An Examination of Individual Differences in Monitoring for Automation Failures

Automation-induced complacency has been documented as a cause or contributing factor in many airplane accidents throughout the last two decades. It is surmised that the condition results when a crew is working in highly reliable automated environments in which they serve as supervisory controllers monitoring system states for occasional automation failures. Although many reports have discussed the dangers of complacency, little empirical research has been produced to substantiate its harmful effects on performance as well as what factors produce complacency. There have been some suggestions, however, that individual characteristics could serve as possible predictors of performance in automated systems. The present study examined the relationship between the individual differences of complacency potential, boredom proneness, and cognitive failure with automation induced complacency. Workload and boredom scores were also collected and analyzed in relation to the three individual differences. The results of the study demonstrated that there are personality predispositions that influence whether an individual will succumb to automation-induced complacency. Theoretical and practical implications are discussed.

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Publication Details

Journal
ODU Digital Commons (Old Dominion University)
Published
2024-10-23
DOI
https://doi.org/10.25777/4jn8-dm74
Primary Topic
Wood and Agarwood Research
Type
article
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article

An Examination of Individual Differences in Monitoring for Automation Failures

ODU Digital Commons (Old Dominion University)
Wood and Agarwood Research
article

An Examination of Individual Differences in Monitoring for Automation Failures

article en

Abstract

Automation-induced complacency has been documented as a cause or contributing factor in many airplane accidents throughout the last two decades. It is surmised that the condition results when a crew is working in highly reliable automated environments in which they serve as supervisory controllers monitoring system states for occasional automation failures. Although many reports have discussed the dangers of complacency, little empirical research has been produced to substantiate its harmful effects on performance as well as what factors produce complacency. There have been some suggestions, however, that individual characteristics could serve as possible predictors of performance in automated systems. The present study examined the relationship between the individual differences of complacency potential, boredom proneness, and cognitive failure with automation induced complacency. Workload and boredom scores were also collected and analyzed in relation to the three individual differences. The results of the study demonstrated that there are personality predispositions that influence whether an individual will succumb to automation-induced complacency. Theoretical and practical implications are discussed.

ODU Digital Commons (Old Dominion University)
Dominion University College (GH), Old Dominion University (US)
Openalex Percentile: Top 68%
Wood and Agarwood Research
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An Examination of Individual Differences in Monitoring for Automation Failures · ODU Digital Commons (Old Dominion University) (2024) | TGRS Research Map | TGRS