Suppr超能文献

基于GDM-AHP的医疗设备计量标准建立决策研究

Research on establishment decision of medical equipment measurement standard based on GDM-AHP.

作者信息

Weng Fei, Tian Jing, Fang Xuanxuan, Cheng Shidong, Pan Zhenyu, Liu Yang

机构信息

ZhongNan Hospital of Wuhan University, Wuhan University, Wuhan, 430071, China.

Pfizer research and Development, Biological City B, Gaoxin Avenue, Donghu High-tech Zone, Wuhan, China.

出版信息

Sci Rep. 2025 Mar 18;15(1):9309. doi: 10.1038/s41598-025-94546-5.

Abstract

The problems in the current medical equipment measurement work have made many medical institutions begin to consider establishing a convenient, long-term stable and low-cost measurement service model by establishing internal measurement standards, but they have not made further in-depth exploration and the construction of a perfect measurement standard to establish a feasibility evaluation system. This study aims to construct a feasibility evaluation system for establishing measurement standards based on the Group Decision Making-Analytical Hierarchy Processes and provide a reference basis for decision-making in the establishment of measurement standards for medical equipment. A feasibility evaluation system for the establishment of measurement standards based on Group Decision Making-Analytical Hierarchy Processes is constructed, which includes 5 main criteria-level evaluation indicators and 14 sub-criteria-level evaluation indicators. The relative weights of the criteria-level evaluation indicators are calculated by constructing a judgment matrix through pairwise comparisons of the evaluation indicators using the Saaty scale method. Additionally, sensitivity analysis of the constructed model is conducted using the perturbation method. Then, we applied the constructed evaluation system to the feasibility evaluation of establishing measurement standards for eight different types of medical equipment in seven medical institutions. Differences in medical institutions and categories of medical equipment both have an impact on the values of the feasibility indicators for the establishment of measurement standards for medical equipment. The results of this study show that, the feasibility evaluation system for establishing measurement standards based on Group Decision Making-Analytical Hierarchy Processes can transform the problem of exploring the feasibility of establishing measurement standards in medical institutions into a multi-indicator quantitative evaluation problem, making the difficult-to-quantify decision-making process more scientific and objective.

摘要

当前医学设备计量工作中存在的问题,促使许多医疗机构开始考虑通过建立内部计量标准来构建一种便捷、长期稳定且低成本的计量服务模式,但尚未进行进一步深入探索,也未构建完善的计量标准及可行性评估体系。本研究旨在构建基于群体决策-层次分析法的计量标准建立可行性评估体系,为医学设备计量标准建立中的决策提供参考依据。构建了基于群体决策-层次分析法的计量标准建立可行性评估体系,该体系包括5个主要准则层评估指标和14个次准则层评估指标。通过运用萨蒂标度法对评估指标进行两两比较构建判断矩阵,计算准则层评估指标的相对权重。此外,运用扰动法对构建的模型进行敏感性分析。然后,将构建的评估体系应用于7家医疗机构8种不同类型医学设备计量标准建立的可行性评估。医疗机构的差异以及医学设备的类别均对医学设备计量标准建立可行性指标值产生影响。本研究结果表明,基于群体决策-层次分析法的计量标准建立可行性评估体系能够将医疗机构探索计量标准建立可行性的问题转化为多指标定量评估问题,使难以量化的决策过程更加科学、客观。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f7c5/11920080/f4b3a2b0250e/41598_2025_94546_Fig1_HTML.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验