The nexus between digital economy and carbon dioxide emissions in China: The moderating role of investments in research and development

Citations

Cited by:

1. Junhong Qu & Xiaoli Hao, 2022. "Digital Economy, Financial Development, and Energy Poverty Based on Mediating Effects and a Spatial Autocorrelation Model," Sustainability, MDPI, vol. 14(15), pages 1-24, July.
2. 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).
3. Wang, Jianda & Lyu, Weijian & Chen, Xi & Yang, Senmiao & Dong, Xiucheng, 2024. "Navigating total-factor carbon emission efficiency in the digital era: A case study from industry structure, environmental regulations, and trade spillover," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 260-277.
4. Radoslaw Miskiewicz, 2022. "Clean and Affordable Energy within Sustainable Development Goals: The Role of Governance Digitalization," Energies, MDPI, vol. 15(24), pages 1-17, December.
5. Wang, Weilong & Yang, Xiaodong & Cao, Jianhong & Bu, Wenchao & Dagestani, Abd Alwahed & Adebayo, Tomiwa Sunday & Dilanchiev, Azer & Ren, Siyu, 2022. "Energy internet, digital economy, and green economic growth: Evidence from China," Innovation and Green Development, Elsevier, vol. 1(2).
6. Liu, Haiying & Pata, Ugur Korkut & Zafar, Muhammad Wasif & Kartal, Mustafa Tevfik & Karlilar, Selin & Caglar, Abdullah Emre, 2023. "Do oil and natural gas prices affect carbon efficiency? Daily evidence from China by wavelet transform-based approaches," Resources Policy, Elsevier, vol. 85(PB).
7. Shu, Haicheng & Wang, Yu & Umar, Muhammad & Zhong, Yifan, 2023. "Dynamics of renewable energy research, investment in EnvoTech and environmental quality in the context of G7 countries," Energy Economics, Elsevier, vol. 120(C).
8. Zhongxin Ma & Fenglan Wu, 2022. "Smart City, Digitalization and CO 2 Emissions: Evidence from 353 Cities in China," Sustainability, MDPI, vol. 15(1), pages 1-21, December.
9. Zhuoqi Teng & Yugang He & Zhi Qiao, 2023. "Exploring the Synergistic Effects of Digitalization and Economic Uncertainty on Environmental Sustainability: An Investigation from China," Sustainability, MDPI, vol. 15(15), pages 1-24, August.
10. Ran, Qiying & Yang, Xiaodong & Yan, Hongchuan & Xu, Yang & Cao, Jianhong, 2023. "Natural resource consumption and industrial green transformation: Does the digital economy matter?," Resources Policy, Elsevier, vol. 81(C).
11. Wang, Dong & Wang, Ziwei & Cai, Wanhuan & Wu, Qiuxiang, 2024. "Digital inclusive finance, higher education expansion and regional carbon emissions: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 1091-1101.
12. Yu, Haijing & Shen, Shaowei & Han, Lei & Ouyang, Jian, 2024. "Spatiotemporal heterogeneities in the impact of the digital economy on carbon emission transfers in China," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
13. Shunbin Zhong & Huafu Shen & Ziheng Niu & Yang Yu & Lin Pan & Yaojun Fan & Atif Jahanger, 2022. "Moving towards Environmental Sustainability: Can Digital Economy Reduce Environmental Degradation in China?," IJERPH, MDPI, vol. 19(23), pages 1-23, November.
14. 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.
15. 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).
16. Ruiyuan Dong & Xiaowei Zhou, 2023. "Analysis of the Nonlinear and Spatial Spillover Effects of the Digital Economy on Carbon Emissions in the Yellow River Basin," Sustainability, MDPI, vol. 15(6), pages 1-18, March.
17. Nan Li & Beibei Shi & Rong Kang, 2023. "Analysis of the Coupling Effect and Space-Time Difference between China’s Digital Economy Development and Carbon Emissions Reduction," IJERPH, MDPI, vol. 20(1), pages 1-25, January.
18. Xiaodong Yang & Yang Xu & Asif Razzaq & Desheng Wu & Jianhong Cao & Qiying Ran, 2024. "Roadmap to achieving sustainable development: Does digital economy matter in industrial green transformation?," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(3), pages 2583-2599, June.
19. Feifei Yu & Jiayi Mao & Qing Jiang, 2025. "Accumulate thickly to grow thinly: the U-shaped relationship between digital transformation and corporate carbon performance," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(1), pages 2135-2160, January.
20. Aqib, Muhammad & Zaman, Khalid, 2023. "Greening the Workforce: The Power of Investing in Human Capital," MPRA Paper 116263, University Library of Munich, Germany, revised 05 Feb 2023.
21. Shuangjie Li & Wei Wang & Liming Wang & Ge Wang, 2023. "Digital Economy and 3E Efficiency Performance: Evidence from EU Countries," Sustainability, MDPI, vol. 15(7), pages 1-18, March.
22. Lizhan Cao & Hui Wang, 2022. "The Slowdown in China’s Energy Consumption Growth in the “New Normal” Stage: From Both National and Regional Perspectives," Sustainability, MDPI, vol. 14(7), pages 1-21, April.
23. Xue, Yan & Tang, Chang & Wu, Haitao & Liu, Jianmin & Hao, Yu, 2022. "The emerging driving force of energy consumption in China: Does digital economy development matter?," Energy Policy, Elsevier, vol. 165(C).
24. Ren, Xiaohang & Zeng, Gudian & Zhao, Yang, 2023. "Digital finance and corporate ESG performance: Empirical evidence from listed companies in China," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
25. Jingrong Tan & Lin Chen, 2022. "Spatial Effect of Digital Economy on Particulate Matter 2.5 in the Process of Smart Cities: Evidence from Prefecture-Level Cities in China," IJERPH, MDPI, vol. 19(21), pages 1-20, November.
26. Xiaoli Wu & Yaoyao Qin & Qizhuo Xie & Yunyi Zhang, 2022. "The Mediating and Moderating Effects of the Digital Economy on PM 2.5 : Evidence from China," Sustainability, MDPI, vol. 14(23), pages 1-17, November.
27. He, Hairong, 2024. "Nexus of natural resources exploitation, social protection, and sustainable environment: COP27 is a sufficient solution?," Resources Policy, Elsevier, vol. 96(C).
28. Yue Cheng & Dong Zheng, 2023. "Does the Digital Economy Promote Coordinated Urban–Rural Development? Evidence from China," Sustainability, MDPI, vol. 15(6), pages 1-20, March.
29. Chen, Yan & Zhang, Ruiqian & Lyu, Jiayi & Ma, Xin, 2024. "The butterfly effect of cloud computing on the low-carbon economy," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
30. Qin, Meng & Su, Chi-Wei & Lobonţ, Oana-Ramona & Umar, Muhammad, 2023. "Blockchain: A carbon-neutral facilitator or an environmental destroyer?," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 604-615.
31. Lee, Chien-Chiang & Wang, Fuhao & Lou, Runchi, 2022. "Digital financial inclusion and carbon neutrality: Evidence from non-linear analysis," Resources Policy, Elsevier, vol. 79(C).
32. Chen, Ke & Li, Qiyuan & Shoaib, Muhammad & Ameer, Waqar & Jiang, Tao, 2024. "Does improved digital governance in government promote natural resource management? Quasi-natural experiments based on smart city pilots," Resources Policy, Elsevier, vol. 90(C).
33. Ahmad, Munir & Wu, Yiyun, 2022. "Natural resources, technological progress, and ecological efficiency: Does financial deepening matter for G-20 economies?," Resources Policy, Elsevier, vol. 77(C).
34. Gaoya Wen & Ping Wu, 2025. "Does Proximity Enhance Compliance? Investigating the Geographical Distance Decay in Vertical Supervision of Non-Grain Cultivation on China’s Arable Land?," Land, MDPI, vol. 14(4), pages 1-23, March.
35. 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).
36. Ziyao Fang & Ziyang Liu, 2025. "Digital Innovations Driving Urban Sustainability: Key Factors in Reducing Carbon Emissions," Sustainability, MDPI, vol. 17(5), pages 1-25, March.
37. Zheng, Li & Yuan, Ling & Khan, Zeeshan & Badeeb, Ramez Abubakr & Zhang, Leilei, 2023. "How G-7 countries are paving the way for net-zero emissions through energy efficient ecosystem?," Energy Economics, Elsevier, vol. 117(C).
38. Chen, Yu & Wang, Yuandi & Zhao, Changyi, 2024. "From riches to digitalization: The role of AMC in overcoming challenges of digital transformation in resource-rich regions," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
39. Fanbao Xie & Xin Guan & Junfan Zhu & Jun Ruan & Zeyu Wang & Hejian Liu, 2023. "Environmental Protection Goes Digital: A Policy Perspective on Promoting Digitalization for Sustainable Development in China," Sustainability, MDPI, vol. 15(13), pages 1-16, July.
40. Karlilar, Selin & Balcilar, Mehmet & Emir, Firat, 2023. "Environmental sustainability in the OECD: The power of digitalization, green innovation, renewable energy and financial development," Telecommunications Policy, Elsevier, vol. 47(6).
41. Pingguo Xu & Leyi Chen & Huajuan Dai, 2022. "Pathways to Sustainable Development: Corporate Digital Transformation and Environmental Performance in China," Sustainability, MDPI, vol. 15(1), pages 1-21, December.
42. Xu, Ru-Yu & Wang, Ke-Liang & Miao, Zhuang, 2024. "Exploring the impact of digital industry agglomeration on provincial energy efficiency in China: A panel data analysis from 2012 to 2020," Energy, Elsevier, vol. 313(C).
43. Bai, Dongbei & Li, Meng & Wang, Yongqi & Mallek, Sabrine & Shahzad, Umer, 2024. "Impact mechanisms and spatial and temporal evolution of digital economy and green innovation: A perspective based on regional collaboration within urban agglomerations," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
44. Jie Li & Zhengchuan Sun & Jie Zhou & Yaya Sow & Xufeng Cui & Haipeng Chen & Qianling Shen, 2023. "The Impact of the Digital Economy on Carbon Emissions from Cultivated Land Use," Land, MDPI, vol. 12(3), pages 1-18, March.
45. Qin, Xiaodi & Wu, Haitao & Li, Rongrong, 2022. "Digital finance and household carbon emissions in China," China Economic Review, Elsevier, vol. 76(C).
46. Wu, Desheng & Xie, Yu, 2024. "Unveiling the impact of public data access on collaborative reduction of pollutants and carbon emissions: Evidence from open government data policy," Energy Economics, Elsevier, vol. 138(C).
47. Senhua Huang & Feng Han & Lingming Chen, 2023. "Can the Digital Economy Promote the Upgrading of Urban Environmental Quality?," IJERPH, MDPI, vol. 20(3), pages 1-21, January.
48. Wang, Chengjie & Zhou, Dawei & Guo, Xiaojing & Kayani, Umar Nawaz, 2024. "Role of natural resource rents, financial development and technological research in achieving sustainable development: A study of South Asian Countries," Resources Policy, Elsevier, vol. 89(C).
49. Fang, Wei & Fang, Mian & Wang, PengHang, 2025. "State-owned equity investment funds and corporate innovation," Finance Research Letters, Elsevier, vol. 71(C).
50. Wang, Ying & Wang, Yong & Shahbaz, Muhammad, 2023. "How does digital economy affect energy poverty? Analysis from the global perspective," Energy, Elsevier, vol. 282(C).
51. Li, He, 2025. "The effect of digital technology innovation on low carbon investment in renewable energy enterprises," Renewable Energy, Elsevier, vol. 239(C).
52. Yi, Ming & Liu, Yafen & Sheng, Mingyue Selena & Wen, Le, 2022. "Effects of digital economy on carbon emission reduction: New evidence from China," Energy Policy, Elsevier, vol. 171(C).
53. Yinhui Wang & Yugang He, 2023. "Does Information and Communication Technology Trade Openness Matter for China’s Energy Transformation and Environmental Quality?," Energies, MDPI, vol. 16(4), pages 1-16, February.
54. Li, Boyang & Du, Yuqin & Chen, Guijing, 2025. "Dynamic nexus between urban digitization and pollutant discharge: RBC theory and empirical evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 211(C).
55. Saia, Artjom, 2023. "Digitalization and CO2 emissions: Dynamics under R&D and technology innovation regimes," Technology in Society, Elsevier, vol. 74(C).
56. Na Liu & Xiao-jiao Ding & Jian-qi Mao & Yan-hui Wei, 2023. "Research on the Influence of Enterprise’s Digital Transformation on Carbon Emission Intensity——A Moderated Mediation Model," International Business Research, Canadian Center of Science and Education, vol. 16(4), pages 1-27, April.
57. 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.
58. 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).
59. Xie, Hao & Chang, Shuangshuang & Liu, Pengqiang & Lin, Regina Fang-Ying, 2024. "Sustainable development: Uncovering the synergy between natural resources, clean technologies, and economic progress," Resources Policy, Elsevier, vol. 88(C).
60. 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).
61. Liang Liu & Yuhan Zhang & Xiujuan Gong & Mengyue Li & Xue Li & Donglin Ren & Pan Jiang, 2022. "Impact of Digital Economy Development on Carbon Emission Efficiency: A Spatial Econometric Analysis Based on Chinese Provinces and Cities," IJERPH, MDPI, vol. 19(22), pages 1-21, November.
62. Lu Liu & Yuxin Meng & Qiying Ran, 2023. "The Impact and Mechanism of the Digital Economy on Carbon Emission Efficiency: A Perspective Based on Provincial Panel Data in China," Sustainability, MDPI, vol. 15(19), pages 1-15, September.
63. Ankrah, Isaac & Kubi, Michael Appiah & Twumasi-Ankrah, Sampson & Sackey, Frank Gyimah & Asravor, Richard & Boahemaa, Brenya & Donkor, Derrick & Arthur, Lilian & Lamptey, Christopher & Ekobor-Ackah Moc, 2024. "Modeling ICT adoption and electricity consumption in emerging digital economies: Insights from the West African Region," Technology in Society, Elsevier, vol. 79(C).
64. Sun, Yanpeng & Chang, Hsuling & Vasbieva, Dinara G. & Andlib, Zubaria, 2022. "Economic performance, investment in energy resources, foreign trade, and natural resources volatility nexus: Evidence from China's provincial data," Resources Policy, Elsevier, vol. 78(C).
65. 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).
66. Zhuoxi Yu & Shan Liu & Zhichuan Zhu, 2022. "Has the Digital Economy Reduced Carbon Emissions?: Analysis Based on Panel Data of 278 Cities in China," IJERPH, MDPI, vol. 19(18), pages 1-18, September.
67. Aleksy Kwilinski, 2024. "Understanding the nonlinear effect of digital technology development on CO2 reduction," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(5), pages 5797-5811, October.
68. Na Yu & Jianghua Chen & Lei Cheng, 2022. "Evolutionary Game Analysis of Carbon Emission Reduction between Government and Enterprises under Carbon Quota Trading Policy," IJERPH, MDPI, vol. 19(14), pages 1-22, July.
69. Yukun Ma & Shaojian Wang & Chunshan Zhou, 2023. "Can the Development of the Digital Economy Reduce Urban Carbon Emissions? Case Study of Guangdong Province," Land, MDPI, vol. 12(4), pages 1-13, March.
70. Xuefeng Hou & Dianfeng Zhang & Liyuan Fu & Fu Zeng & Qing Wang, 2023. "Spatio-Temporal Evolution and Influencing Factors of Coupling Coordination Degree between Urban–Rural Integration and Digital Economy," Sustainability, MDPI, vol. 15(12), pages 1-26, June.
71. Xu, Xiaofang & Yu, Wanqing & Zhao, Xingju & Xu, Wei, 2023. "Reassessing the linkage between natural resources and economic growth in China: Delving into the impacts of national resource taxes, renewable energy, financial advancements, and provincial fiscal exp," Resources Policy, Elsevier, vol. 86(PA).
72. Zedong Yang & Hui Sun & Weipeng Yuan & Xuechao Xia, 2022. "The Spatial Pattern of the Prefecture-Level Carbon Emissions and Its Spatial Mismatch in China with the Level of Economic Development," Sustainability, MDPI, vol. 14(16), pages 1-20, August.
73. Qiong Xu & Xin Li & Fei Guo, 2023. "Digital transformation and environmental performance: Evidence from Chinese resource‐based enterprises," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(4), pages 1816-1840, July.
74. Xia, Weifeng & Ruan, Zhiyu & Ma, Shenglin & Zhao, Jin & Yan, Jiale, 2025. "Can the digital economy enhance carbon emission efficiency? Evidence from 269 cities in China," International Review of Economics & Finance, Elsevier, vol. 97(C).
75. Li, Jiajia & Li, Jun & Zhang, Jian, 2024. "Can digitalization facilitate low carbon lifestyle? --Evidence from households’ embedded emissions in China," Technology in Society, Elsevier, vol. 76(C).
76. Wang, Lianghu & Shao, Jun, 2023. "Digital economy, entrepreneurship and energy efficiency," Energy, Elsevier, vol. 269(C).
77. Wei Zhang & Hao Zhou & Jie Chen & Zifu Fan, 2022. "An Empirical Analysis of the Impact of Digital Economy on Manufacturing Green and Low-Carbon Transformation under the Dual-Carbon Background in China," IJERPH, MDPI, vol. 19(20), pages 1-22, October.
78. Luo, Haotian & Hu, Qing, 2024. "A re-examination of the influence of human capital on urban-rural income gap in China: College enrollment expansion, digital economy and spatial spillover," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 494-519.
79. Isbat Alam & Lu Shichang & Saqib Muneer & Khalid Mahsan Alshammary & Muhammad Zia ur Rehman, 2024. "Does financial inclusion and information communication technology affect environmental degradation in oil-producing countries?," PLOS ONE, Public Library of Science, vol. 19(3), pages 1-23, March.
80. Weikang Shen & Weiqi Xia & Sufeng Li, 2022. "Dynamic Coupling Trajectory and Spatial-Temporal Characteristics of High-Quality Economic Development and the Digital Economy," Sustainability, MDPI, vol. 14(8), pages 1-16, April.
81. Chen, Jun, 2023. "Mitigating nitrogen dioxide air pollution: The roles and effect of national smart city pilots in China," Energy, Elsevier, vol. 263(PA).
82. Hongyang Yu & Jinchao Wang & Jiajun Xu & Binghao Ding, 2025. "Does digital economy agglomeration promote green economy efficiency? A spatial spillover and spatial heterogeneity perspective," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(3), pages 7379-7406, March.
83. Jingyun Li & Zhenran Li & Feng Dong & Haitao Wu, 2025. "How to efficiently enhance sustainable development through the digital economy? Evidence from 60 countries," Economic Change and Restructuring, Springer, vol. 58(1), pages 1-29, February.
84. Li Peng & Paul Anthony Mariadas, 2025. "Research on the Low-Carbon Spatial Spillover Effect Development of the Digital Economy Enabled by New Quality Productivity," Sustainability, MDPI, vol. 17(4), pages 1-22, February.
85. Yang Yu & Magdalena Radulescu & Abanum Innocent Ifelunini & Stephen Obinozie Ogwu & Joshua Chukwuma Onwe & Atif Jahanger, 2022. "Achieving Carbon Neutrality Pledge through Clean Energy Transition: Linking the Role of Green Innovation and Environmental Policy in E7 Countries," Energies, MDPI, vol. 15(17), pages 1-23, September.