IDEAS home Printed from https://ideas.repec.org/a/eee/rensus/v184y2023ics1364032123003398.html
   My bibliography  Save this article

ICT sector, digitization and environmental sustainability: A systematic review of the literature from 2000 to 2022

Author

Listed:
  • Charfeddine, Lanouar
  • Umlai, Mohamed

Abstract

In line with an intensified call for reducing greenhouse emissions and curbing the effects of climate change, scientists and experts have looked to information communication technology (ICT) and digitization as critical tools for the more efficient use and production of energy. Consequently, research on ICT/digitization and their impact on environmental sustainability has witnessed exponential growth in the last few decades. This study provides a systematic review of the relationship between ICT/digitization and environmental sustainability over the period from January 2000 to April 2022. It aimed to improve our understanding of the different theories and channels governing the ICT/digitization–environmental sustainability nexus, to provide an in-depth analysis and discussion of the trends and main empirical findings of the reviewed articles, and to highlight key avenues for future research. In total, 166 scientific articles examining 297 associations between ICT/digitization and environmental sustainability were selected for this review. The results revealed that most of the studies have used measures based on climate change and air pollution for environmental sustainability, and traditional ICT/digitization measures, e.g., mobile phone subscriptions and internet users. The results also showed that although most studies found evidence for ICT/digitization improving environmental sustainability, evidence for a negative association is concentrated in studies on the ’Group of’ countries. The results also revealed a scarcity of studies investigating nonlinear relationships between ICT/digitization and environmental sustainability.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:rensus:v:184:y:2023:i:c:s1364032123003398
    DOI: 10.1016/j.rser.2023.113482
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1364032123003398
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.rser.2023.113482?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. Yang, Yuxue & Su, Xiang & Yao, Shuangliang, 2021. "Nexus between green finance, fintech, and high-quality economic development: Empirical evidence from China," Resources Policy, Elsevier, vol. 74(C).
    2. 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.
    3. 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.
    4. Elheddad, Mohamed & Benjasak, Chonlakan & Deljavan, Rana & Alharthi, Majed & Almabrok, Jaballa M., 2021. "The effect of the Fourth Industrial Revolution on the environment: The relationship between electronic finance and pollution in OECD countries," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    5. Magazzino, Cosimo & Mele, Marco & Morelli, Giovanna & Schneider, Nicolas, 2021. "The nexus between information technology and environmental pollution: Application of a new machine learning algorithm to OECD countries," Utilities Policy, Elsevier, vol. 72(C).
    6. Dwivedi, Yogesh K. & Hughes, Laurie & Kar, Arpan Kumar & Baabdullah, Abdullah M. & Grover, Purva & Abbas, Roba & Andreini, Daniela & Abumoghli, Iyad & Barlette, Yves & Bunker, Deborah & Chandra Kruse,, 2022. "Climate change and COP26: Are digital technologies and information management part of the problem or the solution? An editorial reflection and call to action," International Journal of Information Management, Elsevier, vol. 63(C).
    7. Zafar, Muhammad Wasif & Zaidi, Syed Anees Haider & Mansoor, Sadia & Sinha, Avik & Qin, Quande, 2022. "ICT and education as determinants of environmental quality: The role of financial development in selected Asian countries," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    8. 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).
    9. 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.
    10. Parvathi Jayaprakash & R. Radhakrishna Pillai, 2022. "The Role of ICT for Sustainable Development: A Cross-Country Analysis," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(1), pages 225-247, February.
    11. Amri, Fethi & Zaied, Younes Ben & Lahouel, Bechir Ben, 2019. "ICT, total factor productivity, and carbon dioxide emissions in Tunisia," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 212-217.
    12. Xiaosan, Zhang & Qingquan, Jiang & Shoukat Iqbal, Khattak & Manzoor, Ahmad & Zia Ur, Rahman, 2021. "Achieving sustainability and energy efficiency goals: Assessing the impact of hydroelectric and renewable electricity generation on carbon dioxide emission in China," Energy Policy, Elsevier, vol. 155(C).
    13. Nchofoung, Tii N. & Asongu, Simplice A., 2022. "ICT for sustainable development: Global comparative evidence of globalisation thresholds," Telecommunications Policy, Elsevier, vol. 46(5).
    14. Zhang, Wei & You, Jianmin & Lin, Weiwen, 2021. "Internet plus and China industrial system's low-carbon development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 151(C).
    15. Wang, Jianda & Jiang, Qingzhe & Dong, Xiucheng & Dong, Kangyin, 2021. "Decoupling and decomposition analysis of investments and CO2 emissions in information and communication technology sector," Applied Energy, Elsevier, vol. 302(C).
    16. Sun, Hongye & Kim, Giseung, 2021. "The composite impact of ICT industry on lowering carbon intensity: From the perspective of regional heterogeneity," Technology in Society, Elsevier, vol. 66(C).
    17. Ahmadova, Gozal & Delgado-Márquez, Blanca L. & Pedauga, Luis E. & Leyva-de la Hiz, Dante I., 2022. "Too good to be true: The inverted U-shaped relationship between home-country digitalization and environmental performance," Ecological Economics, Elsevier, vol. 196(C).
    18. Shobande, Olatunji A. & Asongu, Simplice A., 2022. "The Critical Role of Education and ICT in Promoting Environmental Sustainability in Eastern and Southern Africa: A Panel VAR Approach," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    19. Niccolò Comerio & Fernanda Strozzi, 2019. "Tourism and its economic impact: A literature review using bibliometric tools," Tourism Economics, , vol. 25(1), pages 109-131, February.
    20. 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.
    21. 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).
    22. Daly, Herman E., 1990. "Toward some operational principles of sustainable development," Ecological Economics, Elsevier, vol. 2(1), pages 1-6, April.
    23. Sudharshan Reddy Paramati & Md Samsul Alam & Shawkat Hammoudeh & Khalid Hafeez, 2021. "Long‐run relationship between R&D investment and environmental sustainability: Evidence from the European Union member countries," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 5775-5792, October.
    24. 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).
    25. Liu, Ximei & Latif, Zahid & Danish, & Latif, Shahid & Mahmood, Nasir, 2021. "The corruption-emissions nexus: Do information and communication technologies make a difference?," Utilities Policy, Elsevier, vol. 72(C).
    26. 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).
    27. 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..
    28. Eric Masanet & H. Scott Matthews, 2010. "Exploring Environmental Applications and Benefits of Information and Communication Technology," Journal of Industrial Ecology, Yale University, vol. 14(5), pages 687-691, October.
    29. Cenamor, Javier & Parida, Vinit & Wincent, Joakim, 2019. "How entrepreneurial SMEs compete through digital platforms: The roles of digital platform capability, network capability and ambidexterity," Journal of Business Research, Elsevier, vol. 100(C), pages 196-206.
    30. Awan, Ashar & Abbasi, Kashif Raza & Rej, Soumen & Bandyopadhyay, Arunava & Lv, Kangjuan, 2022. "The impact of renewable energy, internet use and foreign direct investment on carbon dioxide emissions: A method of moments quantile analysis," Renewable Energy, Elsevier, vol. 189(C), pages 454-466.
    31. Khan, Yasir & Oubaih, Hana & Elgourrami, Fatima Zahra, 2022. "The effect of renewable energy sources on carbon dioxide emissions: Evaluating the role of governance, and ICT in Morocco," Renewable Energy, Elsevier, vol. 190(C), pages 752-763.
    32. Ma, Qiang & Tariq, Muhammad & Mahmood, Haider & Khan, Zeeshan, 2022. "The nexus between digital economy and carbon dioxide emissions in China: The moderating role of investments in research and development," Technology in Society, Elsevier, vol. 68(C).
    33. Yildizbasi, Abdullah, 2021. "Blockchain and renewable energy: Integration challenges in circular economy era," Renewable Energy, Elsevier, vol. 176(C), pages 183-197.
    34. Philips, Ian & Anable, Jillian & Chatterton, Tim, 2022. "E-bikes and their capability to reduce car CO2 emissions," Transport Policy, Elsevier, vol. 116(C), pages 11-23.
    35. Asif Razzaq & Arshian Sharif & Paiman Ahmad & Kittisak Jermsittiparsert, 2021. "Asymmetric role of tourism development and technology innovation on carbon dioxide emission reduction in the Chinese economy: Fresh insights from QARDL approach," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(1), pages 176-193, January.
    36. 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).
    37. Zhao, Congyu & Wang, Kun & Dong, Xiucheng & Dong, Kangyin, 2022. "Is smart transportation associated with reduced carbon emissions? The case of China," Energy Economics, Elsevier, vol. 105(C).
    38. Zheng, Jiajia & Wang, Xingwu, 2021. "Can mobile information communication technologies (ICTs) promote the development of renewables?-evidence from seven countries," Energy Policy, Elsevier, vol. 149(C).
    39. 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).
    40. Ma, Qiang & Mentel, Grzegorz & Zhao, Xin & Salahodjaev, Raufhon & Kuldasheva, Zebo, 2022. "Natural resources tax volatility and economic performance: Evaluating the role of digital economy," Resources Policy, Elsevier, vol. 75(C).
    41. Wankeun Oh & Eun G. Park, 2016. "Adoption of digital repositories for CO 2 emissions reduction: the case of Korea," Applied Economics, Taylor & Francis Journals, vol. 48(40), pages 3812-3825, August.
    42. Usman, Ahmed & Ozturk, Ilhan & Ullah, Sana & Hassan, Ali, 2021. "Does ICT have symmetric or asymmetric effects on CO2 emissions? Evidence from selected Asian economies," Technology in Society, Elsevier, vol. 67(C).
    43. Gao, Da & Li, Ge & Yu, Jiyu, 2022. "Does digitization improve green total factor energy efficiency? Evidence from Chinese 213 cities," Energy, Elsevier, vol. 247(C).
    44. Adedoyin, Festus Fatai & Bekun, Festus Victor & Driha, Oana M. & Balsalobre-Lorente, Daniel, 2020. "The effects of air transportation, energy, ICT and FDI on economic growth in the industry 4.0 era: Evidence from the United States," Technological Forecasting and Social Change, Elsevier, vol. 160(C).
    45. Tao, Ran & Su, Chi-Wei & Naqvi, Bushra & Rizvi, Syed Kumail Abbas, 2022. "Can Fintech development pave the way for a transition towards low-carbon economy: A global perspective," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    46. Adenle, Ademola A., 2020. "Assessment of solar energy technologies in Africa-opportunities and challenges in meeting the 2030 agenda and sustainable development goals," Energy Policy, Elsevier, vol. 137(C).
    47. Antonioli, Davide & Mazzanti, Massimiliano, 2017. "Towards a green economy through innovations: The role of trade union involvement," Ecological Economics, Elsevier, vol. 131(C), pages 286-299.
    48. Guo, Qingbin & Wang, Yong & Dong, Xiaobin, 2022. "Effects of smart city construction on energy saving and CO2 emission reduction: Evidence from China," Applied Energy, Elsevier, vol. 313(C).
    49. Hazwan Haini, 2021. "Examining the impact of ICT, human capital and carbon emissions: Evidence from the ASEAN economies," International Economics, CEPII research center, issue 166, pages 116-125.
    50. 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.
    51. Shakib, Mohammed & Yumei, Hou & Rauf, Abdul & Alam, Md. Mahmudul & Murshed, Muntasir & Mahmood, Haider, 2022. "Revisiting the energy-economy-environment relationships for attaining environmental sustainability: Evidence from Belt and Road Initiative countries," OSF Preprints ktj5n, Center for Open Science.
    52. Corinne Le Quéré & Robert B. Jackson & Matthew W. Jones & Adam J. P. Smith & Sam Abernethy & Robbie M. Andrew & Anthony J. De-Gol & David R. Willis & Yuli Shan & Josep G. Canadell & Pierre Friedlingst, 2020. "Temporary reduction in daily global CO2 emissions during the COVID-19 forced confinement," Nature Climate Change, Nature, vol. 10(7), pages 647-653, July.
    53. Piccarozzi, Michela & Silvestri, Cecilia & Aquilani, Barbara & Silvestri, Luca, 2022. "Is this a new story of the ‘Two Giants’? A systematic literature review of the relationship between industry 4.0, sustainability and its pillars," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    54. Patrick Schulte & Heinz Welsch & Sascha Rexhäuser, 2016. "ICT and the Demand for Energy: Evidence from OECD Countries," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 63(1), pages 119-146, January.
    55. Wen-Cheng Lu, 2018. "The impacts of information and communication technology, energy consumption, financial development, and economic growth on carbon dioxide emissions in 12 Asian countries," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 23(8), pages 1351-1365, December.
    56. Christian Fuchs, 2008. "The implications of new information and communication technologies for sustainability," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 10(3), pages 291-309, June.
    57. Wu, Haitao & Xue, Yan & Hao, Yu & Ren, Siyu, 2021. "How does internet development affect energy-saving and emission reduction? Evidence from China," Energy Economics, Elsevier, vol. 103(C).
    58. Adele Parmentola & Antonella Petrillo & Ilaria Tutore & Fabio De Felice, 2022. "Is blockchain able to enhance environmental sustainability? A systematic review and research agenda from the perspective of Sustainable Development Goals (SDGs)," Business Strategy and the Environment, Wiley Blackwell, vol. 31(1), pages 194-217, January.
    59. Qiao, Lu & Li, Lin & Fei, Junjun, 2022. "Information infrastructure and air pollution: Empirical analysis based on data from Chinese cities," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 563-573.
    60. Vincent Tawiah & Abdulrasheed Zakari & Guo Li & Anthony Kyiu, 2022. "Blockchain technology and environmental efficiency: Evidence from US‐listed firms," Business Strategy and the Environment, Wiley Blackwell, vol. 31(8), pages 3757-3768, December.
    61. Wu, Haitao & Hao, Yu & Ren, Siyu & Yang, Xiaodong & Xie, Guo, 2021. "Does internet development improve green total factor energy efficiency? Evidence from China," Energy Policy, Elsevier, vol. 153(C).
    62. Jiayu Wan & Zhengning Pu & Christophe Tavera, 2022. "The impact of digital finance on pollutants emission: evidence from chinese cities," Post-Print hal-03554233, HAL.
    63. Adeoluwa Akande & Pedro Cabral & Sven Casteleyn, 2019. "Assessing the Gap between Technology and the Environmental Sustainability of European Cities," Information Systems Frontiers, Springer, vol. 21(3), pages 581-604, June.
    64. Lange, Steffen & Pohl, Johanna & Santarius, Tilman, 2020. "Digitalization and energy consumption. Does ICT reduce energy demand?," Ecological Economics, Elsevier, vol. 176(C).
    65. Popkova, Elena G. & De Bernardi, Paola & Tyurina, Yuliya G. & Sergi, Bruno S., 2022. "A theory of digital technology advancement to address the grand challenges of sustainable development," Technology in Society, Elsevier, vol. 68(C).
    66. Qiang Ma & Zeeshan Khan & Muhammad Tariq & Hayriye IŞik & Husam Rjoub, 2022. "Sustainable digital economy and trade adjusted carbon emissions: Evidence from China’s provincial data," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 5469-5485, December.
    67. 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.
    68. 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.
    69. Gouvea, Raul & Kapelianis, Dimitri & Kassicieh, Sul, 2018. "Assessing the nexus of sustainability and information & communications technology," Technological Forecasting and Social Change, Elsevier, vol. 130(C), pages 39-44.
    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. Rasheed, Muhammad Qamar & Yuhuan, Zhao & Haseeb, Abdul & Ahmed, Zahoor & Saud, Shah, 2024. "Asymmetric relationship between competitive industrial performance, renewable energy, industrialization, and carbon footprint: Does artificial intelligence matter for environmental sustainability?," Applied Energy, Elsevier, vol. 367(C).
    2. Kamel Touati & Ousama Ben-Salha, 2024. "Reconsidering the Long-Term Impacts of Digitalization, Industrialization, and Financial Development on Environmental Sustainability in GCC Countries," Sustainability, MDPI, vol. 16(9), pages 1-16, April.
    3. Qiang Wang & Yuanfan Li & Rongrong Li, 2024. "Rethinking the environmental Kuznets curve hypothesis across 214 countries: the impacts of 12 economic, institutional, technological, resource, and social factors," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-19, December.
    4. Manuel Landum & M. M. M. Moura & Leonilde Reis, 2023. "Towards Green IT: Assessing the Environmental Impact of Public Administration," Energies, MDPI, vol. 17(1), pages 1-21, December.
    5. Henryk Dzwigol & Aleksy Kwilinski & Oleksii Lyulyov & Tetyana Pimonenko, 2024. "Digitalization and Energy in Attaining Sustainable Development: Impact on Energy Consumption, Energy Structure, and Energy Intensity," Energies, MDPI, vol. 17(5), pages 1-17, March.
    6. Edquist, Harald & Bergmark, Pernilla, 2024. "How is mobile broadband intensity affecting CO2 emissions? – A macro analysis," Telecommunications Policy, Elsevier, vol. 48(2).
    7. Łukasz Markowski & Kamil Kotliński & Aleksandra Ostrowska, 2023. "Sustainable Consumption and Production in the European Union—An Attempt to Assess Changes and Convergence from the Perspective of Central and Eastern European Countries," Sustainability, MDPI, vol. 15(23), pages 1-23, December.
    8. Gabriel Koman & Patrik Boršoš & Milan Kubina, 2024. "Sustainable Human Resource Management with a Focus on Corporate Employee Recruitment," Sustainability, MDPI, vol. 16(14), pages 1-21, July.
    9. Alsagr, Naif & Ozturk, Ilhan, 2024. "How do energy security risk and ICT affect green investment?," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1044-1055.
    10. Charfeddine, Lanouar & Hussain, Bilal & Kahia, Montassar, 2024. "Analysis of the Impact of Information and Communication Technology, Digitalization, Renewable Energy and Financial Development on Environmental Sustainability," Renewable and Sustainable Energy Reviews, Elsevier, vol. 201(C).

    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. 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).
    2. Raihan, Asif, 2023. "Economy-energy-environment nexus: The role of information and communication technology towards green development in Malaysia," Innovation and Green Development, Elsevier, vol. 2(4).
    3. Wang, Jianda & Dong, Kangyin & Dong, Xiucheng & Taghizadeh-Hesary, Farhad, 2022. "Assessing the digital economy and its carbon-mitigation effects: The case of China," Energy Economics, Elsevier, vol. 113(C).
    4. Xu, Qiong & Zhong, Meirui & Li, Xin, 2022. "How does digitalization affect energy? International evidence," Energy Economics, Elsevier, vol. 107(C).
    5. 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.
    6. Tang, Chang & Xue, Yan & Wu, Haitao & Irfan, Muhammad & Hao, Yu, 2022. "How does telecommunications infrastructure affect eco-efficiency? Evidence from a quasi-natural experiment in China," Technology in Society, Elsevier, vol. 69(C).
    7. Zhong, Mei-Rui & Cao, Meng-Yuan & Zou, Han, 2022. "The carbon reduction effect of ICT: A perspective of factor substitution," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
    8. 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).
    9. Bai, Ling & Guo, Tianran & Xu, Wei & Liu, Yaobin & Kuang, Ming & Jiang, Lei, 2023. "Effects of digital economy on carbon emission intensity in Chinese cities: A life-cycle theory and the application of non-linear spatial panel smooth transition threshold model," Energy Policy, Elsevier, vol. 183(C).
    10. 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).
    11. Ma, Jinjin & Yang, Lin & Wang, Donghan & Li, Yiming & Xie, Zuomiao & Lv, Haodong & Woo, Donghyup, 2024. "Digitalization in response to carbon neutrality: Mechanisms, effects and prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 191(C).
    12. abid, Nabila & Ceci, Federica & Razzaq, Asif, 2023. "Inclusivity of information and communication technology in ecological governance for sustainable resources management in G10 countries," Resources Policy, Elsevier, vol. 81(C).
    13. Sun, Hongye & Kim, Giseung, 2021. "The composite impact of ICT industry on lowering carbon intensity: From the perspective of regional heterogeneity," Technology in Society, Elsevier, vol. 66(C).
    14. Zhang, Zhouyi & Song, Yi & Cheng, Jinhua & Zhang, Yijun, 2023. "Effects of heterogeneous ICT on critical metal supply: A differentiated perspective on primary and secondary supply," Resources Policy, Elsevier, vol. 83(C).
    15. Shahbaz, Muhammad & Wang, Jianda & Dong, Kangyin & Zhao, Jun, 2022. "The impact of digital economy on energy transition across the globe: The mediating role of government governance," Renewable and Sustainable Energy Reviews, Elsevier, vol. 166(C).
    16. Edquist, Harald & Bergmark, Pernilla, 2024. "How is mobile broadband intensity affecting CO2 emissions? – A macro analysis," Telecommunications Policy, Elsevier, vol. 48(2).
    17. Yin, Zi Hui & Zeng, Wei Ping, 2023. "The effects of industrial intelligence on China's energy intensity: The role of technology absorptive capacity," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    18. 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).
    19. Li, Wei & Cao, Ning & Xiang, Zejia, 2023. "Drivers of renewable energy transition: The role of ICT, human development, financialization, and R&D investment in China," Renewable Energy, Elsevier, vol. 206(C), pages 441-450.
    20. Ramzan, Muhammad & Abbasi, Kashif Raza & Salman, Asma & Dagar, Vishal & Alvarado, Rafael & Kagzi, Muneza, 2023. "Towards the dream of go green: An empirical importance of green innovation and financial depth for environmental neutrality in world's top 10 greenest economies," Technological Forecasting and Social Change, Elsevier, vol. 189(C).

    More about this item

    Keywords

    Systematic review; Environmental sustainability; ICT; Digitization;
    All these keywords.

    JEL classification:

    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • Q52 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Pollution Control Adoption and Costs; Distributional Effects; Employment Effects

    Statistics

    Access and download statistics

    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:184:y:2023:i:c:s1364032123003398. 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.