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Does ICT change the relationship between total factor productivity and CO2 emissions? Evidence based on a nonlinear model

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  1. 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).
  2. Xiaoyu He & Bo Li, 2023. "A Study on the Influence of Green Industrial Policy on Urban Green Development: Based on the Empirical Data of Ecological Industrial Park Pilot Construction," Sustainability, MDPI, vol. 15(13), pages 1-29, June.
  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. Weiwei Zhang & Shengqiang Zhang & Lan Bo & Mahfuzul Haque & Enru Liu, 2023. "Does China’s Regional Digital Economy Promote the Development of a Green Economy?," Sustainability, MDPI, vol. 15(2), pages 1-19, January.
  5. Tao, Miaomiao, 2024. "Dynamics between electric vehicle uptake and green development: Understanding the role of local government competition," Transport Policy, Elsevier, vol. 146(C), pages 227-240.
  6. Miaomiao Tao & Lim Thye Goh, 2024. "Threshold Effect of Environmental Regulation on Eco-Friendly Productivity - Empirical Evidence From China," Asian Economics Letters, Asia-Pacific Applied Economics Association, vol. 5(1), pages 1-5.
  7. Ouidad Yousfi & Nadia Loukil, 2024. "Environmental laws in France: What are the effects of the Grenelle laws on firms?," European Journal of Law and Economics, Springer, vol. 57(3), pages 347-389, June.
  8. Wen Chen, 2023. "The impact of digital economy development on innovation in renewable energy technologies," Economic Change and Restructuring, Springer, vol. 56(6), pages 4285-4308, December.
  9. Ying Nie & Qingjie Liu & Rong Liu & Dexiao Ren & Yao Zhong & Feng Yu, 2022. "The Threshold Effect of FDI on CO 2 Emission in Belt and Road Countries," IJERPH, MDPI, vol. 19(6), pages 1-20, March.
  10. Hunjra, Ahmed Imran & Bouri, Elie & Azam, Muhammad & Azam, Rauf I & Dai, Jiapeng, 2024. "Economic growth and environmental sustainability in developing economies," Research in International Business and Finance, Elsevier, vol. 70(PA).
  11. Saia, Artjom, 2023. "Digitalization and CO2 emissions: Dynamics under R&D and technology innovation regimes," Technology in Society, Elsevier, vol. 74(C).
  12. Tan, Junlan & Su, Xiang & Wang, Rong, 2023. "The impact of natural resource dependence and green finance on green economic growth in the context of COP26," Resources Policy, Elsevier, vol. 81(C).
  13. Yangjie Liao & Xiaokun Zhou, 2023. "Can Digital Finance Contribute to Agricultural Carbon Reduction? Evidence from China," Sustainability, MDPI, vol. 15(22), pages 1-20, November.
  14. Wenqi Liao, 2023. "How does the digital economy affect the development of the green economy? Evidence from Chinese cities," PLOS ONE, Public Library of Science, vol. 18(8), pages 1-24, August.
  15. Yunyan Jiang & Feng Deng, 2022. "Multi-Dimensional Threshold Effects of the Digital Economy on Green Economic Growth?—New Evidence from China," Sustainability, MDPI, vol. 14(19), pages 1-22, October.
  16. Awijen, Haithem & Belaïd, Fateh & Zaied, Younes Ben & Hussain, Nazim & Lahouel, Béchir Ben, 2022. "Renewable energy deployment in the MENA region: Does innovation matter?," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
  17. Ben Cheikh, Nidhaleddine & Rault, Christophe, 2024. "Financial inclusion and threshold effects in carbon emissions," Energy Policy, Elsevier, vol. 192(C).
  18. Zhang, Cheng & Fang, Jiming & Ge, Shilong & Sun, Guanglin, 2024. "Research on the impact of enterprise digital transformation on carbon emissions in the manufacturing industry," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 211-227.
  19. Axenbeck, Janna & Berner, Anne & Kneib, Thomas, 2022. "What drives the relationship between digitalization and industrial energy demand? Exploring firm-level heterogeneity," ZEW Discussion Papers 22-059, ZEW - Leibniz Centre for European Economic Research.
  20. Bacha, Radia & Gasmi, Farid, 2022. "The broadband diffusion process and its determinants in Algeria: A simultaneous estimation," TSE Working Papers 22-1309, Toulouse School of Economics (TSE).
  21. Qiang Wang & Yuanfan Li & Rongrong Li, 2024. "Ecological footprints, carbon emissions, and energy transitions: the impact of artificial intelligence (AI)," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-18, December.
  22. Wang, Linhui & Chen, Qi & Dong, Zhiqing & Cheng, Lu, 2024. "The role of industrial intelligence in peaking carbon emissions in China," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
  23. 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).
  24. Béchir Ben Lahouel & Lotfi Taleb & Shunsuke Managi & Khaled Guesmi, 2024. "The threshold effects of ICT on CO2 emissions: evidence from the MENA countries," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 26(2), pages 285-305, April.
  25. Tharulee Ranthilake & Yuganthi Caldera & Dilshani Senevirathna & Heshan Gunawardana & Ruwan Jayathilaka & Suren Peter, 2025. "Renewable realities: Charting a greener course for the world's high‐emitting nations through information technology insights," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(2), pages 2926-2936, April.
  26. 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).
  27. Hunjra, Ahmed Imran & Hassan, M. Kabir & Zaied, Younes Ben & Managi, Shunsuke, 2023. "Nexus between green finance, environmental degradation, and sustainable development: Evidence from developing countries," Resources Policy, Elsevier, vol. 81(C).
  28. Shuangcheng Luo & Yangli Yuan, 2023. "The Path to Low Carbon: The Impact of Network Infrastructure Construction on Energy Conservation and Emission Reduction," Sustainability, MDPI, vol. 15(4), pages 1-20, February.
  29. Xie, Xin & Liu, Yufeng & Jiang, Xiaoxi & Wang, Zi Xuan, 2024. "Natural resources utilization, ICT growth, and renewable energy consumption: Pathways to sustainable development in China," Resources Policy, Elsevier, vol. 89(C).
  30. Haoyu Si & Zia Ur Rahman, 2024. "Embracing the digital revolution: Examining the relationship between ICT adoption and carbon emissions in the Persian Gulf," PLOS ONE, Public Library of Science, vol. 19(6), pages 1-22, June.
  31. Li, Yaya & Zhu, Zhu & Guan, Yefeng & Kang, Yanfang, 2022. "Research on the structural features and influence mechanism of the green ICT transnational cooperation network," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 734-749.
  32. Heng Luo & Fakarudin Kamarudin, 2024. "Macroprudential policies and CO2 emissions: A comparative analysis of G7 and BRIC countries," PLOS ONE, Public Library of Science, vol. 19(1), pages 1-22, January.
  33. Davide Quaglione & Dario D’Ingiullo & Linda Meleo, 2023. "Fixed and mobile broadband penetration and CO2 emissions: evidence from OECD countries," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 40(3), pages 795-816, October.
  34. Lin, Boqiang & Ullah, Sami, 2023. "Towards the goal of going green: Do green growth and innovation matter for environmental sustainability in Pakistan," Energy, Elsevier, vol. 285(C).
  35. Linxiong Chen & Changbiao Zhong & Chong Li, 2022. "Research on the Impact of the Digital Economy on China’s New-Type Urbanization: Based on Spatial and Mediation Models," Sustainability, MDPI, vol. 14(22), pages 1-23, November.
  36. Xu, Qiong & Zhong, Meirui & Li, Xin, 2022. "How does digitalization affect energy? International evidence," Energy Economics, Elsevier, vol. 107(C).
  37. 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).
  38. Mounir Dahmani & Mohamed Mabrouki & Adel Ben Youssef, 2022. "ICT, trade openness and economic growth in Tunisia: what is going wrong?," Economic Change and Restructuring, Springer, vol. 55(4), pages 2317-2336, November.
  39. Hanyu Zhang & Kaiyue Zhang & Taihua Yan & Xiaonan Cao, 2025. "The impact of digital infrastructure on regional green innovation efficiency through industrial agglomeration and diversification," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-15, December.
  40. Ren, Yuheng & Zhang, Jue & Wang, Xin, 2024. "How does data factor utilization stimulate corporate total factor productivity: A discussion of the productivity paradox," International Review of Economics & Finance, Elsevier, vol. 96(PC).
  41. Wang, Lianghu & Shao, Jun, 2023. "Digital economy, entrepreneurship and energy efficiency," Energy, Elsevier, vol. 269(C).
  42. Umair Kashif & Junguo Shi & Snovia Naseem & Shanshan Dou & Zohaib Zahid, 2024. "ICT service exports and CO2 emissions in OECD countries: the moderating effect of regulatory quality," Economic Change and Restructuring, Springer, vol. 57(3), pages 1-17, June.
  43. Shiping Xu & Lili Wang, 2023. "Do Green Information and Communication Technologies (ICT) and Smart Urbanization Reduce Environmental Pollution in China?," Sustainability, MDPI, vol. 15(19), pages 1-18, October.
  44. Jiaping Zhang & Xiaomei Gong & Zhongkun Zhu & Zhenyu Zhang, 2023. "Trust cost of environmental risk to government: the impact of Internet use," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(6), pages 5363-5392, June.
  45. 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).
  46. Jiahao Zhang & Fusheng Liang & Peng Gao, 2024. "Can big data reduce urban environmental pollution? Evidence from China’s digital technology experimental zone," PLOS ONE, Public Library of Science, vol. 19(10), pages 1-20, October.
  47. Wang, Qingxi & Hu, An & Tian, Zhihua, 2022. "Digital transformation and electricity consumption: Evidence from the Broadband China pilot policy," Energy Economics, Elsevier, vol. 115(C).
  48. 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).
  49. Feilan Wang & Mengmeng Jin & Jianfeng Li & Yushuo Zhang & Junbo Chen, 2022. "Profound Impact of Economic Openness and Digital Economy towards a Sustainable Development: A New Look at RCEP Economies," Sustainability, MDPI, vol. 14(21), pages 1-21, October.
  50. 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).
  51. 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.
  52. 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).
  53. Shahriyar Mukhtarov, 2024. "Do renewable energy and total factor productivity eliminate CO2 emissions in Turkey?," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 26(2), pages 307-324, April.
  54. Yan Lv & Weisong Li & Yawen Xu & Muhammad Tayyab Sohail, 2023. "China’s Pathway to a Low Carbon Economy: Exploring the Influence of Urbanization on Environmental Sustainability in the Digital Era," Sustainability, MDPI, vol. 15(8), pages 1-14, April.
  55. Zhang, Weike & Zeng, Ming, 2024. "Is artificial intelligence a curse or a blessing for enterprise energy intensity? Evidence from China," Energy Economics, Elsevier, vol. 134(C).
  56. 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).
  57. 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).
  58. Mingjuan Ma & Shuifa Ke & Qiang Li & Yaqi Wu, 2023. "Towards Carbon Neutrality: A Comprehensive Analysis on Total Factor Carbon Productivity of the Yellow River Basin, China," Sustainability, MDPI, vol. 15(8), pages 1-23, April.
  59. 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).
  60. Liang, Chao & Wang, Qi, 2023. "The relationship between total factor productivity and environmental quality: A sustainable future with innovation input," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
  61. Yu Chen & Shuangshuang Liu & Yanqiu Xiao & Qian Zhou, 2024. "Can Digital Transformation Reduce Enterprise Carbon Intensity? An Empirical Analysis of Chinese Manufacturers," Sustainability, MDPI, vol. 16(12), pages 1-19, June.
  62. Qingyang Wu, 2023. "Sustainable growth through industrial robot diffusion: Quasi‐experimental evidence from a Bartik shift‐share design," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(4), pages 1107-1133, October.
  63. Du, Gang & Li, Wendi, 2022. "Does innovative city building promote green logistics efficiency? Evidence from a quasi-natural experiment with 285 cities," Energy Economics, Elsevier, vol. 114(C).
  64. Wang, Jianda & Dong, Xiucheng & Dong, Kangyin, 2022. "How does ICT agglomeration affect carbon emissions? The case of Yangtze River Delta urban agglomeration in China," Energy Economics, Elsevier, vol. 111(C).
  65. Jiawei Shangguan & Pingping Xiong & Zhexuan Ye & Jie Wang, 2025. "The Dynamic Relationships Among Green Technological Innovation, Government Policies, and the Low-Carbon Transformation of the Manufacturing Industry in the Yangtze River Economic Belt: An Analysis Bas," Sustainability, MDPI, vol. 17(10), pages 1-21, May.
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