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Charlson index scores from administrative data and case-note review compared favourably in a renal disease cohort
Marjorie C Johnston1, Angharad Marks2, Michael A Crilly3
11 Chronic Disease Research Group, Division of Applied Health Sciences, University of Aberdeen, Aberdeen, AB25 2ZD, UK 2 NHS Grampian, Summerfield House, Aberdeen, AB15 6RE, UK marjorie.johnston@abdn.ac.uk.
Insights
Administrative data Charlson index scores effectively predict mortality in chronic kidney disease patients, comparing favorably to case-note review. Neither method predicted renal replacement therapy initiation.
Area of Science:
- Nephrology
- Epidemiology
- Health Services Research
Background:
- The Charlson index is a standard comorbidity measure.
- Comparing administrative data to case-note review (CNR) for Charlson index calculation is crucial for chronic kidney disease (CKD) cohorts.
- The Grampian Laboratory Outcomes Mortality and Morbidity Study (GLOMMS-1) cohort provides a valuable dataset for this comparison.
Purpose of the Study:
- To compare Charlson index scores derived from administrative data versus CNR.
- To evaluate the association of these scores with all-cause mortality and renal replacement therapy (RRT) initiation in CKD patients.
Main Methods:
- Modified Charlson index scores were calculated using both administrative data and CNR within the GLOMMS-1 cohort.
- Agreement between the two scoring methods was assessed using weighted Kappa.
- Association with outcomes (mortality, RRT initiation) was analyzed using Poisson regression and net reclassification improvement.
Main Results:
- Moderate agreement (weighted kappa 0.41) was observed between administrative data and CNR-derived Charlson scores.
- Both scoring methods were associated with all-cause mortality, independent of confounders.
- Administrative data Charlson scores showed a stronger association with mortality than CNR scores, as indicated by net reclassification improvement.
- Neither Charlson index score was significantly associated with commencing RRT.
Conclusions:
- Modified Charlson index scores from both administrative data and CNR are associated with mortality in CKD patients.
- Administrative data may be a superior source for the Charlson index in predicting mortality compared to CNR.
- Neither method demonstrated an association with RRT initiation in this cohort.
Background:
The Charlson index is a widely used measure of comorbidity. The objective was to compare Charlson index scores calculated using administrative data to those calculated using case-note review (CNR) in relation to all-cause mortality and initiation of renal replacement therapy (RRT) in the Grampian Laboratory Outcomes Mortality and Morbidity Study (GLOMMS-1) chronic kidney disease cohort.
Methods:
Modified Charlson index scores were calculated using both data sources in the GLOMMS-1 cohort. Agreement between scores was assessed using the weighted Kappa. The association with outcomes was assessed using Poisson regression, and the performance of each was compared using net reclassification improvement.
Results:
Of 3382 individuals, median age 78.5 years, 56% female, there was moderate agreement between scores derived from the two data sources (weighted kappa 0.41). Both scores were associated with mortality independent of a number of confounding factors. Administrative data Charlson scores were more strongly associated with death than CNR scores using net reclassification improvement. Neither score was associated with commencing RRT.
Conclusion:
Despite only moderate agreement, modified Charlson index scores from both data sources were associated with mortality. Neither was associated with commencing RRT. Administrative data compared favourably and may be superior to CNR when used in the Charlson index to predict mortality.
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