Models of models: filtering and bias rings in depiction of knowledge structures and their implications for design


Revell, Kirsten M.A. and Stanton, Neville A. (2012) Models of models: filtering and bias rings in depiction of knowledge structures and their implications for design Ergonomics, 55, (9), pp. 1073-1092. (doi:10.1080/00140139.2012.692818). (PMID:22804811).

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Description/Abstract

Mental models are poorly specified in three ways: in their defining criteria, their source and the bias to which they have been subjected. Literature from psychology, HCI and human factors sources was reviewed to determine the utility of 'mental models' as a design tool. The definitions and theories offered by key contributors to the notion of mental models were compared. Schematics, representing both the knowledge structures proposed in cognitive processing, as well as the layers of bias evident when forming or accessing mental models, were constructed. Fundamental similarities and differences in the use of this notion, as well as ambiguities in definition, were highlighted graphically. The need for specificity in the use of mental models was emphasised as essential for pragmatic application in design. The use of graphical comparison was proposed as a means of identifying the risk of bias and a means to categorise approaches to mental model research.

Item Type: Article
Digital Object Identifier (DOI): doi:10.1080/00140139.2012.692818
ISSNs: 1366-5847 (print)
Keywords: mental models, design, schema, schematic, knowledge structure, bias, filtering information
Subjects: B Philosophy. Psychology. Religion > BF Psychology
T Technology > T Technology (General)
Organisations: Faculty of Engineering and the Environment
ePrint ID: 353336
Date :
Date Event
17 July 2012e-pub ahead of print
2012Published
Date Deposited: 05 Jun 2013 11:44
Last Modified: 17 Apr 2017 15:25
Further Information:Google Scholar
URI: http://eprints.soton.ac.uk/id/eprint/353336

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