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How information and communication technology drives carbon emissions: A sector-level analysis for China

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  1. Chen, Zhenni & Liu, Xi & Li, Jianglong, 2022. "Identifying channels of environmental impacts of transport sector through sectoral linkage analysis," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
  2. Li, Yaya & Zhang, Yun, 2023. "What is the role of green ICT innovation in lowering carbon emissions in China? A provincial-level analysis," Energy Economics, Elsevier, vol. 127(PA).
  3. Dongqing Han & Dayong Zhang & Peng Yue & Zhengxu Cao, 2024. "Toward Sustainable Development: Can Digital Transformation of Industrial Enterprise Drive Carbon Reduction?," Sustainability, MDPI, vol. 16(23), pages 1-18, November.
  4. 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).
  5. Ge, Yihan & Yuan, Rong, 2024. "Exploring decoupling relationship between ICT investments and energy consumption in China's provinces: Factors and policy implications," Energy, Elsevier, vol. 286(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. Danish, & Khan, Salahuddin & Haneklaus, Nils, 2023. "Sustainable economic development across globe: The dynamics between technology, digital trade and economic performance," Technology in Society, Elsevier, vol. 72(C).
  8. Favour Chidinma Onuoha & Benedict I. Uzoechina & Chukwunenye Ferguson Emekaraonye & Onyinye Ifeoma Ochuba & Nora Francis Inyang, 2023. "Information and communication technologies and sustainable development in ECOWAS subregion: Evidence from a panel cointegration analysis," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(2), pages 787-806, March.
  9. Marta Gangolells & Miquel Casals & Marcel Macarulla & Núria Forcada, 2021. "Exploring the Potential of a Gamified Approach to Reduce Energy Use and Carbon Emissions in the Household Sector," Sustainability, MDPI, vol. 13(6), pages 1-18, March.
  10. Zhang, Kun & Zhu, Pei-Hua & Qian, Xiang-Yan, 2024. "National information consumption demonstration city construction and urban green development: A quasi-experiment from Chinese cities," Energy Economics, Elsevier, vol. 130(C).
  11. Wang, Jianda & Yang, Senmiao & Dong, Kangyin & Nepal, Rabindra, 2024. "Assessing embodied carbon emission and its drivers in China's ICT sector: Multi-regional input-output and structural decomposition analysis," Energy Policy, Elsevier, vol. 186(C).
  12. Zhang, Bing-bing & Wang, Yuan & Chen, Yue & Zhou, Junting, 2024. "Digital transformation by firms and the cleanliness of China's export products," Energy Economics, Elsevier, vol. 134(C).
  13. Sheng, Xuerou & Chen, Leping & Liu, Mengyue & Wang, Qingsong & Ma, Qiao & Zuo, Jian & Yuan, Xueliang, 2025. "Input-output models for carbon accounting: A multi-perspective analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 207(C).
  14. 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).
  15. Lina Karabetyan, 2023. "Impact of Entrepreneurial Activity and ICT Development on Sustainable Development: Evidence from High-Income Countries," Sustainability, MDPI, vol. 15(6), pages 1-14, March.
  16. Keyong Zhang & Sulun Li & Peng Qin & Bohong Wang, 2022. "Spatial and Temporal Effects of Digital Technology Development on Carbon Emissions: Evidence from China," Sustainability, MDPI, vol. 15(1), pages 1-16, December.
  17. Olatunji Abdul Shobande, 2021. "Decomposing the Persistent and Transitory Effect of Information and Communication Technology on Environmental Impacts Assessment in Africa: Evidence from Mundlak Specification," Sustainability, MDPI, vol. 13(9), pages 1-12, April.
  18. Zhenzhen Liao & Shaofeng Ru & Yiyang Cheng, 2023. "A Simulation Study on the Impact of the Digital Economy on CO 2 Emission Based on the System Dynamics Model," Sustainability, MDPI, vol. 15(4), pages 1-24, February.
  19. Xue, Mingfu & Razzaq, Asif & Afshan, Sahar & Yang, Xiaodong, 2023. "Fiscal pressure and carbon intensity: A quasi-natural experiment based on education authority reform," Energy Economics, Elsevier, vol. 126(C).
  20. Jingwei Sun & Jingzhu Chen, 2023. "Digital Economy, Energy Structure Transformation, and Regional Carbon Dioxide Emissions," Sustainability, MDPI, vol. 15(11), pages 1-16, May.
  21. Zhu, Qingyuan & Xu, Chengzhen & Pan, Yinghao & Wu, Jie, 2024. "Identifying critical transmission sectors, paths, and carbon communities for CO2 mitigation in global supply chains," Renewable and Sustainable Energy Reviews, Elsevier, vol. 191(C).
  22. Ștefan Vlăduțescu & Georgiana Camelia Stănescu, 2023. "Environmental Sustainability of Metaverse: Perspectives from Romanian Developers," Sustainability, MDPI, vol. 15(15), pages 1-20, July.
  23. Sun, Ya-Fang & Yu, Shiwei & Zhang, Yue-Jun & Su, Bin, 2023. "How do imports change the energy consumption of China? An analysis of its role in intermediate inputs and final demands," Energy, Elsevier, vol. 270(C).
  24. Khalil Nimer & Muath Abdelqader & Cemil Kuzey & Ali Uyar, 2024. "Emission targeting and carbon emissions: The moderating effect of female directors," Business Strategy and the Environment, Wiley Blackwell, vol. 33(4), pages 3480-3504, May.
  25. Li, Yaya & Zhang, Yuru & Pan, An & Han, Minchun & Veglianti, Eleonora, 2022. "Carbon emission reduction effects of industrial robot applications: Heterogeneity characteristics and influencing mechanisms," Technology in Society, Elsevier, vol. 70(C).
  26. Geng Peng & Yixuan Tang & Kaiyou Tian, 2023. "Understanding the Nonlinear Impact of Information and Communication Technology on Carbon Emissions in the Logistics Industry of China," Sustainability, MDPI, vol. 15(18), pages 1-22, September.
  27. Zhang, Xudong & Song, Xueqian & Lu, Jianguang & Liu, Fei, 2022. "How financial development and digital trade affect ecological sustainability: The role of renewable energy using an advanced panel in G-7 Countries," Renewable Energy, Elsevier, vol. 199(C), pages 1005-1015.
  28. Xiong, Su & Luo, Rong, 2023. "Investigating the relationship between digital trade, natural resources, energy transition, and green productivity: Moderating role of R&D investment," Resources Policy, Elsevier, vol. 86(PB).
  29. Rongwu Zhang & Wenqiang Fu & Yingxu Kuang, 2022. "Can Digital Economy Promote Energy Conservation and Emission Reduction in Heavily Polluting Enterprises? Empirical Evidence from China," IJERPH, MDPI, vol. 19(16), pages 1-21, August.
  30. Ke-Liang Wang & Rui-Rui Zhu & Yun-He Cheng, 2022. "Does the Development of Digital Finance Contribute to Haze Pollution Control? Evidence from China," Energies, MDPI, vol. 15(7), pages 1-21, April.
  31. Junjun Tang & Xing Zhao, 2023. "Does the new digital infrastructure improve total factor productivity?," Bulletin of Economic Research, Wiley Blackwell, vol. 75(4), pages 895-916, October.
  32. Qian Zhang & Qizhen Wang, 2023. "Digitalization, Electricity Consumption and Carbon Emissions—Evidence from Manufacturing Industries in China," IJERPH, MDPI, vol. 20(5), pages 1-21, February.
  33. Mustafa Naimoğlu & Andrew Adewale Alola, 2025. "Analyzing environmental delivery of industrial technology and energy use-loss in China," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 14(1), pages 1-17, December.
  34. Haini, Hazwan, 2021. "Examining the impact of ICT, human capital and carbon emissions: Evidence from the ASEAN economies," International Economics, Elsevier, vol. 166(C), pages 116-125.
  35. Wang, Xueting & Qiu, Feng & Zhang, Junbiao & Tong, Qingmeng, 2020. "Does Internet use help increase residents’ participation in programs to improve the dwelling environment? Evidence from China," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304234, Agricultural and Applied Economics Association.
  36. Zihanxin Li & Nuoyan Li & Huwei Wen, 2021. "Digital Economy and Environmental Quality: Evidence from 217 Cities in China," Sustainability, MDPI, vol. 13(14), pages 1-20, July.
  37. Zhong Ren & Jie Zhang, 2023. "Digital Economy, Clean Energy Consumption, and High-Quality Economic Development: The Case of China," Sustainability, MDPI, vol. 15(18), pages 1-24, September.
  38. Wang, Shubin & Li, Jiabao & Zhao, Erlong, 2024. "Exploring the role of financial technologies and digital trade in shaping trade-adjusted resource consumption in E7 countries," Resources Policy, Elsevier, vol. 88(C).
  39. 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).
  40. Tao, Weiliang & Weng, Shimei & Chen, Xueli & ALHussan, Fawaz Baddar & Song, Malin, 2024. "Artificial intelligence-driven transformations in low-carbon energy structure: Evidence from China," Energy Economics, Elsevier, vol. 136(C).
  41. 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).
  42. Wenxiang Peng & Yutao Lei & Xuan Zhang, 2023. "Analysis of China’s High-Carbon Manufacturing Industry’s Carbon Emissions in the Digital Process," Sustainability, MDPI, vol. 15(20), pages 1-35, October.
  43. 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).
  44. Danish I. Godil & Zhang Yu & Arshian Sharif & Rimsha Usman & Syed Abdul Rehman Khan, 2021. "Investigate the role of technology innovation and renewable energy in reducing transport sector CO2 emission in China: A path toward sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(4), pages 694-707, July.
  45. Lin, Boqiang & Xu, Bin, 2021. "A non-parametric analysis of the driving factors of China's carbon prices," Energy Economics, Elsevier, vol. 104(C).
  46. Zhao, Haoran & Guo, Sen, 2023. "Analysis of the non-linear impact of digital economy development on energy intensity: Empirical research based on the PSTR model," Energy, Elsevier, vol. 282(C).
  47. Ai, Hongshan & Wang, Mengyuan & Zhang, Yue-Jun & Zhu, Tian-Tian, 2022. "How does air pollution affect urban innovation capability? Evidence from 281 cities in China," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 166-178.
  48. Wang, Jen Chun, 2022. "Understanding the energy consumption of information and communications equipment: A case study of schools in Taiwan," Energy, Elsevier, vol. 249(C).
  49. 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.
  50. Flavio Boccia & Daniela Covino, 2024. "Knowledge and Food Sustainability: the Metaverse as a New Economic-Environmental Paradigm," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 14841-14854, September.
  51. Wadim Strielkowski & Olga Kovaleva & Tatiana Efimtseva, 2022. "Impacts of Digital Technologies for the Provision of Energy Market Services on the Safety of Residents and Consumers," Sustainability, MDPI, vol. 14(5), pages 1-18, March.
  52. Jie Zhou & Hanlin Lan & Cheng Zhao & Jianping Zhou, 2021. "Haze Pollution Levels, Spatial Spillover Influence, and Impacts of the Digital Economy: Empirical Evidence from China," Sustainability, MDPI, vol. 13(16), pages 1-18, August.
  53. Wang, Jianda & Guo, Dongsheng, 2023. "Siphon and radiation effects of ICT agglomeration on green total factor productivity: Evidence from a spatial Durbin model," Energy Economics, Elsevier, vol. 126(C).
  54. Zhou, Xiaoyong & Zhou, Dequn & Wang, Qunwei & Su, Bin, 2020. "Who shapes China's carbon intensity and how? A demand-side decomposition analysis," Energy Economics, Elsevier, vol. 85(C).
  55. Ashraf, Muhammad Zubair & Wei, Wei & Usman, Muhammad & Mushtaq, Shahid, 2024. "How can natural resource dependence, environmental-related technologies and digital trade protect the environment: Redesigning SDGs policies for sustainable environment?," Resources Policy, Elsevier, vol. 88(C).
  56. Zhu, Qingyuan & Xu, Chengzhen & Lee, Chien-Chiang, 2024. "Trade-induced carbon-economic inequality within China: Measurement, sources, and determinants," Energy Economics, Elsevier, vol. 136(C).
  57. Yangyang Zhong & Yilin Zhong & Longpeng Zhang & Zhiwei Tang, 2024. "The Path to Urban Sustainability: Urban Intelligent Transformation and Green Development—Evidence from 286 Cities in China," Sustainability, MDPI, vol. 16(23), pages 1-32, November.
  58. Guo, Qing & Wang, Hongsen & Lu, Xin & Qu, Long, 2024. "Effects of innovation environment on carbon intensity: The moderating role of information industry," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 967-977.
  59. Ellen Thio & MeiXuen Tan & Liang Li & Muhammad Salman & Xingle Long & Huaping Sun & Bangzhu Zhu, 2022. "The estimation of influencing factors for carbon emissions based on EKC hypothesis and STIRPAT model: Evidence from top 10 countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(9), pages 11226-11259, September.
  60. 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.
  61. Lin, Boqiang & Huang, Chenchen, 2023. "How will promoting the digital economy affect electricity intensity?," Energy Policy, Elsevier, vol. 173(C).
  62. El Hana, Nadr & Kondrateva, Galina & Martin, Silvia, 2024. "Emission-smart advertising: Balancing performance with CO2 emissions in digital advertising," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
  63. Boqiang Lin & Qianxiang Zhang, 2023. "Corporate environmental responsibility in polluting firms: Does digital transformation matter?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(5), pages 2234-2246, September.
  64. Zhichuan Zhu & Bo Liu & Zhuoxi Yu & Jianhong Cao, 2022. "Effects of the Digital Economy on Carbon Emissions: Evidence from China," IJERPH, MDPI, vol. 19(15), pages 1-21, August.
  65. Qunwei Wang & Cheng Cheng & Dequn Zhou, 2020. "Multi-round auctions in an emissions trading system considering firm bidding strategies and government regulations," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 25(7), pages 1403-1421, October.
  66. Wang, Jianda & Dong, Xiucheng & Dong, Kangyin, 2022. "How digital industries affect China's carbon emissions? Analysis of the direct and indirect structural effects," Technology in Society, Elsevier, vol. 68(C).
  67. Zhang, Junjie & Yu, Shiwei & Xiong, Xingyi & Hu, Xing, 2024. "Impacts of ICT penetration shaping nonworking time use on indirect carbon emissions: Evidence from Chinese households," Energy Economics, Elsevier, vol. 129(C).
  68. Wei Zhen & Quande Qin & Lei Jiang, 2022. "Heterogeneous Domestic Intermediate Input-Related Carbon Emissions in China’s Exports," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 81(3), pages 453-479, March.
  69. 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).
  70. Wang, Ke-Liang & Sun, Ting-Ting & Xu, Ru-Yu & Miao, Zhuang & Cheng, Yun-He, 2022. "How does internet development promote urban green innovation efficiency? Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
  71. Xuemei Jia & Qing Liu & Jiahao Feng & Yuru Li & Lijun Zhang, 2023. "The Induced Effects of Carbon Emissions for China’s Industry Digital Transformation," Sustainability, MDPI, vol. 15(16), pages 1-20, August.
  72. Niu, Meng & Wang, Zhenguo & Zhang, Yabin, 2022. "How information and communication technology drives (routine and non-routine) jobs: Structural path and decomposition analysis for China," Telecommunications Policy, Elsevier, vol. 46(1).
  73. Ghaemi Asl, Mahdi & Ben Jabeur, Sami, 2024. "Could the Russia-Ukraine war stir up the persistent memory of interconnectivity among Islamic equity markets, energy commodities, and environmental factors?," Research in International Business and Finance, Elsevier, vol. 69(C).
  74. Zhao Yang, 2023. "Can the Digitalization Reduce Carbon Emission Intensity?—The Moderating Effects of the Fiscal Decentralization," Sustainability, MDPI, vol. 15(11), pages 1-16, June.
  75. Wang, Lei & Ramsey, Thomas Stephen, 2024. "Digital divide and environmental pressure: A countermeasure on the embodied carbon emissions in FDI," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
  76. Xu, Xiaofeng & Wei, Zhifei & Ji, Qiang & Wang, Chenglong & Gao, Guowei, 2019. "Global renewable energy development: Influencing factors, trend predictions and countermeasures," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
  77. Oliver Lange & Julian Plath & Timo F. Dziggel & David F. Karpa & Mattis Keil & Tom Becker & Wolf H. Rogowski, 2022. "A Transparency Checklist for Carbon Footprint Calculations Applied within a Systematic Review of Virtual Care Interventions," IJERPH, MDPI, vol. 19(12), pages 1-14, June.
  78. Arpit Singh & Ashish Dwivedi & Dindayal Agrawal & Surajit Bag & Anurag Chauhan, 2024. "Can sustainable and digital objectives synchronize? A study of ESG activities for digital supply chains using multi‐methods," Business Strategy and the Environment, Wiley Blackwell, vol. 33(8), pages 8413-8435, December.
  79. Zaili Zhen & Lixin Tian, 2020. "The impact of climate damage function on the social cost of carbon and economic growth rate," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 25(7), pages 1287-1304, October.
  80. Yingzi Chen & Wanwan Yang & Yaqi Hu, 2022. "Internet Development, Consumption Upgrading and Carbon Emissions—An Empirical Study from China," IJERPH, MDPI, vol. 20(1), pages 1-23, December.
  81. Huang, Yongming & Zhang, Yanan, 2023. "Digitalization, positioning in global value chain and carbon emissions embodied in exports: Evidence from global manufacturing production-based emissions," Ecological Economics, Elsevier, vol. 205(C).
  82. 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).
  83. Wen, Huwei & Wen, Changyong & Lee, Chien-Chiang, 2022. "Impact of digitalization and environmental regulation on total factor productivity," Information Economics and Policy, Elsevier, vol. 61(C).
  84. Kunkel, S. & Neuhäusler, P. & Matthess, M. & Dachrodt, M.F., 2023. "Industry 4.0 and energy in manufacturing sectors in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 188(C).
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