Relationships between safety climate and safety participation in the petroleum industry: A structural equation modeling approach

•Safety climate had direct impact on employee safety knowledge, attitudes and participation.•Safety knowledge and safety attitude mediates the relationships between safety climate and safety participation.•Employees’ safety climate perception was evaluated to create a high safe work system.