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What are the roles of green technology innovation and ICT employment in lowering carbon intensity in China? A city-level analysis of the spatial effects

Sun, H. (2022) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2022.106550 · Cited by 120 · see citing works

Digital transformation and carbon intensity reduction in transportation industry: Empirical evidence from a global perspective

Huang, Y., Hu, M., Xu, J., & Jin, Z. (2023) · Journal of Environmental Management · doi:10.1016/j.jenvman.2023.118541 · Cited by 101 · see citing works

Electric vehicles (EV) and sustainability: Consumer response to twin transition, the role of e-businesses and digital marketing

Almansour, M. (2022) · Technology in Society · doi:10.1016/j.techsoc.2022.102135 · Cited by 97 · see citing works

The impact of digitalization on energy intensity in manufacturing sectors – A panel data analysis for Europe

Matthess, M., Kunkel, S., Dachrodt, M. F., & Beier, G. (2023) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2023.136598 · Cited by 94 · see citing works

The impact of income inequity on energy consumption: The moderating role of digitalization

Xu, Q., & Zhong, M. (2022) · Journal of Environmental Management · doi:10.1016/j.jenvman.2022.116464 · Cited by 90 · see citing works

Effect of information and communication technology on CO2 emissions: An analysis based on country heterogeneity perspective

Li, X., Zhang, C., & Zhu, H. (2023) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2023.122599 · Cited by 75 · see citing works

Reducing carbon emission at the corporate level: Does artificial intelligence matter?

Feng, Y., Yan, Y., Shi, K., & Zhang, Z. (2025) · Environmental Impact Assessment Review · doi:10.1016/j.eiar.2025.107911 · Cited by 63 · see citing works

Urban density, directed technological change, and carbon intensity: An empirical study based on Chinese cities

Fan, F., Dai, S., Yang, B., & Ke, H. (2022) · Technology in Society · doi:10.1016/j.techsoc.2022.102151 · Cited by 61 · see citing works

U-shaped relationship between digitalization and low-carbon economy efficiency: Mediation and spillover effects

Zhou, X., Li, G., Wang, Q., & Zhou, D. (2024) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2024.142535 · Cited by 59 · see citing works

Does information and communication technology impede environmental degradation? fresh insights from non-parametric approaches

Adebayo, T. S., Agyekum, E. B., Altuntaş, M., Sadriddin, K., Zawbaa, H. M., & Kamel, S. M. (2022) · Heliyon · doi:10.1016/j.heliyon.2022.e09108 · Cited by 57 · see citing works

Greening through digitalisation? Evidence from cities in China

Zhang, Y., & Du, M. (2023) · Regional Studies · doi:10.1080/00343404.2023.2215824 · Cited by 55 · see citing works

Assessing the influence of the digital economy on carbon emissions: Evidence at the global level

Zuo, S., Zhao, Y., Zheng, L., Zhao, Z., Fan, S., & Wang, J. L. (2024) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2024.174242 · Cited by 55 · see citing works

Digital technology and energy sustainability: Recent advances, challenges, and opportunities

Chu, W., Li, C.-Z., Löschel, A., Managi, S., & Lundgren, T. (2022) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2022.106803 · Cited by 48 · see citing works

Does New Digital Infrastructure Promote the Transformation of the Energy Structure? The Perspective of China’s Energy Industry Chain

Fan, L., Zhang, Y., Jin, M., Ma, Q., & Zhao, J. Y. (2022) · Energies · doi:10.3390/en15238784 · Cited by 46 · see citing works

Can smart transportation enhance green development efficiency?

Zhao, C., Dong, K. Y., & Hesary, F. T. (2022) · Economic Change and Restructuring · doi:10.1007/s10644-022-09448-7 · Cited by 41 · see citing works

How China's digital technology development affects the environmental costs related to global value chains? Evidence from regional manufacturing sectors

Zhang, T., Wei, L., & Liu, J. (2022) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2023.163978 · Cited by 41 · see citing works

Quality of life and carbon emissions reduction: does digital economy play an influential role?

Xu, C. C., Zhao, W., Li, X., Cheng, B., & Zhang, M. (2023) · Climate Policy · doi:10.1080/14693062.2023.2197862 · Cited by 40 · see citing works

Producer services development and manufacturing carbon intensity: Evidence from an international perspective

Jin, Z., Li, Z., & Yang, M. (2022) · Energy Policy · doi:10.1016/j.enpol.2022.113253 · Cited by 34 · see citing works

How is mobile broadband intensity affecting CO2 emissions? – A macro analysis

Edquist, H. O., & Bergmark, P. (2023) · Telecommunications Policy · doi:10.1016/j.telpol.2023.102668 · Cited by 29 · see citing works

The path to sustainable municipal solid waste management: Do human development, energy efficiency, and income inequality matter?

Koçak, E., & Bağlıtaş, H. H. (2022) · Sustainable Development · doi:10.1002/sd.2361 · Cited by 27 · see citing works

Clean cooking technologies, information, and communication technology and the environment

Hayford, I. S., Ofori, E. K., Gyamfi, B. A., & Gyimah, J. (2023) · Environmental Science and Pollution Research · doi:10.1007/s11356-023-29577-4 · Cited by 23 · see citing works

Is ICT innovation a recipe for carbon efficiency gains? Evidence from patent retrieval

Wang, J., Yang, S., Dong, K. Y., & Nepal, R. (2023) · Environmental Impact Assessment Review · doi:10.1016/j.eiar.2023.107331 · Cited by 23 · see citing works

The impact of information and communication technology on carbon emissions in China: spatial effect and mechanism discussion

Liu, G., & Wan, S. (2022) · Environmental Science and Pollution Research · doi:10.1007/s11356-022-23201-7 · Cited by 22 · see citing works

Digital divide and environmental pressure: A countermeasure on the embodied carbon emissions in FDI

Wang, L., & Ramsey, T. S. (2024) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2024.123398 · Cited by 21 · see citing works

Can Computer Technology, Semiconductors, and Artificial Intelligence Shape a Sustainable Future? Evidence From Leading Semiconductor‐Producing Countries

Nazir, M., Rasheed, M. Q., Xiao, Y., & Ahmed, Z. (2025) · Sustainable Development · doi:10.1002/sd.3394 · Cited by 21 · see citing works

Does the digital economy contribute to China’s energy transition?

Song, W., & Han, X. (2024) · Economic Change and Restructuring · doi:10.1007/s10644-024-09750-6 · Cited by 20 · see citing works

A low-carbon future for China’s tech industry

He, K., Li, F., Wang, H. E., Ming, R., & Zhang, J. (2022) · Science · doi:10.1126/science.ade7583 · Cited by 20 · see citing works

The threshold spatial effect of digital technology on carbon emissions

Yang, M., Pu, Z., Zhu, B., & Tavéra, C. (2024) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2024.140945 · Cited by 18 · see citing works

Mechanism and spatial spillover effect of the digital economy on carbon emission efficiency in Chinese provinces

Xia, Y., Wu, Y., Qin, Y., & Fu, C. M. (2025) · Scientific Reports · doi:10.1038/s41598-025-02184-8 · Cited by 17 · see citing works

Research on the comparison effect of urban residents' consumption

Wu, X., & Ma, Y. (2023) · Journal of Business Research · doi:10.1016/j.jbusres.2023.113812 · Cited by 17 · see citing works

Similar cities, but diverse carbon controls: Inspiration from the Yangtze River Delta megacity cluster in China

Cheng, C., Fang, Z., Zhou, Q., Yan, X. Q., Qian, C., & Li, N. (2023) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2023.166619 · Cited by 17 · see citing works

Spatial and Temporal Effects of Digital Technology Development on Carbon Emissions: Evidence from China

Zhang, K., Li, S., Qin, P., & Wang, B. (2022) · Sustainability · doi:10.3390/su15010485 · Cited by 17 · see citing works

Forecasting the potential of global marine shipping carbon emission under artificial intelligence based on a novel multivariate discrete grey model

Zeng, Z., Xu, J., Zhou, S., Zhao, Y., & Shi, Y. (2024) · Marine Economics and Management · doi:10.1108/maem-03-2024-0006 · Cited by 16 · see citing works

The effects of ICT and FDI on CO2 emissions in China

Chi, F., & Meng, Z. (2022) · Environmental Science and Pollution Research · doi:10.1007/s11356-022-22422-0 · Cited by 16 · see citing works

Identifying the roles of governance, ICT, and financial development to facilitate renewable energy generation in BRICS countries

JIANG, S., Kakar, A., & Khan, A. (2023) · Environment Development and Sustainability · doi:10.1007/s10668-023-04186-w · Cited by 15 · see citing works

Does the Application of ICTs Improve the Efficiency of Agricultural Carbon Reduction? Evidence from Broadband Adoption in Rural China

Pan, R., Liu, X., Zhu, S., Kang, X., Zhao, X., & Xie, F. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19137844 · Cited by 15 · see citing works

Effects of ICT diffusion on environmental pollution: analysis of industrial reallocation effects in China

Zhu, M., & Lu, S. (2022) · Environmental Science and Pollution Research · doi:10.1007/s11356-022-22314-3 · Cited by 14 · see citing works

Digitization and carbon emissions: how does the development of China’s digital economy affect carbon intensity?

Du, C., & Wang, C. (2024) · Environmental Science and Pollution Research · doi:10.1007/s11356-024-32758-4 · Cited by 14 · see citing works

Can the combination of urban development models promote carbon productivity? Evidence from an empirical analysis in China

Yin, K., Wang, Y., Huang, C., & Yang, W. (2024) · Sustainable Cities and Society · doi:10.1016/j.scs.2024.105802 · Cited by 14 · see citing works

The Impact of Information and Communication Technology Industrial Co-Agglomeration on Carbon Productivity with the Background of the Digital Economy: Empirical Evidence from China

Wang, X., Tian, N., & Wang, S. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20010316 · Cited by 13 · see citing works

Research on Whether Artificial Intelligence Affects Industrial Carbon Emission Intensity Based on the Perspective of Industrial Structure and Government Intervention

Han, P., He, T., Feng, C., & Wang, Y. (2024) · Sustainability · doi:10.3390/su16219368 · Cited by 12 · see citing works

Can economic growth and carbon emissions reduction be owned: evidence from the convergence of digital services and manufacturing in China

Cui, S., Li, G., & Liu, J. (2022) · Environmental Science and Pollution Research · doi:10.1007/s11356-022-23175-6 · Cited by 12 · see citing works

How ICT development affects manufacturing carbon emissions: theoretical and empirical evidence

Wang, H., Wang, J., & Jin, Z. (2022) · Environmental Science and Pollution Research · doi:10.1007/s11356-022-24581-6 · Cited by 12 · see citing works

Is information policy conducive to carbon emission efficiency? A quasi-natural experiment approach

Yang, S., Li, D., & Wang, J. (2023) · Applied Economics · doi:10.1080/00036846.2023.2288045 · Cited by 12 · see citing works

Impact of legal commitments on carbon intensity: A multi-country perspective

Zhou, Z., & Zhong, S. (2024) · Journal of Environmental Management · doi:10.1016/j.jenvman.2024.123696 · Cited by 11 · see citing works

Unleashing the asymmetric impact of ICT, technological innovation, and the renewable energy transition on environmental sustainability: evidence from Western and Eastern European nations

Javed, A., & Rapposelli, A. (2024) · Environment Development and Sustainability · doi:10.1007/s10668-024-04840-x · Cited by 11 · see citing works

Digital economy, fiscal decentralization, and carbon emission intensity: Evidence from China

Li, J., Wang, Y., Zhang, S., & Sheng, X. (2025) · Sustainable Futures · doi:10.1016/j.sftr.2025.100522 · Cited by 10 · see citing works

Carbon reduction scenarios and potential analysis of China's information and communications technology industry

Zhou, K., Zhang, S., & Yang, J. (2025) · Journal of Environmental Management · doi:10.1016/j.jenvman.2025.124248 · Cited by 9 · see citing works

Forecasting Carbon Prices: What Is the Role of Technology?

Mrad, A. B., Lahiani, A., Mefteh‐Wali, S., & Mselmi, N. (2025) · Journal of Forecasting · doi:10.1002/for.3275 · Cited by 9 · see citing works

Can energy-consuming rights trading promote green continuous innovation in enterprises? The moderating role of digitization

Zhang, T., & Pu, Z. (2025) · Energy Economics · doi:10.1016/j.eneco.2025.108754 · Cited by 9 · see citing works

Democracy, information, and communication technology infrastructure and environmental quality

Liu, W., & Wang, J. (2023) · Environmental Science and Pollution Research · doi:10.1007/s11356-023-29850-6 · Cited by 9 · see citing works

The impact of digital infrastructure on the synergistic effects of urban pollution and carbon reduction: empirical evidence from China

Li, F., & Diao, Z. (2025) · Frontiers in Environmental Science · doi:10.3389/fenvs.2025.1453151 · Cited by 8 · see citing works

Impact of digital economy on carbon emission efficiency: Evidence from a quasi-natural experiment in “Broadband China” pilot cities

Wang, Q., & Gao, G. (2025) · Sustainable Futures · doi:10.1016/j.sftr.2025.101025 · Cited by 8 · see citing works

Does the Digital Economy Contribute to Low-Carbon Development? Evidence from China’s 278 Cities

Zheng, J., & Xu, X. (2024) · Journal of the Knowledge Economy · doi:10.1007/s13132-024-02123-4 · Cited by 8 · see citing works

Analysis of attribute importance in multinomial logit models using Shapley values-based methods

Salas, P., la Fuente, R. A. D., Astroza, S., & Carrasco, J. A. (2025) · Journal of Choice Modelling · doi:10.1016/j.jocm.2025.100538 · Cited by 7 · see citing works

ICT investment and carbon emission efficiency in regional port groups: evidence from Chinese coastal provinces

Jin, X., Liu, S., & Lei, X. (2026) · Humanities and Social Sciences Communications · doi:10.1057/s41599-026-06509-4 · Cited by 6 · see citing works

Urbanization, industrialization and SO2 emissions in China: does the innovation ability of cities matter for air quality?

Koçak, E., Çobanoğlu, C., & Çelik, B. (2023) · Environmental Science and Pollution Research · doi:10.1007/s11356-023-30705-3 · Cited by 6 · see citing works

Effects of information and communication technology on total-factor carbon emission efficiency and the health co-benefits

Linghu, J., Wojewodzki, M., & Cheong, T. S. (2024) · Frontiers in Public Health · doi:10.3389/fpubh.2023.1301627 · Cited by 5 · see citing works

How does digital transformation affect the emissions of environmental pollutants? From the perspective of nonlinear nexuses

Sun, H., & Gao, G. (2024) · The Annals of Regional Science · doi:10.1007/s00168-024-01275-0 · Cited by 4 · see citing works

Exploring the impact of digital economy on energy transition: Insights from natural resource rent dynamics

Li, R., Guo, J., Wang, Q., & Chang-an, L. (2024) · Energy & Environment · doi:10.1177/0958305x241286265 · Cited by 4 · see citing works

Globalization‐induced social changes and their environmental impacts: Assessing the role of information and communication technology in sub‐Saharan Africa

Nwani, C., Effiong, E. L., & Matthew, E. T. (2022) · Journal of International Development · doi:10.1002/jid.3695 · Cited by 4 · see citing works

The Digital Environmental Footprint - a holistic framework of Digital SustainabilityPreprint

Mewes, G. (2023) · doi:10.31223/x5mq07 · Cited by 4 · see citing works

Differences in carbon emissions between the digital economy sectors in China and the USA

Qu, Z. (2023) · Environmental Science and Pollution Research · doi:10.1007/s11356-023-29736-7 · Cited by 2 · see citing works

Assessing financial inclusion co-movement with low-carbon development index: implications for regional development

Hua, Y. (2023) · Environmental Science and Pollution Research · doi:10.1007/s11356-023-29669-1 · Cited by 2 · see citing works

Does big data development empower ESG performance of enterprises? Evidence from China

Liu, H., Li, J., Liu, Q., & Zhu, C. W. (2025) · Journal of Accounting Literature · doi:10.1108/jal-06-2024-0125 · Cited by 1 · see citing works

Digital Transformation and Sustainable Land Systems: The Non-Linear Impact of Information Infrastructure on Air Quality and Carbon Mitigation

Duan, H., & Li, W. (2026) · Land · doi:10.3390/land15040687 · Cited by 1 · see citing works

Penerapan Komputasi Hijau Pada Data Akta Di Kantor Notaris Taufiqurrachman, S.H.

Inayatullah, I., Kamilah, N. N., Cahyani, N. S., & Indriyani, H. (2023) · Jurnal Teknologi Sistem Informasi · doi:10.35957/jtsi.v4i1.4557 · Cited by 1 · see citing works

The improvement of business performance in the shipbuilding sector driven by digital transformation and decarbonisation, and its impact on human resources

Gómez-Agrelo, C., Para‐González, L., & Mascaraque‐Ramírez, C. (2024) · Journal of Marine Engineering & Technology · doi:10.1080/20464177.2024.2412473 · Cited by 1 · see citing works

Research on Impact of Digital Policies on Carbon Emissions

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Can digital economy be a “new engine” for urban green economy development? An empirical analysis of Chinese citiesPreprint

Zhao, J., & Yan, J. (2023) · Research Square · doi:10.21203/rs.3.rs-2590852/v1

The Technological Path of Collaborative Reduction of Pollutants and Carbon Emissions in China: The Innovation of Digital Technology and Green TechnologyPreprint

Yi, M., Zhai, Z., Wu, T. N., Sheng, M. S., Wen, L., & Meng, R. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4480133

The Concept and Symbol of the Integrated Development of New Urbanization and Informatization

Pang, L., Gan, Z., & Li, R. (2023) · BCP Business & Management · doi:10.54691/bcpbm.v49i.5414

The impact of SDGs triggering the geographical information system (GIS) innovation influencing urban and rural system mechanism and socio-economic growth

Zhang, J., Yusoff, M. M., Hamzah, T. A. A. T., Noor, N. M., Shi, Q., & Wang, Z. (2023) · Journal of Information Systems Engineering & Management · doi:10.55267/iadt.07.13908

Green Transformation Through Digital Aggregation: Decoding Impact of ICT Industry Agglomeration on Carbon Efficiency in Chinese CitiesPreprint

Yu, J., & Hu, W. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4662867

The Intersection of Digital Economy and Low-Carbon Development: A Meta-Analytic ReviewPreprint

Cao, L., Liu, T., & Wang, D. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4765731

Unlocking China's environmental transformation: the power of information construction in driving pollution reduction for enterprises

Guo, A., Wang, J., & Cao, H. (2025) · Environment Development and Sustainability · doi:10.1007/s10668-025-06048-z

Health and Corporate/Urban Sustainability

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The Lean and Green Imperative of Manufacturing Data

Patsavellas, J., Haddad, Y., & Salonitis, K. (2025) · Lecture notes in mechanical engineering · doi:10.1007/978-3-031-93891-7_15

The impact of intelligent automation on subjective well-being and job satisfaction: A comparison between standard and nonstandard employment

Sun, H., & Gao, G. (2025) · China Economic Review · doi:10.1016/j.chieco.2025.102524

Risk Governance Ecosystem in Information Communications Technology Industry using the Three Lines of Defense (3LOD) Framework Approach in the Philippines

Mozar, C. A., Ybañez, A. E. B., & Paulino, E. P. (2025) · Journal of Business and Management Studies · doi:10.32996/jbms.2025.7.5.10

China's Provincial Digital Economy and Carbon Emissions: A Spatio-Temporal Analysis During 2013–2019

Wang, J., Bai, T., Yang, J., Shi, B., & Wei, C. (2023) · International Journal of Statistics and Probability · doi:10.5539/ijsp.v12n5p22

How does ICT diffusion affect environmental sustainability in KSA? The moderating role of financial sector

Abid, M., Abdelli, H. A., Gheraia, Z., Ghandri, M., & Elshaabany, M. M. (2026) · Green Technologies and Sustainability · doi:10.1016/j.grets.2026.100354

Quantifying drivers of low-carbon development in Yangtze river delta: interpretability analysis from machine learning perspective

Hou, Y., Wang, Q., Wang, R. L., & Tan, T. (2026) · Environment Development and Sustainability · doi:10.1007/s10668-026-07331-3

Assessing the environmental impact of ICT: a meta-regression approach

Anwar, A., Khalid, A., & Dornberger, U. (2026) · Applied Economics · doi:10.1080/00036846.2026.2673227

The Role of the Digital Economy in Energy Efficiency

Song, W., & Li, J. (2026) · Managerial and Decision Economics · doi:10.1002/mde.70151

The Impact of Digital Economy Development on Marine Fishery Carbon Emission Efficiency: Evidence and Differentiated Policy for Coastal Provinces in ChinaPreprint

He, E., Jang, H., Zhang, C., & Luo, Y. (2026) · Research Square · doi:10.21203/rs.3.rs-11221102/v1

Energy and Greenhouse Gas Emissions Intensities in Four Developed Economies

Wostner, S. Š., Križanič, F., Vojinović, B., & Oplotnik, Ž. J. (2026) · Sustainability · doi:10.3390/su182110830

Digital investment and industrial energy efficiency in Central and Eastern Europe: A stochastic energy demand frontier analysis

Okwoche, P. U., & Odhiambo, N. M. (2026) · Energy Sources Part B Economics Planning and Policy · doi:10.1080/15567249.2026.2751593

What are the roles of green technology innovation and ICT employment in lowering carbon intensity in China? A city-level analysis of the spatial effects

Sun, H. (2022) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2022.106550 · Cited by 120 · see citing works

Impact of information and communication technology development on China’s carbon emissions

Zheng, X., Liu, T., & Xu, W. (2025) · Journal of Innovation & Knowledge · doi:10.1016/j.jik.2025.100769 · Cited by 4 · see citing works

The impact of ICT industry on CO2 emissions: A regional analysis in China

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Inequality of carbon intensity in the Chinese manufacturing sector: The role of information and communication technology infrastructure

Zhang, X., & Wei, C. (2023) · Structural Change and Economic Dynamics · doi:10.1016/j.strueco.2023.10.011 · Cited by 15 · see citing works

Analysis of the Relationship between ICT Industry, Financial Development and China's Provincial Carbon EmissionsPreprint

Zheng, X., & Liu, T. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4996906