Evidence map›Paper›PMID 36568736›Full record

ArticleJournal of air transport management2021

Forecasting temporal world recovery in air transport markets in the presence of large economic shocks: The case of COVID-19.

S V Gudmundsson, M Cattaneo, R Redondi

Open access · greenAbstract read
In one paragraph

Article in Journal of air transport management, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.

0numbers the graph read from it
0cells of the map it votes in
33citing papers in PubMed
60.0field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

33 citing papers in PubMed, 190 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
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  6. Airline strategies during the pandemic: What worked?Transportation research. Part A, Policy and practice · 2023
    Article
  7. Article
  8. Article
  9. The impact of COVID-19 on airlines' price curves.Journal of air transport management · 2023
    Article
  10. Article
  11. Article
  12. Review
  13. Article
  14. An airport level framework for examining the impact of COVID-19 on airline demand.Transportation research. Part A, Policy and practice · 2022
    Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Benchmarking the recovery of air travel demands for US airports during the COVID-19 Pandemic.Transportation research interdisciplinary perspectives · 2022
    Article
  20. Global cargo gravitation model: airports matter for forecasts.International economics and economic policy : IEEP · 2022
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors at 2 institutions in 2 countries.

S V GudmundssonReykjavik University, 102 Reykjavik, Iceland.
M CattaneoUniversity of Bergamo Via Pasubio 5b, 24044, Dalmine, Italy.
R RedondiUniversity of Bergamo Via Pasubio 5b, 24044, Dalmine, Italy.
University of Bergamo · ITReykjavík University · IS

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This paper estimates the relationship between the strength of economic shocks and temporal recovery in the world air transport industry. Our results show that world recovery of passenger demand to pre-COVID-19 levels is estimated to take 2.4 years (recovery by late-2022), with the most optimistic estimate being 2 years (recovery by mid-2022), and the most pessimistic estimate 6 years (recovery in 2026). Large regional differences are detected, Asia Pacific has the shortest estimated average recovery time 2.2 years, followed by North America 2.5 years and Europe 2.7 years. For air freight the results show a shorter average world recovery time of 2.2 years compared to passenger demand. At the regional level, Europe and Asia Pacific are comparable with average recovery times of 2.2 years while North America is predicted to recover faster in 1.5 years. The results show that the strength of economic shocks of various origins impacts the linear growth of passenger and freight traffic and the temporal recovery of the industry in a predictable transitory way. Hence, the impact of the COVID-19 recession will represent a temporary, although long-lasting, correction to previous growth levels.

Indexed as

Air transport industryCOVID-19Freight demandPassenger demandRecovery time

Identifiers

PMID36568736
PMCPMC9759425
OpenAlexW3046311996

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.