Skip to main content
Top

2016 | OriginalPaper | Chapter

Big Data and Organizational Learning: Conceptualizing the Link

Authors : John Serbe Marfo, Richard Boateng

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

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

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.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
go back to reference 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)
go back to reference 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
go back to reference 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
go back to reference 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
go back to reference 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)
go back to reference 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
go back to reference Laudon, K.C., Laudon, J.P: Management Information Systems 11e (2013) Laudon, K.C., Laudon, J.P: Management Information Systems 11e (2013)
go back to reference 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)
go back to reference 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
go back to reference 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
go back to reference 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
go back to reference 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
Metadata
Title
Big Data and Organizational Learning: Conceptualizing the Link
Authors
John Serbe Marfo
Richard Boateng
Copyright Year
2016
DOI
https://doi.org/10.1007/978-3-319-28883-3_20

Premium Partner