Using Medicare claims data to assess provider quality for CABG surgery: does it work well enough?

Abstract:

OBJECTIVES:To assess the relative abilities of clinical and administrative data to predict mortality and to assess hospital quality of care for CABG surgery patients. DATA SOURCES/STUDY SETTING:1991-1992 data from New York's Cardiac Surgery Reporting System (clinical data) and HCFA's MEDPAR (administrative data). STUDY DESIGN/SETTING/SAMPLE: This is an observational study that identifies significant risk factors for in-hospital mortality and that risk-adjusts hospital mortality rates using these variables. Setting was all 31 hospitals in New York State in which CABG surgery was performed in 1991-1992. A total of 13,577 patients undergoing isolated CABG surgery who could be matched in the two databases made up the sample. MAIN OUTCOME MEASURES:Hospital risk-adjusted mortality rates, identification of "outlier" hospitals, and discrimination and calibration of statistical models were the main outcome measures. PRINCIPAL FINDINGS:Part of the discriminatory power of administrative statistical models resulted from the miscoding of postoperative complications as comorbidities. Removal of these complications led to deterioration in the model's C index (from C = .78 to C = .71 and C = .73). Also, provider performance assessments changed considerably when complications of care were distinguished from comorbidities. The addition of a couple of clinical data elements considerably improved the fit of administrative models. Further, a clinical model based on Medicare CABG patients yielded only three outliers, whereas eight were identified using a clinical model for all CABG patients. CONCLUSIONS:If administrative databases are used in outcomes research, (1) efforts to distinguish complications of care from comorbidities should be undertaken, (2) much more accurate assessments may be obtained by appending a limited number of clinical data elements to administrative data before assessing outcomes, and (3) Medicare data may be misleading because they do not reflect outcomes for all patients.

journal_name

Health Serv Res

journal_title

Health services research

authors

Hannan EL,Racz MJ,Jollis JG,Peterson ED

subject

Has Abstract

pub_date

1997-02-01 00:00:00

pages

659-78

issue

6

eissn

0017-9124

issn

1475-6773

journal_volume

31

pub_type

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