Configurational Pathways of Digital Empowerment Enabling Green Technology Innovation Under the TOE Framework

Authors

  • Ronghao Zhong
  • Jingyu Tian

DOI:

https://doi.org/10.54097/gxmkjp51

Keywords:

TOE, Digitalization, Green Technology Innovation, fsQCA.

Abstract

In the context of the global green transition, enhancing regional green technology innovation capabilities through digital empowerment has emerged as a pressing challenge. Grounded in the TOE (Technology-Organization-Environment) framework, this study integrates three dimensions—technological, organizational, and environmental—to empirically investigate the configurational pathways across 30 Chinese provinces using fuzzy-set Qualitative Comparative Analysis (fsQCA). Key findings reveal: (1) No single condition independently drives high-level green technology innovation, requiring synergistic interactions across multiple dimensions; (2) Three distinct pathways emerge—an industry-oriented with environmental synergy type, a dual-core innovation-finance type, and a multidimensional integration type; (3) Digital innovation capacity, digital industrial clustering, and digital financial ecosystems serve as universal core conditions, while other factors establish adaptive mechanisms through complementary or substitutive relationships. Theoretical contributions are threefold: (1) A configurational TOE framework integrating technological, organizational, and environmental dimensions is proposed, addressing the prior literature's overemphasis on isolated micro-level variables and linear causality; (2) Methodologically, we pioneer the application of fsQCA to decode the synergistic mechanisms of digital empowerment in GTI, overcoming the limitations of conventional regression in capturing nonlinear interactions and equifinality; (3) Contextually, we validate the TOE framework in China’s regional governance context by incorporating localized indicators, offering a reference for developing countries’ sustainability transitions. Practically, this study challenges the "one-size-fits-all" governance paradigm by proposing three differentiated pathways (industry-environment synergy, innovation-finance dual-core, and multidimensional integration), emphasizing adaptive policy portfolios tailored to regional digital maturity.

Downloads

Download data is not yet available.

References

[1] Li, X., Fan, D., Li, Z., Pan, M. The Impact Mechanism of Digitalization on Green Innovation of Chinese Manufacturing Enterprises: An Empirical Study [J]. Sustainability, 2023, 15 (12): 9637.

[2] Bo, Q., Liu, H., Zheng, J. Research on the Mechanism of the Green Innovation of Enterprises Empowered by Digital Technology from the Perspective of Value Co-Creation [J]. Sustainability, 2024, 16 (20): 9065.

[3] Zhang, L., Yao, L. Research on the Impact of Digital Technology Innovation on Urban Economic Resilience: Empirical Evidence from 278 Cities at Prefecture Level and Above in China [J]. Journal of Management, 2023, 36 (05): 38-59.

[4] Hong, M., Li, Z., Drakeford, B. Do the Green Credit Guidelines Affect Corporate Green Technology Innovation? Empirical Research from China [J]. Public Health, 2021, 18 (4): 1682.

[5] Zhang, X., Wan, G., Zhang, J et al. Digital Economy, Financial Inclusion, and Inclusive Growth [J]. Economic Research Journal, 2019, 54 (08): 71-86.

[6] Shi, Z., Han, D., Li, T. Government Innovation Preferences, Human Capital Accumulation, and Green Technology Innovation [J]. Statistics & Decision, 2024, 40 (04): 162-168.

[7] Li, H., Liu, Q., Ye, H. Digital Development Influencing Mechanism on Green Innovation Performance: A Perspective of Green Innovation Network [J]. IEEE Access, 2023, (11): 22490-22504.

[8] Li, L., Zeng, Y., Xia, D. How Does the Digital Innovation Ecosystem Enable Green Regional Development? A Dynamic QCA Study in China [J]. Systems, 2024, 12 (12): 551.

[9] Xue, F., Zhou, M., Liu, J. The Effect of Digital Infrastructure on Reducing Carbon Emissions: Quasi Natural Experiment Based on “Broadband China” Pilot [J]. South China Journal of Economics, 2022, (10): 19-36.

[10] Shi, D., Sun, G. The Influence of the Integration of Digital Economy and Real Economy on Green Innovation [J]. Reform, 2023 ,(02): 1-13.

[11] Cao, C., Zheng, Q. Research on the Driving Effect of Digital Economy on Green Industrial Transformation [J]. China Business and Market, 2023, 37 (09): 34-50.

[12] Ma, Y., Wang, J., Wang, H. Analysis of antecedent grouping patterns of regional green technology innovation [J]. Finance and Accounting Monthly,2024,45(17):112-120.

[13] Han, J., Liu, T. The digital logic of corporate green innovation: mechanisms identification and differences in effects under multi-target governance of local governments [J]. Industrial Economics Research, 2024, (04): 58-71.

[14] Li, Q., Xiao, Z. Heterogeneous Environmental Regulation Tools and Green Innovation Incentives: Evidence from Green Patents of Listed Companies [J]. Economic Research Journal, 2020, 55 (09): 192-208.

[15] Kong, H., Sun, L., Zhang, W. Digitization and Green Technology Innovation of Chinese Firms Under Government Subsidy Policies [J]. Systems, 2024, 12(11): 447.

[16] Pei, X., Jiang, A., Ye, Y et al. Private Investment, Environmental Regulation and Green Technological Innovation——Analysis of Spatial Dubin Model Based on 11 Provinces and Cities in the Changjiang River Economic Belt [J]. Science & Technology Progress and Policy, 2019, 36 (08): 44-51.

[17] Liu, R., Zhao, R. Does National High-Tech Zone Promote Regional Economic Development? --Validation based on Differences-in-Differences Method [J]. Journal of Management World, 2015, (08): 30-38.

[18] Sun, H., Luo, Y., Liu, J et al. Digital inclusive finance, R&D investment, and green technology innovation nexus [J]. Plos one 19.1 (2024): e0297264.

[19] Xue, L., Zhang, X. Can Digital Financial Inclusion Promote Green Innovation in Heavily Polluting Companies? [J]. International Journal of Environmental Research and Public Health, 2022, 19(12):7323.

[20] Yu, L., Zhang, W., Bi, X. Can Environmental Taxes Force Corporate Green Innovation? [J]. Journal of Audit & Economics, 2019, 34(02): 79-90.

[21] Qi, Shao., Lin, S., Cui, J. Do Environmental Rights Trading Schemes Induce Green Innovation? Evidence from Listed Firms in China [J]. Economic Research Journal, 2018, 53(12):129-143.

[22] Fiss, P.C. Building better causal theories: A fuzzy set approach to typologies in organization research [J]. Academy of management journal, 2011, 54 (2):393–420.

[23] Yu, N., Lv, L. The Impact of Digital Infrastructure on Urban Technology Innovation:An Empirical Analysis Based on 287 Cities at Prefectural Level and Above in China [J]. Science & Technology and Economy, 2023, 36 (04): 36-40.

[24] Ma, L., Wang, L., Zhang, Q. Pecking Order of Mixed Ownership: The Logic of Market [J]. China Industrial Economics, 2015, (07): 5-20.

[25] Wang, X., Chen, Y. Performance Generation Paths in Digital Government Governance: A Qualitative Comparative Analysis from a Public Value Perspective [J]. E-Government, 2021, (08): 53-66.

[26] Luo, S., Xiao, Y. The Core Industrial Cluster in Digital Economy Empowers the Development of New Quality Productive Forces:Theoretical Mechanisms and Empirical Tests [J]. Social Sciences in Xinjiang, 2024, (02): 29-40+148.

[27] Qiu, Z., Qiao, T. The Innovation of E-Commerce Technology and the Joint Development of Farm Households [J]. Social Sciences in China, 2021, (10): 145-166+207.

[28] Liu, L., Li, Z., Wei, X. Research on the enhancement path of green technology innovation efficiency under the group perspective [J]. PLoS One 19.8 (2024): e0306936.

[29] Murthy, R. K., Madhok, Anoop. Overcoming the Early‐stage Conundrum of Digital Platform Ecosystem Emergence: A Problem‐Solving Perspective [J]. Journal of Management Studies, 2021, 58 (7): 1899-1932.

[30] Zhang, M., Du, Y. Qualitative Comparative Analysis (QCA) in Management and Organization Research:Position, Tactics, and Directions [J]. Chinese Journal of Management, 2019, 16 (09): 1312-1323.

Downloads

Published

10-05-2025

How to Cite

Zhong, R., & Tian, J. (2025). Configurational Pathways of Digital Empowerment Enabling Green Technology Innovation Under the TOE Framework. Highlights in Business, Economics and Management, 55, 73-84. https://doi.org/10.54097/gxmkjp51