Evidence map›Paper›PMID 41897007›Full record

ArticleBMC psychology2026

Sensory processing sensitivity predicts pilot decision time via indecisiveness: evidence from flight simulation and fNIRS.

Kun Zhou, Yifan Zhang, Yulu Lei, Jizhang Li, Hui Tang

Abstract read
In one paragraph

Article in BMC psychology, 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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

5 authors.

Kun ZhouCollege of Safety Science and Engineering, Civil Aviation University of China, Tianjin, 300300, People's Republic of China. zhouk_psy@sina.com.
Yifan ZhangCollege of Safety Science and Engineering, Civil Aviation University of China, Tianjin, 300300, People's Republic of China.
Yulu LeiCollege of Safety Science and Engineering, Civil Aviation University of China, Tianjin, 300300, People's Republic of China.
Jizhang LiCollege of Safety Science and Engineering, Civil Aviation University of China, Tianjin, 300300, People's Republic of China.
Hui TangSchool of Vocational Education, Tianjin University of Technology and Education, Tianjin, People's Republic of China. tanghui568@163.com.

Funding

Fundamental Research Funds for the Central Universities No. XJ2023005101General Program of Humanities and Social Sciences Research of Ministry of Education of China No. 24YJAZH138
6 · The paper itself

Abstract

backgroundTimely decision-making in aviation emergencies (e.g., engine failure and runway excursion) is a critical human factor for flight safety. However, pilots vary widely in their ability to make rapid, accurate decisions under stress. Identifying individual traits and neural mechanisms underlying decision delay is essential for risk mitigation and pilot training.

methodsFifty-one male cadet pilots were recruited and classified into high- and low-sensory processing sensitivity (SPS) groups based on their Highly Sensitive Person Scale (HSPS) scores. All participants completed simulated landing tasks under two risk conditions: a high-risk scenario (engine failure plus wind shear) and a low-risk scenario (wind shear only). The behavioural decision time, overall flight performance, and dorsolateral prefrontal cortex (DLPFC; Brodmann area 9) activation were assessed using functional near-infrared spectroscopy (fNIRS). Statistical analyses included mixed-design analyses of variance (ANOVAs), mediation analyses using the PROCESS macro, and moderated mediation models.

resultsCompared with the low-SPS pilots, the high-SPS pilots had significantly longer decision times (F = 7.67, p = .008). Furthermore, a significant interaction effect between SPS and risk level was observed for flight performance; high-SPS pilots had significantly lower overall performance scores, specifically under high-risk conditions (p < .001). A mediation analysis indicated that indecisiveness mediated the SPS and decision time (indirect effect = 0.039, 95% CI [0.0031, 0.0792]). Moreover, BA9 activation moderated indecisiveness and decision delay (interaction β = 0.409, p = .014).

conclusionSPS and indecisiveness jointly contribute to delayed decision-making and poor flight performance under stress, with DLPFC engagement amplifying the delay in decision-making. The findings integrate trait, behavioural, and neural factors into a unified model of aviation decision performance.

Indexed as

Decision MakingDorsolateral Prefrontal CortexPilotsAdultAviationHumansMalePrefrontal CortexSpectroscopy, Near-InfraredYoung AdultAviation safetyDorsolateral prefrontal cortex (DLPFC)FNIRSIndecisivenessPilot decision-makingSensory Processing Sensitivity (SPS)

Identifiers

PMID41897007
PMCPMC13151192

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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.