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An application of the dynamic knowledge creation model in big data

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  • Philip, Jestine

Abstract

The recent surge in big data is unavoidable. In order to efficiently utilize voluminous data being constantly created, managers face the uphill task of having to convert this data into useful information. With increasing importance being given to actionable knowledge both from a practice as well as research perspective, a well-established framework of knowledge creation can help managers and researchers understand the conversion of big data into useful knowledge. With a focus of applying a knowledge-perspective to big data, I propose using elements of the knowledge creation model, namely Ba, the SECI process, and Knowledge Assets, to understand the conversion of big data into explicit and tacit employee knowledge. Additionally, an argument for enhancing a firm's dynamic capabilities using big data is also proposed.

Suggested Citation

  • Philip, Jestine, 2018. "An application of the dynamic knowledge creation model in big data," Technology in Society, Elsevier, vol. 54(C), pages 120-127.
    • Handle: RePEc:eee:teinso:v:54:y:2018:i:c:p:120-127
    DOI: 10.1016/j.techsoc.2018.04.001
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    References listed on IDEAS

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    1. Nonaka, Ikujiro & Reinmoeller, Patrick & Senoo, Dai, 1998. "The 'ART' of knowledge:: Systems to capitalize on market knowledge," European Management Journal, Elsevier, vol. 16(6), pages 673-684, December.
    2. Hao, Shengbin & Song, Michael, 2016. "Technology-driven strategy and firm performance: Are strategic capabilities missing links?," Journal of Business Research, Elsevier, vol. 69(2), pages 751-759.
    3. Zhou, H. & Uhlaner, L.M., 2009. "Knowledge Management as a Strategic Tool to Foster Innovativeness of SMEs," ERIM Report Series Research in Management ERS-2009-025-ORG, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    4. Lukovics, Miklós & Flipse, Steven M. & Udvari, Beáta & Fisher, Erik, 2017. "Responsible research and innovation in contrasting innovation environments: Socio-Technical Integration Research in Hungary and the Netherlands," Technology in Society, Elsevier, vol. 51(C), pages 172-182.
    5. Chittaranjan Hota & Shambhu Upadhyaya & Jamal Nazzal Al-Karaki, 2015. "Advances in secure knowledge management in the big data era," Information Systems Frontiers, Springer, vol. 17(5), pages 983-986, October.
    6. Eppler, Martin J. & Sukowski, Oliver, 2000. "Managing team knowledge: core processes, tools and enabling factors," European Management Journal, Elsevier, vol. 18(3), pages 334-341, June.
    7. David J. Teece, 2007. "Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 28(13), pages 1319-1350, December.
    8. Anindita Chakravarty & Rajdeep Grewal & V. Sambamurthy, 2013. "Information Technology Competencies, Organizational Agility, and Firm Performance: Enabling and Facilitating Roles," Information Systems Research, INFORMS, vol. 24(4), pages 976-997, December.
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    Cited by:

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