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Decision support and automation bias: methodology and preliminary results of a systematic review
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Goddard, Kate, Roudsari, Abdul and Wyatt, Jeremy C. (2011) Decision support and automation bias: methodology and preliminary results of a systematic review. In: Borycki, Elizabeth M. and Bartle-Clar, John M. and Househ, Mowafa S. and Kuziemsky, Craig E. and Schraa, Ellen G., (eds.) International Perspectives in Health Informatics. Studies in Health Technology and Informatics, Vol.164 . Amsterdam, The Netherlands: IOS Press, pp. 3-7. ISBN 978-1-60750-708-6
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Official URL: http://dx.doi.org/10.3233/978-1-60750-709-3-3
Abstract
Automation bias – or a tendency to over-rely on automation – is a subject which has been studied in a variety of academic fields. Clinical Decision Support Systems (CDSS) aim to benefit the clinical decision making process. Although most research shows overall improved performance with use, there is often a failure to recognize the new errors that CDSS can introduce, and as such the healthcare field has a gap in this research. This paper summarizes the methodology and preliminary results of a systematic review over a broad range of fields into the effects of over-reliance on automation. Results indicate that though automation bias is a significant phenomenon, it is not well defined, and there is a gap in the research which must be addressed to optimize the use of decision support.
| Item Type: | Book Item |
|---|---|
| Subjects: | R Medicine > R Medicine (General) T Technology > TA Engineering (General). Civil engineering (General) |
| Divisions: | Faculty of Science > WMG (Formerly the Warwick Manufacturing Group) |
| Series Name: | Studies in Health Technology and Informatics |
| Publisher: | IOS Press |
| Place of Publication: | Amsterdam, The Netherlands |
| ISBN: | 978-1-60750-708-6 |
| Book Title: | International Perspectives in Health Informatics |
| Editor: | Borycki, Elizabeth M. and Bartle-Clar, John M. and Househ, Mowafa S. and Kuziemsky, Craig E. and Schraa, Ellen G. |
| Date: | 15 February 2011 |
| Volume: | Vol.164 |
| Number of Pages: | 448 |
| Page Range: | pp. 3-7 |
| Identification Number: | 10.3233/978-1-60750-709-3-3 |
| Status: | Not Peer Reviewed |
| Publication Status: | Published |
| Access rights to Published version: | Restricted or Subscription Access |
| URI: | http://wrap.warwick.ac.uk/id/eprint/47808 |
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