Saik Pavlo, Tsopa Vitalii, Yavorska Olena, Cheberiachko Serhii, Brezitska Mariia, Yavorskyi Andrii, Lozynskyi Vasyl
Belt and Road Initiative Center for Chinese-European Studies (BRICCES), Guangdong University of Petrochemical Technology, Maoming, China.
MIM-Kyiv, Kyiv, Ukraine.
Front Public Health. 2025 Jun 25;13:1600801. doi: 10.3389/fpubh.2025.1600801. eCollection 2025.
The aim of this study is to develop a process for determining a set of alternative preventive measures to reduce risk levels, using the example of reducing the incidence of occupational pneumoconiosis in miners under conditions of financial cost minimization.
This study was conducted using a system analysis to identify priority directions for risk reduction under limited financial resources based on the relationship between the measures and their risk reduction efficiency. A methodology was developed to justify the selection of risk reduction measures from a set of alternatives based on the calculation of an efficiency factor grounded in financial losses. An eleven-step risk management process was designed to determine alternative preventive measures, characterized by feedback loops that enable the selection of optimal risk reduction strategies.
This study presents algorithms for solving three types of decision-making problems regarding the selection of combinations of preventive measures from a defined set of alternatives. These algorithms consider the priority of the measures and allow for a comparison between the effectiveness of several measures and a single measure that can also reduce the risk to an acceptable level.
An example of calculating the efficiency of preventive measures to reduce the risk of pneumoconiosis among miners is also provided. A key feature of this study is the improvement in the risk management process by integrating the efficiency factor of risk reduction under financial constraints.
本研究的目的是开发一种流程,以确定一套替代预防措施来降低风险水平,以在财务成本最小化的条件下降低矿工职业尘肺病发病率为例。
本研究采用系统分析,根据措施与其降低风险效率之间的关系,确定在有限财务资源下降低风险的优先方向。开发了一种方法,基于以财务损失为基础计算的效率因子,从一组替代方案中选择降低风险的措施。设计了一个十一步风险管理流程来确定替代预防措施,其特点是具有反馈回路,能够选择最佳的风险降低策略。
本研究提出了用于解决从一组既定替代方案中选择预防措施组合的三种类型决策问题的算法。这些算法考虑了措施的优先级,并允许比较几种措施与也能将风险降低到可接受水平的单一措施的有效性。
还提供了计算预防措施降低矿工尘肺病风险效率的示例。本研究的一个关键特征是通过整合财务约束下风险降低的效率因子来改进风险管理流程。