Evidence map›Paper›PMID 41501322›Full record

ArticleScientific reports2026

Evaluating civil aircraft crew go-around performance oriented towards airworthiness verification.

Yuanchen Shen, Bateer, Qiang He, Lin Cheng, Qiang Fu

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

5 authors.

Yuanchen ShenCollege of Aeronautical Engineering, Civil Aviation Flight University of China, Guanghan, 618307, China.
BateerSimulator Training Center, Civil Aviation Flight University of China, Guanghan, 618307, China.
Qiang HeCollege of Aeronautical Engineering, Civil Aviation Flight University of China, Guanghan, 618307, China. heqiang@cafuc.edu.cn.
Lin ChengCollege of Aeronautical Engineering, Civil Aviation Flight University of China, Guanghan, 618307, China.
Qiang FuCollege of Computer Science, Civil Aviation Flight University of China, Guanghan, 618307, China.

Funding

Civil Aviation Flight University of China 25CAFUC03094Sichuan Civil Aviation Flight Technology and Flight Safety Engineering Technology Research Center GY2024-34D
6 · The paper itself

Abstract

Executing go-around maneuvers following the type-specific procedure is a critical safety measure for flight crews to avoid hazardous states during aircraft approach and landing. Consequently, evaluating the airworthiness of go-around procedures based on crew performance has become an integral part of human factors airworthiness verification for transport category aircraft. To accurately assess the airworthiness of go-around procedures, this study proposed a multi-source data-integrated assessment method for flight crew performance, specifically for airworthiness compliance verification. Firstly, human factors airworthiness verification scenarios were established by integrating the airworthiness requirements for transport category aircraft flight procedures with the type-specific go-around procedure. Based on this scenario, the comprehensive evaluation index system for crew performance centered on workload and work quality was established along with its measurement methods. Subsequently, simulator-based go-around flight experiments were designed and conducted for a transport category aircraft (MA600). Data on crew workload, situation awareness levels, stress levels, and objective time-series eye-tracking data were collected, and their characteristics were analyzed. The CRITIC and TOPSIS models were employed to achieve a dual-dimension comprehensive evaluation for go-around performance based on crew workload and work quality, which were measured by the data. The proposed dual-dimension crew performance assessment method based on workload and work quality effectively reflects the human-machine-environment system interactions inherent in the go-around procedure. This provides a significant compliance means for the flight procedures airworthiness verification of civil aircraft.

Indexed as

Airworthiness verificationCrew performanceCrew workloadEye trackingGo-around procedure

Identifiers

PMID41501322
PMCPMC12864958

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.