Evidence map›Paper›PMID 38445257›Full record

ArticleFrontiers in neuroscience2024

Recognizing the situation awareness of forklift operators based on EEG techniques in a field experiment.

Xin Li, Yutao Kang, Weijiong Chen, Feng Liu, Yu Jiao, Yabin Luo

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Frontiers in neuroscience, 2024. 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. 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

6 authors.

Xin LiCollege of Ocean Science and Engineering, Shanghai Maritime University, Shanghai, China.
Yutao KangCollege of Ocean Science and Engineering, Shanghai Maritime University, Shanghai, China.
Weijiong ChenMerchant Marine College, Shanghai Maritime University, Shanghai, China.
Feng LiuCollege of Ocean Science and Engineering, Shanghai Maritime University, Shanghai, China.
Yu JiaoCollege of Ocean Science and Engineering, Shanghai Maritime University, Shanghai, China.
Yabin LuoCollege of Ocean Science and Engineering, Shanghai Maritime University, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Lack of situation awareness (SA) is the primary cause of human errors when operating forklifts, so determining the SA level of the forklift operator is crucial to the safety of forklift operations. An EEG recognition approach of forklift operator SA in actual settings was presented in order to address the issues with invasiveness, subjectivity, and intermittency of existing measuring methods. In this paper, we conducted a field experiment that mimicked a typical forklift operation scenario to verify the differences in EEG states of forklift operators with different SA levels and investigate the correlation of multi-band combination features of each brain region of forklift operators with SA. Based on the sensitive EEG combination indexes, Support Vector Mechanism was used to construct a forklift operator SA recognition model. The results revealed that there were differences between forklift operators with high and low SA in the

Indexed as

correlationEEGforklift operatorsrecognitionsituation awareness

Identifiers

PMID38445257
PMCPMC10912158

What OpenQuestion holds

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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.