Forecasting models for Polish coal mining accidents

Kraszewska, Marta; Kashpruk, Nataliia; Baranowski, Jerzy; Kapusta, Mariusz

doi:10.1109/mmar55195.2022.9874303

Cited by 3 publications

(1 citation statement)

References 8 publications

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“…A mature culture is considered an important safety measure for lowering worker morbidity rates [15]. therefore, there is a constant need to use innovative methods of factor testing, which will limit mining accidents [16].…”

Section: Introductionmentioning

confidence: 99%

Model of the Formation of Work Safety Culture in Polish Mining Enterprises

Kapusta,

Bąk,

Sukiennik

2024

Archives of Mining Sciences

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The article presents the results of research on the level of work safety culture, which is an important element influencing the organisational culture in mining enterprises. The article aims to measure the safety culture among managers in Polish hard coal mines. The assumed goal was achieved in the area of literature and empirical research. Research shows that the precise identification of hazards defined the thematic areas shaping safe working conditions in underground mines. The main part of the work was to survey 135 employees in 3 hard coal companies in Poland. The questionnaires were developed in cooperation with mining experts, and the 5-point Likert scale was used to evaluate individual questions. This methodological approach identified the subjective feelings and experiences of employees for building appropriate attitudes and behaviours that shape the organisational culture. The use of a culture grid enabled the creation of seven thematic groups of safety areas related to the so-called referents of organisational culture. The result of the empirical research is to propose an approach for the transformation of safety culture in the selected area for mining companies. The approach uses the organisational culture grid to shape the attitudes and behaviours of employees, which identifies and designates weak areas, defining them as unsatisfactory and unacceptable, and being the key conclusion of the research.

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Section: Introductionmentioning

confidence: 99%

Model of the Formation of Work Safety Culture in Polish Mining Enterprises

Kapusta,

Bąk,

Sukiennik

2024

Archives of Mining Sciences

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Occupational diseases forecasting for Polish coal mining based on Prophet algorithm

Kashpruk,

Kraszewska,

Baranowski

et al. 2023

2023 27th International Conference on Methods and Models in Automation and Robotics (MMAR)

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Assessment of the Explosion Accident Risk in Non-Coal Mining by Hasse Diagram Technique

et al. 2023

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The aim of is paper is to address the problem of identifying critical factors in the analysis of non-coal mine explosion accidents as well as to improve the rationality and accuracy of the risk analysis results. Hence, we developed a risk identification method for non-coal mine explosion accidents, combining the Systems-Theoretic Accident Model and Process (STAMP) and the Rank-order Centroid (ROC) method based on the Poset decision-making theory. The proposed method was applied to identify risk in engineering cases. Findings showed that four main dangerous events (out of twelve identified ones) were the primary culprits of related accidents, which were the events “Blasters without licenses and illegal operation” at the basic level, the event of “the confusion about the safety management system of non-coal mine companies” at the control level, and the event of “the failure about the emergency management departments” and “public security departments” at the supervision level. The approximate values of the average rank of the four events are 11.56, 10.4, 4.33, 4.33. The results of risk identification of non-coal mine explosion accidents based on Poset were consistent with the results obtained by the method used in the case study. This study extends the methods for identifying risks of non-coal mine explosion accidents and facilitates the formulation of effective preventive measures.

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Forecasting models for Polish coal mining accidents

Cited by 3 publications

References 8 publications

Model of the Formation of Work Safety Culture in Polish Mining Enterprises

Model of the Formation of Work Safety Culture in Polish Mining Enterprises

Occupational diseases forecasting for Polish coal mining based on Prophet algorithm

Assessment of the Explosion Accident Risk in Non-Coal Mining by Hasse Diagram Technique

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