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基于数据的机上医疗紧急事件导致的航班延误和飞机运营成本的影响估计。

Data-Driven Estimation of the Impact of Diversions Due to In-Flight Medical Emergencies on Flight Delay and Aircraft Operating Costs.

出版信息

Aerosp Med Hum Perform. 2021 Feb 1;92(2):99-105. doi: 10.3357/AMHP.5720.2021.

Abstract

In-flight medical emergencies (IFMEs) average 1 of every 604 flights and are expected to increase as the population ages and air travel increases. Flight diversions, or the rerouting of a flight to an alternate destination, occur in 2 to 13% of IFME cases, but may or may not be necessary as determined after the fact. Estimating the effect of IFME diversions compared to nonmedical diversions can be expected to improve our understanding of their impact and allow for more appropriate decision making during IFMEs. The current study matched multiple disparate datasets, including medical data, flight plan and track data, passenger statistics, and financial data. Chi-squared analysis and independent samples -tests compared diversion delays and costs metrics between flights diverted for medical vs. nonmedical reasons. Data were restricted to domestic flights between 1/1/2018 and 6/30/2019. Over 70% of diverted flights recover (continue on to their intended destination after diverting); however, flights diverted due to IFMEs recover more often and more quickly than do flights diverted for nonmedical reasons. IFME diversions introduce less delay overall and cost less in terms of direct operating costs and passenger value of time (averaging around 38,000) than do flights diverted for nonmedical reasons. Flights diverted due to IFMEs appear to have less impact overall than do flights diverted for nonmedical reasons. However, the lack of information related to costs for nonrecovered flights and the decision factors involved during nonmedical diversions hinders our ability to offer further insights.

摘要

机上医疗紧急情况(IFME)平均每 604 次航班发生 1 次,预计随着人口老龄化和航空旅行增加而增加。航班改道,即航班改道到另一个目的地,在 2%到 13%的 IFME 病例中发生,但根据事后情况,可能需要也可能不需要。估计 IFME 改道与非医疗改道的效果,有望提高我们对其影响的理解,并在 IFME 期间做出更适当的决策。本研究匹配了多个不同的数据集,包括医疗数据、飞行计划和轨迹数据、乘客统计数据和财务数据。卡方分析和独立样本 t 检验比较了因医疗和非医疗原因改道的改道延迟和成本指标。数据仅限于 2018 年 1 月 1 日至 2019 年 6 月 30 日期间的国内航班。超过 70%的改道航班恢复(改道后继续飞往原定目的地);然而,由于 IFME 而改道的航班比因非医疗原因而改道的航班恢复得更快、更频繁。IFME 改道的航班总体上延迟时间更短,直接运营成本和乘客时间价值(平均约为 38000)的成本也更低,而非因医疗原因改道的航班。由于 IFME 而改道的航班似乎总体上比因非医疗原因而改道的航班影响更小。然而,由于缺乏与非恢复航班相关的成本信息以及非医疗改道涉及的决策因素,我们无法提供进一步的见解。

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