Exploring the impact of big data analytics capabilities on business model innovation: The mediating role of entrepreneurial orientation
Big Data Analytics Capabilities (BDAC) represent critical tools for business competitiveness in highly dynamic markets. In this connection, by leveraging on the Dynamic Capabilities View (DCV) this study analyses the relationship between BDAC and Business Model Innovation (BMI). It argues that the i...
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| Vydáno v: | Journal of business research Ročník 123; s. 1 - 13 |
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| Hlavní autoři: | , , , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
Elsevier Inc
01.02.2021
Elsevier B.V |
| Témata: | |
| ISSN: | 0148-2963, 1873-7978 |
| On-line přístup: | Získat plný text |
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| Abstract | Big Data Analytics Capabilities (BDAC) represent critical tools for business competitiveness in highly dynamic markets. In this connection, by leveraging on the Dynamic Capabilities View (DCV) this study analyses the relationship between BDAC and Business Model Innovation (BMI). It argues that the impact of BDAC (a lower-order dynamic capability) on BMI is mediated by Entrepreneurial Orientation (EO; a higher-order dynamic capability). The proposed model is assessed by PLS-SEM (symmetric) and fuzzy-set Qualitative Comparative Analysis (asymmetric) methods using survey data from 253 UK firms. Our findings demonstrate that BDAC have both direct and indirect positive effects on BMI, with the latter being mediated by EO. These results enrich the innovation management literature on Big Data (BD) by showing that BDAC influence company strategic logics and objectives, rather than depending on them, thus playing a significant role in creating value for companies and their stakeholders. |
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| AbstractList | Big Data Analytics Capabilities (BDAC) represent critical tools for business competitiveness in highly dynamic markets. In this connection, by leveraging on the Dynamic Capabilities View (DCV) this study analyses the relationship between BDAC and Business Model Innovation (BMI). It argues that the impact of BDAC (a lower-order dynamic capability) on BMI is mediated by Entrepreneurial Orientation (EO; a higher-order dynamic capability). The proposed model is assessed by PLS-SEM (symmetric) and fuzzy-set Qualitative Comparative Analysis (asymmetric) methods using survey data from 253 UK firms. Our findings demonstrate that BDAC have both direct and indirect positive effects on BMI, with the latter being mediated by EO. These results enrich the innovation management literature on Big Data (BD) by showing that BDAC influence company strategic logics and objectives, rather than depending on them, thus playing a significant role in creating value for companies and their stakeholders. |
| Audience | Trade Academic |
| Author | Magrini, Alessandro Papa, Armando Marzi, Giacomo Ciampi, Francesco Demi, Stefano |
| Author_xml | – sequence: 1 givenname: Francesco orcidid: 0000-0002-2217-3872 surname: Ciampi fullname: Ciampi, Francesco email: francesco.ciampi@unifi.it organization: Department of Economics and Management, University of Florence, Via delle Pandette 9 – Block D6, 3rd Floor, 50127 Firenze, Italy – sequence: 2 givenname: Stefano surname: Demi fullname: Demi, Stefano email: stefano.demi@stud.unifi.it organization: Department of Economics and Management, University of Florence, Via delle Pandette 9 – Block D6, 3rd Floor, 50127 Firenze, Italy – sequence: 3 givenname: Alessandro orcidid: 0000-0002-7278-5332 surname: Magrini fullname: Magrini, Alessandro email: alessandro.magrini@unifi.it organization: Department of Statistics, Computer Science, Applications 'G. Parenti', University of Florence, Viale Morgagni, 59, 50134 Firenze, Italy – sequence: 4 givenname: Giacomo orcidid: 0000-0002-8769-2462 surname: Marzi fullname: Marzi, Giacomo email: gmarzi@lincoln.ac.uk organization: Lincoln International Business School, University of Lincoln, Lincoln, Brayford Pool, LN6 7TS Lincoln, UK – sequence: 5 givenname: Armando orcidid: 0000-0001-7084-6763 surname: Papa fullname: Papa, Armando email: armando.papa@unimercatorum.it organization: University of Rome “Universitas Mercatorum”, Piazza Mattei, 10, Roma, Italy |
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