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2016 | OriginalPaper | Buchkapitel

Big Data and Organizational Learning: Conceptualizing the Link

verfasst von : John Serbe Marfo, Richard Boateng

Erschienen in: E-Learning, E-Education, and Online Training

Verlag: Springer International Publishing

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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.

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Literatur
Zurück zum Zitat Abel, M.H.: Knowledge map-based web platform to facilitate organizational learning return of experiences. Comput. Hum. Behav. (2014) Abel, M.H.: Knowledge map-based web platform to facilitate organizational learning return of experiences. Comput. Hum. Behav. (2014)
Zurück zum Zitat Argote, L., Miron-Spektor, E.: Organizational learning: from experience to knowledge. Organ. Sci. 22(5), 1123–1137 (2011)CrossRef Argote, L., Miron-Spektor, E.: Organizational learning: from experience to knowledge. Organ. Sci. 22(5), 1123–1137 (2011)CrossRef
Zurück zum Zitat 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)CrossRef 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)CrossRef
Zurück zum Zitat 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)CrossRef 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)CrossRef
Zurück zum Zitat 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) 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)
Zurück zum Zitat 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 2013 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 2013
Zurück zum Zitat Laudon, K.C., Laudon, J.P: Management Information Systems 11e (2013) Laudon, K.C., Laudon, J.P: Management Information Systems 11e (2013)
Zurück zum Zitat Nonaka, I., Takeuchi, H.: The Knowledge-creating Company. Oxford University Press, Oxford (1995) Nonaka, I., Takeuchi, H.: The Knowledge-creating Company. Oxford University Press, Oxford (1995)
Zurück zum Zitat 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)CrossRef 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)CrossRef
Zurück zum Zitat Ohlhorst, F.J.: Big data analytics: turning big data into big money. John Wiley & Sons, Hoboken (2012)CrossRef Ohlhorst, F.J.: Big data analytics: turning big data into big money. John Wiley & Sons, Hoboken (2012)CrossRef
Zurück zum Zitat Singh Sandhawalia, B., Dalcher, D.: Developing knowledge management capabilities: a structured approach. J. Knowl. Manage. 15(2), 313–328 (2011)CrossRef Singh Sandhawalia, B., Dalcher, D.: Developing knowledge management capabilities: a structured approach. J. Knowl. Manage. 15(2), 313–328 (2011)CrossRef
Zurück zum Zitat 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)CrossRef 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)CrossRef
Metadaten
Titel
Big Data and Organizational Learning: Conceptualizing the Link
verfasst von
John Serbe Marfo
Richard Boateng
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-28883-3_20

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