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Author:

Ding, J. (Ding, J..) | Liu, B. (Liu, B..) | Wang, J. (Wang, J..) | Qiao, P. (Qiao, P..) | Zhu, Z. (Zhu, Z..)

Indexed by:

SSCI EI Scopus SCIE

Abstract:

This study investigates how the digital business environment affects firms’ innovation input variables. It was discovered that digitization leads to ongoing corporate environment optimization, which improves the effectiveness of innovation. One of the institutional environment factors, digitalization, increases the redundancy of government subsidies on businesses’ investments in innovation. It also helps to eliminate duplication in innovation investment through the financial environment and the protection of legal rights. With increasing marketization in the informal institutional framework, the degree of R&D investment redundancy lowers while R&D human resource investment redundancy grows. Digitization not only lowers the grade of innovation, but it also has a negative association with the duplicate nature of commercial R&D investments. The authors’ research combines institutional environment theory and digital development to establish a new empirical foundation for corporate development in order to boost innovation efficiency. © 2023 IGI Global. All rights reserved.

Keyword:

The Three-Stage DEA Model Input Redundancy Input Factors Business Environment Innovation Efficiency

Author Community:

  • [ 1 ] [Ding J.]University of Malaya, Malaysia
  • [ 2 ] [Liu B.]Beijing University of Technology, China
  • [ 3 ] [Wang J.]Zhongnan University of Economics and Law, China
  • [ 4 ] [Qiao P.]Politecnico di Milano, Italy
  • [ 5 ] [Zhu Z.]Zhongnan University of Economics and Law, China

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Source :

Journal of Organizational and End User Computing

ISSN: 1546-2234

Year: 2023

Issue: 3

Volume: 35

6 . 5 0 0

JCR@2022

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:19

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 25

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 5

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