Department of Healthcare Management, Faculty of Health Sciences, Ondokuz Mayıs University, Samsun, Türkiye.
Department of Industrial Engineering, Faculty of Engineering, Ondokuz Mayıs University, Samsun, Türkiye.
BMC Med Inform Decis Mak. 2024 Nov 28;24(1):363. doi: 10.1186/s12911-024-02769-9.
Cardiovascular disease risk factors play a crucial role in determining individuals' future health status and significantly affect health. This paper aimed to address cardiovascular disease risk factors in low- and middle-income countries using multi-criteria decision-making methods.
In line with this objective, 22 evaluation criteria were identified. Due to the unequal importance levels of the criteria, the interval-valued Pythagorean Fuzzy AHP (PF-AHP) method was employed for weighting. The TOPSIS method was utilized to rank the countries.
The application of interval-valued PF-AHP revealed that metabolic, behavioral, and economic factors are more important in contributing to disease risk. Among adults, tobacco use prevalence was identified as the most significant risk factor. According to the TOPSIS method, Lebanon, Jordan, Solomon Islands, Serbia, and Bulgaria ranked highest, while Timor Leste, Benin, Ghana, Niger, and Ethiopia ranked lowest.
Identifying disease risk factors and preventing or reducing risks are crucial in combating cardiovascular diseases. Therefore, it is recommended that countries ranking higher take remedial actions to reduce disease risk.
心血管疾病风险因素在决定个体未来健康状况方面起着至关重要的作用,对健康有重大影响。本文旨在使用多准则决策方法解决中低收入国家的心血管疾病风险因素问题。
为实现这一目标,确定了 22 项评估标准。由于标准的重要性水平不平等,因此采用区间型 Pythagorean 模糊层次分析法 (PF-AHP) 进行权重分配。采用 TOPSIS 方法对国家进行排名。
区间型 PF-AHP 的应用表明,代谢、行为和经济因素在导致疾病风险方面更为重要。在成年人中,吸烟流行率被确定为最重要的风险因素。根据 TOPSIS 方法,黎巴嫩、约旦、所罗门群岛、塞尔维亚和保加利亚排名最高,而东帝汶、贝宁、加纳、尼日尔和埃塞俄比亚排名最低。
确定疾病风险因素并预防或降低风险对于防治心血管疾病至关重要。因此,建议排名较高的国家采取补救措施降低疾病风险。