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Consistency of the Relations of Cognitive Ability and Personality Traits to Pilot Training Performance 认知能力、人格特质与飞行员训练绩效关系的一致性
Pub Date : 2014-09-30 DOI: 10.1080/10508414.2014.949200
T. Carretta, M. S. Teachout, M. Ree, Erica Barto, R. King, Charles F. Michaels
The predictive validity of cognitive ability and personality traits was examined in large samples of U.S. Air Force pilot trainees. Criterion data were collected between 1995 and 2008 from 4 training bases across 3 training tracks. Analyses also examined consistency in pilot aptitude and training outcomes. Results were consistent with previous research indicating cognitive ability is the best predictor of pilot training performance. There were few differences across training tracks, bases, and years, and none was large. Overall, results illustrated the consistency of the quality of pilot trainees as assessed by cognitive ability and personality trait measures, and the consistency of these measures in predicting training performance over time. This consistency results in a more stable training system, enabling greater efficiency and effectiveness.
以美国空军飞行员学员为研究对象,对认知能力和人格特征的预测有效性进行了研究。标准数据收集于1995年至2008年间,来自3个培训轨道的4个培训基地。分析还检查了飞行员资质和培训结果的一致性。结果与先前的研究一致,表明认知能力是飞行员训练绩效的最佳预测因子。训练轨道、基地和年份之间的差异很小,而且都不大。总体而言,研究结果表明,认知能力和人格特质测量对受训飞行员素质的评估具有一致性,这些测量在预测培训绩效方面也具有一致性。这种一致性导致更稳定的培训系统,使更高的效率和效力。
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引用次数: 41
The Development of a Measure to Assess Perceptions of the Advanced Aircraft Training Climate 一种评估先进飞机训练气候感知的措施的发展
Pub Date : 2014-07-03 DOI: 10.1080/10508414.2014.918441
Prevendren Naidoo, P. Schaap, L. Vermeulen
Training attitudes and airline pilots’ specific learning experiences are antecedents, which affect human behavior on the flight deck in various ways. This article reports on the development and psychometric evaluation of a scale to assess aviators’ perceptions of the training environment associated with technologically complex advanced aircraft. A sample of 229 airline pilots provided data to explore the latent structure of the hypothesized research construct. Principal axis factor analysis produced a 3-factor model consisting of organizational professionalism, intrinsic motivation, and individual control of training outcomes, with highly acceptable Cronbach’s alpha reliability coefficients.
训练态度和航空公司飞行员的具体学习经历是前因,它们以各种方式影响着驾驶舱上的人的行为。本文报告了一个量表的开发和心理测量评估,以评估飞行员对与技术复杂的先进飞机相关的训练环境的看法。229名航空公司飞行员的样本提供了数据来探索假设研究结构的潜在结构。主轴因子分析产生了由组织专业性、内在动机和培训结果的个人控制组成的三因素模型,具有高度可接受的Cronbach 's α信度系数。
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引用次数: 3
Enhancing NextGen RNAV Capabilities: Human Performance Evaluation of NRS Waypoint Nomenclatures 增强下一代RNAV能力:NRS航路点命名的人类性能评估
Pub Date : 2014-07-03 DOI: 10.1080/10508414.2014.918409
B. Christopher, Shawn A Pruchnicki, B. Burian, S. Cotton
As part of the Next Generation Air Transportation System (NextGen) initiative, a redevelopment of the high-altitude airspace is underway to realize the benefits of area navigation (RNAV) capabilities. Three nomenclatures were evaluated as possible alternatives to the current waypoint nomenclature used in the Navigation Reference System (NRS). A part-task study was conducted to assess if speed of NRS waypoint location on an en route chart, speed of flight management system (FMS) entry, number of FMS entry errors, and NRS waypoint reroute use were different among the nomenclatures tested. Overall preference was also assessed.
作为下一代航空运输系统(NextGen)计划的一部分,高空空域的再开发正在进行中,以实现区域导航(RNAV)能力的优势。评估了三种命名法,作为当前导航参考系统(NRS)中使用的航点命名法的可能替代方案。进行了一项部分任务研究,以评估NRS航路点在航路图上的定位速度、飞行管理系统(FMS)输入速度、FMS输入错误数量和NRS航路点改道使用在被测试的命名中是否存在差异。总体偏好也被评估。
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引用次数: 0
A Holistic View of Cockpit Performance: An Analysis of the Assessment Discourse of Flight Examiners 座舱性能的整体观:飞行审查员考核话语分析
Pub Date : 2014-07-03 DOI: 10.1080/10508414.2014.918434
Timothy J. Mavin, Wolff‐Michael Roth
What pilots do on the job frequently is analyzed in terms of individual skills and human factors. Performances often do not consist of separable skills but of a holistic event, which can be analyzed into irreducible, mutually constitutive moments. A discursive psychology approach was used to analyze the discourse of flight examiners, based on 7 extended interviews about performance aspects. This study shows that in the discourse of flight examiners, cockpit performance is presented holistically, even though it manifests itself in different ways. Six main discourse repertoires are identified in examiners’ discourse about flight deck performance, each of which has between 3 and 5 identifiable subdimensions. Case studies show the connectedness and interdetermination of the 6 main repertoires for talking about what pilots do and how they do it.
飞行员在工作中经常做的事情是根据个人技能和人为因素来分析的。表演通常不是由可分离的技巧组成,而是由一个整体事件组成,它可以被分析成不可约的、相互构成的时刻。运用话语心理学方法对飞行考官的话语进行分析,基于7个关于绩效方面的扩展访谈。本研究表明,在飞行审核员的话语中,驾驶舱性能是整体呈现的,尽管它以不同的方式表现出来。在审查员关于飞行甲板性能的话语中,确定了六个主要话语库,每个话语库都有3到5个可识别的子维度。案例研究表明,在谈论飞行员做什么以及如何做时,这6种主要技能之间存在着联系和相互决定。
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引用次数: 20
Why Aircraft Maintenance Technicians Sometimes Do Not Use Their Maintenance Documents: Towards a New Qualitative Perspective 为什么飞机维修人员有时不使用维修文件:一个新的定性视角
Pub Date : 2014-07-03 DOI: 10.1080/10508414.2014.918444
Herimanana Zafiharimalala, David Robin, A. Tricot
The aim of this article is to present an exploratory study aiming to understand the use of maintenance documentation by the technicians in the aircraft maintenance context and why they do not systematically use it. We seek to establish a global model based on the results. Previous studies can provide us with an understanding of why aircraft maintenance technicians sometimes do not follow the requisite procedure. Here we use these empirical data and psychological models as a framework, and consider the use by an aircraft maintenance technician of a document specifically as an information-seeking task and as a secondary task. A qualitative survey involving 13 maintenance technicians was conducted, with observations and semidirected interviews. The survey gives preliminary results about why, when, and how technicians use their maintenance documents, and why they sometimes do not use them although they are required to do so. Thus, the decision by an aircraft technician to use or not use a prescribed document in a maintenance operation should be viewed in terms of a conflict among 3 priorities: safety, legality, and efficiency. However, the explorative nature of the study involves the need to deal with the issue in depth. It could allow to validate or not the conflict of the three priorities. The results presented here could be the basis for further study to this purpose.
本文的目的是提出一项探索性研究,旨在了解飞机维修背景下技术人员使用维修文件的情况,以及为什么他们没有系统地使用它。我们试图在研究结果的基础上建立一个全球模型。以往的研究可以帮助我们理解为什么飞机维修技术人员有时不遵循必要的程序。在这里,我们将这些经验数据和心理模型作为一个框架,并将飞机维修技术人员使用文档作为一项信息查找任务和一项次要任务。采用观察法和半定向访谈法对13名维修技术人员进行了定性调查。调查给出了关于技术人员为什么、何时以及如何使用他们的维护文件,以及为什么他们有时不使用这些文件,尽管他们被要求这样做的初步结果。因此,飞机技术人员在维修操作中使用或不使用规定文件的决定应从安全、合法性和效率这三个优先事项之间的冲突来看待。然而,研究的探索性涉及到需要深入处理这个问题。它可以允许验证或不验证三个优先事项的冲突。这里提出的结果可以作为进一步研究的基础。
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引用次数: 13
The Role of the Helicopter Pilot in Terms of Relevant Requirements for Helicopter Takeoff 直升机飞行员在直升机起飞相关要求中的作用
Pub Date : 2014-07-03 DOI: 10.1080/10508414.2014.918430
Steffen Greiser, J. Wolfram, Anna Schieben
Currently, the German Aerospace Center performs research on assistance systems for helicopters that help pilots to perform their missions even in bad weather conditions. One part of the assistance system is the navigation system with automatic flight path planning. The objective of this article is to clarify if pilots perform the planning of flight paths in the same way. An interview with 68 participants was conducted to evaluate essential differences between the pilots’ cognitive processes and build a basis for the user-centered design of the navigation system. The interview assessed user-specific requirements that can be used as input for the path planning algorithms. The results recommend the usage of individual pilot requirements for path planning applications. With individually adjusted navigation systems, the potential mismatch between pilots’ expectations and the actually computed flight paths is expected to be minimized.
目前,德国航空航天中心正在研究直升机辅助系统,以帮助飞行员在恶劣天气条件下执行任务。辅助系统的一部分是具有自动航迹规划功能的导航系统。这篇文章的目的是澄清飞行员是否以同样的方式执行飞行路径规划。对68名参与者进行了访谈,以评估飞行员认知过程的本质差异,并为以用户为中心的导航系统设计奠定基础。访谈评估了用户特定的需求,这些需求可以用作路径规划算法的输入。结果建议使用个别飞行员要求的路径规划应用程序。有了单独调整的导航系统,飞行员的期望和实际计算的飞行路径之间的潜在不匹配有望被最小化。
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引用次数: 1
Commentary on the Article by Turner: Cultural Complexity in Pilot Selection 特纳文章评析:飞行员选拔中的文化复杂性
Pub Date : 2014-04-03 DOI: 10.1080/10508414.2014.892766
M. Wiggins, Barbara Griffin
Turner recounts a process of self-reflection and organizational review in which a flight training organization with a contract to educate pilots from the People’s Republic of China adapted and revised both its selection and its training and development strategies to account for differences in culture and practice. Quite rightly, the role of culture is central to this discussion, as it impacts both the selection of candidates for training and the response to training once candidates are selected. The difficulty for the flight training organization involved educating prospective pilots who might not necessarily possess the aptitude, but whose family has invested significant resources in acquiring a position in the training program. Inevitably, this imposed significant demands on both the flight training organization and the candidates to perform at the requisite standard necessary for success. Once selected into the training program, it became difficult to identify and then exclude candidates from training, to the point where significant resources were being invested before poorly performing candidates were identified and finally excluded from further training. The identification of poorly performing trainees was exacerbated by self-imposed protective measures among the candidates that included the support of colleagues, which, in some cases, might have masked poor performance. The development of a strong in-group identity was possibly accentuated by the highly collectivist nature of the Chinese culture, together with the location of the training program outside China and schooled by non-Chinese educators. As part of a review process, members of the flight training organization noted the importance of managing the initial selection process, because the cultural characteristics that would emerge postselection would be very difficult to manage. Culture, in and of itself, is a ubiquitous construct, but one that is all too often overlooked in the development and assessment of training initiatives. Capitalizing on the characteristics of underlying culture can improve performance in some contexts, and degrade performance in others (Helmreich & Merritt, 2001). Importantly, however, culture, whether it is at the organizational or national level, has a pervasive effect and this is recognized and accepted by Turner. To obviate the requirement to potentially exclude trainees following their arrival in Canada, the flight training organization developed an in-country process where prospective applicants would complete part of the knowledge-based syllabus in-country (China) and, on the basis of
特纳讲述了一个自我反思和组织审查的过程,在这个过程中,一家与中华人民共和国签订了培训飞行员合同的飞行培训机构调整和修订了其选拔、培训和发展战略,以考虑文化和实践的差异。文化的作用是这个讨论的核心,因为它既影响了培训候选人的选择,也影响了候选人被选中后对培训的反应。飞行培训机构的困难在于培养未来的飞行员,他们可能不一定具备这种能力,但他们的家庭已经投入了大量资源,以便在培训项目中获得一个职位。不可避免地,这对飞行训练组织和候选人都提出了重要的要求,以达到成功所必需的必要标准。一旦被选入培训计划,就很难确定并将候选人排除在培训之外,以至于在确定表现不佳的候选人并最终将其排除在进一步培训之外之前,已经投入了大量资源。候选人中自我强加的保护措施,包括同事的支持,加剧了对表现不佳的受训人员的识别,在某些情况下,这些措施可能掩盖了表现不佳的情况。中国文化的高度集体主义性质,加上培训项目的地点在中国以外,并由非中国教育者授课,可能加剧了强烈的群体内认同的发展。作为审查过程的一部分,飞行训练组织的成员注意到管理最初选拔过程的重要性,因为选拔后出现的文化特征将非常难以管理。文化本身是一个无处不在的结构,但在培训计划的发展和评估中却常常被忽视。利用潜在文化的特征可以在某些情况下提高绩效,而在其他情况下会降低绩效(Helmreich & Merritt, 2001)。然而,重要的是,文化,无论是在组织层面还是在国家层面,都具有普遍的影响,这是特纳承认和接受的。为了避免学员抵达加拿大后可能被排除在外的要求,飞行培训组织制定了一个国内流程,潜在申请人将在国内(中国)完成部分基于知识的教学大纲,并基于以下内容
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引用次数: 4
Commentary on the Article by Weissmuller and Damos 韦斯穆勒和达莫斯文章评论
Pub Date : 2014-04-03 DOI: 10.1080/10508414.2014.896625
M. Martinussen, B. Handegård
The article by Weissmuller and Damos provides an overview of how validation studies are normally conducted within the field of pilot selection, and it presents statistical approaches to predict pilot performance and a new way to develop selection system processes. A major focus of the article is to suggest new approaches when there is a shortage of pilot applicants. Validation studies are an important part of developing a selection system, and they also form the basis for evidencebased practice. A typical validation study is conducted on a military sample using pass–fail in basic training as a criterion. The validation studies are sometimes also based on a relatively small sample with no correction for statistical artifacts such as range restriction and criterion reliability (Martinussen, 1996). Weissmuller and Damos address several important aspects when conducting a validation study, including the problem with using multiple linear regression (MLR) when the statistical assumptions are violated, such as using a dichotomous criterion instead of a continuous one. This will undoubtedly lead to less precise estimated regression coefficients. We completely agree with Weissmuller and Damos that MLR is not appropriate when the dependent variable is dichotomous. In their review of statistical methods they state that “both MLR and LDA [linear discriminant analysis] assume multivariate normality for the independent variables.” This is a bit imprecise, as MLR assumes no particular distribution for the predictors. The normality assumption in MLR is that for a particular combination of values for the predictors, the dependent variable should follow a normal distribution. So the effect of this assumption is that residuals (or errors) should be normally distributed. The normal distribution assumption is automatically violated if MLR is used as a dichotomous dependent variable, as the errors for a given combination of predictor values only can take on one of two different values. Also, the homoscedasticity and linearity assumption is violated when using MLR on a dichotomous dependent variable. Therefore, violating the assumption of a continuous dependent variable in MLR gives, in reality, a violation of three of the basic MLR assumptions (see, e.g., Cortina, 2002). A critical point in any validation study is the choice of criterion. Ideally, it should be reliable, valid, and relevant to the organization. The use of pass–fail in training has been criticized for being a poor indicator of actual pilot performance, whether this is performance as a fighter pilot or as an airline captain. Sometimes, as indicated in the Weissmuller and Damos review, the pass–fail rate is very skewed, which leads to even bigger problems with documenting the predictive validity of the predictors. The pass–fail criterion could also be contaminated by irrelevant
Weissmuller和Damos的文章概述了在飞行员选择领域中通常如何进行验证研究,并提出了预测飞行员表现的统计方法和开发选择系统流程的新方法。本文的一个主要焦点是在试点申请人短缺的情况下提出新的方法。验证研究是开发选择系统的重要组成部分,也是基于证据的实践的基础。以基础训练及格不及格为标准,对某军事样本进行了典型的验证研究。验证研究有时也基于相对较小的样本,没有对诸如范围限制和标准可靠性等统计伪象进行校正(Martinussen, 1996)。Weissmuller和Damos在进行验证研究时解决了几个重要的方面,包括在违反统计假设时使用多元线性回归(MLR)的问题,例如使用二分类标准而不是连续标准。这无疑会导致估计的回归系数不那么精确。我们完全同意Weissmuller和Damos的观点,即当因变量是二分类时,MLR是不合适的。在他们对统计方法的回顾中,他们指出“MLR和LDA(线性判别分析)都假设自变量的多变量正态性。”这有点不精确,因为MLR没有假设预测因子的特定分布。MLR中的正态性假设是,对于预测值的特定组合,因变量应遵循正态分布。因此,这个假设的效果是残差(或误差)应该是正态分布的。如果使用MLR作为二分类因变量,则会自动违反正态分布假设,因为给定预测值组合的误差只能取两个不同值中的一个。此外,当对二分类因变量使用MLR时,违反了均方差和线性假设。因此,违反MLR中连续因变量的假设,实际上违反了三个基本的MLR假设(参见,例如,Cortina, 2002)。任何验证性研究的一个关键点是标准的选择。理想情况下,它应该是可靠的、有效的,并且与组织相关。在训练中使用及格-不及格的方法被批评为不能很好地反映飞行员的实际表现,无论是作为战斗机飞行员还是作为航空公司机长。有时候,正如Weissmuller和Damos的评论所指出的那样,通过率和不合格率是非常扭曲的,这导致了记录预测器预测有效性的更大问题。合格-不合格标准也可能被“不相干”所污染
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引用次数: 3
Effect of Mild Hypoxia on Working Memory, Complex Logical Reasoning, and Risk Judgment 轻度缺氧对工作记忆、复杂逻辑推理和风险判断的影响
Pub Date : 2014-04-03 DOI: 10.1080/10508414.2014.892751
S. Legg, S. Hill, A. Gilbey, A. Raman, Z. Schlader, T. Mündel
Mild hypoxia, typically equivalent to a pressurized aircraft cabin altitude of 2,438 m (8,000 ft), does not generally affect well-learned cognitive, vigilance, and perceptual-motor performance. Learning and novel and complex cognitive tasks involving multiple demands, however, might be impaired. This study evaluated whether complex cognition—as assessed by complex reasoning, multiple memory, and risk judgment—was impaired during mild hypoxia. Using a normobaric single-blind crossover design, 25 healthy nonsmoking male participants breathed normoxic (FiO2 = 0.206) or hypoxic air (FiO2 = 0.143) equivalent to 2,438 m for 2 hr and performed the following tasks at baseline, 30 min, and 90 min: (a) a complex logical reasoning task that assessed accuracy, response time, and a reasoning quality index for easy (nonconflict valid), difficult (nonconflict invalid), fairly difficult (conflict valid), and very difficult (conflict invalid) syllogisms; (b) a multiple memory test that assessed sentence judgment error, working memory span, and prospective memory; and (c) a simple vigilance psychomotor task that assessed the frequency and mean time that a disc was outside a target area and braking reaction time. They also completed a self-perceived risk judgement questionnaire near the end of each exposure. After 90 min, the mean change in working memory span for mild hypoxia (M = 0.9, SD = 4.6) was significantly less than for normoxia (M = 4.4, SD = 7.2). The reasoning quality index for conflict invalid syllogisms for mild hypoxia (M = 0.22, SD = 0.29) was marginally significantly less than for normoxia (M = 0.39, SD = 0.35). The chances of these findings occurring by chance cannot be discounted, but are small. Although this study suggests that mild hypoxia might impair working memory and complex logical reasoning involving difficult conflicts, further studies using more discerning tests of cognition are warranted.
轻度缺氧,通常相当于加压飞机客舱高度2438米(8000英尺),一般不会影响良好的认知、警觉性和感知运动表现。然而,涉及多种需求的学习和新颖复杂的认知任务可能会受损。这项研究评估了在轻度缺氧时,复杂认知——通过复杂推理、多重记忆和风险判断来评估——是否受损。采用常压单盲交叉设计,25名健康的非吸烟男性受试者呼吸相当于2,438 m的常压(FiO2 = 0.206)或低氧(FiO2 = 0.143)空气2小时,并在基线、30分钟和90分钟执行以下任务:(a)一个复杂的逻辑推理任务,评估简单(无冲突有效)、困难(无冲突无效)、相当困难(冲突有效)和非常困难(冲突无效)三段论的准确性、响应时间和推理质量指标;(b)多项记忆测试,评估句子判断错误、工作记忆广度和前瞻记忆;(c)一个简单的警觉性精神运动任务,评估圆盘在目标区域外的频率和平均时间以及制动反应时间。在每次暴露结束时,他们还完成了一份自我感知风险判断问卷。90 min后,轻度缺氧组(M = 0.9, SD = 4.6)的工作记忆广度平均变化显著小于正常缺氧组(M = 4.4, SD = 7.2)。轻度缺氧组(M = 0.22, SD = 0.29)冲突无效三段论的推理质量指数略低于正常缺氧组(M = 0.39, SD = 0.35)。这些发现偶然发生的可能性不容忽视,但可能性很小。虽然这项研究表明轻度缺氧可能会损害工作记忆和复杂的逻辑推理,包括困难的冲突,但进一步的研究需要使用更有洞察力的认知测试。
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引用次数: 18
Commentary on the Article by Weissmuller and Damos: Statistical Models and the Structure of Selection Processes in Pilot Selection Systems 对Weissmuller和Damos文章的评论:试点选择系统中的统计模型和选择过程的结构
Pub Date : 2014-04-03 DOI: 10.1080/10508414.2014.892746
D. Broach
Pilot selection has long been a keystone topic in aviation psychology. Weissmuller and Damos provide a succinct overview of two key issues in designing pilot selection systems: the statistical model on which a given selection system is predicated and the structure of the selection system operationalizing the statistical model. The class or type of statistical model to use in a pilot selection system is often subject to intense debate, at least among the consulting psychologists. The structure of the selection system is equally debatable, especially when economic and pragmatic management concerns are considered. In this commentary, I consider briefly the statistical models and the selection system structure as discussed by Weissmuller and Damos—and venture some questions for future research on pilot selection.
飞行员选拔一直是航空心理学的重要课题。Weissmuller和Damos简要概述了设计试点选择系统的两个关键问题:预测给定选择系统的统计模型和使统计模型运行的选择系统的结构。在试点选择系统中使用的统计模型的类别或类型经常受到激烈的争论,至少在咨询心理学家中是这样。选拔制度的结构同样值得商榷,特别是考虑到经济和实际管理问题时。在这篇评论中,我简要地考虑了Weissmuller和damos所讨论的统计模型和选择系统结构,并为未来的试点选择研究提出了一些问题。
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引用次数: 2
期刊
The International journal of aviation psychology
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