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Investigation of Pilot Inceptor Workload and Workload Buildup Technique Through Simulator and In-Flight Studies 通过模拟器和飞行研究对飞行员干扰载荷和负荷增加技术的研究
IF 1.3 4区 心理学 Q4 PSYCHOLOGY, APPLIED Pub Date : 2022-01-01 DOI: 10.1080/24721840.2021.1937173
M. Babu
ABSTRACT Objective This study investigates the relationship of pilot inceptor workload (PIW) with the workload buildup flight test technique (WBFTT) with various conditions of pilot workload, for objective aircraft handling qualities (HQ) evaluation. Background HQ evaluation of a piloted aircraft remains an elusive area of flight testing, due to the existing subjective evaluation technique for the pilot workload. The pilot control inceptor being an important interface for a pilot with the aircraft, it is the best tool to estimate pilot workload. Method The statistical model of this research involved 3 independent variables, namely aircraft flying qualities, secondary task, and boundary effect of WBFTT, each differently affecting the pilot workload. Two studies were undertaken on a fixed-base, variable-stability HQ research flight simulator with military test pilots. In-flight study of pilot inceptor movement was undertaken in an advanced jet trainer aircraft during high pilot-gain air-to-ground target tracking tasks. Results The results of simulator studies validated the relationships of PIW and WBFTT with statistical significance from a wide set of data, with variations in pilot workload in terms of flying qualities and secondary task. The in-flight studies validated the effects of high pilot gain and proximity to ground (boundary), on the pilot inceptor movements, in training combat maneuvers. Conclusion Studies manifested PIW as a simple and direct measure to estimate pilot workload and WBFTT as an effective technique for HQ stress testing with high pilot gain.
摘要目的研究飞行员诱导载荷(PIW)与负荷累积飞行试验技术(WBFTT)在不同负荷条件下的关系,为客观评价飞机操纵质量(HQ)提供依据。由于现有的对飞行员工作量的主观评估技术,对有人驾驶飞机的背景HQ评估仍然是飞行测试中一个难以捉摸的领域。飞行员控制接收机是飞行员与飞机的重要接口,是估计飞行员工作负荷的最佳工具。方法本研究的统计模型包含3个自变量,即飞机飞行质量、次要任务和WBFTT的边界效应,每个变量对飞行员工作量的影响不同。两项研究是在固定基地、可变稳定性的总部研究飞行模拟器上进行的,有军事试飞员。在高增益空对地目标跟踪任务中,对某型喷气教练机的导弹器运动进行了研究。结果模拟器研究的结果验证了PIW和WBFTT之间的关系具有统计学意义,从广泛的数据集来看,飞行员在飞行质量和次要任务方面的工作量是不同的。飞行中的研究验证了高飞行员增益和接近地面(边界)对训练战斗机动中飞行员启动器运动的影响。结论研究表明,PIW是评估飞行员工作量的一种简单、直接的方法,WBFTT是高增益飞行员HQ压力测试的有效方法。
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引用次数: 2
The Effect of Caffeine and Sleep Quality on Military Pilot Students’ Flight Performance-Related Cognitive Function 咖啡因和睡眠质量对军事飞行员学员飞行成绩相关认知功能的影响
IF 1.3 4区 心理学 Q4 PSYCHOLOGY, APPLIED Pub Date : 2022-01-01 DOI: 10.1080/24721840.2022.2034505
Nuttaporn Utamatanin, P. Pariwatcharakul
ABSTRACT Objective To assess the effect of caffeine and sleep quality on the flight performance-related cognitive function. Background High levels of cognitive performance in pilots is required for flight safety. Methods Students at a military flight school in Thailand were invited to participate in this study. Exclusion criteria was positive screening for caffeine use disorder. We examined three cognitive functions required for flight performance: (1) vigilance (Mackworth Clock Test), (2) situational awareness, including memory (Corsi block-tapping test) and spatial reasoning (mental rotation test), and (3) reaction time (Deary-Liewald task). Neuropsychological tasks were performed before and 30 minutes after drinking a bottle of 220 ml coffee containing 143 mg of caffeine. Sleep quality was measured by the Thai-Pittsburgh Sleep Quality Index. Results Twenty-nine healthy males without caffeine use disorder with a mean age of 25.1 years were enrolled. After low-dose caffeine intake (<3 mg/kg body weight), cognitive performance improved significantly in vigilance, situation awareness, and reaction time. Baseline cognitive performance was not different between high (HSQ) and low sleep quality (LSQ) groups. After drinking coffee, however, participants with HSQ demonstrated improvements in vigilance and reaction time, while the LSQ group had improved vigilance only. Conclusion Low dose caffeine improved vigilance, situational awareness, and reaction time which were cognitive functions required for flight performance. The cognitive-enhancing effect of caffeine was more obvious in student pilots with high-quality sleep.
【摘要】目的探讨咖啡因和睡眠质量对飞行表现相关认知功能的影响。飞行安全需要飞行员有高水平的认知能力。方法邀请泰国某军事飞行学校的学生参与本研究。排除标准为咖啡因使用障碍阳性筛查。我们研究了飞行表现所需的三种认知功能:(1)警觉性(Mackworth Clock Test),(2)态势感知,包括记忆(Corsi block-tapping Test)和空间推理(mental rotation Test),以及(3)反应时间(dery - liewald task)。研究人员在饮用一瓶含有143毫克咖啡因的220毫升咖啡之前和30分钟后分别进行了神经心理学测试。睡眠质量通过泰国-匹兹堡睡眠质量指数来衡量。结果入选29名无咖啡因使用障碍的健康男性,平均年龄25.1岁。低剂量咖啡因摄入(<3 mg/kg体重)后,认知表现在警惕性、情境意识和反应时间方面显著改善。基线认知表现在高(HSQ)和低睡眠质量(LSQ)组之间没有差异。然而,喝了咖啡后,HSQ组的参与者表现出警惕性和反应时间的改善,而LSQ组只有警惕性的改善。结论低剂量咖啡因可提高警觉性、态势感知能力和反应时间,这是飞行表现所需的认知功能。咖啡因的认知增强作用在高质量睡眠的飞行员学生中更为明显。
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引用次数: 0
Risk-taking Propensity: A Comparison between Pilots and Members of the General Population 冒险倾向:飞行员与普通人群的比较
IF 1.3 4区 心理学 Q4 PSYCHOLOGY, APPLIED Pub Date : 2022-01-01 DOI: 10.1080/24721840.2021.1978847
Yassmin Ebrahim, B. Molesworth, William G. Rantz
ABSTRACT Objective The aim of this research was to understand risk, predictors of risk, and for pilots the relationship between personality as determined by the risk prediction scales and flight performance. Background Risk-taking is a topic that draws attention because of its link with the causation of injury. In the literature, there are a large number of papers linking personality traits to self-reported risk-taking, in addition to theoretical commentaries. In contrast, there are very few empirical studies that examine the link between personality traits, such as risk-taking and actual risk-taking behavior. Method One hundred university students with no flying experience (59 females) and 17 pilots (five females) completed a battery of personality and risk scales. Pilots were also tasked to complete a simulated flight involving a low-level flying task. Results The results revealed that pilots had a higher propensity for risk than the general population. However, this risk was tempered by the personality factor of self-control. Evidence of this juxtaposed position was present during the simulated flight; pilots’ propensity for risky behavior was inversely related to actual risk-taking behavior. Conclusion These results indicate a dichotomy in risk-takers, impetuous and calculative risk-takers. These findings have important implications for pilot selection and training.
摘要目的本研究旨在了解风险、风险预测因子,以及由风险预测量表确定的飞行员人格与飞行表现之间的关系。冒险是一个引起人们关注的话题,因为它与伤害的原因有关。在文献中,除了理论评论外,还有大量的论文将人格特征与自我报告的冒险行为联系起来。相比之下,很少有实证研究检验人格特质之间的联系,比如冒险和实际的冒险行为。方法100名无飞行经验的大学生(女59名)和17名飞行员(女5名)分别完成了人格和风险量表。飞行员还被要求完成一项模拟飞行,包括低空飞行任务。结果结果显示,飞行员的风险倾向高于一般人群。然而,这种风险被自我控制的人格因素所缓和。这种并列位置的证据在模拟飞行中存在;飞行员的冒险行为倾向与实际的冒险行为呈负相关。结论风险承担者分为两类:冲动型风险承担者和计算型风险承担者。这些发现对飞行员的选拔和培训具有重要意义。
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引用次数: 1
Modeling of Aircrew Rostering Problem with Fatigue Risk Management Approach 基于疲劳风险管理方法的机组人员值勤问题建模
IF 1.3 4区 心理学 Q4 PSYCHOLOGY, APPLIED Pub Date : 2021-07-03 DOI: 10.1080/24721840.2021.1925120
Burcu Şahinkaya, H. Oktal
ABSTRACT Objective: In this study, the aircrew rostering problem is evaluated in conjunction with fatigue factors. Background: In the mathematical models developed for crew rostering problems, the fatigue level of aircrew members is evaluated only within the scope of the flight and duty time limitations defined by the civil aviation authorities. In this study, a new model is developed in which the fatigue risk factors such as the number of flight legs, additional workload, circadian rhythm, and consecutive flights are added to the crew rostering problem. Method: A linear mathematical programming model was developed for the aircrew rostering problem. The General Algebraic Modeling System (GAMS) is used in the solution of the model. The problem is solved and the effects of the fatigue risk factors on crew rostering problems are examined by using the weekly and monthly real flight data of a Turkish air carrier. The results obtained are demonstrated in Gantt charts. Results: Although the results obtained are within the limits of flight and duty time defined by civil aviation authorities, it is found that many flight duties exceed the limits considering the fatigue risk factors. Conclusion: The model proposed can be used to minimize human error, predict the fatigue risk in various duties, and increase productivity and safety.
摘要目的:本研究结合疲劳因素对机组人员排班问题进行评估。背景:在为机组人员排班问题开发的数学模型中,机组人员的疲劳程度仅在民航当局规定的飞行和值班时间限制范围内进行评估。在这项研究中,开发了一个新的模型,将飞行腿数、额外工作量、昼夜节律和连续飞行等疲劳风险因素添加到机组人员排班问题中。方法:建立了机组排班问题的线性数学规划模型。模型的求解采用了广义代数建模系统(GAMS)。通过使用土耳其航空公司的每周和每月真实飞行数据,解决了这一问题,并检查了疲劳风险因素对机组人员排班问题的影响。获得的结果用甘特图表示。结果:尽管所获得的结果在民航部门规定的飞行和值班时间范围内,但考虑到疲劳风险因素,发现许多飞行任务超过了限制。结论:该模型可用于最大限度地减少人为误差,预测各种工作中的疲劳风险,提高生产效率和安全性。
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引用次数: 0
Off-stage Heroes: The Antecedents and Consequences of Job Passion among Civil Aviation Maintenance Crew 台下英雄:民航机务人员工作热情的前因后果
IF 1.3 4区 心理学 Q4 PSYCHOLOGY, APPLIED Pub Date : 2021-06-30 DOI: 10.1080/24721840.2021.1945928
Shu-Chuan Chen
ABSTRACT Objective The main goals of this study are to identify the possible factors that may affect the level of passion that aircraft technicians have for their job and how job passion may lead to safety motivation. Background Aircraft maintenance technicians play an essential role in ensuring flight safety since they are obligated to carry out critical responsibilities related to maintaining flight devices. However, the significance and professionalism of civil aircraft technicians tend to be underestimated due to limited academic discussion of job-related issues. In practice, the particular job characteristics and working environment have led to various job demands and requirements for job resources, which may be related to the level of passion of the aircraft maintenance crews. Method Structural equation modeling (SEM) was used to analyze the empirical data collected with the questionnaire survey. The sealable stamped addressed envelopes were attached to guarantee for the innominate approach, and a total of 411 usable samples was returned. Results Significant relations found between work-family conflict, professional development and job passion in the expected directions, while non-significant results were presented between work-load, social support, and job passion. In addition, job passion significantly and positively related to air technicians’ safety motivation. Conclusion Aircraft technicians undertake their workload without responding to it in a significantly negative manner, unless the designated work causes work-family conflict. A vision of career development is crucial to continuously elevate job passion in these individuals. Passionate aircraft technicians are motivated to contribute to aviation safety.
摘要目的本研究的主要目的是确定可能影响飞机技术人员工作热情水平的因素,以及工作热情如何导致安全动机。飞机维修技术人员在确保飞行安全方面发挥着至关重要的作用,因为他们有义务履行与维护飞行设备有关的关键职责。然而,由于学术界对工作相关问题的讨论有限,民用飞机技术人员的重要性和专业性往往被低估。在实践中,特殊的工作特点和工作环境导致了不同的工作需求和对工作资源的要求,这可能与飞机维修人员的热情程度有关。方法采用结构方程模型(SEM)对问卷调查所得的实证数据进行分析。为了保证匿名方式,附上了可密封的贴有邮票的地址信封,共退回了411个可用样品。结果工作家庭冲突、专业发展与工作热情在预期方向上呈显著相关,而工作负荷、社会支持与工作热情之间呈不显著相关。此外,工作热情与航空技术人员的安全动机显著正相关。除非指定的工作导致工作与家庭发生冲突,否则飞机技术人员不会以明显消极的方式承担他们的工作量。职业发展愿景对于不断提升这些人的工作热情至关重要。充满激情的飞机技术人员有动力为航空安全做出贡献。
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引用次数: 3
Fatigue in Aeromedicine: An Exploration of Team Cohesion as a Countermeasure against Adverse Events 航空医学中的疲劳:团队凝聚力作为应对不良事件对策的探索
IF 1.3 4区 心理学 Q4 PSYCHOLOGY, APPLIED Pub Date : 2021-06-14 DOI: 10.1080/24721840.2021.1931227
J. Nosker, M. Lassen, A. Cornelius
ABSTRACT Objective: Current evidence-based guidelines to mitigate fatigue and protect against adverse events in the emergency medical service industry are minimally effective. Since flight medicine is a team event, the performance-cohesion relationship is examined as a potential countermeasure against fatigue-related errors in aeromedicine. Background: Fatigue has been implicated in decision-making errors, suggesting that it impacts cognitive abilities and clinical performance. Although the impact of fatigue on medical performance in aeromedicine has yet to be examined, it is intuitive flight providers are also susceptible to fatigue-induced errors. Given the additional fatiguing effects of flight, research is needed to elucidate protective factors that can reduce the likelihood of fatigue-induced errors in flight medicine. Method: A comprehensive review of literature was conducted on the relationship between fatigue and medical performance. The multidimensional construct of team cohesion (i.e., including task and social subdimensions) was also examined to understand the potential moderating effect of team cohesion on the relationship between fatigue and error. Results: The empirical evidence on the relationship between fatigue and error is robust. Although the performance-cohesion relationship is strong, the distinctive subdimensions of team cohesion, including task and social, may differentially impact team performance. Conclusion: Whereas higher levels of social cohesion may contribute to groupthink and degradations in performance when fatigued, evidence suggests that task cohesion is an area for future investigation as a possible countermeasure against fatigue-induced errors.
摘要目的:目前在急救医疗服务行业中,缓解疲劳和预防不良事件的循证指南的有效性最低。由于飞行医学是一个团队项目,因此研究了性能-凝聚力关系,作为对抗航空医学中疲劳相关错误的潜在对策。背景:疲劳与决策失误有关,表明它会影响认知能力和临床表现。尽管疲劳对航空医学医疗性能的影响尚未得到检验,但直觉上,飞行供应商也容易受到疲劳引起的错误的影响。考虑到飞行带来的额外疲劳效应,需要进行研究来阐明可以降低飞行医学中疲劳引起错误的可能性的保护因素。方法:对疲劳与医疗表现关系的文献进行全面回顾。还考察了团队凝聚力的多维结构(即,包括任务和社会子维度),以了解团队凝聚力对疲劳和错误之间关系的潜在调节作用。结果:疲劳与误差之间关系的经验证据是稳健的。尽管绩效-凝聚力关系很强,但团队凝聚力的不同子维度,包括任务和社会,可能会对团队绩效产生不同的影响。结论:尽管较高水平的社会凝聚力可能会导致群体思维和疲劳时表现的下降,但有证据表明,任务凝聚力是未来研究的一个领域,可以作为对抗疲劳引起的错误的可能对策。
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引用次数: 2
Psychosocial Job Strain and Musculoskeletal Pain in Cabin Crew – Does Gender Matter? 客舱乘务员的心理社会工作紧张和肌肉骨骼疼痛——性别重要吗?
IF 1.3 4区 心理学 Q4 PSYCHOLOGY, APPLIED Pub Date : 2021-06-09 DOI: 10.1080/24721840.2021.1927733
C. Ihlebæk, Marianne Hojem Rustad
ABSTRACT Objective To investigate possible gender differences in psychosocial job strain (PSYJS) and single and multi-site musculoskeletal pain (MSP) in cabin crew. Background In recent years the proportion of male cabin crew has increased, still few studies have investigated gender differences in PSYJS and MSP in this occupational group. Methods In this cross-sectional study, a questionnaire concerning work-related psychosocial demands, control, social support, and MSP was answered by 107 male and 329 female cabin crew members from the three major airline companies in Norway. Binary logistic regression models were used for the analysis. Results There were no gender differences in PSYJS, but female cabin crew reported higher levels of social support from colleagues (p = .001) and nearest supervisor (p = .006). Multi-site MSP was reported by 70%. No gender differences in prevalence of single-site or multi-site MSP were found, except from a higher prevalence of pain in feet in female cabin crew (p = .020). Both a high strain (33%) and a passive (17%) work situation were associated with significantly higher risks of most single and multi-site MSP. Conclusion Even though few gender differences were found, both male and female cabin crew reported high prevalence of MSP and high PSYJS. Attention should be given to create a healthier psychosocial work environment for this occupational group, with a special emphasis on support at work for male cabin crew.
摘要目的探讨乘务员心理社会工作紧张(PSYJS)和单部位和多部位肌肉骨骼疼痛(MSP)的性别差异。背景近年来,男性乘务员的比例有所增加,但很少有研究调查该职业群体中PSYJS和MSP的性别差异。方法在这项横断面研究中,来自挪威三大航空公司的107名男性和329名女性机组人员回答了一份关于与工作相关的心理社会需求、控制、社会支持和MSP的问卷。二元逻辑回归模型用于分析。结果PSYJS中没有性别差异,但女性乘务员报告同事(p=0.001)和最近的主管(p=0.006)的社会支持水平较高。多站点MSP报告为70%。单点或多点MSP的患病率没有发现性别差异,除了女性乘务员脚部疼痛的患病率较高(p=0.020)。高压力(33%)和被动(17%)的工作情况都与大多数单点和多点MSP的风险显著较高有关。结论尽管性别差异不大,但男性和女性乘务员均报告MSP和PSYJS的高患病率。应注意为这一职业群体创造一个更健康的心理社会工作环境,特别强调对男性机组人员的工作支持。
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引用次数: 2
The Effect of Vocal Tone of Feedback on Student Pilot Performance 声音反馈对学员飞行员表现的影响
IF 1.3 4区 心理学 Q4 PSYCHOLOGY, APPLIED Pub Date : 2021-06-09 DOI: 10.1080/24721840.2021.1926251
Man Fung Cheung, B. Molesworth
ABSTRACT Objective This study examines the effect of “tone of feedback” on student pilot flight performance. Background Corrective feedback is primarily given verbally in flight training to facilitate trainee pilot performance. Such feedback can be provided using different vocal tones (i.e., positive, neutral, negative). How the effectiveness of the feedback varies based on changes in vocal tone remains unknown. Methods Thirty-eight student pilots completed two simulated flights, both involving a right-hand circuit. Following the first flight, the student pilots listened to prerecorded verbal feedback in either a positive, neutral or negative tone about their flight performance, in terms of mean altitude during the downwind leg. Deviation from the target altitude during downwind in the second flight was examined. Self-efficacy and self-esteem were also measured to examine their mediating effect. Results The results revealed that student pilots who received a positive tone of feedback performed significantly worse than pilots who received neutral or negative tones of feedback. No mediating effects were found for self-efficacy or self-esteem. Conclusion These findings provide aviation authorities and training organizations insight into the effect of tone of feedback on trainee pilots’ performance. Understanding this effect has the potential to improve student pilot learning outcomes and performance.
摘要目的本研究考察“反馈语气”对学生飞行员飞行表现的影响。背景纠正反馈主要在飞行训练中口头提供,以促进受训飞行员的表现。可以使用不同的音调(即,正的、中性的、负的)来提供这种反馈。反馈的有效性如何根据音调的变化而变化仍然未知。方法38名学生飞行员完成了两次模拟飞行,均涉及右侧跑道。第一次飞行后,学生飞行员以积极、中立或消极的语气听取了预先录制的关于他们在顺风段的平均高度的飞行表现的口头反馈。检查了第二次飞行顺风时与目标高度的偏差。自我效能感和自尊也被测量来检验它们的中介作用。结果结果显示,接受正反馈的学生飞行员的表现明显不如接受中性或负反馈的飞行员。没有发现自我效能感或自尊的中介作用。结论这些发现为航空主管部门和培训机构提供了关于反馈语气对实习飞行员表现影响的见解。了解这种影响有可能改善学生试点学习的结果和表现。
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引用次数: 1
Why do Controllers Choose the Conflict Resolution Maneuvers that They Do? 为什么控制员会选择他们所做的冲突解决策略?
IF 1.3 4区 心理学 Q4 PSYCHOLOGY, APPLIED Pub Date : 2021-05-19 DOI: 10.1080/24721840.2021.1925119
F. Trapsilawati, C. Wickens, M. K. Herliansyah, Mifta Priani Fatika Sari, Gharsina Tissamodie
ABSTRACT Objective This study aimed to reveal the causal reasons for maneuver preferences on the basis of the objective measures. Background Although the effects of conflict geometry have been well documented in previous literature, empirical evidence on the influence of conflict geometry on the operator’s workload, maneuver choice, and success is still lacking. Methods hirteen undergraduate students with air traffic control (ATC) knowledge were requested to complete ATC tasks and resolve six different conflicts that were generated by manipulating two geometric features, namely, lateral (i.e., crossing, converging, and overtaking) and vertical (i.e., level and nonlevel) conflicts. Results Crossing (p < .01) and converging (p = .05) conflicts resulted in higher workload than overtaking conflicts because of the higher geometric dimensions involved. Workload (p < .01) and performance (p < .03) were worse during nonlevel conflicts than during level conflicts. Notably, vertical maneuver led to a higher workload than other maneuver choices despite the higher preference for this maneuver. These findings were associated with visualization load. Conclusion We failed to confirm that the resolution maneuver was chosen because of its good performance and low workload. Instead, predetermined rules (i.e., altitude, speed, and heading) were used, regardless of the workload, and the safety of the chosen maneuver for a particular conflict geometry was verified.
【摘要】目的在客观测量的基础上,揭示机动偏好的因果原因。背景虽然冲突几何的影响已经在以前的文献中得到了很好的记录,但关于冲突几何对操作员工作量、机动选择和成功的影响的经验证据仍然缺乏。方法要求13名具有空中交通管制知识的大学生完成空中交通管制任务,并通过操纵两个几何特征,即横向冲突(即交叉、收敛和超车)和垂直冲突(即水平和非水平),解决6种不同的冲突。结果交叉冲突(p < 0.01)和收敛冲突(p = 0.05)由于涉及的几何维度更高,导致的工作量高于超车冲突。非水平冲突时的工作负荷(p < 0.01)和工作表现(p < 0.01)比水平冲突时差。值得注意的是,垂直机动比其他机动选择导致更高的工作量,尽管这种机动更受青睐。这些发现与可视化负荷有关。结论分辨力机动性能好,工作量小,不宜选用分辨力机动。相反,使用预先确定的规则(即高度、速度和航向),而不考虑工作量,并验证所选机动对特定冲突几何形状的安全性。
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引用次数: 1
Pilots’ Willingness to Operate in Unmanned Aircraft System Integrated Airspace 无人机系统集成空域中飞行员的操作意愿
IF 1.3 4区 心理学 Q4 PSYCHOLOGY, APPLIED Pub Date : 2021-04-12 DOI: 10.1080/24721840.2021.1896365
L. Vempati, S. Winter, S. Rice, V. Gawron, J. Robbins
ABSTRACT Background: Considerable research is underway on how to integrate unmanned aircraft systems (UAS) safely and securely into the National Airspace System (NAS). While there is some ongoing research on public acceptance, privacy concerns, and consumer willingness to fly in autonomous aircraft, little literature exists on pilots’ perceptions about operating to/from airports and in airspace with UAS integrated operations. Objective: The goal of this exploratory research study was to assess the effect of airspace classification, type of UAS integration, and type of UAS operation on pilots’ willingness to operate with UAS integrated operations. Method: Pilots’ attitudes about flying in UAS integrated airspace were collected using hypothetical scenarios in a factorial survey experiment and qualitative perspectives through open-ended and multiple-choice questions. Results: Results from the mixed analysis of variance indicated a significant two-way interaction between airspace classification and type of integration and a significant main effect for airspace. Differences were observed for all classes of airspace except Class B and Class C for segregated operations and Class D and Class E for integrated operations. Conclusion: The effect size for the two-way interaction was small, and overall airspace had a significant influence on willingness with the highest score for Class B operations and the lowest score for Class G operations. Results from the study are expected to support the development of better policies, procedures, and training methods.
摘要背景:关于如何将无人驾驶飞机系统(UAS)安全可靠地集成到国家空域系统(NAS)中,目前正在进行大量研究。虽然目前正在对公众接受度、隐私问题和消费者驾驶自动驾驶飞机的意愿进行一些研究,但关于飞行员对往返机场和在无人机综合作战的空域操作的看法的文献很少。目的:本探索性研究的目的是评估空域分类、无人机集成类型和无人机操作类型对飞行员进行无人机集成操作意愿的影响。方法:采用析因调查实验中的假设情景和开放式和多项选择题的定性视角,收集飞行员对无人机综合空域飞行的态度。结果:混合方差分析结果表明,空域分类和集成类型之间存在显著的双向交互作用,对空域具有显著的主效应。除隔离作战的B级和C级以及综合作战的D级和E级外,所有级别的空域都存在差异。结论:双向互动的效果大小较小,总体空域对意愿有显著影响,B类操作得分最高,G类操作得分最低。该研究的结果有望支持制定更好的政策、程序和培训方法。
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引用次数: 2
期刊
International Journal of Aerospace Psychology
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