Kula Yosef, Horosov Roy, Gidron Yori, Ekshtein Aya, Gordon Barak, Iversen Zev, Tehori Omer, Ben-Ari Oded
Department of Nursing, Faculty of Social Welfare and Health Sciences University of Haifa, Haifa, Israel.
Department of Military Medicine, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel.
PLoS One. 2025 Aug 7;20(8):e0327406. doi: 10.1371/journal.pone.0327406. eCollection 2025.
Operational pilots are required to perform complex tasks under high stress and uncertainty. One of the major challenges of aviation medicine is the selection of suitable candidates to serve as pilots. The vagal nerve is a crucial moderator of stress responses, and its activity (indexed by heart rate variability, HRV) reflects psycho-physiological resilience and has been shown to predict performance in various settings. However, its predictive value in pilot training has not been examined. This study examined the relationship between HRV and success in an intensive and long pilot course.
In a historical prospective study, we derived an HRV parameter (RMSSD) from a 10-second ECG of 169 male and 16 female candidates attending a 3-year pilots' course. The ECGs were performed 2-3 months before the courses. The predictive validity of other routinely obtained measures was also considered. Data were analyzed in two ways. First, we analyzed the entire sample using t-tests. Then, significant predictors of success and HRV were entered in a multivariate logistic regression. Second, we focused on a smaller sample of paired candidates (passed vs. failed), matched on significant predictors, and then examined differences in HRV between these groups using a paired t-test.
High RMSSD significantly predicted the completion of the pilot course in a multivariate logistic regression. RMSSD and the selection test formula score were the only significant predictors. In the paired matched sample, candidates who passed the course had significantly higher initial HRV (M = 121.30ms) compared to those who failed (M = 84.31ms; t(25)= 1.78, p < 0.05).
The current study supports the predictive value of HRV for aviation selection. Given the high cost of training operational pilots and the physical and mental burdens they undergo, improved accuracy of the selection processes may be crucial.
现役飞行员需要在高压力和不确定性的情况下执行复杂任务。航空医学面临的主要挑战之一是挑选合适的人员担任飞行员。迷走神经是应激反应的关键调节者,其活动(通过心率变异性,即HRV来衡量)反映了心理生理弹性,并且已被证明能预测在各种情况下的表现。然而,其在飞行员训练中的预测价值尚未得到检验。本研究考察了HRV与一个密集且长期的飞行员课程结业情况之间的关系。
在一项历史前瞻性研究中,我们从169名男性和16名女性学员参加为期3年的飞行员课程前2至3个月的10秒心电图中得出HRV参数(RMSSD)。还考虑了其他常规获取指标的预测效度。数据采用两种方式进行分析。首先,我们使用t检验分析整个样本。然后,将结业情况和HRV的显著预测因素纳入多变量逻辑回归。其次,我们聚焦于一个配对学员的较小样本(通过与未通过),这些学员在显著预测因素上进行了匹配,然后使用配对t检验检查这些组之间HRV的差异。
在多变量逻辑回归中,高RMSSD显著预测了飞行员课程的结业情况。RMSSD和选拔测试公式得分是仅有的显著预测因素。在配对匹配样本中,通过课程的学员初始HRV(M = 121.30毫秒)显著高于未通过的学员(M = 84.31毫秒;t(25)= 1.78,p < 0.05)。
当前研究支持HRV对航空选拔的预测价值。鉴于训练现役飞行员成本高昂以及他们所承受的身心负担,提高选拔过程的准确性可能至关重要。