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Published in: Economic Change and Restructuring 1/2024

01-02-2024

Harnessing digital transformation for green innovation in energy transition: a study on R&D investments and spatial spillover in China

Authors: Yang Liu, Jing Cheng, Jingjing Dai

Published in: Economic Change and Restructuring | Issue 1/2024

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Abstract

This study investigates the impact of digital transformation on green innovation in China’s manufacturing sector—a leading energy-consuming industry, using panel data and employing a two-way fixed-effects model alongside a spatial Durbin model. The findings reveal a significant positive relationship between digitalization and green innovation in energy transition, most notably in eastern China and regions with advanced digital infrastructure. This relationship is further characterized by increased R&D investment, driven by the efficient allocation of digital resources. A key discovery is the presence of significant spatial spillovers, indicating that digital advancements in one region positively influence green innovation in neighboring areas. These insights underscore the importance of region-specific development strategies and research incentives to harness digital transformation as a catalyst for green technology innovation. This analysis provides a deeper understanding of the regional interconnections between digitalization and innovation, offering valuable policy guidance for sustainable development.

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Literature
go back to reference Abbas J (2020) Impact of total quality management on corporate green performance through the mediating role of corporate social responsibility. J Clean Prod 242:118458CrossRef Abbas J (2020) Impact of total quality management on corporate green performance through the mediating role of corporate social responsibility. J Clean Prod 242:118458CrossRef
go back to reference Aben TA, van der Valk W, Roehrich JK, Selviaridis K (2021) Managing information asymmetry in public–private relationships undergoing a digital transformation: the role of contractual and relational governance. Int J Oper Prod Manag 41(7):1145–1191CrossRef Aben TA, van der Valk W, Roehrich JK, Selviaridis K (2021) Managing information asymmetry in public–private relationships undergoing a digital transformation: the role of contractual and relational governance. Int J Oper Prod Manag 41(7):1145–1191CrossRef
go back to reference Alchian AA, Demsetz H (1972) Production, information costs, and economic organization. Am Econ Rev 62(5):777–795 Alchian AA, Demsetz H (1972) Production, information costs, and economic organization. Am Econ Rev 62(5):777–795
go back to reference Bag S, Dhamija P, Bryde DJ, Singh RK (2022) Effect of eco-innovation on green supply chain management, circular economy capability, and performance of small and medium enterprises. J Bus Res 141:60–72CrossRef Bag S, Dhamija P, Bryde DJ, Singh RK (2022) Effect of eco-innovation on green supply chain management, circular economy capability, and performance of small and medium enterprises. J Bus Res 141:60–72CrossRef
go back to reference Borowski PF (2021) Digitization, digital twins, blockchain, and industry 4.0 as elements of management process in enterprises in the energy sector. Energies 14(7):1885CrossRef Borowski PF (2021) Digitization, digital twins, blockchain, and industry 4.0 as elements of management process in enterprises in the energy sector. Energies 14(7):1885CrossRef
go back to reference Ch’ng P-C, Cheah J, Amran A (2021) Eco-innovation practices and sustainable business performance: the moderating effect of market turbulence in the Malaysian technology industry. J Clean Prod 283:124556CrossRef Ch’ng P-C, Cheah J, Amran A (2021) Eco-innovation practices and sustainable business performance: the moderating effect of market turbulence in the Malaysian technology industry. J Clean Prod 283:124556CrossRef
go back to reference Hao X, Li Y, Ren S, Wu H, Hao Y (2023) The role of digitalization on green economic growth: does industrial structure optimization and green innovation matter? J Environ Manag 325:116504CrossRef Hao X, Li Y, Ren S, Wu H, Hao Y (2023) The role of digitalization on green economic growth: does industrial structure optimization and green innovation matter? J Environ Manag 325:116504CrossRef
go back to reference Hart SL (1995) A natural-resource-based view of the firm. Acad Manag Rev 20(4):986–1014CrossRef Hart SL (1995) A natural-resource-based view of the firm. Acad Manag Rev 20(4):986–1014CrossRef
go back to reference Kagermann H (2015) Change through digitization—value creation in the age of industry 4.0. In: Albach H, Meffert H, Pinkwart A, Reichwald R (eds) Management of permanent change. Springer, Wiesbaden, pp 23–45CrossRef Kagermann H (2015) Change through digitization—value creation in the age of industry 4.0. In: Albach H, Meffert H, Pinkwart A, Reichwald R (eds) Management of permanent change. Springer, Wiesbaden, pp 23–45CrossRef
go back to reference Liu M, Li C, Wang S, Li Q (2023b) Digital transformation, risk-taking, and innovation: evidence from data on listed enterprises in China. J Innov Knowl 8(1):100332CrossRef Liu M, Li C, Wang S, Li Q (2023b) Digital transformation, risk-taking, and innovation: evidence from data on listed enterprises in China. J Innov Knowl 8(1):100332CrossRef
go back to reference Orlando B, Ballestra LV, Scuotto V, Pironti M, Del Giudice M (2020) The impact of R&D investments on eco-innovation: a cross-cultural perspective of green technology management. IEEE Trans Eng Manag 69(5):2275–2284CrossRef Orlando B, Ballestra LV, Scuotto V, Pironti M, Del Giudice M (2020) The impact of R&D investments on eco-innovation: a cross-cultural perspective of green technology management. IEEE Trans Eng Manag 69(5):2275–2284CrossRef
go back to reference Østergaard PA, Duic N, Noorollahi Y, Mikulcic H, Kalogirou S (2020) Sustainable development using renewable energy technology. Renewable energy, vol 146. Elsevier, Amsterdam, pp 2430–2437 Østergaard PA, Duic N, Noorollahi Y, Mikulcic H, Kalogirou S (2020) Sustainable development using renewable energy technology. Renewable energy, vol 146. Elsevier, Amsterdam, pp 2430–2437
go back to reference Ulucak R (2020) How do environmental technologies affect green growth? Evidence from BRICS economies. Sci Total Environ 712:136504CrossRefPubMedADS Ulucak R (2020) How do environmental technologies affect green growth? Evidence from BRICS economies. Sci Total Environ 712:136504CrossRefPubMedADS
go back to reference Vial G (2021) Understanding digital transformation: a review and a research agenda. Managing digital transformation. Routledge, Milton Park Vial G (2021) Understanding digital transformation: a review and a research agenda. Managing digital transformation. Routledge, Milton Park
go back to reference Wangler T, Lloret E, Reiter L, Hack N, Gramazio F, Kohler M, Bernhard M, Dillenburger B, Buchli J, Roussel N (2017) Digital concrete: opportunities and challenges. Rilem Tech Lett 1(1):67–75 Wangler T, Lloret E, Reiter L, Hack N, Gramazio F, Kohler M, Bernhard M, Dillenburger B, Buchli J, Roussel N (2017) Digital concrete: opportunities and challenges. Rilem Tech Lett 1(1):67–75
go back to reference Wooldridge JM (2010) Econometric analysis of cross section and panel data. MIT Press, Cambridge Wooldridge JM (2010) Econometric analysis of cross section and panel data. MIT Press, Cambridge
go back to reference Yin S, Zhang N, Ullah K, Gao S (2022) Enhancing digital innovation for the sustainable transformation of manufacturing industry: a pressure-state-response system framework to perceptions of digital green innovation and its performance for green and intelligent manufacturing. Systems 10(3):72. https://doi.org/10.3390/systems10030072CrossRef Yin S, Zhang N, Ullah K, Gao S (2022) Enhancing digital innovation for the sustainable transformation of manufacturing industry: a pressure-state-response system framework to perceptions of digital green innovation and its performance for green and intelligent manufacturing. Systems 10(3):72. https://​doi.​org/​10.​3390/​systems10030072CrossRef
go back to reference Zhang Q, Tang W, Zhang J (2016) Green supply chain performance with cost learning and operational inefficiency effects. J Clean Prod 112:3267–3284CrossRef Zhang Q, Tang W, Zhang J (2016) Green supply chain performance with cost learning and operational inefficiency effects. J Clean Prod 112:3267–3284CrossRef
go back to reference Zhang Z, Jin J, Li S, Zhang Y (2023) Digital transformation of incumbent firms from the perspective of portfolios of innovation. Technol Soc 72:102149CrossRef Zhang Z, Jin J, Li S, Zhang Y (2023) Digital transformation of incumbent firms from the perspective of portfolios of innovation. Technol Soc 72:102149CrossRef
Metadata
Title
Harnessing digital transformation for green innovation in energy transition: a study on R&D investments and spatial spillover in China
Authors
Yang Liu
Jing Cheng
Jingjing Dai
Publication date
01-02-2024
Publisher
Springer US
Published in
Economic Change and Restructuring / Issue 1/2024
Print ISSN: 1573-9414
Electronic ISSN: 1574-0277
DOI
https://doi.org/10.1007/s10644-024-09610-3

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