Evidence map›Paper›PMID 40624180›Full record

ArticleScientific reports2025

A simulation study on risk emergence mechanism and transmission path of coal mine workers' unsafe behaviours based on DEMATEL-ISM and Arena simulation.

Lujie Zhou, Menghan Wang, Kai Yu, Tianyu Wang, Zhaoxiang Mu, Zhenyue Wang

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.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Lujie ZhouState Key Laboratory of Mining Disaster Prevention and Control Co-founded By Shandong Province and the Ministry of Science and Technology, College of Safety and Environmental Engineering, Shandong University of Science and Technology, Qingdao, 266590, China.
Menghan WangCollege of Safety and Environmental Engineering, Shandong University of Science and Technology, Qingdao, 266590, China.
Kai YuCollege of Safety and Environmental Engineering, Shandong University of Science and Technology, Qingdao, 266590, China. ykxfkd@sdust.edu.cn.
Tianyu WangCollege of Safety and Environmental Engineering, Shandong University of Science and Technology, Qingdao, 266590, China.
Zhaoxiang MuCollege of Safety and Environmental Engineering, Shandong University of Science and Technology, Qingdao, 266590, China.
Zhenyue WangCollege of Safety and Environmental Engineering, Shandong University of Science and Technology, Qingdao, 266590, China.

Funding

Humanities and Social Sciences Youth Foundation, Ministry of Education 22YJC840038National Natural Science Foundation of China 52204424Natural Science Foundation of Shandong Province ZR2020QE137
6 · The paper itself

Abstract

In coal mine production activities, unsafe behaviours of workers are one of the important factors leading to frequent accidents, with the complexity of risk transmission mechanisms posing significant challenges to safety management. To systematically reveal the risk transmission rule of unsafe behavior risks, this study proposes a multidimensional research methodology: First, based on 574 coal mine accident investigation reports from 2019 to 2024, text mining techniques were employed to extract 26 key influencing factors, establishing an indicator system encompassing five dimensions: environment, individual, group, organizational management, and leadership. Second, an integrated DEMATEL-ISM method was adopted to construct a hierarchical structure model of influencing factors, identifying work experience and psychological status as fundamental causal nodes. And then, Arena simulations revealed risk transmission rule: When the mean risk emergence rate increased from 0.5 to 2, the system's residual risk entropy nearly diminished to zero. Enhanced node immunity (up to node 5) significantly reduced both system risk entropy and residual risk entropy. However, continued improvement of node 11's immunity showed diminishing marginal effects, indicating that appropriately enhancing node 11's immunity effectively reduces accident probabilities. Finally, targeted control strategies were proposed across five dimensions: safety management, individual factors, group dynamics, safety leadership, and physical environment. The results of this study can provide important theoretical support and practical guidance for coal mine safety production, help to reduce the accident rate, ensure the life safety of coal mine workers and the sustainable development of enterprises.

Indexed as

Accidents, OccupationalCoal MiningSafety ManagementComputer SimulationHumansArena simulationBehavioural risk emergenceControl countermeasureUnsafe behaviour

Identifiers

PMID40624180
PMCPMC12234778

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LicenceCC BY-NC-ND
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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.