Related Experiment Videos
Decision support and automation bias: methodology and preliminary results of a systematic review
Kate Goddard1, Abdul Roudsari, Jeremy Wyatt
1Centre for Health Informatics, City University, London, UK. kate.goddard.1@city.ac.uk
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.
Related Concept Videos
Decision Making
Automatic decision-making is fast, intuitive, and relies on gut feelings...
Decision Making: Traditional Method
First, a specific claim about the population parameter is decided based on the research question and is stated in a simple form. Further, an opposing statement to this claim is also stated. These statements can act as null and alternative hypotheses, out of which a null hypothesis would be a...
Bias
In statistics, a sampling bias is created when a sample is collected from a population, and some members of the population are not as likely to be chosen as others (remember, each member...
Halo Effect
The Anchoring-and-Adjustment Heuristic
Motivational Bias