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Knowledge Management in ITSM: Applying the DIKW Model

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Book cover Engineering and Management of IT-based Service Systems

Part of the book series: Intelligent Systems Reference Library ((ISRL,volume 55))

Abstract

The data-information-knowledge-wisdom (DIKW) model is known as applying to information processing concepts. Similarly, information technology service management (ITSM) has enjoyed rapid industry adoption as a set of processes for managing IT infrastructure and the delivery of IT services. However, data generated during and supporting ITSM activities often stays at the information stage. This paper evaluates the DIKW model and its application to ITSM because the information, knowledge, and wisdom levels most effectively guide organizational improvement. Thus, to gain the maximum benefit from ITSM, companies must strive to record created information, facilitate knowledge development, and identify the individuals in the organization who can apply wisdom to particular complex challenges. The paper first discusses the DIKW model, then outlines key activities of ITSM that are amenable to DIKW application. Next, use of DIKW for improving the conduct of ITSM Service Desk activity is evaluated and discussed. Typical Service Desks stop at support of work with a known errors database, automating at a knowledge level of work. A case study shows how an incident knowledge management database to automate outages and decision patterns, moving toward the wisdom level, can move beyond tribal knowledge to institutionalize knowledge patterns, resulting in reduced costs and faster incident resolution.

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References

  1. Ackoff, R.L.: From data to wisdom. J. Appl. Syst. Anal. 16(1989), 3–9 (1989)

    Google Scholar 

  2. Adler, M.J.: A Guidebook to Learning:for a Lifelong Pursuit of Wisdom. Macmillan, New York (1986)

    Google Scholar 

  3. Alavi, M., Leidner, D.E.: Review: knowledge management and knowledge management systems: conceptual foundations and research issues. MIS Q. 25(1), 107–136 (2001)

    Article  Google Scholar 

  4. Bardhan, I., Demirkan, H., Kannan, P., Kauffman, R., Sougstad, R.: An interdisciplinary perspective on IT services management and service science. J. Manag. Inf. Syst. 26(4), 13–64 (2010)

    Article  Google Scholar 

  5. Conger, S.: Introduction to the special issue on IT service management. Inf. Syst. Manag. 27(2), 100–102 (2010)

    Article  Google Scholar 

  6. Davenport, T.H.: Rethinking knowledge work: a strategic approach. McKinsey Quarterly.www.mckinseyquarterly.com/Rethinking_knowledge_work_A_strategic_approach_2739 (2011). Accessed 3 Feb 2011

  7. Davenport, T. H., Prusak, L.: Working Knowledge. Harvard Business School Press, Boston (1998)

    Google Scholar 

  8. DeBono, E.: Thinking Course: Powerful tools to transform your thinking. BBC Active, London (1996)

    Google Scholar 

  9. Drucker, P.F.: The Essential Drucker: The Best of 60 Years of Peter Drucker’s Essential Writings on Management. Harper Paperbacks, NY (2008)

    Google Scholar 

  10. Fricke, M.: The knowledge pyramid: a critique of the DIKW hierarchy. J. Inf. Sci. 35(2), 131–144 (2008)

    Article  MathSciNet  Google Scholar 

  11. Gan, Y., Zhu, Z.: A learning framework for knowledge building and collective wisdom advancement in virtual learning communities. Edu. Technol. Soc. 10(1), 206–226 (2007)

    Google Scholar 

  12. George, M., Kay, D., Oxton, G., Thorp, D.: Knowledge Centered Support (KCS) v5 Practices Guide. Consortium for Service Innovation, San Carlos (2010)

    Google Scholar 

  13. Gold, A.H., Malhotra, A., Segars, A.H.: Knowledge management: An organizational capabilities perspective. J. Manage. Inf. Syst. 18(1), 185–214 (2001)

    Google Scholar 

  14. Goldberg, E.: The Wisdom Paradox: How Your Brain Can Grow Stronger As You Grow Older. Gotham, NY (2006)

    Google Scholar 

  15. Hahn, K.: Section 11: Methods of integration. http://www.karlscalculus.org/calc11_5.html (2010).Accessed 22 Nov 2010

  16. Hawkins, J.: On Intelligence. Owl Books, NY (2005)

    Google Scholar 

  17. Hevner, A.R., March, S.T., Park, J., Ram, S.: Design science in information systems research. MIS Q. 28(1), 75–105 (2004)

    Google Scholar 

  18. Jennex, M. (ed.): Current Issues in Knowledge Management. IGI Global, Hershey, PA (2008)

    Google Scholar 

  19. Kakabadse, N.K., Kakabadse, A., Kouzmin, A.: Reviewing the knowledge management literature: towards a taxonomy. J. Knowl. Manag. 7(4), 75–91 (2003)

    Article  Google Scholar 

  20. Kelley, G.: Selected Readings on Information Technology Management: Contemporary Issues. IGI Global, Hershey (2009)

    Google Scholar 

  21. King, W.R., Marks Jr, P.V.: Motivating knowledge sharing through a knowledge management system. Omega 36, 131–146 (2006)

    Article  Google Scholar 

  22. Kolodner, J.: Case-Based Reasoning. Morgan Kaufmann Publishers, San Francisco (1993)

    Google Scholar 

  23. Lee, H., Choi, B.: Knowledge management enablers, processes, and organizational performance: an integrative view and empirical examination. J. Manag. Inf. Syst. 20(1), 179–229 (2003)

    Google Scholar 

  24. Leonard, D., Sensiper, S.: The role of tacit knowledge in group innovation. California Manag. Rev. 40(3), 112–132 (1998)

    Article  Google Scholar 

  25. Machlup, F.: Semantic quirks in studies of information. In: Machlup, F. Mansfield, U. (eds.) The Study of Information: Inter-disciplinary Message , Wiley, New York (1983)

    Google Scholar 

  26. Malone, T., Menken, I., Blokdijk, G.: ITIL V3 Service Capability RCV - Release, Control and Validation Best Practices Study and Implementation Guide. Emereo Publishing, Brisbane (2008)

    Google Scholar 

  27. McDermott, R.: Why information technology inspired but cannot deliver knowledge management. California Manag. Rev. 41(4), 104–119 (1999)

    MathSciNet  Google Scholar 

  28. 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)

    Article  Google Scholar 

  29. Nanaka, I., von Krogh, G.: Tacit knowledge and knowledge conversion: controversy and advancement in organizational knowledge creation theory. Organ. Sci. 20(3), 635–652 (2009)

    Article  Google Scholar 

  30. Parasuraman, A., Berry, L., Zeithaml, V.: SERVQUAL: a multiple-Item scale For measuring consumer perceptions of service quality. J. Retail. 64(1), 12–40 (1988)

    Google Scholar 

  31. Probst, J.: Knowing me, knowing you…ah ha: a knowledge management primer. In: Proceedings of Pink Elephant Annual Conference, Las Vegas, NV, 21−23 Feb 2010

    Google Scholar 

  32. Ritchie, G.: Incident Management–Do’s and Don’ts. Livingston, Scotland: Seriosoft, Ltd. http://www.seriosoft.com (2011). Accessed 28 April 2011

  33. Robertson, M., Scarbrough, H., Swan, J.: Knowledge creation in professional service firms: institutional effects. Organ. Stud. 24(6), 831–857 (2003)

    Article  Google Scholar 

  34. Schulze, A., Hoegl, M.: Organizational knowledge creation and the generation of new product ideas: a behavioral approach. Res. Policy 37, 1742–1750 (2008)

    Article  Google Scholar 

  35. Smith, K.G., Collins, C.J., Clark, K.D.: Existing knowledge, knowledge creation capability, and the rate of new product introduction in high-technology firms. Acad Manag J 48(2), 346–357 (2005)

    Article  Google Scholar 

  36. Soloway, E.: Learning to program = learning to construct mechanisms and explanations. Commun. ACM 29(9), 850–858 (1986)

    Article  Google Scholar 

  37. Tourniaire, F., Kay, D.: Collective Wisdom: Transforming Support with Knowledge. Colorado Springs, CO (2006)

    Google Scholar 

  38. Van Bon, J.: Foundations of IT Service Management Based on ITIL® V3. Van Haren Publishing, Netherlands (2008)

    Google Scholar 

  39. Van Grich, J.P., Churchman, C.W.: Applied General Systems Theory. Harper and Row Publishing, NY (1974)

    Google Scholar 

  40. Zack, M.: What Knowledge-Problems Can Information Technology Help to Solve. In: Hoadley E., Benbasat I. (eds.) Proceedings of the Fourth Americas Conference on Information Systems, 644-646, Baltimore, MD, August 1998

    Google Scholar 

  41. Zeithaml, V.A., Parasuraman, A., Malhotra, A.: A Conceptual Framework for Understanding e-Service Quality: Implications for Future Research and Managerial Practice, Marketing Science Institute, Issue 115 (2000)

    Google Scholar 

  42. Zins, C.: Conceptual approaches for defining data, information, and knowledge. J. Am. Soc. Inform. Sci. Technol. 5(4), 479–493 (2007)

    Article  Google Scholar 

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Correspondence to Sue Conger .

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Conger, S., Probst, J. (2014). Knowledge Management in ITSM: Applying the DIKW Model. In: Mora, M., Marx Gómez, J., Garrido, L., Pérez, F. (eds) Engineering and Management of IT-based Service Systems. Intelligent Systems Reference Library, vol 55. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-39928-2_1

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  • DOI: https://doi.org/10.1007/978-3-642-39928-2_1

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