Relative Trends in Exogenous Factors Influencing Airline Flight Delays

Bruce M. Bradford, C. Scheraga
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Abstract

This study investigates the impact of four subcategories of flight delays on total flight delays over the period from May 2005 through December 2019. Total flight delays are divided into weather, air carrier, security, and non-weather National Aviation System (NAS) delays. Using the flight data provided by the Air Travel Consumer Report of the U.S. Department of Transportation for a consistent set of ten airlines, each time- series is decomposed. Trend and seasonality are determined. Total flight delays, and each of its subcategories, demonstrate strong seasonality and follow a random walk model without drift during the sample period. Total flight delays are composed of approximately one-half air carrier caused, one-third weather related, and one-sixth non-weather NAS delays. In the period prior to 2012, weather, air carrier, non-weather NAS, and security delays follow the same pattern as total flight delays. After 2012, air carrier and non-weather NAS (infrastructure) delays follow a similar pattern as total flight delays, but weather and security delays are far fewer than would be suggested by the pattern of total delays. The latter period was consistent with a period of increased investment in “disruption management,” which may have had the desired effect on weather and security delays. Flight delays under the control of air carriers or from infrastructure issues (non-weather NAS delays) increased from 2012 through 2019.
影响航空公司航班延误的外生因素的相对趋势
本研究调查了2005年5月至2019年12月期间四类航班延误对总航班延误的影响。总航班延误分为天气延误、航空承运人延误、安全延误和非天气国家航空系统延误。使用美国运输部的《航空旅行消费者报告》(Air Travel Consumer Report)提供的十家航空公司的一致航班数据,对每个时间序列进行分解。确定趋势和季节性。总航班延误及其每个子类别表现出强烈的季节性,并遵循样本期间无漂移的随机行走模型。总航班延误约有一半是由航空公司造成的,三分之一与天气有关,六分之一是非天气NAS延误。在2012年之前,天气、航空公司、非天气NAS和安全延误遵循与总航班延误相同的模式。2012年以后,航空公司和非天气NAS(基础设施)延误与航班总延误的模式相似,但天气和安全延误的模式远低于总延误的模式。后一个时期与“中断管理”投资增加的时期一致,这可能对天气和安全延误产生了预期的影响。从2012年到2019年,航空公司控制下的航班延误或基础设施问题(非天气NAS延误)有所增加。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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