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Big Data and Organizational Learning: Conceptualizing the Link

  • John Serbe MarfoEmail author
  • Richard Boateng
Conference paper
Part of the Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering book series (LNICST, volume 160)

Abstract

Organizational learning is key for organizations in creating and enhancing business processes as well as improving decision making to gain competitive advantage. Big data is becoming a source of competitive advantage, productivity growth, agility and innovation for organizations. Harnessing knowledge from big data has the potential to create individual and collective learning within organizations. Conceptualizing the link between big data and organizational learning is thus worth investigating if big data is to contribute to organizational learning. To understand the big data and organizational learning link, the characteristics of big data, the tools associated with big data and how organizations learn needs to be understood. Big data assist organizational learning by using its tools to aid the knowledge conversion process. The characteristics of big data are exhibited through the use of big data tools in the management of knowledge involved in organizational learning.

Keywords

Organizational learning Big data 

References

  1. Abel, M.H.: Knowledge map-based web platform to facilitate organizational learning return of experiences. Comput. Hum. Behav. (2014)Google Scholar
  2. Argote, L., Miron-Spektor, E.: Organizational learning: from experience to knowledge. Organ. Sci. 22(5), 1123–1137 (2011)CrossRefGoogle Scholar
  3. Boateng, R., Mbarika, V., Thomas, C.: When Web 2.0 becomes an organizational learning tool: evaluating Web 2.0 tools. Devel. Learn. Organ. Int. J. 24(3), 17–20 (2010)CrossRefGoogle Scholar
  4. Boyd, D., Crawford, K.: Critical questions for big data: Provocations for a cultural, technological, and scholarly phenomenon. Inf. Commun. Soc. 15(5), 662–679 (2012)CrossRefGoogle Scholar
  5. Chen, H., Chiang, R.H., Storey, V.C.: Business Intelligence and Analytics: From Big Data to Big Impact. MIS Q. 36(4), 1165–1188 (2012)Google Scholar
  6. Kabir, N., Carayannis, E.: Big data, tacit knowledge and organizational competitiveness. In: Proceedings of the 10th International Conference on Intellectual Capital, Knowledge Management and Organisational Learning: ICICKM 2013, p. 220. Academic Conferences Limited, January 2013Google Scholar
  7. Laudon, K.C., Laudon, J.P: Management Information Systems 11e (2013)Google Scholar
  8. Nonaka, I., Takeuchi, H.: The Knowledge-creating Company. Oxford University Press, Oxford (1995)Google Scholar
  9. Nonaka, I., Byosiere, P., Borucki, C.C., Konno, N.: Organizational knowledge creation theory: a first comprehensive test. Int. Bus. Rev. 3(4), 337–351 (1994)CrossRefGoogle Scholar
  10. Ohlhorst, F.J.: Big data analytics: turning big data into big money. John Wiley & Sons, Hoboken (2012)CrossRefGoogle Scholar
  11. Singh Sandhawalia, B., Dalcher, D.: Developing knowledge management capabilities: a structured approach. J. Knowl. Manage. 15(2), 313–328 (2011)CrossRefGoogle Scholar
  12. Wamba, S.F., Akter, S., Edwards, A., Chopin, G., Gnanzou, D.: How ‘big data’can make big impact: findings from a systematic review and a longitudinal case study. Int. J. Prod. Econ. 165, 234–246 (2015)CrossRefGoogle Scholar

Copyright information

© Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 2016

Authors and Affiliations

  1. 1.Operations Management and Information SystemsUniversity of Ghana Business SchoolAccraGhana

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