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Predicting Pilots' Risk-Taking Behavior Through an Implicit Association Test

机译:通过内隐联想测验预测飞行员的冒险行为

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Objective: The Implicit Association Test (IAT), in combination with a battery of additional psychometric tests, was employed to examine the accuracy with which it predicts pilots' risk-taking behavior. Background: Risk management is an integral part of piloting. Many factors affect pilots' risk management, including individual differences. Therefore, employing a unique methodology from social cognition, the present study examined the influence of attitude, as measured implicitly through the IAT, personality, and flight experience variables on pilots' risk-taking behavior. Method: In addition to a simulated flight on a computer-based flight simulator, 35 pilots completed a battery of psychometric tests. Results: Among the 6 risk perception variables, 10 risk attitude variables, and 2 experience variables, only 2 variables were found to be significantly related with in-flight risk-taking behavior: everyday risk (risk perception) and the IAT effect (attitude). Of these, the IAT effect was the strongest predictor of flight behavior. Conclusion: The results indicate that implicit attitudinal measures, such as the IAT, provide a more accurate forecast of pilot behavior than do the more traditional explicit attitudinal or personality measures. Application: An implicit attitudinal measure can be proactively employed to identify pilots who are potentially more likely to engage in high-risk activities, hence permitting a more strategic approach to pilot training.
机译:目的:内隐联想测验(IAT)结合一系列附加的心理测验被用来检验其预测飞行员冒险行为的准确性。背景:风险管理是试点的组成部分。许多因素影响飞行员的风险管理,包括个人差异。因此,本研究采用一种来自社会认知的独特方法,研究了态度的影响,该态度是通过IAT,性格和飞行经历变量对飞行员的冒险行为进行隐性测量的。方法:除了在基于计算机的飞行模拟器上进行模拟飞行外,还有35名飞行员完成了一系列心理测验。结果:在6个风险感知变量,10个风险态度变量和2个经验变量中,仅发现2个变量与飞行中的冒险行为密切相关:日常风险(风险感知)和IAT效果(态度) 。其中,IAT效应是飞行行为的最强预测因子。结论:结果表明,与更传统的显式态度或人格测量方法相比,隐性态度方法(如IAT)可提供对飞行员行为的更准确预测。应用:可以主动采用隐式态度测量来识别可能更可能从事高风险活动的飞行员,从而为飞行员培训提供更具战略性的方法。

著录项

  • 来源
    《Human Factors》 |2009年第6期|p.845-857|共13页
  • 作者单位

    University of New South Wales, Aviation Room 205C, Old Main Building, Sydney, New South Wales 2052, Australia;

    University of New South Wales, Sydney, New South Wales, Australia;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);美国《化学文摘》(CA);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-18 02:19:08

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