreign direct investment, information technology and economic growth dynamics in Sub-Saharan Africa," Telecommunications Policy, Elsevier, vol. 44(1).
    17. Muhammad Bilal Khan & Hummera Saleem & Malik Shahzad Shabbir & Xie Huobao, 2022. "The effects of globalization, energy consumption and economic growth on carbon dioxide emissions in South Asian countries," Energy & Environment, , vol. 33(1), pages 107-134, February.
    18. Isaac Appiah-Otoo & Alex O. Acheampong & Na Song & Camara Kwasi Obeng & Isaac K. Appiah, 2022. "Foreign aid—Economic Growth Nexus in Africa: Does Financial Development Matter?," International Economic Journal, Taylor & Francis Journals, vol. 36(3), pages 418-444, July.
    19. Nath, Hiranya K. & Liu, Lirong, 2017. "Information and communications technology (ICT) and services trade," Information Economics and Policy, Elsevier, vol. 41(C), pages 81-87.
    20. Acheampong, Alex O. & Dzator, Janet & Savage, David A., 2021. "Renewable energy, CO2 emissions and economic growth in sub-Saharan Africa: Does institutional quality matter?," Journal of Policy Modeling, Elsevier, vol. 43(5), pages 1070-1093.
    21. Appiah-Otoo, Isaac & Song, Na, 2021. "The impact of ICT on economic growth-Comparing rich and poor countries," Telecommunications Policy, Elsevier, vol. 45(2).
    22. Ibrahim D. Raheem & Aviral K. Tiwari & Daniel Balsalobre-lorente, 2019. "The Role of ICT and Financial Development on CO2 Emissions and Economic Growth," Working Papers of the African Governance and Development Institute. 19/058, African Governance and Development Institute..
    23. Chien, Fengsheng & Anwar, Ahsan & Hsu, Ching-Chi & Sharif, Arshian & Razzaq, Asif & Sinha, Avik, 2021. "The role of information and communication technology in encountering environmental degradation: Proposing an SDG framework for the BRICS countries," Technology in Society, Elsevier, vol. 65(C).
    24. Sassi, Seifallah & Ben Ali, Mohamed Sami, 2017. "Corruption in Africa: What role does ICT diffusion play," Telecommunications Policy, Elsevier, vol. 41(7), pages 662-669.
    25. Acheampong, Alex O. & Amponsah, Mary & Boateng, Elliot, 2020. "Does financial development mitigate carbon emissions? Evidence from heterogeneous financial economies," Energy Economics, Elsevier, vol. 88(C).
    26. Ertugrul, Hasan Murat & Çetin, Murat & Şeker, Fahri & Dogan, Eyüp, 2015. "The impact of trade openness on global carbon dioxide emissions: Evidence from the top ten emitters among developing countries," MPRA Paper 97539, University Library of Munich, Germany, revised 10 Mar 2016.
    27. York, Richard & Rosa, Eugene A. & Dietz, Thomas, 2003. "STIRPAT, IPAT and ImPACT: analytic tools for unpacking the driving forces of environmental impacts," Ecological Economics, Elsevier, vol. 46(3), pages 351-365, October.
    28. Nasir, Muhammad & Ur Rehman, Faiz, 2011. "Environmental Kuznets Curve for carbon emissions in Pakistan: An empirical investigation," Energy Policy, Elsevier, vol. 39(3), pages 1857-1864, March.
    29. Narayan, Paresh Kumar & Saboori, Behnaz & Soleymani, Abdorreza, 2016. "Economic growth and carbon emissions," Economic Modelling, Elsevier, vol. 53(C), pages 388-397.
    30. Recep Ulucak & Danish & Salah Ud‐Din Khan, 2020. "Does information and communication technology affect CO2 mitigation under the pathway of sustainable development during the mode of globalization?," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(4), pages 857-867, July.
    31. Salahuddin, Mohammad & Alam, Khorshed & Ozturk, Ilhan, 2016. "The effects of Internet usage and economic growth on CO2 emissions in OECD countries: A panel investigation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 1226-1235.
    32. Daniel Hoechle, 2007. "Robust standard errors for panel regressions with cross-sectional dependence," Stata Journal, StataCorp LLC, vol. 7(3), pages 281-312, September.
    33. Alsaleh, Mohd & Abdul-Rahim, A.S. & Mohd-Shahwahid, H.O., 2017. "Determinants of technical efficiency in the bioenergy industry in the EU28 region," Renewable and Sustainable Energy Reviews, Elsevier, vol. 78(C), pages 1331-1349.
    34. Asane-Otoo, Emmanuel, 2015. "Carbon footprint and emission determinants in Africa," Energy, Elsevier, vol. 82(C), pages 426-435.
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