Shwartz M, Iezzoni L I, Ash A S, Mackiernan Y D
Department of Medicine, Beth Israel Hospital, Boston, MA 02215, USA.
Health Serv Res. 1996 Oct;31(4):365-85.
To examine whether judgments about hospital length of stay (LOS) vary depending on the measure used to adjust for severity differences.
DATA SOURCES/STUDY SETTING: Data on admissions to 80 hospitals nationwide in the 1992 MedisGroups Comparative Database.
For each of 14 severity measures, LOS was regressed on patient age/sex, DRG, and severity score. Regressions were performed on trimmed and untrimmed data. R-squared was used to evaluate model performance. For each severity measure for each hospital, we calculated the expected LOS and the z-score, a measure of the deviation of observed from expected LOS. We ranked hospitals by z-scores.
All patients admitted for initial surgical repair of a hip fracture, defined by DRG, diagnosis, and procedure codes.
The 5,664 patients had a mean (s.d.) LOS of 11.9 (8.9) days. Cross-validated R-squared values from the multivariable regressions (trimmed data) ranged from 0.041 (Comorbidity Index) to 0.165 (APR-DRGs). Using untrimmed data, observed average LOS for hospitals ranged from 7.6 to 23.9 days. The 14 severity measures showed excellent agreement in ranking hospitals based on z-scores. No severity measure explained the differences between hospitals with the shortest and longest LOS.
Hospitals differed widely in their mean LOS for hip fracture patients, and severity adjustment did little to explain these differences.
研究关于住院时间(LOS)的判断是否会因用于调整严重程度差异的指标不同而有所变化。
数据来源/研究背景:1992年MedisGroups比较数据库中全国80家医院的入院数据。
对于14种严重程度指标中的每一种,将住院时间对患者年龄/性别、疾病诊断相关分组(DRG)和严重程度评分进行回归分析。对经过修剪和未经过修剪的数据都进行了回归分析。使用决定系数(R²)来评估模型性能。对于每家医院的每种严重程度指标,我们计算了预期住院时间和z分数,z分数是观察到的住院时间与预期住院时间偏差的一种度量。我们根据z分数对医院进行排名。
所有因髋部骨折初次手术修复入院的患者,由DRG、诊断和手术编码定义。
5664名患者的平均(标准差)住院时间为11.9(8.9)天。多变量回归(修剪后的数据)的交叉验证R²值范围从0.041(合并症指数)到0.165(APR-DRGs)。使用未修剪的数据,医院观察到的平均住院时间范围为7.6至23.9天。这14种严重程度指标在基于z分数对医院进行排名方面显示出极好的一致性。没有一种严重程度指标能够解释住院时间最短和最长的医院之间的差异。
髋部骨折患者的平均住院时间在不同医院之间差异很大,严重程度调整对解释这些差异作用不大。