Degradations of Trust in Automation Associated with Repeated Monitoring Checks

Addison B. Bright, Jenna E. Cotter, N. Tenhundfeld
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Abstract

Automated systems, or systems that execute, either partially or fully, a function previously completed by a human operator, have become widely incorporated in society today. As the use of automated systems becomes more prevalent, over-trust and subsequent over-reliance on those systems can occur and users can become complacent in monitoring. To ensure the user is correctly monitoring a system, many companies have incorporated monitoring checks to increase situational awareness (SA) and performance; however, there has not been much research evaluating the consequences of repeated monitoring checks. These checks could have consequences that negatively affect the user’s trust, such as the "cry-wolf" effect, because the user is repeatedly reminded of imperfections in the system resulting in disuse of the system. In contrast, these checks could help calibrate trust, increase SA and performance, and promote appropriate use of the system. Understanding these consequences is essential in evaluating a user’s trust in the system. To test this, an experiment was designed that explored the impact of monitoring checks and reliability on the level of trust individuals report in the system. In this study, the 60s and 90s frequency of monitoring check conditions had the highest reported trust. However, not all significant results were consistent with previous knowledge of the impacts of reliability and the "cry-wolf" effect. The general pattern of results suggests that there is merit in highly reliable systems especially over intermediately reliable systems. Additionally, the results suggest a complex relationship between trust and the frequency of monitoring checks especially at the intermediate frequency groups.
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与重复监控检查相关的自动化信任退化
自动化系统,或部分或全部执行以前由人类操作员完成的功能的系统,已广泛地融入当今社会。随着自动化系统的使用越来越普遍,可能会出现对这些系统的过度信任和随后的过度依赖,用户可能会对监测感到自满。为了确保用户正确地监控系统,许多公司都采用了监控检查来提高态势感知(SA)和性能;然而,对反复监测检查的后果进行评估的研究并不多。这些检查可能会对用户的信任产生负面影响,比如“狼来了”效应,因为用户被反复提醒系统中的缺陷,导致系统被废弃。相反,这些检查可以帮助校准信任,提高SA和性能,并促进系统的适当使用。了解这些结果对于评估用户对系统的信任是至关重要的。为了验证这一点,我们设计了一个实验,探索监控检查和可靠性对个人在系统中报告的信任水平的影响。在本研究中,60年代和90年代监测检查条件的频率报告的信任度最高。然而,并非所有显著的结果都与先前关于可靠性和“狼叫”效应的影响的知识一致。结果的一般模式表明,在高可靠的系统中,特别是在中等可靠的系统中,存在优点。此外,结果表明信任与监测检查频率之间存在复杂关系,特别是在中频组。
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