Creation of satisfactory safety culture by developing its key dimensions

•The study presents the relationships between the key dimensions of safety culture.•Partial least squares structural equation modeling was used in the analysis.•Supervisors and training mediate the impact of management on employee commitment.•Employee commitment has the biggest impact on safety culture satisfaction.•Communication directly supports employee commitment.