The disruptive impact of COVID-19 on air transportation: An ITS econometric analysis

被引:25
作者
Andreana, Gianmarco [1 ]
Gualini, Andrea [1 ]
Martini, Gianmaria [1 ]
Porta, Flavio [1 ]
Scotti, Davide [1 ]
机构
[1] Univ Bergamo, Bergamo, Italy
关键词
COVID-19 pandemic crisis; Air transportation; Interrupted time series SARIMA model;
D O I
10.1016/j.retrec.2021.101042
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper provides estimates of the destructive impact of the COVID-19 outbreak on air transport at the macro-regional level. To this end, weekly data on the air service volumes are analyzed through an ITS SARIMA model and a counterfactual analysis covering the 2016-2020. We find that the real effect of COVID-19 was a reduction above 80% in all world's macro-regions in May 2020, and still a decrease of about 70% at the end of the Summer 2020, with the only exception of China and Eastern Asia, and North America, where the reductions are, respectively, 29% and 54%. The empirical evidence confirms that the impact of the pandemic crisis and of the subsequent lockdown has been dramatic, much higher than any previous crisis. We also find that the impact is greater for intercontinental connections and for FSCs, while LCCs appear to be slightly more resilient. These results confirm that airline economic sustainability is currently at high risk, and that the unequal resources of the various countries in subsidizing national airlines could generate a competitive imbalance in the future.
引用
收藏
页数:17
相关论文
共 26 条
[1]  
Airbus, 2019, AIRB GLOB MARK FORC
[2]  
Akbulaev N., 2020, Sylwan, V164, P113, DOI 10.2139/ssrn.3649813
[3]  
[Anonymous], 2019, Commercial Market Outlook: 2019-2038
[4]  
Athanasopoulos G, 2018, FORECASTING PRINCIPL, VSecond
[5]  
Baicker K., 2019, TESTING VALIDITY SIN, DOI [10.3386/w26080, DOI 10.3386/W26080]
[6]   Interrupted time series regression for the evaluation of public health interventions: a tutorial [J].
Bernal, James Lopez ;
Cummins, Steven ;
Gasparrini, Antonio .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2017, 46 (01) :348-355
[7]   Air service and urban growth: Evidence from a quasi-natural policy experiment [J].
Blonigen, Bruce A. ;
Cristea, Anca D. .
JOURNAL OF URBAN ECONOMICS, 2015, 86 :128-146
[8]   Integrators' global networks: A topology analysis with insights into the effect of the COVID-19 pandemic [J].
Bombelli, Alessandro .
JOURNAL OF TRANSPORT GEOGRAPHY, 2020, 87
[9]   The impact of air transportation on trade flows: A natural experiment on causality applied to Italy [J].
Brugnoli, Alberto ;
Dal Bianco, Antonio ;
Martini, Gianmaria ;
Scotti, Davide .
TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2018, 112 :95-107
[10]  
Chinazzi M, 2020, SCIENCE, V368, P395, DOI [10.1126/science.aba9757, 10.1101/2020.02.09.20021261]