Corporate digital transformation and carbon mitigation: Chain effects and evidence from China

This study utilizes a sample of 29,118 observations of Chinese firms from 2011 to 2022, combined with the endogenous growth model, to systematically analyze the mechanisms by which digital transformation affects carbon emissions. The empirical results demonstrate that digital transformation contribu...

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Vydané v:International journal of production economics s. 109740
Hlavní autori: Deng, Xiujie, Huang, Yuhan, Fu, Wanting, Liang, Xuedong
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Elsevier B.V 01.07.2025
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Abstract This study utilizes a sample of 29,118 observations of Chinese firms from 2011 to 2022, combined with the endogenous growth model, to systematically analyze the mechanisms by which digital transformation affects carbon emissions. The empirical results demonstrate that digital transformation contributes to the reduction of carbon emissions. After a series of endogeneity treatments and alternative measures, the findings remain statistically significant and consistent. In terms of mechanism analysis, the emission-reducing effect of digital transformation is not limited to the singular impacts of technological progress or energy efficiency (or energy structure). It can also further reduce carbon emission intensity through two chain mediation pathways: “technological progress → energy efficiency” and “technological progress → energy structure.” Industry-level analysis shows that digital transformation mainly operates through internal firm effects and entry effects, thereby promoting inter-industry technological spillovers and enhancing the efficiency of resource allocation. Furthermore, the carbon reduction effect of digitalization exhibits significant heterogeneity across industries and regions, with the most pronounced effects observed in low-emission industries, strategic emerging sectors, and the eastern region of China. This study contributes not only to the theoretical discourse on data-driven digital transformation and operational management, but also provides practical insights for environmental governance across different industries and sectors.
AbstractList This study utilizes a sample of 29,118 observations of Chinese firms from 2011 to 2022, combined with the endogenous growth model, to systematically analyze the mechanisms by which digital transformation affects carbon emissions. The empirical results demonstrate that digital transformation contributes to the reduction of carbon emissions. After a series of endogeneity treatments and alternative measures, the findings remain statistically significant and consistent. In terms of mechanism analysis, the emission-reducing effect of digital transformation is not limited to the singular impacts of technological progress or energy efficiency (or energy structure). It can also further reduce carbon emission intensity through two chain mediation pathways: “technological progress → energy efficiency” and “technological progress → energy structure.” Industry-level analysis shows that digital transformation mainly operates through internal firm effects and entry effects, thereby promoting inter-industry technological spillovers and enhancing the efficiency of resource allocation. Furthermore, the carbon reduction effect of digitalization exhibits significant heterogeneity across industries and regions, with the most pronounced effects observed in low-emission industries, strategic emerging sectors, and the eastern region of China. This study contributes not only to the theoretical discourse on data-driven digital transformation and operational management, but also provides practical insights for environmental governance across different industries and sectors.
ArticleNumber 109740
Author Huang, Yuhan
Liang, Xuedong
Deng, Xiujie
Fu, Wanting
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  givenname: Xuedong
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  email: liangxuedong@scu.edu.cn
  organization: Business School, Sichuan University, No. 24 South Section 1, Yihuan Road, Chengdu, Sichuan 610065, China
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Cites_doi 10.1016/j.jenvman.2025.124147
10.1257/aer.20181047
10.1016/j.eneco.2024.108121
10.1016/j.technovation.2024.103142
10.1111/isj.12452
10.1016/j.jenvman.2024.120940
10.1016/j.eiar.2022.106895
10.1016/j.jclepro.2024.140867
10.1080/1540496X.2022.2083953
10.1016/j.jenvman.2024.122609
10.1016/j.jenvman.2025.124779
10.1016/j.eneco.2025.108460
10.1016/j.eneco.2023.107135
10.1108/JKM-02-2021-0099
10.1002/bse.2437
10.1016/j.jclepro.2015.02.079
10.1016/j.techfore.2025.124196
10.1016/j.jebo.2023.07.019
10.1016/j.eiar.2024.107445
10.1016/j.energy.2024.132524
10.1016/j.jenvman.2021.113282
10.1016/j.ijpe.2018.08.021
10.1016/j.techfore.2024.123522
10.1016/j.spc.2022.03.003
10.1016/j.irfa.2024.103442
10.1016/j.ijpe.2022.108636
10.1002/bse.3513
10.1016/j.energy.2022.125309
10.1016/j.jenvman.2023.118841
10.1002/bse.3683
10.1016/j.ijpe.2024.109178
10.1257/jel.20171452
10.1016/j.jeconom.2012.04.004
10.1016/j.ecolecon.2020.106760
10.1016/j.techfore.2022.122272
10.1002/bse.3665
10.1016/j.techsoc.2024.102638
10.1016/j.jenvman.2025.124825
10.1093/restud/rdab031
10.1016/j.jclepro.2023.139885
10.1016/j.iref.2025.104240
10.1002/bse.3660
10.1016/j.jfineco.2021.05.008
10.1016/j.techfore.2024.123582
10.1016/j.techfore.2021.120659
10.1016/j.ijpe.2023.108822
10.1162/REST_a_00171
10.1016/j.enpol.2024.114344
10.1016/j.ijpe.2023.108969
10.1016/j.techfore.2024.123619
10.1016/j.ijpe.2020.107777
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Keywords Energy efficiency
Digital transformation
Energy structure
Technological progress
Carbon emissions
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References Liu, Hu, Wang (bib33) 2024; 26
Bendig, Schulz, Theis, Raff (bib6) 2023; 188
Acemoglu, Restrepo (bib1) 2022; 89
Song, Liu, Song, Ma (bib41) 2024; 358
Niu, Ma, Ma, Yang, Mao (bib38) 2024; 434
Nevo, Rosen (bib37) 2012; 94
Goldsmith, Sorkin, Swift (bib15) 2020; 2020
Ye, You, Li (bib57) 2023; 259
Caiado, Machado, Santos, Thomé, Scavarda (bib9) 2024; 207
Baltagi, Feng, Kao (bib4) 2012; 170
Cheng, Zhao, Zhong, Xing (bib11) 2024; 81
Lange, Pohl, Santarius (bib26) 2020; 176
Yang, Liu (bib56) 2025; 86
Tang, Liu, Hu, Wu (bib45) 2023; 128
Alkaraan, Elmarzouky, Hussainey, Venkatesh, Shi, Gulko (bib2) 2024; 33
Jiang, Li (bib23) 2024; 78
Kong, Sun, Sun, Song (bib62) 2022; 58
Li, Dai, Cui (bib29) 2020; 229
Matsumoto, Szidarovszky (bib35) 2023; 213
Yuan, Pan (bib59) 2023; 345
Jiang, Zhao, Qin (bib24) 2024; 10
Zhao, Zhao, Shi, Zheng, Fan, Zuo (bib60) 2024; 195
Li, Han (bib28) 2025; 145
Sun, Edziah, Kporsu, Sarkodie, Taghizadeh-Hesary (bib44) 2021; 167
Li, Qamri, Tang, Cheng (bib27) 2025; 380
Deng, Yuan, Luo (bib13) 2024; 33
Zhou, Liu (bib61) 2023; 198
Jiang, Elahi, Gao, Huang, Liu (bib21) 2024; 443
Wang, Wang, Chen (bib52) 2022; 97
Janik, Ryszko (bib20) 2025; 218
Han, Wei (bib16) 2025; 379
Bracci, Tallaki, Ievoli, Diplotti (bib8) 2022; 26
Goldfarb, Tucker (bib14) 2019; 57
Song, Cui, Wang (bib42) 2019; 217
Tao, Wang, Zhang, Kuai (bib46) 2024; 370
Wang, Lyu, Chen, Yang, Dong (bib49) 2024; 84
Chevrollier, Lieshout, Argyrou, Amelink (bib12) 2024; 33
Yang, Wang, Deng, Xiang (bib53) 2023; 20
Lin, Zhu, Raza (bib30) 2022; 261
Hasanbeigi, Price (bib17) 2015; 95
Wang, Anna, Lin (bib51) 2024; 19
Jiang, Yu, Jahanger, Balsalobre-Lorente (bib22) 2022; 31
Shen, Qin, Li, Zhang, Zhao (bib39) 2024; 95
Yang, Nie, Li, Wang (bib54) 2023; 263
Hoang, Przychodzen, Przychodzen, Segbotangni (bib18) 2020; 29
Yu, Liu, Yan, Zhang (bib58) 2024; 33
Lin, Xu (bib31) 2025; 101
Bolton, Kacperczyk (bib7) 2021; 142
Huang, Lin (bib19) 2024; 306
Chen, Wang (bib10) 2024; 105
Yang, Fang, Wang, Su (bib55) 2023; 33
Wang, Gong, Yang (bib47) 2024; 205
Johri, Singh, Kushwaha, Alhumoudi, Alakkas, Khoja (bib25) 2025; 10
Liu, Liu, Liang (bib32) 2025; 141
Wang, Li, Li, Wang (bib50) 2021; 297
Bai, Sarkis (bib3) 2022; 250
Menten, Smits, Kok, Lauche, van Gils (bib36) 2025; 140
Wang, Yi, Cao, Lyu (bib48) 2024; 207
Marc, Anouk, Simon (bib34) 2021; 108
Shen, Tian, Chen, Wang, Song (bib40) 2025; 374
Belhadi, Venkatesh, Kamble, Abedin (bib5) 2024; 270
Chen (10.1016/j.ijpe.2025.109740_bib10) 2024; 105
Tang (10.1016/j.ijpe.2025.109740_bib45) 2023; 128
Yang (10.1016/j.ijpe.2025.109740_bib53) 2023; 20
Bracci (10.1016/j.ijpe.2025.109740_bib8) 2022; 26
Marc (10.1016/j.ijpe.2025.109740_bib34) 2021; 108
Goldsmith (10.1016/j.ijpe.2025.109740_bib15) 2020; 2020
Hasanbeigi (10.1016/j.ijpe.2025.109740_bib17) 2015; 95
Johri (10.1016/j.ijpe.2025.109740_bib25) 2025; 10
Belhadi (10.1016/j.ijpe.2025.109740_bib5) 2024; 270
Kong (10.1016/j.ijpe.2025.109740_bib62) 2022; 58
Wang (10.1016/j.ijpe.2025.109740_bib51) 2024; 19
Jiang (10.1016/j.ijpe.2025.109740_bib24) 2024; 10
Liu (10.1016/j.ijpe.2025.109740_bib32) 2025; 141
Caiado (10.1016/j.ijpe.2025.109740_bib9) 2024; 207
Nevo (10.1016/j.ijpe.2025.109740_bib37) 2012; 94
Acemoglu (10.1016/j.ijpe.2025.109740_bib1) 2022; 89
Baltagi (10.1016/j.ijpe.2025.109740_bib4) 2012; 170
Han (10.1016/j.ijpe.2025.109740_bib16) 2025; 379
Wang (10.1016/j.ijpe.2025.109740_bib49) 2024; 84
Tao (10.1016/j.ijpe.2025.109740_bib46) 2024; 370
Yu (10.1016/j.ijpe.2025.109740_bib58) 2024; 33
Goldfarb (10.1016/j.ijpe.2025.109740_bib14) 2019; 57
Hoang (10.1016/j.ijpe.2025.109740_bib18) 2020; 29
Li (10.1016/j.ijpe.2025.109740_bib28) 2025; 145
Wang (10.1016/j.ijpe.2025.109740_bib48) 2024; 207
Janik (10.1016/j.ijpe.2025.109740_bib20) 2025; 218
Wang (10.1016/j.ijpe.2025.109740_bib52) 2022; 97
Alkaraan (10.1016/j.ijpe.2025.109740_bib2) 2024; 33
Sun (10.1016/j.ijpe.2025.109740_bib44) 2021; 167
Jiang (10.1016/j.ijpe.2025.109740_bib22) 2022; 31
Cheng (10.1016/j.ijpe.2025.109740_bib11) 2024; 81
Shen (10.1016/j.ijpe.2025.109740_bib39) 2024; 95
Deng (10.1016/j.ijpe.2025.109740_bib13) 2024; 33
Lin (10.1016/j.ijpe.2025.109740_bib31) 2025; 101
Menten (10.1016/j.ijpe.2025.109740_bib36) 2025; 140
Song (10.1016/j.ijpe.2025.109740_bib41) 2024; 358
Yang (10.1016/j.ijpe.2025.109740_bib55) 2023; 33
Lin (10.1016/j.ijpe.2025.109740_bib30) 2022; 261
Bendig (10.1016/j.ijpe.2025.109740_bib6) 2023; 188
Wang (10.1016/j.ijpe.2025.109740_bib50) 2021; 297
Shen (10.1016/j.ijpe.2025.109740_bib40) 2025; 374
Matsumoto (10.1016/j.ijpe.2025.109740_bib35) 2023; 213
Chevrollier (10.1016/j.ijpe.2025.109740_bib12) 2024; 33
Wang (10.1016/j.ijpe.2025.109740_bib47) 2024; 205
Yang (10.1016/j.ijpe.2025.109740_bib56) 2025; 86
Huang (10.1016/j.ijpe.2025.109740_bib19) 2024; 306
Lange (10.1016/j.ijpe.2025.109740_bib26) 2020; 176
Li (10.1016/j.ijpe.2025.109740_bib29) 2020; 229
Liu (10.1016/j.ijpe.2025.109740_bib33) 2024; 26
Yuan (10.1016/j.ijpe.2025.109740_bib59) 2023; 345
Song (10.1016/j.ijpe.2025.109740_bib42) 2019; 217
Bai (10.1016/j.ijpe.2025.109740_bib3) 2022; 250
Jiang (10.1016/j.ijpe.2025.109740_bib21) 2024; 443
Yang (10.1016/j.ijpe.2025.109740_bib54) 2023; 263
Niu (10.1016/j.ijpe.2025.109740_bib38) 2024; 434
Li (10.1016/j.ijpe.2025.109740_bib27) 2025; 380
Ye (10.1016/j.ijpe.2025.109740_bib57) 2023; 259
Bolton (10.1016/j.ijpe.2025.109740_bib7) 2021; 142
Zhou (10.1016/j.ijpe.2025.109740_bib61) 2023; 198
Zhao (10.1016/j.ijpe.2025.109740_bib60) 2024; 195
Jiang (10.1016/j.ijpe.2025.109740_bib23) 2024; 78
References_xml – volume: 176
  year: 2020
  ident: bib26
  article-title: Digitalization and energy consumption. Does ICT reduce energy demand?
  publication-title: Ecol. Econ.
– volume: 141
  year: 2025
  ident: bib32
  article-title: Research on the impact of digital technology application in industry on industrial carbon dioxide emissions: evidence from China
  publication-title: Energy Econ.
– volume: 33
  start-page: 3588
  year: 2024
  end-page: 3606
  ident: bib2
  article-title: Reinforcing green business strategies with Industry 4.0 and governance towards sustainability: Natural-resource-based view and dynamic capability
  publication-title: Bus. Strat. Environ.
– volume: 26
  start-page: 1386
  year: 2022
  end-page: 1407
  ident: bib8
  article-title: Knowledge, diffusion and interest in blockchain technology in SMEs
  publication-title: J. Knowl. Manag.
– volume: 207
  year: 2024
  ident: bib9
  article-title: Sustainable I4.0 integration and transition to I5.0 in traditional and digital technological organisations
  publication-title: Technol. Forecast. Soc. Change
– volume: 20
  start-page: 3
  year: 2023
  end-page: 15
  ident: bib53
  article-title: Impact of digital transformation on enterprise carbon intensity: the moderating role of digital information resources
  publication-title: Int. J. Environ. Res. Publ. Health
– volume: 81
  start-page: 1336
  year: 2024
  end-page: 1352
  ident: bib11
  article-title: Digital financial inclusion, resident consumption, and urban carbon emissions in China: a transaction cost perspective
  publication-title: Econ. Anal. Pol.
– volume: 29
  start-page: 1331
  year: 2020
  end-page: 1361
  ident: bib18
  article-title: Does it pay to be green? A disaggregated analysis of U.S. firms with green patents
  publication-title: Bus. Strat. Environ.
– volume: 270
  year: 2024
  ident: bib5
  article-title: Data-driven digital transformation for supply chain carbon neutrality: insights from cross-sector supply chain
  publication-title: Int. J. Prod. Econ.
– volume: 95
  start-page: 30
  year: 2015
  end-page: 44
  ident: bib17
  article-title: A technical review of emerging technologies for energy and water efficiency and pollution reduction in the textile industry
  publication-title: J. Clean. Prod.
– volume: 345
  year: 2023
  ident: bib59
  article-title: Inherent mechanism of digital technology application empowered corporate green innovation: based on resource allocation perspective
  publication-title: J. Environ. Manag.
– volume: 26
  start-page: 167
  year: 2024
  end-page: 1180
  ident: bib33
  article-title: The green innovation spillover effect of enterprise digital transformation: based on supply chain perspective
  publication-title: Econ. Anal. Pol.
– volume: 33
  start-page: 1312
  year: 2023
  end-page: 1342
  ident: bib55
  article-title: Mitigating information asymmetry to acquire venture capital financing for digital startups in China: the role of weak and strong signals
  publication-title: Inf. Syst. J.
– volume: 261
  year: 2022
  ident: bib30
  article-title: Fuel substitution and environmental sustainability in India: perspectives of technical progress
  publication-title: Energy
– volume: 358
  year: 2024
  ident: bib41
  article-title: Impact path of digital economy on carbon emission efficiency: mediating effect based on technological innovation
  publication-title: J. Environ. Manag.
– volume: 19
  year: 2024
  ident: bib51
  article-title: Micro-mechanisms of digitalization-driven financing for renewable energy: growing capital pools and shifting flows
  publication-title: Res. Int. Bus. Finance
– volume: 195
  year: 2024
  ident: bib60
  article-title: Green innovation and carbon emission performance: the role of digital economy
  publication-title: Energy Policy
– volume: 250
  year: 2022
  ident: bib3
  article-title: A critical review of formal analytical modeling for blockchain technology in production, operations, and supply chains: harnessing progress for future potential
  publication-title: Int. J. Prod. Econ.
– volume: 142
  start-page: 517
  year: 2021
  end-page: 549
  ident: bib7
  article-title: Do investors care about carbon risk?
  publication-title: J. Financ. Econ.
– volume: 105
  year: 2024
  ident: bib10
  article-title: Can the development of industrial intelligence improve the benefits of China's participation in global value chains?
  publication-title: Environ. Impact Assess. Rev.
– volume: 379
  year: 2025
  ident: bib16
  article-title: Supply chain digitization and corporate carbon emissions: a chain mediation examination based on digital transformation and green innovation
  publication-title: J. Environ. Manag.
– volume: 58
  start-page: 4399
  year: 2022
  end-page: 4411
  ident: bib62
  article-title: Effects of digital finance on green innovation considering information asymmetry: An empirical study based on Chinese listed firms
  publication-title: Emerg. Mark. Finance Trade
– volume: 213
  start-page: 305
  year: 2023
  end-page: 323
  ident: bib35
  article-title: Delay solow model with a normalized CES production function
  publication-title: J. Econ. Behav. Organ.
– volume: 370
  year: 2024
  ident: bib46
  article-title: Does enterprise digital transformation contribute to green innovation? micro-level evidence from China
  publication-title: J. Environ. Manag.
– volume: 218
  year: 2025
  ident: bib20
  article-title: Open innovation and environmental sustainability–A systematic literature review from the firm-level perspective
  publication-title: Technol. Forecast. Soc. Change
– volume: 306
  year: 2024
  ident: bib19
  article-title: Digital economy solutions towards carbon neutrality: the critical role of energy efficiency and energy structure transformation
  publication-title: Energy
– volume: 10
  year: 2025
  ident: bib25
  article-title: Leveraging open innovation for e-commerce success: the contingent role of accounting information systems and artificial intelligence
  publication-title: J. Innovat. Knowled.
– volume: 188
  year: 2023
  ident: bib6
  article-title: Digital orientation and environmental performance in times of technological change
  publication-title: Technol. Forecast. Soc. Change
– volume: 217
  start-page: 317
  year: 2019
  end-page: 327
  ident: bib42
  article-title: Simulation of land green supply chain based on system dynamics and policy optimization
  publication-title: Int. J. Prod. Econ.
– volume: 97
  year: 2022
  ident: bib52
  article-title: Global value chains and carbon emission reduction in developing countries: does industrial upgrading matter?
  publication-title: Environ. Impact Assess. Rev.
– volume: 128
  year: 2023
  ident: bib45
  article-title: Effect of digital transformation on enterprises' green innovation: empirical evidence from listed companies in China
  publication-title: Energy Econ.
– volume: 229
  year: 2020
  ident: bib29
  article-title: The impact of digital technologies on economic and environmental performance in the context of industry 4.0: a moderated mediation model
  publication-title: Int. J. Prod. Econ.
– volume: 108
  year: 2021
  ident: bib34
  article-title: Emissions trading with transaction costs
  publication-title: J. Environ. Econ. Manag.
– volume: 167
  year: 2021
  ident: bib44
  article-title: Energy efficiency: the role of technological innovation and knowledge spillover
  publication-title: Technol. Forecast. Soc. Change
– volume: 86
  start-page: 590
  year: 2025
  end-page: 605
  ident: bib56
  article-title: Empowering green growth: the role of corporate digital transformation in boosting renewable energy investment in China
  publication-title: Econ. Anal. Pol.
– volume: 2020
  start-page: 2586
  year: 2020
  end-page: 2624
  ident: bib15
  article-title: Bartik instruments: what, when, why and how
  publication-title: Am. Econ. Rev.
– volume: 205
  year: 2024
  ident: bib47
  article-title: Unveiling the relation between digital technology and low-carbon innovation: carbon emission trading policy as an antecedent
  publication-title: Technol. Forecast. Soc. Change
– volume: 263
  year: 2023
  ident: bib54
  article-title: Digital transformation and low-carbon technology innovation in manufacturing firms: the mediating role of dynamic capabilities
  publication-title: Int. J. Prod. Econ.
– volume: 259
  year: 2023
  ident: bib57
  article-title: Digital investment and environmental performance: the mediating roles of production efficiency and green innovation
  publication-title: Int. J. Prod. Econ.
– volume: 31
  start-page: 346
  year: 2022
  end-page: 356
  ident: bib22
  article-title: Structural emissions reduction of China's power and heating industry under the goal of “double carbon”: a perspective from input-output analysis
  publication-title: Sustain. Prod. Consum.
– volume: 78
  year: 2024
  ident: bib23
  article-title: Digital transformation and its effect on resource allocation efficiency and productivity in Chinese corporations
  publication-title: Technol. Soc.
– volume: 101
  year: 2025
  ident: bib31
  article-title: Intelligence-driven growth: exploring the dynamic impact of digital transformation on China's high-quality economic development
  publication-title: Int. Rev. Econ. Finance
– volume: 33
  start-page: 3279
  year: 2024
  end-page: 3298
  ident: bib13
  article-title: Corporate digital transformation, market competition, and the environmental performance—Microevidence from Chinese manufacturing
  publication-title: Bus. Strat. Environ.
– volume: 84
  start-page: 260
  year: 2024
  end-page: 277
  ident: bib49
  article-title: Navigating total-factor carbon emission efficiency in the digital era: a case study from industry structure, environmental regulations, and trade spillover
  publication-title: Econ. Anal. Pol.
– volume: 140
  year: 2025
  ident: bib36
  article-title: External resourcing for digital innovation in manufacturing SMEs
  publication-title: Technovation
– volume: 380
  year: 2025
  ident: bib27
  article-title: Connecting the sustainability: how renewable energy and digitalization drive green global value chains
  publication-title: J. Environ. Manag.
– volume: 95
  year: 2024
  ident: bib39
  article-title: Digital finance and industrial structure upgrading: evidence from Chinese counties
  publication-title: Int. Rev. Financ. Anal.
– volume: 33
  start-page: 968
  year: 2024
  end-page: 984
  ident: bib12
  article-title: Carbon emission reduction: understanding the micro-foundations of dynamic capabilities in companies with a strategic orientation for sustainability performance
  publication-title: Bus. Strat. Environ.
– volume: 57
  start-page: 3
  year: 2019
  end-page: 43
  ident: bib14
  article-title: Digital economics
  publication-title: J. Econ. Lit.
– volume: 207
  year: 2024
  ident: bib48
  article-title: Are industry associations conducive to radical innovation in biopharmaceutical companies?-The dual effect of absorptive capacity and digital investment
  publication-title: Technol. Forecast. Soc. Change
– volume: 33
  start-page: 4039
  year: 2024
  end-page: 4057
  ident: bib58
  article-title: Carbon emission efficiency in the age of digital economy: new insights on green technology progress and industrial structure distortion
  publication-title: Bus. Strat. Environ.
– volume: 443
  year: 2024
  ident: bib21
  article-title: Digital economy to encourage sustainable consumption and reduce carbon emissions
  publication-title: J. Clean. Prod.
– volume: 10
  year: 2024
  ident: bib24
  article-title: How does digital finance reduce carbon emissions intensity? Evidence from chain mediation effect of production technology innovation and green technology innovation
  publication-title: Heliyon
– volume: 374
  year: 2025
  ident: bib40
  article-title: Unpacking the green potential: how does supply chain digitalization affect corporate carbon emissions? - evidence from supply chain innovation and application pilots in China
  publication-title: J. Environ. Manag.
– volume: 198
  year: 2023
  ident: bib61
  article-title: Carbon reduction effects of digital technology transformation: evidence from the listed manufacturing firms in China
  publication-title: Technol. Forecast. Soc. Change
– volume: 434
  year: 2024
  ident: bib38
  article-title: The spatial spillover effects and equity of carbon emissions of digital economy in China
  publication-title: J. Clean. Prod.
– volume: 170
  start-page: 164
  year: 2012
  end-page: 177
  ident: bib4
  article-title: A lagrange multiplier test for cross-sectional dependence in a fixed effects panel data model
  publication-title: J. Econom.
– volume: 94
  start-page: 659
  year: 2012
  end-page: 671
  ident: bib37
  article-title: Idenfication with imperfect instruments
  publication-title: Rev. Econ. Stat.
– volume: 145
  year: 2025
  ident: bib28
  article-title: Navigating energy supply chain challenges amid economic shifts: the impact of digital transformation on energy accessibility and sustainability
  publication-title: Energy Econ.
– volume: 297
  year: 2021
  ident: bib50
  article-title: Green process innovation, green product innovation and its economic performance improvement paths: a survey and structural model
  publication-title: J. Environ. Manag.
– volume: 89
  start-page: 1
  year: 2022
  end-page: 44
  ident: bib1
  article-title: Demographics and automation
  publication-title: Rev. Econ. Stud.
– volume: 374
  year: 2025
  ident: 10.1016/j.ijpe.2025.109740_bib40
  article-title: Unpacking the green potential: how does supply chain digitalization affect corporate carbon emissions? - evidence from supply chain innovation and application pilots in China
  publication-title: J. Environ. Manag.
  doi: 10.1016/j.jenvman.2025.124147
– volume: 19
  year: 2024
  ident: 10.1016/j.ijpe.2025.109740_bib51
  article-title: Micro-mechanisms of digitalization-driven financing for renewable energy: growing capital pools and shifting flows
  publication-title: Res. Int. Bus. Finance
– volume: 2020
  start-page: 2586
  year: 2020
  ident: 10.1016/j.ijpe.2025.109740_bib15
  article-title: Bartik instruments: what, when, why and how
  publication-title: Am. Econ. Rev.
  doi: 10.1257/aer.20181047
– volume: 141
  year: 2025
  ident: 10.1016/j.ijpe.2025.109740_bib32
  article-title: Research on the impact of digital technology application in industry on industrial carbon dioxide emissions: evidence from China
  publication-title: Energy Econ.
  doi: 10.1016/j.eneco.2024.108121
– volume: 140
  year: 2025
  ident: 10.1016/j.ijpe.2025.109740_bib36
  article-title: External resourcing for digital innovation in manufacturing SMEs
  publication-title: Technovation
  doi: 10.1016/j.technovation.2024.103142
– volume: 33
  start-page: 1312
  year: 2023
  ident: 10.1016/j.ijpe.2025.109740_bib55
  article-title: Mitigating information asymmetry to acquire venture capital financing for digital startups in China: the role of weak and strong signals
  publication-title: Inf. Syst. J.
  doi: 10.1111/isj.12452
– volume: 358
  year: 2024
  ident: 10.1016/j.ijpe.2025.109740_bib41
  article-title: Impact path of digital economy on carbon emission efficiency: mediating effect based on technological innovation
  publication-title: J. Environ. Manag.
  doi: 10.1016/j.jenvman.2024.120940
– volume: 26
  start-page: 167
  year: 2024
  ident: 10.1016/j.ijpe.2025.109740_bib33
  article-title: The green innovation spillover effect of enterprise digital transformation: based on supply chain perspective
  publication-title: Econ. Anal. Pol.
– volume: 97
  year: 2022
  ident: 10.1016/j.ijpe.2025.109740_bib52
  article-title: Global value chains and carbon emission reduction in developing countries: does industrial upgrading matter?
  publication-title: Environ. Impact Assess. Rev.
  doi: 10.1016/j.eiar.2022.106895
– volume: 443
  year: 2024
  ident: 10.1016/j.ijpe.2025.109740_bib21
  article-title: Digital economy to encourage sustainable consumption and reduce carbon emissions
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2024.140867
– volume: 58
  start-page: 4399
  year: 2022
  ident: 10.1016/j.ijpe.2025.109740_bib62
  article-title: Effects of digital finance on green innovation considering information asymmetry: An empirical study based on Chinese listed firms
  publication-title: Emerg. Mark. Finance Trade
  doi: 10.1080/1540496X.2022.2083953
– volume: 10
  year: 2024
  ident: 10.1016/j.ijpe.2025.109740_bib24
  article-title: How does digital finance reduce carbon emissions intensity? Evidence from chain mediation effect of production technology innovation and green technology innovation
  publication-title: Heliyon
– volume: 370
  year: 2024
  ident: 10.1016/j.ijpe.2025.109740_bib46
  article-title: Does enterprise digital transformation contribute to green innovation? micro-level evidence from China
  publication-title: J. Environ. Manag.
  doi: 10.1016/j.jenvman.2024.122609
– volume: 81
  start-page: 1336
  year: 2024
  ident: 10.1016/j.ijpe.2025.109740_bib11
  article-title: Digital financial inclusion, resident consumption, and urban carbon emissions in China: a transaction cost perspective
  publication-title: Econ. Anal. Pol.
– volume: 380
  year: 2025
  ident: 10.1016/j.ijpe.2025.109740_bib27
  article-title: Connecting the sustainability: how renewable energy and digitalization drive green global value chains
  publication-title: J. Environ. Manag.
  doi: 10.1016/j.jenvman.2025.124779
– volume: 145
  year: 2025
  ident: 10.1016/j.ijpe.2025.109740_bib28
  article-title: Navigating energy supply chain challenges amid economic shifts: the impact of digital transformation on energy accessibility and sustainability
  publication-title: Energy Econ.
  doi: 10.1016/j.eneco.2025.108460
– volume: 128
  year: 2023
  ident: 10.1016/j.ijpe.2025.109740_bib45
  article-title: Effect of digital transformation on enterprises' green innovation: empirical evidence from listed companies in China
  publication-title: Energy Econ.
  doi: 10.1016/j.eneco.2023.107135
– volume: 26
  start-page: 1386
  year: 2022
  ident: 10.1016/j.ijpe.2025.109740_bib8
  article-title: Knowledge, diffusion and interest in blockchain technology in SMEs
  publication-title: J. Knowl. Manag.
  doi: 10.1108/JKM-02-2021-0099
– volume: 29
  start-page: 1331
  year: 2020
  ident: 10.1016/j.ijpe.2025.109740_bib18
  article-title: Does it pay to be green? A disaggregated analysis of U.S. firms with green patents
  publication-title: Bus. Strat. Environ.
  doi: 10.1002/bse.2437
– volume: 95
  start-page: 30
  year: 2015
  ident: 10.1016/j.ijpe.2025.109740_bib17
  article-title: A technical review of emerging technologies for energy and water efficiency and pollution reduction in the textile industry
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2015.02.079
– volume: 218
  year: 2025
  ident: 10.1016/j.ijpe.2025.109740_bib20
  article-title: Open innovation and environmental sustainability–A systematic literature review from the firm-level perspective
  publication-title: Technol. Forecast. Soc. Change
  doi: 10.1016/j.techfore.2025.124196
– volume: 213
  start-page: 305
  year: 2023
  ident: 10.1016/j.ijpe.2025.109740_bib35
  article-title: Delay solow model with a normalized CES production function
  publication-title: J. Econ. Behav. Organ.
  doi: 10.1016/j.jebo.2023.07.019
– volume: 105
  year: 2024
  ident: 10.1016/j.ijpe.2025.109740_bib10
  article-title: Can the development of industrial intelligence improve the benefits of China's participation in global value chains?
  publication-title: Environ. Impact Assess. Rev.
  doi: 10.1016/j.eiar.2024.107445
– volume: 306
  year: 2024
  ident: 10.1016/j.ijpe.2025.109740_bib19
  article-title: Digital economy solutions towards carbon neutrality: the critical role of energy efficiency and energy structure transformation
  publication-title: Energy
  doi: 10.1016/j.energy.2024.132524
– volume: 297
  year: 2021
  ident: 10.1016/j.ijpe.2025.109740_bib50
  article-title: Green process innovation, green product innovation and its economic performance improvement paths: a survey and structural model
  publication-title: J. Environ. Manag.
  doi: 10.1016/j.jenvman.2021.113282
– volume: 198
  year: 2023
  ident: 10.1016/j.ijpe.2025.109740_bib61
  article-title: Carbon reduction effects of digital technology transformation: evidence from the listed manufacturing firms in China
  publication-title: Technol. Forecast. Soc. Change
– volume: 217
  start-page: 317
  year: 2019
  ident: 10.1016/j.ijpe.2025.109740_bib42
  article-title: Simulation of land green supply chain based on system dynamics and policy optimization
  publication-title: Int. J. Prod. Econ.
  doi: 10.1016/j.ijpe.2018.08.021
– volume: 205
  year: 2024
  ident: 10.1016/j.ijpe.2025.109740_bib47
  article-title: Unveiling the relation between digital technology and low-carbon innovation: carbon emission trading policy as an antecedent
  publication-title: Technol. Forecast. Soc. Change
  doi: 10.1016/j.techfore.2024.123522
– volume: 31
  start-page: 346
  year: 2022
  ident: 10.1016/j.ijpe.2025.109740_bib22
  article-title: Structural emissions reduction of China's power and heating industry under the goal of “double carbon”: a perspective from input-output analysis
  publication-title: Sustain. Prod. Consum.
  doi: 10.1016/j.spc.2022.03.003
– volume: 95
  year: 2024
  ident: 10.1016/j.ijpe.2025.109740_bib39
  article-title: Digital finance and industrial structure upgrading: evidence from Chinese counties
  publication-title: Int. Rev. Financ. Anal.
  doi: 10.1016/j.irfa.2024.103442
– volume: 250
  year: 2022
  ident: 10.1016/j.ijpe.2025.109740_bib3
  article-title: A critical review of formal analytical modeling for blockchain technology in production, operations, and supply chains: harnessing progress for future potential
  publication-title: Int. J. Prod. Econ.
  doi: 10.1016/j.ijpe.2022.108636
– volume: 33
  start-page: 968
  year: 2024
  ident: 10.1016/j.ijpe.2025.109740_bib12
  article-title: Carbon emission reduction: understanding the micro-foundations of dynamic capabilities in companies with a strategic orientation for sustainability performance
  publication-title: Bus. Strat. Environ.
  doi: 10.1002/bse.3513
– volume: 261
  year: 2022
  ident: 10.1016/j.ijpe.2025.109740_bib30
  article-title: Fuel substitution and environmental sustainability in India: perspectives of technical progress
  publication-title: Energy
  doi: 10.1016/j.energy.2022.125309
– volume: 345
  year: 2023
  ident: 10.1016/j.ijpe.2025.109740_bib59
  article-title: Inherent mechanism of digital technology application empowered corporate green innovation: based on resource allocation perspective
  publication-title: J. Environ. Manag.
  doi: 10.1016/j.jenvman.2023.118841
– volume: 33
  start-page: 4039
  year: 2024
  ident: 10.1016/j.ijpe.2025.109740_bib58
  article-title: Carbon emission efficiency in the age of digital economy: new insights on green technology progress and industrial structure distortion
  publication-title: Bus. Strat. Environ.
  doi: 10.1002/bse.3683
– volume: 270
  year: 2024
  ident: 10.1016/j.ijpe.2025.109740_bib5
  article-title: Data-driven digital transformation for supply chain carbon neutrality: insights from cross-sector supply chain
  publication-title: Int. J. Prod. Econ.
  doi: 10.1016/j.ijpe.2024.109178
– volume: 57
  start-page: 3
  year: 2019
  ident: 10.1016/j.ijpe.2025.109740_bib14
  article-title: Digital economics
  publication-title: J. Econ. Lit.
  doi: 10.1257/jel.20171452
– volume: 170
  start-page: 164
  year: 2012
  ident: 10.1016/j.ijpe.2025.109740_bib4
  article-title: A lagrange multiplier test for cross-sectional dependence in a fixed effects panel data model
  publication-title: J. Econom.
  doi: 10.1016/j.jeconom.2012.04.004
– volume: 176
  year: 2020
  ident: 10.1016/j.ijpe.2025.109740_bib26
  article-title: Digitalization and energy consumption. Does ICT reduce energy demand?
  publication-title: Ecol. Econ.
  doi: 10.1016/j.ecolecon.2020.106760
– volume: 188
  year: 2023
  ident: 10.1016/j.ijpe.2025.109740_bib6
  article-title: Digital orientation and environmental performance in times of technological change
  publication-title: Technol. Forecast. Soc. Change
  doi: 10.1016/j.techfore.2022.122272
– volume: 84
  start-page: 260
  year: 2024
  ident: 10.1016/j.ijpe.2025.109740_bib49
  article-title: Navigating total-factor carbon emission efficiency in the digital era: a case study from industry structure, environmental regulations, and trade spillover
  publication-title: Econ. Anal. Pol.
– volume: 33
  start-page: 3588
  year: 2024
  ident: 10.1016/j.ijpe.2025.109740_bib2
  article-title: Reinforcing green business strategies with Industry 4.0 and governance towards sustainability: Natural-resource-based view and dynamic capability
  publication-title: Bus. Strat. Environ.
  doi: 10.1002/bse.3665
– volume: 10
  year: 2025
  ident: 10.1016/j.ijpe.2025.109740_bib25
  article-title: Leveraging open innovation for e-commerce success: the contingent role of accounting information systems and artificial intelligence
  publication-title: J. Innovat. Knowled.
– volume: 78
  year: 2024
  ident: 10.1016/j.ijpe.2025.109740_bib23
  article-title: Digital transformation and its effect on resource allocation efficiency and productivity in Chinese corporations
  publication-title: Technol. Soc.
  doi: 10.1016/j.techsoc.2024.102638
– volume: 379
  year: 2025
  ident: 10.1016/j.ijpe.2025.109740_bib16
  article-title: Supply chain digitization and corporate carbon emissions: a chain mediation examination based on digital transformation and green innovation
  publication-title: J. Environ. Manag.
  doi: 10.1016/j.jenvman.2025.124825
– volume: 20
  start-page: 3
  year: 2023
  ident: 10.1016/j.ijpe.2025.109740_bib53
  article-title: Impact of digital transformation on enterprise carbon intensity: the moderating role of digital information resources
  publication-title: Int. J. Environ. Res. Publ. Health
– volume: 89
  start-page: 1
  year: 2022
  ident: 10.1016/j.ijpe.2025.109740_bib1
  article-title: Demographics and automation
  publication-title: Rev. Econ. Stud.
  doi: 10.1093/restud/rdab031
– volume: 434
  year: 2024
  ident: 10.1016/j.ijpe.2025.109740_bib38
  article-title: The spatial spillover effects and equity of carbon emissions of digital economy in China
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2023.139885
– volume: 101
  year: 2025
  ident: 10.1016/j.ijpe.2025.109740_bib31
  article-title: Intelligence-driven growth: exploring the dynamic impact of digital transformation on China's high-quality economic development
  publication-title: Int. Rev. Econ. Finance
  doi: 10.1016/j.iref.2025.104240
– volume: 33
  start-page: 3279
  year: 2024
  ident: 10.1016/j.ijpe.2025.109740_bib13
  article-title: Corporate digital transformation, market competition, and the environmental performance—Microevidence from Chinese manufacturing
  publication-title: Bus. Strat. Environ.
  doi: 10.1002/bse.3660
– volume: 142
  start-page: 517
  year: 2021
  ident: 10.1016/j.ijpe.2025.109740_bib7
  article-title: Do investors care about carbon risk?
  publication-title: J. Financ. Econ.
  doi: 10.1016/j.jfineco.2021.05.008
– volume: 207
  year: 2024
  ident: 10.1016/j.ijpe.2025.109740_bib9
  article-title: Sustainable I4.0 integration and transition to I5.0 in traditional and digital technological organisations
  publication-title: Technol. Forecast. Soc. Change
  doi: 10.1016/j.techfore.2024.123582
– volume: 167
  year: 2021
  ident: 10.1016/j.ijpe.2025.109740_bib44
  article-title: Energy efficiency: the role of technological innovation and knowledge spillover
  publication-title: Technol. Forecast. Soc. Change
  doi: 10.1016/j.techfore.2021.120659
– volume: 259
  year: 2023
  ident: 10.1016/j.ijpe.2025.109740_bib57
  article-title: Digital investment and environmental performance: the mediating roles of production efficiency and green innovation
  publication-title: Int. J. Prod. Econ.
  doi: 10.1016/j.ijpe.2023.108822
– volume: 94
  start-page: 659
  year: 2012
  ident: 10.1016/j.ijpe.2025.109740_bib37
  article-title: Idenfication with imperfect instruments
  publication-title: Rev. Econ. Stat.
  doi: 10.1162/REST_a_00171
– volume: 195
  year: 2024
  ident: 10.1016/j.ijpe.2025.109740_bib60
  article-title: Green innovation and carbon emission performance: the role of digital economy
  publication-title: Energy Policy
  doi: 10.1016/j.enpol.2024.114344
– volume: 108
  year: 2021
  ident: 10.1016/j.ijpe.2025.109740_bib34
  article-title: Emissions trading with transaction costs
  publication-title: J. Environ. Econ. Manag.
– volume: 263
  year: 2023
  ident: 10.1016/j.ijpe.2025.109740_bib54
  article-title: Digital transformation and low-carbon technology innovation in manufacturing firms: the mediating role of dynamic capabilities
  publication-title: Int. J. Prod. Econ.
  doi: 10.1016/j.ijpe.2023.108969
– volume: 86
  start-page: 590
  year: 2025
  ident: 10.1016/j.ijpe.2025.109740_bib56
  article-title: Empowering green growth: the role of corporate digital transformation in boosting renewable energy investment in China
  publication-title: Econ. Anal. Pol.
– volume: 207
  year: 2024
  ident: 10.1016/j.ijpe.2025.109740_bib48
  article-title: Are industry associations conducive to radical innovation in biopharmaceutical companies?-The dual effect of absorptive capacity and digital investment
  publication-title: Technol. Forecast. Soc. Change
  doi: 10.1016/j.techfore.2024.123619
– volume: 229
  year: 2020
  ident: 10.1016/j.ijpe.2025.109740_bib29
  article-title: The impact of digital technologies on economic and environmental performance in the context of industry 4.0: a moderated mediation model
  publication-title: Int. J. Prod. Econ.
  doi: 10.1016/j.ijpe.2020.107777
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Snippet This study utilizes a sample of 29,118 observations of Chinese firms from 2011 to 2022, combined with the endogenous growth model, to systematically analyze...
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StartPage 109740
SubjectTerms Carbon emissions
Digital transformation
Energy efficiency
Energy structure
Technological progress
Title Corporate digital transformation and carbon mitigation: Chain effects and evidence from China
URI https://dx.doi.org/10.1016/j.ijpe.2025.109740
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