Shwartz M, Iezzoni L I, Moskowitz M A, Ash A S, Sawitz E
Health Care Management Program, School of Management, Boston University, MA 02215, USA.
Med Care. 1996 Aug;34(8):767-82. doi: 10.1097/00005650-199608000-00005.
The authors examine to what extent comorbidities contribute to differences in patient hospital costs.
The medical record data for this study were collected from 15 metropolitan Boston hospital for 4,439 patients admitted mostly in 1985 for one of eight common conditions. Massachusetts hospital discharge abstract data for 1985 and 1993 also were used. Comorbidities were identified from the medical record for the 15-hospital data set and from discharge abstracts for all cases. Stepwise regression models were used to develop comorbidity scores.
Across all conditions, the medical record-based comorbidity score increased the R2 value from .42 in a model with diagnosis-related groups alone to .50. In condition-specific analyses, including the comorbidity score increased the R2 by more than 50% in six of eight conditions, and was more important than several other dimensions of severity in explaining condition-specific costs. When comorbidities were determined from discharge abstract data rather than medical records, only approximately half as much comorbidity was found. Also, there was much less explanatory power: the all-condition R2 only went from .42 to .44. However, a comorbidity score developed from statewide hospital discharge abstract data was more useful in explaining variations in charges in the eight condition-specific analyses conducted on patients 65 years and older.
Comorbidities, particularly when determined from the medical record, are important determinants of patient costs.
作者探讨合并症在多大程度上导致患者住院费用的差异。
本研究的病历数据收集自波士顿15家大都市医院的4439名患者,这些患者大多于1985年因八种常见病症之一入院。还使用了1985年和1993年马萨诸塞州医院出院摘要数据。从15家医院数据集的病历以及所有病例的出院摘要中识别合并症。使用逐步回归模型来制定合并症评分。
在所有病症中,基于病历的合并症评分将仅包含诊断相关组的模型中的R2值从0.42提高到了0.50。在特定病症分析中,纳入合并症评分后,八种病症中的六种病症的R2提高了50%以上,并且在解释特定病症费用方面比其他几个严重程度维度更重要。当从出院摘要数据而非病历中确定合并症时,发现的合并症数量仅约为前者的一半。此外,解释力也小得多:所有病症的R2仅从0.42升至0.44。然而,从全州医院出院摘要数据得出的合并症评分在解释对65岁及以上患者进行的八项特定病症分析中的费用差异方面更有用。
合并症,尤其是从病历中确定的合并症,是患者费用的重要决定因素。