Evidence map›Paper›PMID 42656512›Full record

ArticleFrontiers in psychology2026

Differences in spatial cognitive performance and cognitive load between pilots and student pilots in virtual reality environments.

Jingyun Lu, Jie Wang, Chao Wang, Wenjia He, Jing Sun, Lihong Zhai, Shengguang Yan, Zhanguo Jin

Abstract read
In one paragraph

Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

8 authors.

Jingyun LuSchool of Public Health, North China University of Science and Technology, Tangshan, China.
Jie WangSchool of Public Health, North China University of Science and Technology, Tangshan, China.
Chao WangSecond Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China.
Wenjia HeSchool of Public Health, North China University of Science and Technology, Tangshan, China.
Jing SunSchool of Public Health, North China University of Science and Technology, Tangshan, China.
Lihong ZhaiThe Department of Vertigo Medical Centre, Air Force Medical Center.PLA, Beijing, China.
Shengguang YanSchool of Public Health, North China University of Science and Technology, Tangshan, China.
Zhanguo JinThe Department of Vertigo Medical Centre, Air Force Medical Center.PLA, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: The factors underlying the differences in spatial cognition between pilots and flight trainees remain unclear; therefore, this study conducts an exploratory investigation into these differences and their relationship with cognitive load. This study compared experienced pilots and student pilots on two spatial cognitive tasks, examined associations among pilot status, task performance, and subjective cognitive load, and examined whether subjective cognitive load served as a statistical mediator of the association between pilot status and spatial performance. Methods: Eighty pilots and 80 student pilots with no flight experience were enrolled. Participants completed a 6 × 6 virtual-reality maze navigation task and an R-letter mental rotation task. Subjective cognitive load was assessed using an adapted NASA-TLX questionnaire. Results: Significant group differences were observed in task performance and subjective cognitive load. Higher subjective cognitive load was associated with longer maze completion time and lower mental-rotation accuracy. Regression analyses identified subjective cognitive load as the strongest statistical predictor of maze completion time and R-letter accuracy. Cross-sectional mediation analysis showed a significant indirect association between pilot status and maze completion time through subjective cognitive load. In the pilot subgroup, flight experience did not show a significant association with maze performance. Conclusion: Experienced pilots showed better performance on selected spatial cognitive indicators compared with student pilots, particularly during VR maze navigation. These group differences were statistically associated with lower subjective cognitive load in the experienced pilot group; however, causal inferences are limited by the cross-sectional design.

Indexed as

aviation psychologycognitive loadmaze navigationmental rotationpilotsspatial cognitionstudent pilotsvirtual reality

Identifiers

PMID42656512
PMCPMC13506879

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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.