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Cited by 249

The DOI matches its Crossref record; 2 of the 2 references it cites were found in a registry or an index.

Searching for an improved clinical comorbidity index for use with ICD-9-CM administrative data

Open access
Ghali, William A., Hall, Ruth E., Rosen, Amy K., Ash, Arlene S., Moskowitz, Mark A.·1996·Journal of Clinical Epidemiology

Abstract

We studied approaches to comorbidity risk adjustment by comparing two ICD-9-CM adaptations (Deyo, Dartmouth-Manitoba) of the Charlson comorbidity index applied to Massachusetts coronary artery bypass surgery data. We also developed a new comorbidity index by assigning study-specific weights to the original Charlson comorbidity variables. The 2 ICD-9-CM coding adaptations assigned identical Charlson comorbidity scores to 90% of cases, and specific comorbidities were largely found in the same cases (kappa values of 0.72-1.0 for 15 of 16 comorbidities). Meanwhile, the study-specific comorbidity index identified a 10% subset of patients with 15% mortality, whereas the 5% highest-risk patients according to the Charlson index had only 8% mortality (p = 0.01). A model using the new index to predict mortality had better validated performance than a model based on the original Charlson index (c = 0.74 vs. 0.70). Thus, in our population, the ICD-9-CM adaptation used to create the Charlson score mattered little, but using study-specific weights with the Charlson variables substantially improved the power of these data to predict mortality.

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Metadata

Authors
Ghali, W. A., Hall, R. E., Rosen, A. K., Ash, A. S., & Moskowitz, M. A.
Venue
Journal of Clinical Epidemiology
Publisher
Elsevier BV
Published
1996-03
Volume
49
Issue
3
Pages
273-278
ISSN
0895-4356 (ISSN-L)
OpenAlex
W2046770570
Cited by
249
References
2
FWCI
21.35
Type
journal article
Language
en
Open access
hybrid

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CoChat. (2026). Citation check: Searching for an improved clinical comorbidity index for use with ICD-9-CM administrative data. https://app.cochat.ai/papers/10.1016/0895-4356(95)00564-1
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Ghali, W. A., Hall, R. E., Rosen, A. K., Ash, A. S., & Moskowitz, M. A. (1996). Searching for an improved clinical comorbidity index for use with ICD-9-CM administrative data. Journal of Clinical Epidemiology. https://doi.org/10.1016/0895-4356(95)00564-1

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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.