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What You Don't Know Can Hurt You: Factors Impacting Diagnosis in the Automated Cockpit

机译:您不了解的内容可能会伤害您:影响自动驾驶舱诊断的因素

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Objective: We examined the impact of operational variables on diagnosis and decision-making processes, focusing on information search. Background: Arguably, the "best" decision-making processes in high-technology cockpits would be those that are both correspondent (objectively accurate) and coherent (rationally sound). In the electronic world, coherence in terms of identification and incorporation of all relevant information is both a prerequisite to and a limiting factor for accurate diagnosis and decision making. Method: Regional carrier pilots (N = 93) responded to six scenarios by accessing information to determine a diagnosis and decision. Results: Time pressure, a common operational variable, had a strong negative effect on information search and diagnosis accuracy, and the presence of noncongruent information heightened these negative effects. Unexpectedly, source of initial information (automated or other) did not impact any of the dependent variables. Diagnosis confidence was unrelated to accuracy and was negatively related to amount of information accessed. Conclusion: Results confirm both the need for coherence in diagnostic processes and the difficulty of maintaining it under time pressure. Application: One implication of the results of this study is that pilots in high-technology cockpits must be trained to utilize coherent diagnostic processes as standard operating procedure. Additionally, because thorough information search for diagnosis in an automated environment is essential, automated systems must be designed to foster coherent, and thus accurate, diagnostic processes.
机译:目的:我们研究了操作变量对诊断和决策过程的影响,重点是信息搜索。背景:可以说,高科技驾驶舱中的“最佳”决策过程是既相对应(客观准确)又连贯(合理)的决策过程。在电子世界中,在识别和合并所有相关信息方面的一致性是准确诊断和决策的先决条件和限制因素。方法:区域航空公司的飞行员(N = 93)通过访问信息来确定诊断和决策,从而对六个场景做出了响应。结果:时间压力是一种常见的操作变量,对信息搜索和诊断准确性有很大的负面影响,而不一致信息的存在会加剧这些负面影响。出乎意料的是,初始信息的来源(自动或其他)不会影响任何因变量。诊断的置信度与准确性无关,与获取的信息量负相关。结论:结果证实了诊断过程中一致性的必要性以及在时间压力下保持一致性的难度。应用:这项研究结果的一个暗示是,必须对高科技驾驶舱的飞行员进行培训,以将相干的诊断过程用作标准操作程序。此外,由于在自动化环境中进行彻底的信息搜索以进行诊断是必不可少的,因此必须将自动化系统设计为促进连贯且准确的诊断过程。

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