Evidence map›Paper›PMID 40405175›Full record

ArticleBMC public health2025

Sleep and biorhythm among intercontinental pilots: the effect of exempting flight crews from mandatory layover and flight times during COVID-19.

Yanru Zhou, Jingqiang Li, Huanxi Zhang, Xining Zhang

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Yanru ZhouSafety Science and Engineering College, Civil Aviation University of China, No. 2898 Jinbei Highway Dongli District Tianjin, Tianjin, 300300, China.
Jingqiang LiSafety Science and Engineering College, Civil Aviation University of China, No. 2898 Jinbei Highway Dongli District Tianjin, Tianjin, 300300, China. jqli@cauc.edu.cn.
Huanxi ZhangSafety Science and Engineering College, Civil Aviation University of China, No. 2898 Jinbei Highway Dongli District Tianjin, Tianjin, 300300, China.
Xining ZhangSafety Science and Engineering College, Civil Aviation University of China, No. 2898 Jinbei Highway Dongli District Tianjin, Tianjin, 300300, China.

Funding

Civil Aviation Safety Capacity Building Foundation of the Civil Aviation Administration of China ASSA2023/20National Natural Science Foundation of China U1933122
6 · The paper itself

Abstract

Pilots are crucial to the safety of the airline industry; as a result, their sleep and biorhythm, which are closely related to fatigue, play an important role. During the COVID-19 pandemic, the Civil Aviation Administration of China exempted flight crews from mandatory layovers and imposed limitations on duty period and flight times. Given that the effect of this policy on their sleep and biorhythm is poorly understood, this study explores the key factors affecting the sleep and biorhythm of pilots on intercontinental flights and compares the rest status on and after flying days on exempt and non-exempt flights. Eighty pilots flying from China to five countries wore a body movement recorder, which has been validated for estimating total sleep time, sleep efficiency, and interdaily stability. The results of the K-means clustering analysis showed differences in sleep and biorhythm on flying days between departures during the day and at night, west-east and north-south flights, and exempt and non-exempt flights. ANOVA was performed based on the categorization in which each indicator contributed significantly to the clustering (p = 0.000). This study contributes to the literature by validating a new intercontinental flight operation model under the COVID-19 pandemic conditions and proposes critical points for the future management of pilot fatigue on long-haul flights.

Indexed as

AviationCOVID-19PilotsSleepAdultChinaFatigueFemaleHumansMaleMiddle AgedPandemicsSARS-CoV-2BiorhythmChinaCOVID-19Intercontinental flightsSleep

Identifiers

PMID40405175
PMCPMC12096618

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.