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使用用于行政索赔数据库设计的算法识别的潜在耐火慢性咳的成年人的特征:一项描述性研究
Sascha van Boemmel-Wegmann1, Kenneth W Altman2, Ron Herrera1
1Integrated Evidence Generation, Bayer AG, Berlin, Germany.
Science progress
|March 28, 2024
概括
这项研究开发了一种算法,用于在行政索赔数据中识别耐火性慢性咳 (RCC) 的患者. 该算法识别了潜在的RCC病例的特征,突出了常见的并发症和药物使用.
科学领域:
- 肺部病理学 肺部病理学
- 流行病学 流行病学
- 医疗信息学 医疗信息学
背景情况:
- 对耐火性慢性咳 (RCC) 的基于人群的研究有限.
- 在大型数据集中准确识别RCC患者具有挑战性.
- 行政索赔数据库为流行病学研究提供了潜力.
研究的目的:
- 使用行政索赔数据开发和描述一种用于识别耐火性慢性咳 (RCC) 患者的算法.
- 描述被确定为潜在的RCC病例的患者群体.
- 为未来关于RCC流行率和特征的研究奠定基础.
主要方法:
- 从行政索赔数据中确定了一组患有慢性咳的成年人 (N=782,121).
- 应用了一种算法,根据咳事件频率和排除标准来识别潜在的RCC病例.
- 潜在的RCC病例被分为可能的,可能的和不可能的队列进行特征分析.
主要成果:
- 16.8%的慢性咳患者被确定为潜在的RCC病例.
- 潜在的RCC病例主要是女性 (66.4-70.5%),平均年龄为53-60岁.
- 常见的并发症包括过敏性鼻炎,高血压和胃食道逆流症;在可能的RCC病例中观察到药物的使用增加.
结论:
- 开发的算法提供了一种在行政索赔数据库中识别潜在耐火慢性咳 (RCC) 患者的方法.
- 该算法需要在未来的研究中进一步验证.
- 这种方法可以促进对RCC进行更大规模的流行病学研究.
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