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Cited by 186

The DOI matches its Crossref record; 3 of the 3 references it cites were found in a registry or an index.

Digitalization of economy is the key factor behind fourth industrial revolution: How G7 countries are overcoming with the financing issues?

Open access
Yuan, Shengjun, Musibau, Hammed Oluwaseyi, Genç, Sema Yılmaz, Shaheen, Riffat, Ameen, Anam, Tan, Zhixiong·2021·Technological Forecasting and Social Change

Abstract

Abstract The digitalization role in economy has increased over the years, particularly after the arrival of the industrial revolution 4.0. This paper aims to examine the impact of digitalization in the economy on technological innovation in the presence of business financed R&D expenditures, income, and financial risk for G7 economies for the time period 1990 to 2017. This endeavor uses recently developed econometric approaches, which are superior to traditional first-generation econometric methods. The results show a long-run stable relationship between technological innovation and its determinants (such as digital economy, bank financing R&D expenditure, GDP, and financial risk). Moreover, the digital economy, bank financing R&D expenditures, and financial risk are important factors responsible for technological innovation in G7 countries. This study has meaningful policy implications for decision-makers in designing their policies related to the digital economy, bank financing, and technological innovation in G7 countries. The cost of innovation is significantly high, for which bank finance is sufficiently required. However, due to the high financial risk firms, banks often reluctant to finance innovative ideas. Hence, for nurturing technology through digitalization in economy and business financed R&D expenditure, financial risk must be minimized.

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Metadata

Authors
Yuan, S., Musibau, H. O., Genç, S. Y., Shaheen, R., Ameen, A., & Tan, Z.
Venue
Technological Forecasting and Social Change
Publisher
Elsevier BV
Published
2021-04
Volume
165
Pages
120533
ISSN
0040-1625 (ISSN-L)
OpenAlex
W3118527004
Cited by
186
References
3
FWCI
31.03
Type
journal article
Language
en
Open access
green

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CoChat. (2026). Citation check: Digitalization of economy is the key factor behind fourth industrial revolution: How G7 countries are overcoming with the financing issues? https://app.cochat.ai/papers/10.1016/j.techfore.2020.120533
The paper
Yuan, S., Musibau, H. O., Genç, S. Y., Shaheen, R., Ameen, A., & Tan, Z. (2021). Digitalization of economy is the key factor behind fourth industrial revolution: How G7 countries are overcoming with the financing issues? Technological Forecasting and Social Change. https://doi.org/10.1016/j.techfore.2020.120533

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