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How do firms create business value and dynamic capabilities by leveraging big data analytics management capability?

Despite researchers having averred that big data analytics (BDA) transforms firms' ways of doing business, knowledge about operationalizing these technologies in organizations to achieve strategic objectives is lacking. Moreover, organizations' great appetite for big data and limited empir...

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Detalles Bibliográficos
Autores principales: Gao, Jingmei, Sarwar, Zahid
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9569419/
https://www.ncbi.nlm.nih.gov/pubmed/36267115
http://dx.doi.org/10.1007/s10799-022-00380-w
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author Gao, Jingmei
Sarwar, Zahid
author_facet Gao, Jingmei
Sarwar, Zahid
author_sort Gao, Jingmei
collection PubMed
description Despite researchers having averred that big data analytics (BDA) transforms firms' ways of doing business, knowledge about operationalizing these technologies in organizations to achieve strategic objectives is lacking. Moreover, organizations' great appetite for big data and limited empirical proof of whether BDA impacts organizations' transformational capacity poses a need for further empirical investigation. Therefore, this study explores the association between big data analytics management capabilities (BDAMC) and innovation performance via dynamic capabilities (DC), by applying the PLS-SEM technique to analyzing the feedback of 149 firms. Consequently, we ground our arguments on dynamic capability and social capital theory rather than a resource-based view that does not provide suitable explanations for the deployment of resources to adapt to change. Accordingly, we advance this research stream by finding that BDAMC significantly enhances innovation performance through DC. We also extend the literature by disclosing how BDAMC strengthens DC via strategic alignment and social capital.
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spelling pubmed-95694192022-10-16 How do firms create business value and dynamic capabilities by leveraging big data analytics management capability? Gao, Jingmei Sarwar, Zahid Inf Technol Manag Article Despite researchers having averred that big data analytics (BDA) transforms firms' ways of doing business, knowledge about operationalizing these technologies in organizations to achieve strategic objectives is lacking. Moreover, organizations' great appetite for big data and limited empirical proof of whether BDA impacts organizations' transformational capacity poses a need for further empirical investigation. Therefore, this study explores the association between big data analytics management capabilities (BDAMC) and innovation performance via dynamic capabilities (DC), by applying the PLS-SEM technique to analyzing the feedback of 149 firms. Consequently, we ground our arguments on dynamic capability and social capital theory rather than a resource-based view that does not provide suitable explanations for the deployment of resources to adapt to change. Accordingly, we advance this research stream by finding that BDAMC significantly enhances innovation performance through DC. We also extend the literature by disclosing how BDAMC strengthens DC via strategic alignment and social capital. Springer US 2022-10-16 /pmc/articles/PMC9569419/ /pubmed/36267115 http://dx.doi.org/10.1007/s10799-022-00380-w Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022, Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Gao, Jingmei
Sarwar, Zahid
How do firms create business value and dynamic capabilities by leveraging big data analytics management capability?
title How do firms create business value and dynamic capabilities by leveraging big data analytics management capability?
title_full How do firms create business value and dynamic capabilities by leveraging big data analytics management capability?
title_fullStr How do firms create business value and dynamic capabilities by leveraging big data analytics management capability?
title_full_unstemmed How do firms create business value and dynamic capabilities by leveraging big data analytics management capability?
title_short How do firms create business value and dynamic capabilities by leveraging big data analytics management capability?
title_sort how do firms create business value and dynamic capabilities by leveraging big data analytics management capability?
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9569419/
https://www.ncbi.nlm.nih.gov/pubmed/36267115
http://dx.doi.org/10.1007/s10799-022-00380-w
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