分析患者的移动模式:基于过程采矿的纵向研究的见解
Mansoureh Yari Eili1, Fatemeh Hajialiasgari2, Mohammad Hossein Roozbahani3
1University of Qom, Iran.
概括
这就是阿尔茨海默病的原因.
科学领域:
- 医疗保健管理的管理
- 在医疗保健中的数据科学.
- 过程采矿应用程序
背景情况:
- 患者的流动性是医疗保健资源分配的关键.
- 医疗机构分布不均,导致患者流动.
- 了解阿尔茨海默病患者的流动性对伊朗至关重要.
研究的目的:
- 为了绘制阿尔茨海默病患者在伊朗各省的流动模式.
- 用医疗保险数据分析省际寻求护理行为.
- 为阿兹海默症患者确定关键的医疗保健目的地和服务不足的地区.
主要方法:
- 使用过程采矿技术进行纵向研究.
- 从萨拉玛特医疗保险数据库 (2019-2023) 分析了28425次医生办公室访问.
- 建立省际患者流动模式和护理流.
主要成果:
- 伊拉姆,阿尔博兹,西斯坦和北/南霍拉桑的省外流动率最高 (>50%).
- 德黑兰,阿尔博兹和伊斯法罕是70%阿尔茨海默病治疗的首选目的地.
- 库姆,亚兹德,法斯,吉兰,伊斯法罕,阿塞拜疆和K.拉扎维的患者流动性很小 (<1%).
结论:
- 过程挖掘有效地揭示了复杂的患者移动模式.
- 在伊朗各省份,医疗保健资源分配的差异很明显.
- 在全国范围内均衡分配医疗资源的建议至关重要.
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