Digitalization of economy is the key factor behind fourth industrial revolution: How G7 countries are overcoming with the financing issues?
•Examine the impact of digitalization in economy on technological innovation.•We applied advanced panel econometrics techniques for analysis in G7 countries.•Digitalization in economy a positive relationship with technological innovation.•GDP and bank financing R&D expenditures promote technolog...
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Veröffentlicht in: | Technological forecasting & social change 2021-04, Vol.165, p.120533, Article 120533 |
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description | •Examine the impact of digitalization in economy on technological innovation.•We applied advanced panel econometrics techniques for analysis in G7 countries.•Digitalization in economy a positive relationship with technological innovation.•GDP and bank financing R&D expenditures promote technological innovation.•Financial risk has a negative relationship with technological innovation.
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. |
doi_str_mv | 10.1016/j.techfore.2020.120533 |
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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.</description><identifier>ISSN: 0040-1625</identifier><identifier>EISSN: 1873-5509</identifier><identifier>DOI: 10.1016/j.techfore.2020.120533</identifier><language>eng</language><publisher>New York: Elsevier Inc</publisher><subject>Banks (Finance) ; Business finance ; Business schools ; Decision making ; Digital economy ; Digital technology ; Digitalization ; Digitization ; Econometrics ; Economic aspects ; Expenditures ; Finance ; Financial risk ; Financing ; G7 countries ; Impact analysis ; Industrial revolution 4.0 ; Industrialization ; Industrialized nations ; Innovations ; R&D ; R&D expenditure ; Research & development ; Research & development expenditures ; Risk ; Risk factors ; Technological change ; Technological innovation ; Technology</subject><ispartof>Technological forecasting & social change, 2021-04, Vol.165, p.120533, Article 120533</ispartof><rights>2020</rights><rights>Copyright Elsevier Science Ltd. Apr 2021</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c403t-7ee141251b023678f191d249dc2704c5475b945eba48ba20ea5d9fcbfd70e58a3</citedby><cites>FETCH-LOGICAL-c403t-7ee141251b023678f191d249dc2704c5475b945eba48ba20ea5d9fcbfd70e58a3</cites><orcidid>0000-0003-2605-857X ; 0000-0003-1255-4724</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0040162520313597$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3536,27903,27904,33753,65309</link.rule.ids></links><search><creatorcontrib>Yuan, Shengjun</creatorcontrib><creatorcontrib>Musibau, Hammed Oluwaseyi</creatorcontrib><creatorcontrib>Genç, Sema Yılmaz</creatorcontrib><creatorcontrib>Shaheen, Riffat</creatorcontrib><creatorcontrib>Ameen, Anam</creatorcontrib><creatorcontrib>Tan, Zhixiong</creatorcontrib><title>Digitalization of economy is the key factor behind fourth industrial revolution: How G7 countries are overcoming with the financing issues?</title><title>Technological forecasting & social change</title><description>•Examine the impact of digitalization in economy on technological innovation.•We applied advanced panel econometrics techniques for analysis in G7 countries.•Digitalization in economy a positive relationship with technological innovation.•GDP and bank financing R&D expenditures promote technological innovation.•Financial risk has a negative relationship with technological innovation.
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.</description><subject>Banks (Finance)</subject><subject>Business finance</subject><subject>Business schools</subject><subject>Decision making</subject><subject>Digital economy</subject><subject>Digital technology</subject><subject>Digitalization</subject><subject>Digitization</subject><subject>Econometrics</subject><subject>Economic aspects</subject><subject>Expenditures</subject><subject>Finance</subject><subject>Financial risk</subject><subject>Financing</subject><subject>G7 countries</subject><subject>Impact analysis</subject><subject>Industrial revolution 4.0</subject><subject>Industrialization</subject><subject>Industrialized nations</subject><subject>Innovations</subject><subject>R&D</subject><subject>R&D expenditure</subject><subject>Research & development</subject><subject>Research & development expenditures</subject><subject>Risk</subject><subject>Risk factors</subject><subject>Technological change</subject><subject>Technological innovation</subject><subject>Technology</subject><issn>0040-1625</issn><issn>1873-5509</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>BHHNA</sourceid><recordid>eNqFUc1u1DAQjhBILIVXQJaQuGU7tmMn4QJVoS1SJS5wthxnvOslaxfb2bK8Ai-No8CZ04xmvh_NfFX1msKWApWXh21Gs7ch4pYBK0MGgvMn1YZ2La-FgP5ptQFooKaSiefVi5QOANDyTm6q3x_dzmU9uV86u-BJsARN8OF4Ji6RvEfyHc_EapNDJAPunR-JDXPMe1LaOeXo9EQinsI0LwLvyF14JLctMWH2ZYmJ6IgknDCacHR-Rx5d4S7C1nntzTJyKc2Y3r-snlk9JXz1t15U324-fb2-q--_3H6-vrqvTQM81y0ibSgTdADGZdtZ2tORNf1oWAuNEU0rhr4ROOimGzQD1GLsrRns2AKKTvOL6s2q-xDDj2Kc1aFc5IulYoJ1AjiVoqDerqidnlA5X76S8Wfe6Tklpa6kACn7nvcFKFegiSGliFY9RHfU8awoqCUhdVD_ElJLQmpNqBA_rEQsx54cRpWMQ29wdBFNVmNw_5P4A8UanuA</recordid><startdate>20210401</startdate><enddate>20210401</enddate><creator>Yuan, Shengjun</creator><creator>Musibau, Hammed Oluwaseyi</creator><creator>Genç, Sema Yılmaz</creator><creator>Shaheen, Riffat</creator><creator>Ameen, Anam</creator><creator>Tan, Zhixiong</creator><general>Elsevier Inc</general><general>Elsevier B.V</general><general>Elsevier Science Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7TB</scope><scope>7U4</scope><scope>8FD</scope><scope>BHHNA</scope><scope>DWI</scope><scope>F28</scope><scope>FR3</scope><scope>JQ2</scope><scope>KR7</scope><scope>WZK</scope><orcidid>https://orcid.org/0000-0003-2605-857X</orcidid><orcidid>https://orcid.org/0000-0003-1255-4724</orcidid></search><sort><creationdate>20210401</creationdate><title>Digitalization of economy is the key factor behind fourth industrial revolution: How G7 countries are overcoming with the financing issues?</title><author>Yuan, Shengjun ; Musibau, Hammed Oluwaseyi ; Genç, Sema Yılmaz ; Shaheen, Riffat ; Ameen, Anam ; Tan, Zhixiong</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c403t-7ee141251b023678f191d249dc2704c5475b945eba48ba20ea5d9fcbfd70e58a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Banks (Finance)</topic><topic>Business finance</topic><topic>Business schools</topic><topic>Decision making</topic><topic>Digital economy</topic><topic>Digital technology</topic><topic>Digitalization</topic><topic>Digitization</topic><topic>Econometrics</topic><topic>Economic aspects</topic><topic>Expenditures</topic><topic>Finance</topic><topic>Financial risk</topic><topic>Financing</topic><topic>G7 countries</topic><topic>Impact analysis</topic><topic>Industrial revolution 4.0</topic><topic>Industrialization</topic><topic>Industrialized nations</topic><topic>Innovations</topic><topic>R&D</topic><topic>R&D expenditure</topic><topic>Research & development</topic><topic>Research & development expenditures</topic><topic>Risk</topic><topic>Risk factors</topic><topic>Technological change</topic><topic>Technological innovation</topic><topic>Technology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yuan, Shengjun</creatorcontrib><creatorcontrib>Musibau, Hammed Oluwaseyi</creatorcontrib><creatorcontrib>Genç, Sema Yılmaz</creatorcontrib><creatorcontrib>Shaheen, Riffat</creatorcontrib><creatorcontrib>Ameen, Anam</creatorcontrib><creatorcontrib>Tan, Zhixiong</creatorcontrib><collection>CrossRef</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Sociological Abstracts (pre-2017)</collection><collection>Technology Research Database</collection><collection>Sociological Abstracts</collection><collection>Sociological Abstracts</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Civil Engineering Abstracts</collection><collection>Sociological Abstracts (Ovid)</collection><jtitle>Technological forecasting & social change</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yuan, Shengjun</au><au>Musibau, Hammed Oluwaseyi</au><au>Genç, Sema Yılmaz</au><au>Shaheen, Riffat</au><au>Ameen, Anam</au><au>Tan, Zhixiong</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Digitalization of economy is the key factor behind fourth industrial revolution: How G7 countries are overcoming with the financing issues?</atitle><jtitle>Technological forecasting & social change</jtitle><date>2021-04-01</date><risdate>2021</risdate><volume>165</volume><spage>120533</spage><pages>120533-</pages><artnum>120533</artnum><issn>0040-1625</issn><eissn>1873-5509</eissn><abstract>•Examine the impact of digitalization in economy on technological innovation.•We applied advanced panel econometrics techniques for analysis in G7 countries.•Digitalization in economy a positive relationship with technological innovation.•GDP and bank financing R&D expenditures promote technological innovation.•Financial risk has a negative relationship with technological innovation.
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.</abstract><cop>New York</cop><pub>Elsevier Inc</pub><doi>10.1016/j.techfore.2020.120533</doi><orcidid>https://orcid.org/0000-0003-2605-857X</orcidid><orcidid>https://orcid.org/0000-0003-1255-4724</orcidid></addata></record> |
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subjects | Banks (Finance) Business finance Business schools Decision making Digital economy Digital technology Digitalization Digitization Econometrics Economic aspects Expenditures Finance Financial risk Financing G7 countries Impact analysis Industrial revolution 4.0 Industrialization Industrialized nations Innovations R&D R&D expenditure Research & development Research & development expenditures Risk Risk factors Technological change Technological innovation Technology |
title | Digitalization of economy is the key factor behind fourth industrial revolution: How G7 countries are overcoming with the financing issues? |
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