Title
Rethinking the data-information-knowledge hierarchy: towards a case-based model.
Abstract
This case analysis contributes to the academic development of knowledge management by questioning the widely accepted data–information–knowledge hierarchy. It examines the practical use the hierarchy during the development of a knowledge-based system in a large utility company. The data–information–knowledge hierarchy was found to be of limited practical use. The literature related to the hierarchy sheds little light on separating the concepts of data, information and knowledge. This case uses empirical data from an in-depth study to present a counterpoint to the conventional data–information–knowledge hierarchy. It contributes to theory in two distinct ways. First, it introduces the knowledge–information–data model, which proposes a top-down perspective rather than the traditional bottom-up approach. Second, the case suggests that the terms knowledge and information can be understood in terms of their purpose and location.
Year
DOI
Venue
2004
10.1016/j.ijinfomgt.2004.04.007
International Journal of Information Management
Keywords
Field
DocType
top down,hierarchy,firm,data model,knowledge,knowledge based system,bottom up,knowledge management,data,information
Data information,Sociology,Knowledge management,Hierarchy,Counterpoint,Case analysis
Journal
Volume
Issue
ISSN
24
4
0268-4012
Citations 
PageRank 
References 
2
0.54
5
Authors
1
Name
Order
Citations
PageRank
Ashley Braganza1384.01