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Digital transformation and low-carbon technology innovation in manufacturing firms: The mediating role of dynamic capabilities

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  • Yang, Gangqiang
  • Nie, Yiming
  • Li, Honggui
  • Wang, Haisen

Abstract

Green challenges such as global warming call for deeper low-carbon technology changes in manufacturing firms, and digital transformation (DT) may play a major role. Most existing studies have investigated the impact of DT as a whole on green technology innovation but lack a dynamic mechanism analysis from a process perspective. Therefore, this article proposes a theoretical framework for multistage DT to drive low-carbon technology innovation (LCTI) in manufacturing firms, which is closely linked to three dynamic capabilities (DCs). Based on the panel data of A-share manufacturing firms in China from 2011 to 2019, this article finds the following. First, DT effectively promotes LCTI, and this effect is a “leverage effect” superimposed on existing innovation. Second, the theoretical mechanism shows that the data analysis, data operation, and data empowerment stages of DT enhance the absorptive capacity, innovation capacity, and adaptive capacity of enterprises, respectively, which in turn promote LCTI. Empirical tests support the mediating effects of the first two capabilities; however, adaptive capacity is validated to be effective only for low-tech firms due to the limited increase in strategic flexibility of high-tech firms by marginal DT enhancement. Third, the heterogeneity analysis shows that the promotion effect of DT on LCTI is stronger for carbon reduction and decarbonization technologies, more significant for low-emission firms, and stronger for firms in the cohort network. These conclusions add new microevidence of the environmental benefits of the digital economy and provide new explanations for opening the “black box” of DT and LCTI based on a process perspective. At the same time, this work can help manufacturing firms in developing countries follow the low-carbon transformation path by independent innovation and, moreover, reduce the originally enormous amounts of energy consumption and carbon emissions of these countries and contribute to the response to global warming and the energy crisis.

Suggested Citation

  • Yang, Gangqiang & Nie, Yiming & Li, Honggui & Wang, Haisen, 2023. "Digital transformation and low-carbon technology innovation in manufacturing firms: The mediating role of dynamic capabilities," International Journal of Production Economics, Elsevier, vol. 263(C).
  • Handle: RePEc:eee:proeco:v:263:y:2023:i:c:s0925527323002013
    DOI: 10.1016/j.ijpe.2023.108969
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    as
    1. Nicholas Bloom & Luis Garicano & Raffaella Sadun & John Van Reenen, 2014. "The Distinct Effects of Information Technology and Communication Technology on Firm Organization," Management Science, INFORMS, vol. 60(12), pages 2859-2885, December.
    2. Rosa Maria Dangelico & Devashish Pujari & Pierpaolo Pontrandolfo, 2017. "Green Product Innovation in Manufacturing Firms: A Sustainability‐Oriented Dynamic Capability Perspective," Business Strategy and the Environment, Wiley Blackwell, vol. 26(4), pages 490-506, May.
    3. Cecere, Grazia & Corrocher, Nicoletta & Gossart, Cédric & Ozman, Muge, 2014. "Technological pervasiveness and variety of innovators in Green ICT: A patent-based analysis," Research Policy, Elsevier, vol. 43(10), pages 1827-1839.
    4. Lin Boqiang, 2022. "China’s High-Quality Economic Growth in the Process of Carbon Neutrality," China Finance and Economic Review, De Gruyter, vol. 11(4), pages 3-22, December.
    5. Huang, Zhehao & Liao, Gaoke & Li, Zhenghui, 2019. "Loaning scale and government subsidy for promoting green innovation," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 148-156.
    6. Castellacci, Fulvio & Natera, Jose Miguel, 2013. "The dynamics of national innovation systems: A panel cointegration analysis of the coevolution between innovative capability and absorptive capacity," Research Policy, Elsevier, vol. 42(3), pages 579-594.
    7. Nambisan, Satish & Wright, Mike & Feldman, Maryann, 2019. "The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    8. Patrick Bajari & Victor Chernozhukov & Ali Hortaçsu & Junichi Suzuki, 2019. "The Impact of Big Data on Firm Performance: An Empirical Investigation," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 33-37, May.
    9. Wenhao Song & Hongyan Yu, 2018. "Green Innovation Strategy and Green Innovation: The Roles of Green Creativity and Green Organizational Identity," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 25(2), pages 135-150, March.
    10. Ovuakporie, Oghogho Destina & Pillai, Kishore Gopalakrishna & Wang, Chengang & Wei, Yingqi, 2021. "Differential moderating effects of strategic and operational reconfiguration on the relationship between open innovation practices and innovation performance," Research Policy, Elsevier, vol. 50(1).
    11. Sucheta Nadkarni & V. K. Narayanan, 2007. "Strategic schemas, strategic flexibility, and firm performance: the moderating role of industry clockspeed," Strategic Management Journal, Wiley Blackwell, vol. 28(3), pages 243-270, March.
    12. Philippe Aghion & Cameron Hepburn & Alexander Teytelboym & Dimitri Zenghelis, 2019. "Path dependence, innovation and the economics of climate change," PSE-Ecole d'économie de Paris (Postprint) halshs-02489451, HAL.
    13. Seyedesmaeil Mousavi & Bart Bossink & Mario van Vliet, 2019. "Microfoundations of companies' dynamic capabilities for environmentally sustainable innovation: Case study insights from high‐tech innovation in science‐based companies," Business Strategy and the Environment, Wiley Blackwell, vol. 28(2), pages 366-387, February.
    14. Mark T. Leary & Michael R. Roberts, 2014. "Do Peer Firms Affect Corporate Financial Policy?," Journal of Finance, American Finance Association, vol. 69(1), pages 139-178, February.
    15. Yu, Chin-Hsien & Wu, Xiuqin & Zhang, Dayong & Chen, Shi & Zhao, Jinsong, 2021. "Demand for green finance: Resolving financing constraints on green innovation in China," Energy Policy, Elsevier, vol. 153(C).
    16. Timothy G. Conley & Christian B. Hansen & Peter E. Rossi, 2012. "Plausibly Exogenous," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 260-272, February.
    17. Junming Zhu & Yichun Fan & Xinghua Deng & Lan Xue, 2019. "Low-carbon innovation induced by emissions trading in China," Nature Communications, Nature, vol. 10(1), pages 1-8, December.
    18. Maurizio Zollo & Sidney G. Winter, 2002. "Deliberate Learning and the Evolution of Dynamic Capabilities," Organization Science, INFORMS, vol. 13(3), pages 339-351, June.
    19. Zhai, Huayun & Yang, Min & Chan, Kam C., 2022. "Does digital transformation enhance a firm's performance? Evidence from China," Technology in Society, Elsevier, vol. 68(C).
    20. Fulvio Castellacci & Davide Consoli & Artur Santoalha, 2018. "Technological Diversification in European Regions: The Role of E-skills," Working Papers on Innovation Studies 20181009, Centre for Technology, Innovation and Culture, University of Oslo.
    21. Dennis E. Smallwood & John Conlisk, 1979. "Product Quality in Markets Where Consumers are Imperfectly Informed," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 93(1), pages 1-23.
    22. Ardito, Lorenzo & Petruzzelli, Antonio Messeni & Ghisetti, Claudia, 2019. "The impact of public research on the technological development of industry in the green energy field," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 25-35.
    23. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    24. Bruce Sacerdote, 2001. "Peer Effects with Random Assignment: Results for Dartmouth Roommates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 681-704.
    25. Santoalha, Artur & Consoli, Davide & Castellacci, Fulvio, 2021. "Digital skills, relatedness and green diversification: A study of European regions," Research Policy, Elsevier, vol. 50(9).
    26. Lu Qiu & Xiaowen Jie & Yanan Wang & Minjuan Zhao, 2020. "Green product innovation, green dynamic capability, and competitive advantage: Evidence from Chinese manufacturing enterprises," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(1), pages 146-165, January.
    27. Ben Arfi, Wissal & Hikkerova, Lubica & Sahut, Jean-Michel, 2018. "External knowledge sources, green innovation and performance," Technological Forecasting and Social Change, Elsevier, vol. 129(C), pages 210-220.
    28. Casey Dougal & Christopher A. Parsons & Sheridan Titman, 2015. "Urban Vibrancy and Corporate Growth," Journal of Finance, American Finance Association, vol. 70(1), pages 163-210, February.
    29. Kevin Zheng Zhou & Caroline Bingxin Li, 2012. "How knowledge affects radical innovation: Knowledge base, market knowledge acquisition, and internal knowledge sharing," Strategic Management Journal, Wiley Blackwell, vol. 33(9), pages 1090-1102, September.
    30. Charles J. Fombrun & Ari Ginsberg, 1990. "Shifting gears: Enabling change in corporate aggressiveness," Strategic Management Journal, Wiley Blackwell, vol. 11(4), pages 297-308, May.
    31. Feng, Suling & Zhang, Rong & Li, Guoxiang, 2022. "Environmental decentralization, digital finance and green technology innovation," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 70-83.
    32. Zhou, Min & Govindan, Kannan & Xie, Xiongbiao & Yan, Liang, 2021. "How to drive green innovation in China's mining enterprises? Under the perspective of environmental legitimacy and green absorptive capacity," Resources Policy, Elsevier, vol. 72(C).
    33. Battistoni, Elisa & Gitto, Simone & Murgia, Gianluca & Campisi, Domenico, 2023. "Adoption paths of digital transformation in manufacturing SME," International Journal of Production Economics, Elsevier, vol. 255(C).
    34. Chan, Hing Kai & Yee, Rachel W.Y. & Dai, Jing & Lim, Ming K., 2016. "The moderating effect of environmental dynamism on green product innovation and performance," International Journal of Production Economics, Elsevier, vol. 181(PB), pages 384-391.
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