Evidence map›Paper›PMID 40835662›Full record

ArticleScientific reports2025

Identifying NPP operator stressors using grounded theory.

Ye Wang, Xiliang Tao, Wenqiang Peng, Zhaopeng Liu, Pengcheng Li

Abstract read
In one paragraph

Article in Scientific reports, 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
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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

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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

5 authors.

Ye WangSchool of Nuclear Science and Technology, University of South China, Hengyang, 421001, Hunan, China.
Xiliang TaoTaishan Nuclear Power Joint Venture Co., Ltd, Taishan, 529200, Guangdong, China.
Wenqiang PengTaishan Nuclear Power Joint Venture Co., Ltd, Taishan, 529200, Guangdong, China.
Zhaopeng LiuState Key Laboratory of Nuclear Power Safety Technology and Equipment, China Nuclear Power Engineering Co., Ltd, Shenzhen, 518172, Guangdong, China.
Pengcheng LiHuman Factor Institute, University of South China, Hengyang, 421001, Hunan, China. lipengcheng0615@163.com.

Funding

Philosophy and Social Science Foundation of Hunan Province No. 21YBA104
6 · The paper itself

Abstract

Nuclear power plant (NPP) operators manage crucial decision-making and operational tasks in precarious and complex environments, where psychological stress directly correlates with system safety and operational efficiency. However, the existing research largely explores single factors or specific scenarios, lacking systematic analysis. This study aims to identify psychological stress-influencing factors for nuclear power plant operators based on grounded theory. Accordingly, work experience data were collected from 25 operators in NPPs through semi-structured interviews. Using open, axial, and selective coding, we identified key categories and constructed a multidimensional load model of psychological stress. The finding revealed that operators' psychological stress was attributable to the following seven factors: interface management load, task complexity, alarm load, transient and emergency task load, shift work and continuous load, error handling load, and communication load. Moreover, the stressors interact and compound, elevating operators' psychological and cognitive burdens. Overall, this study presents a novel outlook for comprehending psychological stress in precarious environments and recommends further investigation of the dynamic correlations among these factors.

Indexed as

Grounded theoryMultidimensional loadNuclear power plant operatorsPsychological stress

Identifiers

PMID40835662
PMCPMC12368191

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