University of Phoenix Ackoff Model of Knowledge Management Discussion

Data, Information, Knowledge, Understanding, and Wisdom

Prior to beginning work on this discussion, read the required resources for this week, including the article

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Informatics: Evolution of the Nelson data, information, knowledge and wisdom model: Part 1 (Links to an external site.)

. Review the instructions below and research two additional scholarly sources to support your statements.

Forthis discussion, we will be considering various categories of content.Russell Ackoff theorized that the content of the human mind can beclassified into five categories:

  • Data: Symbols and discrete facts. They have no meaning in isolation.
  • Information: Data that are processed to be useful. Information provides answers to “who,” “what,” “where,” and “when” questions.
  • Knowledge: Application of data and information. Answers the “how” questions.
  • Understanding: Appreciation of “why.” This is the process of synthesizing new knowledge from previous knowledge.
  • Wisdom:Evaluating understanding. This is the process of evaluating betweenoptions. For example, deciding right from wrong or good from bad.

    Consider these categories and create an initial post with the following elements:

    Analyzehow Ackoff’s theoretical model is used in each of the pillars of healthinformatics: clinical informatics, population informatics, consumerhealth informatics, translational bioinformatics, and clinical researchinformatics.Choose three of the pillars of health informatics and provide a real-world example.Explain how each of your examples has impacted health care.Examinehow the key informatics skills of communicating, structuring,questioning, and decision-making are represented in each example.

    Support your statements with evidence from your sources.


    Coiera, E. (2015).

    Guide to health informatics

    (3rd ed.). Retrieved from

    • Chapter 9: Information Management Systems
    • Chapter 10: The Electronic Health Record
    • Chapter 11: Designing and Evaluating Information and Communication Systems
    • Chapter 12: Implementation
    • Chapter 13: Information System Safety
    • Chapter 14: Information economics
    • Chapter 32: Consumer Health Informatics


    Gosfield, A. G. (2015). Understandingrisk-based payer contracts: An exploration of emerging payment modelsfor patient-centered medical homes, accountable care organizations, andepisode-based care (Links to an external site.). Journal of Medical Economics,92(6), 48-52. Retrieved from

    Thefull-text version of this article is available through the ProQuestdatabase in the University of Arizona Global Campus Library. Thisarticle is an exploration of emerging payment models replacingtraditional payment models in the United States. These changing modelsare closely tied with the generation of health data and the role of thepatient and family in health care. This article will assist you in yourConsumer Informatics assignment this week.Martinez, V.I., Marquand, J.L., Saver, B, Garber, & Preusse, P. (2017). Consumerhealth informatics interventions must support user workflow, beeasy-to-use, and improve cognition: Applying the SEIPS 2.0 model toevaluate patients’ and clinicians’ experience with the CONDUIT-HID intervention (Links to an external site.). Journal of Human-Computer Interaction, 33,4,

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