IDEAS home Printed from https://ideas.repec.org/a/eee/rensus/v153y2022ics136403212101025x.html
   My bibliography  Save this article

Environmental effects of Information and Communication Technology - Exploring the roles of renewable energy, innovation, trade and financial development

Author

Listed:
  • Haldar, Anasuya
  • Sethi, Narayan

Abstract

The increasing energy demand of the Information and Communication Technology (ICT) devices, has drawn the attention of researchers and policymakers. Given that ICT devices are used in almost all sectors of the economy, any effort towards climate-change mitigation should consider the carbon-footprint of the ICT sector. In this study, we analyze the direct effects of ICT on environment as well as the indirect effects through interaction with renewable energy, innovation, trade, and financial development using Driscoll-Kraay Panel Corrected Estimators for 16 emerging countries from 2000 to 2018. We also examine the presence of Environmental Kuznets’ Curve (EKC) hypothesis for the entire sample. We find that increasing internet-use, renewable-energy consumption and trade significantly reduces CO2 emission, while increase in non-renewable energy consumption significantly increases emission. Interaction between innovation and internet-use jointly reduces CO2 emission. Similarly, renewable-energy, innovation, trade and financial-development reduce the CO2 emission from increased mobile-use. EKC hypothesis is found to be present for both internet and mobile-use. For internet-use, the emerging economies have already reached the turning point of EKC whereby increasing internet-penetration reduces CO2 emission. However, mobile-use has not yet reached its turning point of the EKC curve. Robustness check using Bootstrapped Panel-Quantile Regression also confirms that internet-use and renewable-energy consumption reduces CO2 emission, whereas innovation and non-renewable energy consumption increases emission across all quantiles. The results suggest that the emerging economies can safely increase internet-use and related applications to reduce emission. They should also increase the use of renewables and green-innovation technologies in telecommunication-sector to reduce their adverse effects on the environment.

Suggested Citation

  • Haldar, Anasuya & Sethi, Narayan, 2022. "Environmental effects of Information and Communication Technology - Exploring the roles of renewable energy, innovation, trade and financial development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 153(C).
  • Handle: RePEc:eee:rensus:v:153:y:2022:i:c:s136403212101025x
    DOI: 10.1016/j.rser.2021.111754
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S136403212101025X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.rser.2021.111754?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    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. Coad, Alex & Rao, Rekha, 2008. "Innovation and firm growth in high-tech sectors: A quantile regression approach," Research Policy, Elsevier, vol. 37(4), pages 633-648, May.
    3. Burhan, Muqbil & Singh, Anil K. & Jain, Sudhir K., 2017. "Patents as proxy for measuring innovations: A case of changing patent filing behavior in Indian public funded research organizations," Technological Forecasting and Social Change, Elsevier, vol. 123(C), pages 181-190.
    4. Faran Ahmed & Muhammad Naeem & Muhammad Iqbal, 2017. "ICT and renewable energy: a way forward to the next generation telecom base stations," Telecommunication Systems: Modelling, Analysis, Design and Management, Springer, vol. 64(1), pages 43-56, January.
    5. Pothitou, Mary & Hanna, Richard F. & Chalvatzis, Konstantinos J., 2017. "ICT entertainment appliances’ impact on domestic electricity consumption," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 843-853.
    6. Jan C. T. Bieser & Lorenz M. Hilty, 2018. "Assessing Indirect Environmental Effects of Information and Communication Technology (ICT): A Systematic Literature Review," Sustainability, MDPI, vol. 10(8), pages 1-19, July.
    7. Laura-Diana Radu, 2018. "Barriers to Green ICT Adoption in Romania," Academic Journal of Economic Studies, Faculty of Finance, Banking and Accountancy Bucharest,"Dimitrie Cantemir" Christian University Bucharest, vol. 4(4), pages 28-33, December.
    8. Edward Oughton, 2018. "Towards 5G: scenario-based assessment of the future supply and demand for mobile telecommunications infrastructure," Working Papers 2017/04 (revised), Cambridge Judge Business School, University of Cambridge.
    9. Buchinsky, Moshe, 1994. "Changes in the U.S. Wage Structure 1963-1987: Application of Quantile Regression," Econometrica, Econometric Society, vol. 62(2), pages 405-458, March.
    10. Westerlund, Joakim & Edgerton, David L., 2007. "A panel bootstrap cointegration test," Economics Letters, Elsevier, vol. 97(3), pages 185-190, December.
    11. Salahuddin, Mohammad & Alam, Khorshed & Ozturk, Ilhan & Sohag, Kazi, 2018. "The effects of electricity consumption, economic growth, financial development and foreign direct investment on CO2 emissions in Kuwait," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 2002-2010.
    12. Nair, Mahendhiran & Pradhan, Rudra P. & Arvin, Mak B., 2020. "Endogenous dynamics between R&D, ICT and economic growth: Empirical evidence from the OECD countries," Technology in Society, Elsevier, vol. 62(C).
    13. 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..
    14. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    15. Ivana Capozza & Rachel Samson, 2019. "Towards Green Growth in Emerging Market Economies: Evidence from Environmental Performance Reviews," OECD Green Growth Papers 2019/1, OECD Publishing.
    16. Vélez-Henao, Johan-Andrés & Font Vivanco, David & Hernández-Riveros, Jesús-Antonio, 2019. "Technological change and the rebound effect in the STIRPAT model: A critical view," Energy Policy, Elsevier, vol. 129(C), pages 1372-1381.
    17. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    18. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    19. Antonio Fernández-Portillo & Manuel Almodóvar-González & José Luís Coca-Pérez & Héctor Valentín Jiménez-Naranjo, 2019. "Is Sustainable Economic Development Possible Thanks to the Deployment of ICT?," Sustainability, MDPI, vol. 11(22), pages 1-15, November.
    20. Ivan A. Canay, 2011. "A simple approach to quantile regression for panel data," Econometrics Journal, Royal Economic Society, vol. 14(3), pages 368-386, October.
    21. 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.
    22. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    23. Su, Hsin-Ning & Moaniba, Igam M., 2017. "Does innovation respond to climate change? Empirical evidence from patents and greenhouse gas emissions," Technological Forecasting and Social Change, Elsevier, vol. 122(C), pages 49-62.
    24. Jens Malmodin & Dag Lundén, 2018. "The Energy and Carbon Footprint of the Global ICT and E&M Sectors 2010–2015," Sustainability, MDPI, vol. 10(9), pages 1-31, August.
    25. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    26. Sinha, Avik & Sengupta, Tuhin & Alvarado, Rafael, 2020. "Interplay between Technological Innovation and Environmental Quality: Formulating the SDG Policies for Next 11 Economies," MPRA Paper 104247, University Library of Munich, Germany, revised 2020.
    27. Regy, Prasanth Vairavana & Sarwal, Rakesh & Stranger, Clay & Fitzgerald, Garrett & Ningthoujam, Jagabanta & Gupta, Arjun & Singh, Nuvodita, 2021. "Turning Around the Power Distribution Sector: Learnings and Best Practices from Reforms," OSF Preprints xd2he, Center for Open Science.
    28. Avom, Désiré & Nkengfack, Hilaire & Fotio, Hervé Kaffo & Totouom, Armand, 2020. "ICT and environmental quality in Sub-Saharan Africa: Effects and transmission channels," Technological Forecasting and Social Change, Elsevier, vol. 155(C).
    29. Hahn, Jinyong, 1995. "Bootstrapping Quantile Regression Estimators," Econometric Theory, Cambridge University Press, vol. 11(1), pages 105-121, February.
    30. Tilman Santarius & Johanna Pohl & Steffen Lange, 2020. "Digitalization and the Decoupling Debate: Can ICT Help to Reduce Environmental Impacts While the Economy Keeps Growing?," Sustainability, MDPI, vol. 12(18), pages 1-20, September.
    31. Wei, Taoyuan & Liu, Yang, 2017. "Estimation of global rebound effect caused by energy efficiency improvement," Energy Economics, Elsevier, vol. 66(C), pages 27-34.
    32. Oughton, Edward & Frias, Zoraida & Russell, Tom & Sicker, Douglas & Cleevely, David D., 2018. "Towards 5G: Scenario-based assessment of the future supply and demand for mobile telecommunications infrastructure," Technological Forecasting and Social Change, Elsevier, vol. 133(C), pages 141-155.
    33. Lange, Steffen & Pohl, Johanna & Santarius, Tilman, 2020. "Digitalization and energy consumption. Does ICT reduce energy demand?," Ecological Economics, Elsevier, vol. 176(C).
    34. Frees, Edward W., 1995. "Assessing cross-sectional correlation in panel data," Journal of Econometrics, Elsevier, vol. 69(2), pages 393-414, October.
    35. Moyer, Jonathan D. & Hughes, Barry B., 2012. "ICTs: Do they contribute to increased carbon emissions?," Technological Forecasting and Social Change, Elsevier, vol. 79(5), pages 919-931.
    36. William Rogers, 1993. "Quantile regression standard errors," Stata Technical Bulletin, StataCorp LP, vol. 2(9).
    37. 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.
    38. Daniel Hoechle, 2007. "Robust standard errors for panel regressions with cross-sectional dependence," Stata Journal, StataCorp LP, vol. 7(3), pages 281-312, September.
    39. Du, Kerui & Li, Pengzhen & Yan, Zheming, 2019. "Do green technology innovations contribute to carbon dioxide emission reduction? Empirical evidence from patent data," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 297-303.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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).
    2. Biswajit Patra & Narayan Sethi, 2024. "Does digital payment induce economic growth in emerging economies? The mediating role of institutional quality, consumption expenditure, and bank credit," Information Technology for Development, Taylor & Francis Journals, vol. 30(1), pages 57-75, January.
    3. 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).
    4. Balsalobre-Lorente, Daniel & Abbas, Jaffar & He, Chang & Pilař, Ladislav & Shah, Syed Ale Raza, 2023. "Tourism, urbanization and natural resources rents matter for environmental sustainability: The leading role of AI and ICT on sustainable development goals in the digital era," Resources Policy, Elsevier, vol. 82(C).
    5. Sun, Xianming & Xiao, Shiyi & Ren, Xiaohang & Xu, Bing, 2023. "Time-varying impact of information and communication technology on carbon emissions," Energy Economics, Elsevier, vol. 118(C).
    6. Chris Belmert Milindi & Roula Inglesi-Lotz, 2023. "Impact of technological progress on carbon emissions in different country income groups," Energy & Environment, , vol. 34(5), pages 1348-1382, August.
    7. Alataş, Sedat, 2022. "Do environmental technologies help to reduce transport sector CO2 emissions? Evidence from the EU15 countries," Research in Transportation Economics, Elsevier, vol. 91(C).
    8. 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).
    9. Karlilar, Selin & Balcilar, Mehmet & Emir, Firat, 2023. "Environmental sustainability in the OECD: The power of digitalization, green innovation, renewable energy and financial development," Telecommunications Policy, Elsevier, vol. 47(6).
    10. Gianko Michailidis & Concepció Patxot & Meritxell Solé, 2019. "Do pensions foster education? An empirical perspective," Applied Economics, Taylor & Francis Journals, vol. 51(38), pages 4127-4150, August.
    11. Asif Khan & Wu Ximei, 2022. "Digital Economy and Environmental Sustainability: Do Information Communication and Technology (ICT) and Economic Complexity Matter?," IJERPH, MDPI, vol. 19(19), pages 1-21, September.
    12. Talan, Amogh & Rao, Amar & Sharma, Gagan Deep & Apostu, Simona-Andreea & Abbas, Shujaat, 2023. "Transition towards clean energy consumption in G7: Can financial sector, ICT and democracy help?," Resources Policy, Elsevier, vol. 82(C).
    13. Khan, Yasir & Hassan, Taimoor & Guiqin, Huang & Nabi, Ghulam, 2023. "Analyzing the impact of natural resources and rule of law on sustainable environment: A proposed policy framework for BRICS economies," Resources Policy, Elsevier, vol. 86(PA).
    14. Daniel Hoechle, 2007. "Robust standard errors for panel regressions with cross-sectional dependence," Stata Journal, StataCorp LP, vol. 7(3), pages 281-312, September.
    15. Chen Qian & Ghulam Rasool Madni, 2022. "Encirclement of Natural Resources, Green Investment, and Economic Complexity for Mitigation of Ecological Footprints in BRI Countries," Sustainability, MDPI, vol. 14(22), pages 1-15, November.
    16. Mehmood, Usman, 2021. "Contribution of renewable energy towards environmental quality: The role of education to achieve sustainable development goals in G11 countries," Renewable Energy, Elsevier, vol. 178(C), pages 600-607.
    17. Rishan Adha & Cheng-Yih Hong & Somya Agrawal & Li-Hua Li, 2023. "ICT, carbon emissions, climate change, and energy demand nexus: The potential benefit of digitalization in Taiwan," Energy & Environment, , vol. 34(5), pages 1619-1638, August.
    18. Fatemeh Dehdar & Nuno Silva & José Alberto Fuinhas & Matheus Koengkan & Nazia Nazeer, 2022. "The Impact of Technology and Government Policies on OECD Carbon Dioxide Emissions," Energies, MDPI, vol. 15(22), pages 1-17, November.
    19. Wang, Lei & Chen, Yangyang & Ramsey, Thomas Stephen & Hewings, Geoffrey J.D., 2021. "Will researching digital technology really empower green development?," Technology in Society, Elsevier, vol. 66(C).
    20. Phetkeo Poumanyvong & Shinji Kaneko & Shobhakar Dhakal, 2012. "Impacts of urbanization on national residential energy use and CO2 emissions: Evidence from low-, middle- and high-income countries," IDEC DP2 Series 2-5, Hiroshima University, Graduate School for International Development and Cooperation (IDEC).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:rensus:v:153:y:2022:i:c:s136403212101025x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/600126/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.