IDEAS home Printed from https://ideas.repec.org/a/spr/endesu/v27y2025i1d10.1007_s10668-023-03879-6.html
   My bibliography  Save this article

Does ICT change the relationship between trade openness and CO2 emissions? Evidence for RCEP countries

Author

Listed:
  • Yang Yu

    (Beijing University of Chemical Technology)

  • Yiming Du

    (Beijing University of Chemical Technology)

Abstract

Regional Comprehensive Economic Partnership (RCEP) has accelerated the combination of information and communication technology (ICT) and international trade, raising debate about sustainability. Using the panel smooth transition regression (PSTR) model, we investigated the impact of ICT and trade openness on CO2 emissions in 11 selected RCEP countries from 2000 to 2020. The results indicate that (i) the role of total trade in CO2 emission reduction in RCEP countries gradually emerges along with ICT diffusion, (ii) with a rise in ICT level, imports always increase CO2 discharge, while the impact of exports on CO2 emissions changes from positive to negative, and (iii) the influence of total trade, exports, and imports on CO2 emissions has significant country heterogeneity and reveals declining, falling, and rising temporal characteristics. Furthermore, to explore the CO2 emission caused by ICT development in each country, we applied a two-step forecast method to project CO2 emissions from RCEP economies under different scenarios of ICT development. It is discovered that ICT development does not lead to a downward trend in CO2 emissions in all RCEP countries. ICT contributes to rising CO2 emissions in China and Indonesia.

Suggested Citation

  • Yang Yu & Yiming Du, 2025. "Does ICT change the relationship between trade openness and CO2 emissions? Evidence for RCEP countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(1), pages 857-879, January.
  • Handle: RePEc:spr:endesu:v:27:y:2025:i:1:d:10.1007_s10668-023-03879-6
    DOI: 10.1007/s10668-023-03879-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10668-023-03879-6
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10668-023-03879-6?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. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    2. Sadorsky, Perry, 2012. "Energy consumption, output and trade in South America," Energy Economics, Elsevier, vol. 34(2), pages 476-488.
    3. Baek, Jungho & Cho, Yongsung & Koo, Won W., 2009. "The environmental consequences of globalization: A country-specific time-series analysis," Ecological Economics, Elsevier, vol. 68(8-9), pages 2255-2264, June.
    4. Sbia, Rashid & Shahbaz, Muhammad & Hamdi, Helmi, 2014. "A contribution of foreign direct investment, clean energy, trade openness, carbon emissions and economic growth to energy demand in UAE," Economic Modelling, Elsevier, vol. 36(C), pages 191-197.
    5. Brian R. Copeland & M. Scott Taylor, 2004. "Trade, Growth, and the Environment," Journal of Economic Literature, American Economic Association, vol. 42(1), pages 7-71, March.
    6. Kirsten S. Wiebe & Martin Bruckner & Stefan Giljum & Christian Lutz, 2012. "Calculating Energy-Related Co 2 Emissions Embodied In International Trade Using A Global Input--Output Model," Economic Systems Research, Taylor & Francis Journals, vol. 24(2), pages 113-139, November.
    7. 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.
    8. 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.
    9. Zeeshan Khan & Muntasir Murshed & Kangyin Dong & Siqun Yang, 2021. "The roles of export diversification and composite country risks in carbon emissions abatement: evidence from the signatories of the regional comprehensive economic partnership agreement," Applied Economics, Taylor & Francis Journals, vol. 53(41), pages 4769-4787, September.
    10. Kim, Dong-Hyeon & Suen, Yu-Bo & Lin, Shu-Chin, 2019. "Carbon dioxide emissions and trade: Evidence from disaggregate trade data," Energy Economics, Elsevier, vol. 78(C), pages 13-28.
    11. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    12. Pao, Hsiao-Tien & Tsai, Chung-Ming, 2011. "Modeling and forecasting the CO2 emissions, energy consumption, and economic growth in Brazil," Energy, Elsevier, vol. 36(5), pages 2450-2458.
    13. Muhammad, Sulaman & Long, Xingle & Salman, Muhammad & Dauda, Lamini, 2020. "Effect of urbanization and international trade on CO2 emissions across 65 belt and road initiative countries," Energy, Elsevier, vol. 196(C).
    14. Yuan, Chaoqing & Liu, Sifeng & Fang, Zhigeng, 2016. "Comparison of China's primary energy consumption forecasting by using ARIMA (the autoregressive integrated moving average) model and GM(1,1) model," Energy, Elsevier, vol. 100(C), pages 384-390.
    15. Fakhri J. Hasanov & Zeeshan Khan & Muzzammil Hussain & Muhammad Tufail, 2021. "Theoretical Framework for the Carbon Emissions Effects of Technological Progress and Renewable Energy Consumption," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(5), pages 810-822, September.
    16. Freund, Caroline L. & Weinhold, Diana, 2004. "The effect of the Internet on international trade," Journal of International Economics, Elsevier, vol. 62(1), pages 171-189, January.
    17. Maxwell Kongkuah & Hongxing Yao & Veli Yilanci, 2022. "The relationship between energy consumption, economic growth, and CO2 emissions in China: the role of urbanisation and international trade," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(4), pages 4684-4708, April.
    18. Jung Wan Lee & Tantatape Brahmasrene, 2014. "ICT, CO 2 Emissions and Economic Growth: Evidence from a Panel of ASEAN," Global Economic Review, Taylor & Francis Journals, vol. 43(2), pages 93-109, June.
    19. Hasanov, Fakhri J. & Liddle, Brantley & Mikayilov, Jeyhun I., 2018. "The impact of international trade on CO2 emissions in oil exporting countries: Territory vs consumption emissions accounting," Energy Economics, Elsevier, vol. 74(C), pages 343-350.
    20. 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.
    21. Zhang, Mingming & Zhang, Shichang & Lee, Chien-Chiang & Zhou, Dequn, 2021. "Effects of trade openness on renewable energy consumption in OECD countries: New insights from panel smooth transition regression modelling," Energy Economics, Elsevier, vol. 104(C).
    22. 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).
    23. Kolcava, Dennis & Nguyen, Quynh & Bernauer, Thomas, 2019. "Does trade liberalization lead to environmental burden shifting in the global economy?," Ecological Economics, Elsevier, vol. 163(C), pages 98-112.
    24. Khurram Shehzad & Umer Zaman & Mahmood Ahmad & Xiaoxing Liu, 2022. "Asymmetric impact of information and communication technologies on environmental quality: analyzing the role of financial development and energy consumption," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(2), pages 1761-1780, February.
    25. Weber, Christopher L. & Peters, Glen P. & Guan, Dabo & Hubacek, Klaus, 2008. "The contribution of Chinese exports to climate change," Energy Policy, Elsevier, vol. 36(9), pages 3572-3577, September.
    26. Hiranya K. Nath & Lirong Liu, 2012. "Information and Communications Technology (ICT) and Trade in Emerging Market Economies," Working Papers 1205, Sam Houston State University, Department of Economics and International Business.
    27. Liddle, Brantley, 2018. "Consumption-based accounting and the trade-carbon emissions nexus," Energy Economics, Elsevier, vol. 69(C), pages 71-78.
    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. Tiba, Sofien, 2019. "Modeling the nexus between resources abundance and economic growth: An overview from the PSTR model," Resources Policy, Elsevier, vol. 64(C).
    30. Shahid Ali & Eyup Dogan & Fuzhong Chen & Zeeshan Khan, 2021. "International trade and environmental performance in top ten‐emitters countries: The role of eco‐innovation and renewable energy consumption," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(2), pages 378-387, March.
    31. Ben Lahouel, Béchir & Taleb, Lotfi & Ben Zaied, Younes & Managi, Shunsuke, 2021. "Does ICT change the relationship between total factor productivity and CO2 emissions? Evidence based on a nonlinear model," Energy Economics, Elsevier, vol. 101(C).
    32. Kailan Tian & Yu Zhang & Yuze Li & Xi Ming & Shangrong Jiang & Hongbo Duan & Cuihong Yang & Shouyang Wang, 2022. "Regional trade agreement burdens global carbon emissions mitigation," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    33. Caroline Freund & Diana Weinhold, 2002. "The Internet and International Trade in Services," American Economic Review, American Economic Association, vol. 92(2), pages 236-240, May.
    34. Matthew Cole & Robert Elliott & Toshihiro Okubo, 2014. "International environmental outsourcing," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 150(4), pages 639-664, November.
    35. 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.
    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. Tiba, Sofien & Belaid, Fateh, 2020. "The pollution concern in the era of globalization: Do the contribution of foreign direct investment and trade openness matter?," Energy Economics, Elsevier, vol. 92(C).
    2. Ajayi, Patricia & Ogunrinola, Adedeji, 2020. "Growth, Trade Openness and Environmental Degradation in Nigeria," MPRA Paper 100713, University Library of Munich, Germany.
    3. Huaping Sun & Samuel Attuquaye Clottey & Yong Geng & Kai Fang & Joshua Clifford Kofi Amissah, 2019. "Trade Openness and Carbon Emissions: Evidence from Belt and Road Countries," Sustainability, MDPI, vol. 11(9), pages 1-20, May.
    4. Jing Wang & Jie Li, 2021. "Exploring the Impact of International Trade on Carbon Emissions: New Evidence from China’s 282 Cities," Sustainability, MDPI, vol. 13(16), pages 1-12, August.
    5. Qiang Wang & Fuyu Zhang & Rongrong Li, 2024. "Free trade and carbon emissions revisited: The asymmetric impacts of trade diversification and trade openness," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(1), pages 876-901, February.
    6. 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).
    7. 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.
    8. Saia, Artjom, 2023. "Digitalization and CO2 emissions: Dynamics under R&D and technology innovation regimes," Technology in Society, Elsevier, vol. 74(C).
    9. Gozgor, Giray & Mahalik, Mantu Kumar & Demir, Ender & Padhan, Hemachandra, 2020. "The impact of economic globalization on renewable energy in the OECD countries," Energy Policy, Elsevier, vol. 139(C).
    10. Irfan, Muhammad & Abdur Rehman, Mubeen & Liu, Xuemei & Razzaq, Asif, 2022. "Interlinkages between mineral resources, financial markets, and sustainable energy sources: Evidence from minerals exporting countries," Resources Policy, Elsevier, vol. 79(C).
    11. Simona Andreea Apostu & Mirela Panait & Daniel Balsalobre-Lorente & Diogo Ferraz & Irina Gabriela Rădulescu, 2022. "Energy Transition in Non-Euro Countries from Central and Eastern Europe: Evidence from Panel Vector Error Correction Model," Energies, MDPI, vol. 15(23), pages 1-21, December.
    12. Zhou, Anhua & Li, Jun, 2022. "How do trade liberalization and human capital affect renewable energy consumption? Evidence from the panel threshold model," Renewable Energy, Elsevier, vol. 184(C), pages 332-342.
    13. Wang, Wei & Rehman, Mubeen Abdur & Fahad, Shah, 2022. "The dynamic influence of renewable energy, trade openness, and industrialization on the sustainable environment in G-7 economies," Renewable Energy, Elsevier, vol. 198(C), pages 484-491.
    14. Khan, Zeeshan & Ali, Muhsin & Jinyu, Liu & Shahbaz, Muhammad & Siqun, Yang, 2020. "Consumption-based carbon emissions and trade nexus: Evidence from nine oil exporting countries," Energy Economics, Elsevier, vol. 89(C).
    15. Chinazaekpere Nwani & Andrew Adewale Alola & Chimobi Philip Omoke & Bosede Ngozi Adeleye & Festus Victor Bekun, 2022. "Responding to the environmental effects of remittances and trade liberalization in net-importing economies: the role of renewable energy in Sub-Saharan Africa," Economic Change and Restructuring, Springer, vol. 55(4), pages 2631-2661, November.
    16. Javed, Aamir & Rapposelli, Agnese & Khan, Feroz & Javed, Asif & Abid, Nabila, 2024. "Do green technology innovation, environmental policy, and the transition to renewable energy matter in times of ecological crises? A step towards ecological sustainability," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
    17. Rossanto Dwi Haryanto & Yessi Rahmawati & Omar Guillermo Rojas Altamirano & Salsabila Fahar Ahsani & Adrianus Kabubu Hudang & Tri Haryanto, 2022. "An Empirical Investigation between FDI, Tourism, and Trade on CO2 Emission in Asia: Testing Environmental Kuznet Curve and Pollution Haven Hypothesis," International Journal of Energy Economics and Policy, Econjournals, vol. 12(4), pages 385-393, July.
    18. Muhammad Shahbaz & Syed Jawad Hussain Shahzad & Mantu Kumar Mahalik & Perry Sadorsky, 2018. "How strong is the causal relationship between globalization and energy consumption in developed economies? A country-specific time-series and panel analysis," Applied Economics, Taylor & Francis Journals, vol. 50(13), pages 1479-1494, March.
    19. 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).
    20. Hakimi, Abdelaziz & Hamdi, Helmi, 2016. "Trade liberalization, FDI inflows, environmental quality and economic growth: A comparative analysis between Tunisia and Morocco," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 1445-1456.

    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:spr:endesu:v:27:y:2025:i:1:d:10.1007_s10668-023-03879-6. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.