Analysis of intervention strategies for coal miners' unsafe behaviors based on analytic network process and system dynamics

Abstract In recent years, the safety situation in Chinese coal mine enterprises has been steadily improving, however, major accidents occur occasionally. Statistics reveal that human unsafe behaviors are the main cause of accidents. In this paper, based on the Fishbone Diagram, the influencing factors of unsafe behaviors of coal miners were identified from 5 aspects including individual factors, physical environment, safety leadership, safety management, and group factors. Next, the indicators system of influencing factors of unsafe behaviors for coal miners was established, and the weights were analyzed by the Analytic Network Process (ANP). On that basis, the primary and secondary indicators of the influencing factors were ranked. The weights determined by ANP were taken as the influencing coefficients between variables, and the System Dynamics (SD) model of the unsafe behaviors of coal miners was established. The related simulations were also conducted on the intervention strategies using this model. By combining the weights determined by ANP and the simulation results based on the established SD model, the influencing factors identified were reordered. Finally, this paper proposed the combination intervention strategies mainly from the aspects of safety management, individual factors, group factors, safety leadership and physical environment, which can provide theoretical supports and method guidance for improving the safety production level of coal miners.

[1]  Chin-Shan Lu,et al.  Safety leadership and safety behavior in container terminal operations , 2010 .

[2]  Beatriz Fernández-Muñiz,et al.  The role of safety leadership and working conditions in safety performance in process industries , 2017 .

[3]  D. Meister The nature of human error , 1989, IEEE Global Telecommunications Conference, 1989, and Exhibition. 'Communications Technology for the 1990s and Beyond.

[4]  Zaixu Zhang,et al.  Cognitive Mechanism and Intervention Strategies of Coal Miners’ Unsafe Behaviors: evidence from China , 2018 .

[5]  Liu Yin Coal Mine Accident Human Error Model and Team Construction Safety Measurement Analysis , 2010 .

[6]  Andris Freivalds,et al.  Statistical evaluation and analysis of safety intervention in the determination of an effective resource allocation strategy , 2010 .

[7]  James T. Reason,et al.  A systems approach to organizational error , 1995 .

[8]  Bonaventura H.W. Hadikusumo,et al.  Structural equation model of integrated safety intervention practices affecting the safety behaviour of workers in the construction industry , 2017 .

[9]  Ali Azadeh,et al.  The evaluation of safety behaviors in a gas treatment company in Iran , 2008 .

[10]  Xiuzhi Shi,et al.  Measuring the effects of external factor on leadership safety behavior: Case study of mine enterprises in China , 2017 .

[11]  D. Fang,et al.  Why operatives engage in unsafe work behavior: Investigating factors on construction sites , 2008 .

[12]  Moonseo Park,et al.  Accident Analysis and Prevention , 2014 .

[13]  Dongping Fang,et al.  Impact of the Supervisor on Worker Safety Behavior in Construction Projects , 2015 .

[14]  Wei Zheng,et al.  A hybrid human and organizational analysis method for railway accidents based on HFACS-Railway Accidents (HFACS-RAs) , 2017 .

[15]  Yang Miang Goh,et al.  A system dynamics view of a behavior-based safety program in the construction industry , 2018 .

[16]  Lei Tong,et al.  Simulation study of coal mine safety investment based on system dynamics , 2014 .

[17]  Yu Yue,et al.  Application Study of BBS on Unsafe Behavior and Psychology of Coal Miners , 2018 .

[18]  H. W. Heinrich Industrial Accident Prevention , 1941 .

[19]  Cao Qinggui,et al.  Risk management and workers’ safety behavior control in coal mine , 2012 .

[20]  Beatriz Fernández-Muñiz,et al.  Safety culture: analysis of the causal relationships between its key dimensions. , 2007, Journal of safety research.

[21]  Y. Haruyama,et al.  Descriptive study of external employee assistance program providers (EAP) in Japan. , 2012, Industrial health.

[22]  M. Sam Mannan,et al.  A system dynamics model for risk perception of lay people in communication regarding risk of chemical incident , 2017 .

[23]  Vivian W. Y Tam,et al.  Behavior, Attitude, and Perception toward Safety Culture from Mandatory Safety Training Course , 2012 .

[24]  Ching-Fu Chen,et al.  Measuring the effects of Safety Management System practices, morality leadership and self-efficacy on pilots’ safety behaviors: Safety motivation as a mediator , 2014 .

[25]  Emre Akyuz,et al.  A marine accident analysing model to evaluate potential operational causes in cargo ships , 2017 .

[26]  Jun Sun,et al.  Relations between Safety Climate, Awareness, and Behavior in the Chinese Construction Industry: A Hierarchical Linear Investigation , 2018, Advances in Civil Engineering.

[27]  Hao Yu,et al.  Multiparty Evolutionary Game Model in Coal Mine Safety Management and Its Application , 2018, Complex..

[28]  Nima Khakzad,et al.  A multi-criteria decision making approach to security assessment of hazardous facilities , 2017 .

[29]  K. Lebecki,et al.  Safety Culture in High-Risk Industries , 2014, International journal of occupational safety and ergonomics : JOSE.

[30]  Mufidah Ilma,et al.  Safety Culture Investigation in Taiwan Metal Industries: A Study of Workers Job Related Background , 2017 .