The data-information-knowledge model

Andrew Georgiou*

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Citation (Scopus)

Abstract

The generation and transformation of data into information and knowledge is a basic formula in health informatics. This process is often represented in a model that portrays each component hierarchically with data at the bottom followed by an intermediary layer of information and topped by the knowledge layer. This model is a simple way to conceptualize important components of the informatics process, but it also has major limitations. The capture of data does not lead seamlessly to information or knowledge. The process is much more complex involving a multi-faceted web of interactions and issues.

Original languageEnglish
Title of host publicationHandbook of Research on Informatics in Healthcare and Biomedicine
EditorsAthina A. Lazakidou
Place of PublicationHershey, PA
PublisherIGI Global
Pages186-192
Number of pages7
ISBN (Electronic)9781591409830
ISBN (Print)9781591409823, 1591409829
DOIs
Publication statusPublished - 2006
Externally publishedYes

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  • Cite this

    Georgiou, A. (2006). The data-information-knowledge model. In A. A. Lazakidou (Ed.), Handbook of Research on Informatics in Healthcare and Biomedicine (pp. 186-192). Hershey, PA: IGI Global. https://doi.org/10.4018/978-1-59140-982-3.ch024