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中国的脏病学工作人员:描述当前的状况,并根据现实世界的数据评估最佳能力
Jingyi Wu1, Qing Li1, Chenlu Bao1
1Advanced Institute of Information Technology, Peking University, No.233 Yonghui Road, Xiaoshan District, Hangzhou, 311215, Zhejiang, China.
Human resources for health
|August 8, 2023
概括
中国中国中国中国.
科学领域:
- 腎臟病學 (nephrology) 是一種醫學專業.
- 医疗保健工作人员分析
- 公共卫生政策 公共卫生政策
背景情况:
- 在中国,科医生的分布不均.
- 了解患者的流动性对于医疗保健规划至关重要.
研究的目的:
- 描述目前在中国的科工作人员.
- 通过使用患者流动性数据,评估科医生的最佳能力.
主要方法:
- 从使用网络爬虫和NLP的在线平台收集了科医生数据.
- 分析了慢性病 (CKD) 患者住院和流动性数据 (2014-2018).
- 使用多变量波桑回归来评估劳动力对患者流动性的影响.
主要成果:
- 中国每百万人口中有9.13名科医生 (pmp),地理差异很大.
- 21.3%的CKD住院病例涉及跨城市旅行.
- 来源城市和目的地城市的科医生密度都影响了患者的流动性.
结论:
- 在中国的科工作人员中存在显著的地理差异.
- 根据医疗保健需求和移动模式,建议在12-20个科医生pmp的最佳范围.
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