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Understanding the Social Contagion Effect of Safety Violations within a Construction Crew: A Hybrid Approach Using System Dynamics and Agent-Based Modeling

机译:了解施工人员内部安全违规行为的社会传染效应:使用系统动力学和基于代理的建模的混合方法

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摘要

Previous research has recognized the importance of eliminating safety violations in the context of a social group. However, the social contagion effect of safety violations within a construction crew has not been sufficiently understood. To address this deficiency, this research aims to develop a hybrid simulation approach to look into the cognitive, social, and organizational aspects that can determine the social contagion effect of safety violations within a construction crew. The hybrid approach integrates System Dynamics (SD) and Agent-based Modeling (ABM) to better represent the real world. Our findings show that different interventions should be employed for different work environments. Specifically, social interactions play a critical role at the modest hazard levels because workers in this situation may encounter more ambiguity or uncertainty. Interventions related to decreasing the contagion probability and the safety–productivity tradeoff should be given priority. For the low hazard situation, highly intensive management strategies are required before the occurrence of injuries or accidents. In contrast, for the high hazard situation, highly intensive proactive safety strategies should be supplemented by other interventions (e.g., a high safety goal) to further control safety violations. Therefore, this research provides a practical framework to examine how specific accident prevention measures, which interact with workers or environmental characteristics (i.e., the hazard level), can influence the social contagion effect of safety violations.
机译:先前的研究已经认识到在社会团体中消除安全违规的重要性。但是,对施工人员内部安全违规行为的社会蔓延影响还没有得到足够的了解。为了解决这一缺陷,本研究旨在开发一种混合模拟方法,以研究认知,社会和组织方面,这些方面可以确定施工人员内部安全违规行为的社会传染效应。混合方法将系统动力学(SD)和基于代理的建模(ABM)集成在一起,以更好地表示现实世界。我们的发现表明,应针对不同的工作环境采用不同的干预措施。具体而言,社交互动在中等危害水平上起着至关重要的作用,因为在这种情况下的工人可能会遇到更多的模糊性或不确定性。应优先考虑降低传染性的可能性和安全生产效率之间的权衡取舍。对于低危害情况,在发生伤害或事故之前需要高度集约的管理策略。相反,对于高危险情况,应通过其他干预措施(例如,高安全目标)来补充高强度的主动安全策略,以进一步控制安全违规行为。因此,这项研究提供了一个实用的框架,以检查与工人或环境特征(即危害水平)相互作用的特定事故预防措施如何影响安全违规的社会传染效应。

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