尼曼成像并发症指数:在国家商业索赔数据库中开发和验证
Casey E Pelzl1, Andrew B Rosenkrantz2, Elizabeth Y Rula3
1The Harvey L. Neiman Health Policy Institute, Reston, Virginia.
Journal of the American College of Radiology : JACR
|January 26, 2024
概括
使用索赔数据开发了一个新的尼曼成像并发症指数 (NICI),以预测先进的成像使用. NICI有效地识别了可能接受成像检查的患者,作为一个有价值的研究控制变量.
科学领域:
- 医疗保健服务研究 医疗服务研究
- 医疗信息学 医疗信息学
- 流行病学 流行病学
背景情况:
- 先进的成像利用在患者群体之间有很大的差异.
- 准确的控制变量对于研究分析医疗保健利用和结果至关重要.
- 现有的并发症指数可能无法最佳地预测先进的成像接收.
研究的目的:
- 开发和验证尼曼成像并发症指数 (NICI).
- 创建一个基于索赔数据的工具,用于预测先进的成像 (CT,MR,PET) 使用.
- 为研究中控制先进成像提供一个实用程序.
主要方法:
- 对国家商业索赔数据 (2018-2019) 的回顾性分析.
- 拉索回归用于识别预测先进成像的并发症.
- 在培训队伍中开发并内部验证的指数.
主要成果:
- 该NICI包括九种并发症,并证明了高级成像接收的良好歧视 (C统计0.709).
- 在预测高级成像方面,NICI的表现优于查尔森并发症指数 (CCI) (C统计值为0.692).
- 根据年龄和性别进行调整,进一步改善了歧视 (C统计 0.748).
结论:
- NICI是一个简单的,可计算的共发病负担指标.
- 在研究中,NICI可以根据患者接受高级成像的可能性进行调整.
- 对于未来的研究,建议对NICI进行外部验证.
相关概念视频
Nursing Clinical Information System
778
Nursing Clinical Information System (NCIS)
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
778
Formulating and Validating Nursing Diagnosis II
2.8K
Nursing diagnoses represent a problem validated by major defining characteristics. There are four categories of nursing diagnoses: problem-focused, risk, health promotion or wellness, and syndrome. The anatomy of a nursing diagnosis includes three components: problem statement or diagnostic label, defining characteristics, and related factors.
Risk nursing diagnoses represent clinical judgments of an individual, family, or community more vulnerable to developing the health problem than others...
Risk nursing diagnoses represent clinical judgments of an individual, family, or community more vulnerable to developing the health problem than others...
2.8K
Documentation of Nursing Diagnosis
1.3K
The nurse documents nursing diagnoses and enters them into the patient record. The identified patient's nursing diagnosis is either written out with a plan of care or entered into the electronic health record.
In some settings, data-driven computerized decision support systems are in place, allowing for more accurate nursing diagnoses. The database within one of these systems includes diagnostic labels defining characteristics, activities, and indicators for nursing. A nurse enters...
In some settings, data-driven computerized decision support systems are in place, allowing for more accurate nursing diagnoses. The database within one of these systems includes diagnostic labels defining characteristics, activities, and indicators for nursing. A nurse enters...
1.3K


