Nonlinear relationship between digitization and energy efficiency: Evidence from transnational panel data

Energy - Tập 276 - Trang 127601 - 2023
Boqiang Lin1,2, Chenchen Huang1
1School of Management, China Institute for Studies in Energy Policy, Xiamen University, Fujian, 361005, China
2Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM), Xiamen 361005, China

Tài liệu tham khảo

Bansal, 2022, Assessing the role of natural resource utilization in attaining select sustainable development goals in the era of digitalization, Res Pol, 79 Soutar, 2021, Dancing with complexity: making sense of decarbonisation, decentralisation, digitalisation and democratisation, Energy Res Social Sci, 80, 10.1016/j.erss.2021.102230 Zhong, 2022, The carbon reduction effect of ICT: a perspective of factor substitution, Technol Forecast Soc Change, 181 Maroufkhani, 2022, Digital transformation in the resource and energy sectors: a systematic review, Res Pol, 76 Heymann, 2023, Digitalization in decarbonizing electricity systems – phenomena, regional aspects, stakeholders, use cases, challenges and policy options, Energy, 262, 10.1016/j.energy.2022.125521 Lee, 2018, Role of ICT in enhancing energy efficiency of commercial buildings: case study of optimized energy control system in hospital “p, J Renew Sustain Energy, 10, 10.1063/1.5026286 Noussan, 2020, The effect of digitalization in the energy consumption of passenger transport: an analysis of future scenarios for Europe, J Clean Prod, 258, 10.1016/j.jclepro.2020.120926 Ren, 2021, Digitalization and energy: how does internet development affect China's energy consumption?, Energy Econ, 98, 10.1016/j.eneco.2021.105220 Xu, 2022, How does digitalization affect energy? International evidence, Energy Econ, 107, 10.1016/j.eneco.2022.105879 Han, 2016, Effect of information and communication technology on energy consumption in China, Nat Hazards, 84, 297, 10.1007/s11069-016-2188-1 Galvin, 2015, The ICT/electronics question: structural change and the rebound effect, Ecol Econ, 120, 23, 10.1016/j.ecolecon.2015.08.020 Bieser, 2020, Conceptualizing the impact of information and communication technology on individual time and energy use, Telematics Inf, 49 Lange, 2020, Digitalization and energy consumption. Does ICT reduce energy demand?, Ecol Econ, 176, 10.1016/j.ecolecon.2020.106760 Zhou, 2018, How does information and communication technology affect China's energy intensity? A three-tier structural decomposition analysis, Energy, 151, 748, 10.1016/j.energy.2018.03.115 Court, 2020, Digitalisation of goods: a systematic review of the determinants and magnitude of the impacts on energy consumption, Environ Res Lett, 15, 10.1088/1748-9326/ab6788 Horner, 2016, Known unknowns: indirect energy effects of information and communication technology, Environ Res Lett, 11, 10.1088/1748-9326/11/10/103001 Schulte, 2016, ICT and the demand for energy: evidence from OECD countries, Environ Resour Econ, 63, 119, 10.1007/s10640-014-9844-2 Usman, 2021, The effect of ICT on energy consumption and economic growth in South Asian economies: an empirical analysis, Telematics Inf, 58 Zhao, 2022, Does ICT diffusion lead to energy efficiency and environmental sustainability in emerging Asian economies?, Environ Sci Pollut Res, 29, 12198, 10.1007/s11356-021-16560-0 Dorokhova, 2021, Real-world implementation of an ict-based platform to promote energy efficiency, Energies, 14, 10.3390/en14092416 Pashkevich, 2019, Sustainability through the digitalization of industrial machines: complementary factors of fuel consumption and productivity for forklifts with sensors, Sustain Times, 11 Lee, 2022, How does information and communication technology affect energy security? International evidence, Energy Econ, 109, 10.1016/j.eneco.2022.105969 Sadorsky, 2012, Information communication technology and electricity consumption in emerging economies, Energy Pol, 48, 130, 10.1016/j.enpol.2012.04.064 Ahmed, 2021, Linking Information Communication Technology, trade globalization index, and CO2 emissions: evidence from advanced panel techniques, Environ Sci Pollut Res, 28, 8770, 10.1007/s11356-020-11205-0 Akeel, 2022, The nexus among ICT, institutional quality, health expenditure, and carbon emission: a case study from Saudi Arabia, Environ Sci Pollut Res, 29, 67170, 10.1007/s11356-022-20583-6 Adha, 2022, ICT, carbon emissions, climate change, and energy demand nexus: the potential benefit of digitalization in Taiwan, Energy Environ Wang, 2022, The impact of information communication technology on energy demand: some international evidence, Int Rev Econ Finance, 81, 128, 10.1016/j.iref.2022.05.008 Avom, 2020, ICT and environmental quality in Sub-Saharan Africa: effects and transmission channels, Technol Forecast Soc Change, 155, 10.1016/j.techfore.2020.120028 Shobande, 2021, Decomposing the persistent and transitory effect of information and communication technology on environmental impacts assessment in Africa: evidence from mundlak specification, Sustain Times, 13 Xu, 2022, Shared prosperity, energy-saving, and emission-reduction: can ICT capital achieve a “win-win-win” situation?, J Environ Manag, 319, 10.1016/j.jenvman.2022.115710 Cui, 2022, Multiple effects of ICT investment on carbon emissions: evidence from China, Environ Sci Pollut Res Wang, 2016, The impact of ICT investment on energy intensity across different regions of China, J Renew Sustain Energy, 8, 10.1063/1.4962873 Bildirici, 2022, ICT, energy intensity, and CO2 emission nexus, Energies, 15, 10.3390/en15134567 Murshed, 2020, An empirical analysis of the non-linear impacts of ICT-trade openness on renewable energy transition, energy efficiency, clean cooking fuel access and environmental sustainability in South Asia, Environ Sci Pollut Res, 27, 36254, 10.1007/s11356-020-09497-3 Azam, 2021, An empirical analysis of the non-linear effects of natural gas, nuclear energy, renewable energy and ICT-Trade in leading CO2 emitter countries: policy towards CO2 mitigation and economic sustainability, J Environ Manag, 286, 10.1016/j.jenvman.2021.112232 Ha, 2022, Are digital business and digital public services a driver for better energy security? Evidence from a European sample, Environ Sci Pollut Res, 29, 27232, 10.1007/s11356-021-17843-2 Hao, 2022, Digitalization and electricity consumption: does internet development contribute to the reduction in electricity intensity in China?, Energy Pol, 164, 10.1016/j.enpol.2022.112912 Niu, 2022, Effects of digitalization on energy efficiency: evidence from Zhejiang province in China, Front Energy Res, 10, 10.3389/fenrg.2022.847339 Fouquet, 2022, Twin transitions of decarbonisation and digitalisation: a historical perspective on energy and information in European economies, Energy Res Social Sci, 91, 10.1016/j.erss.2022.102736 2017, 2020 Gómez, 2009, Dynamic management of ICT service infrastructures for energy efficiency optimization, IEEE Lat Am Trans, 7, 429, 10.1109/TLA.2009.5336646 Malmodin, 2010, Greenhouse gas emissions and operational electricity use in the ICT and entertainment & Media sectors, J Ind Ecol, 14, 770, 10.1111/j.1530-9290.2010.00278.x Røpke, 2012, Energy impacts of ICT - insights from an everyday life perspective, Telematics Inf, 29, 348, 10.1016/j.tele.2012.02.001 Van Heddeghem, 2014, Trends in worldwide ICT electricity consumption from 2007 to 2012, Comput Commun, 50, 64, 10.1016/j.comcom.2014.02.008 Börjesson Rivera, 2014, Including second order effects in environmental assessments of ICT, Environ Model Software, 56, 105, 10.1016/j.envsoft.2014.02.005 Lin, 2021, Measurement of the direct rebound effect of residential electricity consumption: an empirical study based on the China family panel studies, Appl Energy, 301, 10.1016/j.apenergy.2021.117409 Lind, 2010, With or without u? the appropriate test for a U-shaped relationship, Oxf Bull Econ Stat, 72, 109, 10.1111/j.1468-0084.2009.00569.x Haans, 2016, Thinking about U: theorizing and testing U- and inverted U-shaped relationships in strategy research, Strat Manag J, 37, 1177, 10.1002/smj.2399 Ahmadova, 2022, Too good to be true: the inverted U-shaped relationship between home-country digitalization and environmental performance, Ecol Econ, 196, 10.1016/j.ecolecon.2022.107393 Shahnazi, 2019, The effects of spatial spillover information and communications technology on carbon dioxide emissions in Iran, Environ Sci Pollut Res, 26, 24198, 10.1007/s11356-019-05636-7 Lythreatis, 2022, The digital divide: a review and future research agenda, Technol Forecast Soc Change, 175, 10.1016/j.techfore.2021.121359