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A Conceptualisation of Crowd Knowledge

Author

Listed:
  • Till Blesik

    (ESCP Business School, Campus Berlin)

  • Markus Bick

    (ESCP Business School, Campus Berlin)

  • Tyge-F. Kummer

    (Queensland University of Technology)

Abstract

Propelled by digitalisation, crowd knowledge (CK) has gained popularity alongside a plurality of related crowd-based concepts (crowdsourcing, wisdom of crowds and collective intelligence), resulting in an inconsistent understanding of the terms and their application. Based on a structured literature review, we conceptualise CK and develop a formal definition, which is then evaluated using knowledge artefacts on different crowd-related platforms and differentiation criteria in relation to participants, context, purpose and process. The paper posits that CK is conceptually different from related concepts, due to its dynamic nature and its instantiation in the form of a CK knowledge artefact which requires a specific context and a unique knowledge-creation process. Furthermore, we discuss how the concept of CK and its associated artefact relates to established knowledge management concepts such as knowledge assets and the flow of CK in the epistemological differentiation of knowledge into tacit and explicit elements. The article contributes to the formal conceptualisation of crowd-based concepts and therefore improves understanding of existing implementations and supports the prudent design of future systems.

Suggested Citation

  • Till Blesik & Markus Bick & Tyge-F. Kummer, 2022. "A Conceptualisation of Crowd Knowledge," Information Systems Frontiers, Springer, vol. 24(5), pages 1647-1665, October.
  • Handle: RePEc:spr:infosf:v:24:y:2022:i:5:d:10.1007_s10796-021-10176-y
    DOI: 10.1007/s10796-021-10176-y
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    References listed on IDEAS

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    1. Lauri Wessel & Martin Gersch & Erik Harloff, 2017. "Talking Past Each Other," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 59(1), pages 23-40, February.
    2. Denis Frydrych & Adam J. Bock & Tony Kinder & Benjamin Koeck, 2014. "Exploring entrepreneurial legitimacy in reward-based crowdfunding," Venture Capital, Taylor & Francis Journals, vol. 16(3), pages 247-269, July.
    3. Emmanuel W. Ayaburi & Jaeung Lee & Michele Maasberg, 2020. "Understanding Crowdsourcing Contest Fitness Strategic Decision Factors and Performance: An Expectation-Confirmation Theory Perspective," Information Systems Frontiers, Springer, vol. 22(5), pages 1227-1240, October.
    4. Ikujiro Nonaka, 1994. "A Dynamic Theory of Organizational Knowledge Creation," Organization Science, INFORMS, vol. 5(1), pages 14-37, February.
    5. Yingcheng Xu & Li Wang & Bo Xu & Wei Jiang & Chaoqun Deng & Fang Ji & Xiaobo Xu, 2019. "An information integration and transmission model of multi-source data for product quality and safety," Information Systems Frontiers, Springer, vol. 21(1), pages 191-212, February.
    6. 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.
    7. G. Alan Wang & Xiaomo Liu & Jianling Wang & Min Zhang & Weiguo Fan, 2015. "Examining micro-level knowledge sharing discussions in online communities," Information Systems Frontiers, Springer, vol. 17(6), pages 1227-1238, December.
    8. Murray E. Jennex & Summer E. Bartczak, 2013. "A Revised Knowledge Pyramid," International Journal of Knowledge Management (IJKM), IGI Global, vol. 9(3), pages 19-30, July.
    9. Yuxiang Zhao & Qinghua Zhu, 2014. "Evaluation on crowdsourcing research: Current status and future direction," Information Systems Frontiers, Springer, vol. 16(3), pages 417-434, July.
    10. Joseph P. Simmons & Leif D. Nelson & Jeff Galak & Shane Frederick, 2011. "Intuitive Biases in Choice versus Estimation: Implications for the Wisdom of Crowds," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 38(1), pages 1-15.
    11. Haridimos Tsoukas & Efi Vladimirou, 2001. "What is Organizational Knowledge?," Journal of Management Studies, Wiley Blackwell, vol. 38(7), pages 973-993, November.
    12. Franz Lehner & Ronald K. Maier, 2000. "How Can Organizational Memory Theories Contribute to Organizational Memory Systems?," Information Systems Frontiers, Springer, vol. 2(3), pages 277-298, October.
    13. Yiwei Gong, 2017. "Estimating participants for knowledge-intensive tasks in a network of crowdsourcing marketplaces," Information Systems Frontiers, Springer, vol. 19(2), pages 301-319, April.
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