IDEAS home Printed from https://ideas.repec.org/a/eee/telpol/v47y2023i8s0308596123000927.html
   My bibliography  Save this article

Evaluating the effects of ICT core elements on CO2 emissions: Recent evidence from OECD countries

Author

Listed:
  • Briglauer, Wolfgang
  • Köppl-Turyna, Monika
  • Schwarzbauer, Wolfgang
  • Bittó, Virág

Abstract

This research aimed to inform policymakers about the actual climate relevance of the information and communication technology (ICT) ecosystem, which includes data centers and content provision, broadband networks, and consumer devices. To provide robust empirical evidence on the net environmental impact of these core ICT elements, we used OECD panel data for 34 Member States for the years 2002–2019 and panel fixed-effects regression models. In contrast to previous literature, we measured basic broadband and new fiber-based wireline broadband and 3G/4G mobile broadband network deployment. We also captured variations in end-user devices, ICT affinity, and famous online content. We found that, on average, the CO2-reducing effects appear to outweigh the CO2-increasing effects. In particular, we found that, in addition to the reduction effect associated with the use of basic broadband connections, there is a further, albeit smaller, reduction effect associated with new fiber-based broadband connections. Other ICT elements showed insignificant coefficient estimates, suggesting largely offsetting environmental impacts. Our main findings were subject to various robustness checks and were broadly consistent with previous literature using data from developed countries. Our results suggested that old and new broadband networks as enabling technology could generate positive environmental effects for society.

Suggested Citation

  • Briglauer, Wolfgang & Köppl-Turyna, Monika & Schwarzbauer, Wolfgang & Bittó, Virág, 2023. "Evaluating the effects of ICT core elements on CO2 emissions: Recent evidence from OECD countries," Telecommunications Policy, Elsevier, vol. 47(8).
  • Handle: RePEc:eee:telpol:v:47:y:2023:i:8:s0308596123000927
    DOI: 10.1016/j.telpol.2023.102581
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0308596123000927
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.telpol.2023.102581?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. Bertschek Irene & Briglauer Wolfgang & Hüschelrath Kai & Kauf Benedikt & Niebel Thomas, 2015. "The Economic Impacts of Broadband Internet: A Survey," Review of Network Economics, De Gruyter, vol. 14(4), pages 201-227, December.
    2. Anders Akerman & Ingvil Gaarder & Magne Mogstad, 2015. "The Skill Complementarity of Broadband Internet," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(4), pages 1781-1824.
    3. Michał Grajek & Lars-Hendrik Röller, 2012. "Regulation and Investment in Network Industries: Evidence from European Telecoms," Journal of Law and Economics, University of Chicago Press, vol. 55(1), pages 189-216.
    4. Briglauer, Wolfgang & Cambini, Carlo & Grajek, Michał, 2018. "Speeding up the internet: Regulation and investment in the European fiber optic infrastructure," International Journal of Industrial Organization, Elsevier, vol. 61(C), pages 613-652.
    5. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    6. Díaz, Antonia & Marrero, Gustavo A. & Puch, Luis A. & Rodríguez, Jesús, 2019. "Economic growth, energy intensity and the energy mix," Energy Economics, Elsevier, vol. 81(C), pages 1056-1077.
    7. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    8. Kenneth Gillingham & David Rapson & Gernot Wagner, 2016. "The Rebound Effect and Energy Efficiency Policy," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 10(1), pages 68-88.
    9. Scruggs, Lyle A., 1998. "Political and economic inequality and the environment," Ecological Economics, Elsevier, vol. 26(3), pages 259-275, September.
    10. Madlener, Reinhard & Sheykhha, Siamak & Briglauer, Wolfgang, 2022. "The electricity- and CO2-saving potentials offered by regulation of European video-streaming services," Energy Policy, Elsevier, vol. 161(C).
    11. Abrardi, Laura & Cambini, Carlo, 2019. "Ultra-fast broadband investment and adoption: A survey," Telecommunications Policy, Elsevier, vol. 43(3), pages 183-198.
    12. Shahbaz, Muhammad & Sinha, Avik, 2019. "Environmental Kuznets Curve for CO2 emission: A survey of empirical literature," MPRA Paper 100257, University Library of Munich, Germany, revised 2019.
    13. O'Mahony, Mary & Robinson, Catherine & Vecchi, Michela, 2008. "The impact of ICT on the demand for skilled labour: A cross-country comparison," Labour Economics, Elsevier, vol. 15(6), pages 1435-1450, December.
    14. A. Greening, Lorna & Greene, David L. & Difiglio, Carmen, 2000. "Energy efficiency and consumption -- the rebound effect -- a survey," Energy Policy, Elsevier, vol. 28(6-7), pages 389-401, June.
    15. Gust, Christopher & Marquez, Jaime, 2004. "International comparisons of productivity growth: the role of information technology and regulatory practices," Labour Economics, Elsevier, vol. 11(1), pages 33-58, February.
    16. Rafael E. De Hoyos & Vasilis Sarafidis, 2006. "Testing for cross-sectional dependence in panel-data models," Stata Journal, StataCorp LP, vol. 6(4), pages 482-496, December.
    17. Wolfgang Briglauer & Monika Köppl-Turyna & Wolfgang Schwarzbauer & Virág Bittó, 2023. "The Impact of ICT on Electricity and Energy Consumption and Resulting CO2 Emissions: A Literature Review," International Review of Environmental and Resource Economics, now publishers, vol. 17(2-3), pages 319–361-3, June.
    18. Vu, Khuong & Hanafizadeh, Payam & Bohlin, Erik, 2020. "ICT as a driver of economic growth: A survey of the literature and directions for future research," Telecommunications Policy, Elsevier, vol. 44(2).
    19. Dinda, Soumyananda, 2004. "Environmental Kuznets Curve Hypothesis: A Survey," Ecological Economics, Elsevier, vol. 49(4), pages 431-455, August.
    20. Balsmeier, Benjamin & Woerter, Martin, 2019. "Is this time different? How digitalization influences job creation and destruction," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    21. Edquist, Harald & Bergmark, Pernilla, 2022. "How is mobile broadband intensity affecting CO₂ emissions? – A macro analysis," 31st European Regional ITS Conference, Gothenburg 2022: Reining in Digital Platforms? Challenging monopolies, promoting competition and developing regulatory regimes 265622, International Telecommunications Society (ITS).
    22. Lange, Steffen & Pohl, Johanna & Santarius, Tilman, 2020. "Digitalization and energy consumption. Does ICT reduce energy demand?," Ecological Economics, Elsevier, vol. 176(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Palmer, SarahKate & Rowsell, Joe & Schmidt, Stephen, 2024. "From broadband adoption to climate action: Key considerations in the development of climate policies across OECD countries," Telecommunications Policy, Elsevier, vol. 48(8).
    2. Bartosz Jóźwik & Mesut Doğan & Samet Gürsoy, 2023. "The Impact of Renewable Energy Consumption on Environmental Quality in Central European Countries: The Mediating Role of Digitalization and Financial Development," Energies, MDPI, vol. 16(20), pages 1-18, October.
    3. Schwarzbauer, Wolfgang & Bittó, Virág & Koch, Philipp & Steininger, Jonathan, 2024. "Does a value-added smile curve imply an environmental frown curve?," Research Papers 29, EcoAustria – Institute for Economic Research.
    4. Edquist, Harald & Bergmark, Pernilla, 2024. "How is mobile broadband intensity affecting CO2 emissions? – A macro analysis," Telecommunications Policy, Elsevier, vol. 48(2).

    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. Briglauer, Wolfgang & Krämer, Jan & Palan, Nicole, 2024. "Socioeconomic benefits of high-speed broadband availability and service adoption: A survey," Telecommunications Policy, Elsevier, vol. 48(7).
    2. Briglauer, Wolfgang & Köppl-Turyna, Monika & Schwarzbauer, Wolfgang, 2022. "Evaluating the Effects of ICT Core Elements on CO₂ Emissions: Recent Evidence from OECD Countries," 31st European Regional ITS Conference, Gothenburg 2022: Reining in Digital Platforms? Challenging monopolies, promoting competition and developing regulatory regimes 265615, International Telecommunications Society (ITS).
    3. Wolfgang Briglauer & Carlo Cambini & Klaus Gugler & Volker Stocker, 2023. "Net neutrality and high-speed broadband networks: evidence from OECD countries," European Journal of Law and Economics, Springer, vol. 55(3), pages 533-571, June.
    4. Briglauer, Wolfgang & Cambini, Carlo & Gugler, Klaus & Stocker, Volker, 2021. "Net Neutrality and High Speed Broadband Networks: Evidence from OECD Countries," 23rd ITS Biennial Conference, Online Conference / Gothenburg 2021. Digital societies and industrial transformations: Policies, markets, and technologies in a post-Covid world 238012, International Telecommunications Society (ITS).
    5. Briglauer, Wolfgang & Dürr, Niklas S. & Gugler, Klaus, 2019. "A retrospective study on the regional benefits and spillover effects of high-speed broadband networks: Evidence from German counties," ZEW Discussion Papers 19-026, ZEW - Leibniz Centre for European Economic Research.
    6. Wolfgang Briglauer & Michał Grajek, 2024. "Effectiveness and efficiency of state aid for new broadband networks: evidence from OECD member states," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 33(5), pages 672-700, July.
    7. Briglauer, Wolfgang & Stocker, Volker, 2020. "Bedeutung digitaler Infrastrukturen und Dienste und Maßnahmen zur Förderung der Resilienz in Krisenzeiten," Policy Notes 42, EcoAustria – Institute for Economic Research.
    8. Briglauer, Wolfgang & Dürr, Niklas & Gugler, Klaus, 2021. "A retrospective study on the regional benefits and spillover effects of high-speed broadband networks: Evidence from German counties," International Journal of Industrial Organization, Elsevier, vol. 74(C).
    9. Briglauer, Wolfgang & Dürr, Niklas & Gugler, Klaus, 2019. "A Retrospective Study on the Regional Benefits and Spillover Effects of High-Speed Broadband Networks: Evidence from German Counties," 30th European Regional ITS Conference, Helsinki 2019 205171, International Telecommunications Society (ITS).
    10. Ajanaku, B.A. & Collins, A.R., 2021. "Economic growth and deforestation in African countries: Is the environmental Kuznets curve hypothesis applicable?," Forest Policy and Economics, Elsevier, vol. 129(C).
    11. Oughton, Edward J. & Amaglobeli, David & Moszoro, Marian, 2023. "What would it cost to connect the unconnected? Estimating global universal broadband infrastructure investment," Telecommunications Policy, Elsevier, vol. 47(10).
    12. Jaime Vallés-Giménez & Anabel Zárate-Marco, 2021. "A Spatial Dynamic Model for Export Intensity of Hazardous Industrial Waste: The Incentive Effect of Regional Environmental Policies," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 80(4), pages 859-888, December.
    13. Minoru Morita & Kazuyuki Iwata & Toshi H. Arimura, 2022. "The rebound effect in air conditioner usage: an empirical analysis of Japanese individuals’ behaviors," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 24(1), pages 99-117, January.
    14. 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.
    15. Simona-Roxana Ulman & Costica Mihai & Cristina Cautisanu, 2020. "Peculiarities of the Relation between Human and Environmental Wellbeing in Different Stages of National Development," Sustainability, MDPI, vol. 12(19), pages 1-26, October.
    16. Bo Yang & Minhaj Ali & Shujahat Haider Hashmi & Mohsin Shabir, 2020. "Income Inequality and CO 2 Emissions in Developing Countries: The Moderating Role of Financial Instability," Sustainability, MDPI, vol. 12(17), pages 1-24, August.
    17. Razzaq, Asif & Ajaz, Tahseen & Li, Jing Claire & Irfan, Muhammad & Suksatan, Wanich, 2021. "Investigating the asymmetric linkages between infrastructure development, green innovation, and consumption-based material footprint: Novel empirical estimations from highly resource-consuming economi," Resources Policy, Elsevier, vol. 74(C).
    18. Falk, Martin & Hagsten, Eva, 2021. "Impact of high-speed broadband access on local establishment dynamics," Telecommunications Policy, Elsevier, vol. 45(4).
    19. Alper Yılmaz, 2023. "Carbon emissions effect of trade openness and energy consumption in Sub-Saharan Africa," SN Business & Economics, Springer, vol. 3(2), pages 1-28, February.
    20. Chloé Duvivier & Emma Cazou & Stéphanie Truchet‐Aznar & Cédric Brunelle & Jean Dubé, 2021. "When, where, and for what industries does broadband foster establishment births?," Papers in Regional Science, Wiley Blackwell, vol. 100(6), pages 1377-1401, December.

    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:telpol:v:47:y:2023:i:8:s0308596123000927. 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/30471/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.