Journal Article

Simple Excel and ICD-10 based dataset calculator for the Charlson and Elixhauser comorbidity indices

Strauss, Eiki, Kolk, Helgi, Märtson, Aare, Prommik, Pärt, Saluse, Toomas, Tootsi, Kaspar

2022

Overview

Background The Charlson and Elixhauser Comorbidity Indices are the most widely used comorbidity assessment methods in medical research. Both methods are adapted for use with the International Classification of Diseases, which 10th revision (ICD-10) is used by over a hundred countries in the world. Available Charlson and Elixhauser Comorbidity Index calculating methods are limited to a few applications with command-line user interfaces, all requiring specific programming language skills. This study aims to use Microsoft Excel to develop a non-programming and ICD-10 based dataset calculator for Charlson and Elixhauser Comorbidity Index and to validate its results with R- and SAS-based methods. Methods The Excel-based dataset calculator was developed using the program’s formulae, ICD-10 coding algorithms, and different weights of the Charlson and Elixhauser Comorbidity Index. Real, population-wide, nine-year spanning, index hip fracture data from the Estonian Health Insurance Fund was used for validating the calculator. The Excel-based calculator’s output values and processing speed were compared to R- and SAS-based methods. Results A total of 11,491 hip fracture patients’ comorbidities were used for validating the Excel-based calculator. The Excel-based calculator’s results were consistent, revealing no discrepancies, with R- and SAS-based methods while comparing 192,690 and 353,265 output values of Charlson and Elixhauser Comorbidity Index, respectively. The Excel-based calculator’s processing speed was slower but differing only from a few seconds up to four minutes with datasets including 6250–200,000 patients. Conclusions This study proposes a novel, validated, and non-programming-based method for calculating Charlson and Elixhauser Comorbidity Index scores. As the comorbidity calculations can be conducted in Microsoft Excel’s simple graphical point-and-click interface, the new method lowers the threshold for calculating these two widely used indices. Trial registration retrospectively registered.

• Publisher: BioMed Central,BioMed Central Ltd,Springer Nature B.V,BMC
• Subject: Analysis / Care and treatment / Charlson comorbidity index / Classification / Codes / Comorbidity / Comorbidity calculator / Datasets / Diagnosis / Elixhauser comorbidity index / Fractures / Health insurance / Health Sciences / ICD-10 / Medical records / Medical research / Medicine / Medicine & Public Health / Methodology / Methods / Nosology / Patients / Processing speed / Programming languages / Research methodology / Software upgrading / Spreadsheets / Statistical analysis / Statistical Theory and Methods / Statistics for Life Sciences / Theory of Medicine/Bioethics