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automation bias in a sentence

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  • Both expert and inexpert participants can exhibit automation bias as well as automation complacency.
  • According to one source, there are three main factors that lead to automation bias.
  • For example, the pilots of With the advancement in aviation technology, pilots fall in to automation bias
  • One study of pilots showed that the presence of a second crewmember in the cockpit did not affect automation bias.
  • One study found more automation bias among older users, but it was noted that could be a result not of age but of experience.
  • Studies in 2004 and 2008 that involved the effect of automated aids on diagnosis of breast cancer found clear evidence of automation bias involving omission errors.
  • Training that focused on the reduction of automation bias and related problems has been shown to lower the rate of commission errors, but not of omission errors.
  • An important factor in aviation-related automation bias is the degree to which pilots perceive themselves as responsible for the tasks being carried out by automated aids.
  • Two studies of automation bias in aviation discovered a higher rate of commission errors than omission errors, while another aviation study found 55 % omission rates and 0 % commission rates.
  • Sometimes automation bias in clinical settings is a major problem that renders CDSS, on balance, counterproductive; sometimes it is minor problem, with the benefits outweighing the damage done.
  • It's difficult to see automation bias in a sentence .
  • One study also found that when users are made aware of the reasoning process employed by a decision support system, they are likely to adjust their reliance accordingly, thus reducing automation bias.
  • Although automation bias occurs more often among persons who are inexperienced in a given task, inexperienced users exhibit the most performance improvement when they use CDSS . In one study, the use of CDSS improved clinicians'answers by 21 %, from 29 % to 50 %, with 7 % of correct non-CDSS answers being changed incorrectly.
  • Other factors leading to an over-reliance on automation and thus to automation bias include inexperience in a task ( though inexperienced users tend to be most benefited by automated decision support systems ), lack of confidence in one's own abilities, a lack of readily available alternative information, or desire to save time and effort on complex tasks or high workloads.
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