elixhauser: Classcodes for Elixhauser based on ICD-codes

Description Usage Format Details References See Also


Solid tumors are subordinate to metastatic cancer. A patient with both conditions will still be classified as such but a possible (weighted) index value will only account for metastatic cancer. The same is true for "diabetes uncomplicated", which is subordinate of "diabetes complicated". See Elixhauser et al. (1998).




A data frame with 31 rows and 8 variables:


comorbidity groups


regular expressions identifying ICD-10 codes of each group. Corresponds to column 'ICD-10' in table 2 of Quan et al. (2005).


regular expressions identifying only the first three characters of ICD-10 codes of each group. This alternative version was added only to use in emergency when only the first three digits are available. It is not an official version and we do not recommend to use it!


Corresponds to column 'Elixhauser's Original ICD-9-CM' in table 2 of Quan et al. (2005).


Corresponds to column 'Elixhauser AHRQ-Web ICD-9-CM' in table 2 of Quan et al. (2005).


Corresponds to column 'Enhanced ICD-9-CM' in table 2 of Quan et al. (2005).


all weights = 1 (thus no weights)


as sum_all excluding "cardiac arrhythmia. Compare to icd9cm_ahrqweb which does not consider this condition.


weights suggested by Walraven et al. (2009)


weights suggested by Thompson et al. (2015) based on all conditions except cardiac arrhythmia


weights suggested by Thompson et al. (2015) based on all conditions


weights for in-hospital mortality suggested by Moore et al. (2017)


weights for readmissions suggested by Moore et al. (2017)


Note that "DRG screen" as proposed in table 1 of Elixhauser et al. (1998) is not handled by the coder package. This should instead be considered as an additional pre- or post-processing step!


Elixhauser A, Steiner C, Harris DR, Coffey RM (1998). Comorbidity Measures for Use with Administrative Data. Med Care. 1998;36(1):8–27.

Moore, B. J., White, S., Washington, R., Coenen, N., & Elixhauser, A. (2017). Identifying Increased Risk of Readmission and In-hospital Mortality Using Hospital Administrative Data. Medical Care, 55(7), 698–705. doi: 10.1097/MLR.0000000000000735

Quan Hude et al. (2005). Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data. Medical care, 1130-1139. https://www.jstor.org/stable/3768193

Thompson, N. R., Fan, Y., Dalton, J. E., Jehi, L., Rosenbaum, B. P., Vadera, S., & Griffith, S. D. (2015). A new Elixhauser-based comorbidity summary measure to predict in-hospital mortality. Med Care, 53(4), 374–379. doi: 10.1097/MLR.0000000000000326

Walraven, C. Van, Austin, P. C., Jennings, A., Quan, H., Alan, J., Walraven, C. Van, … Jennings, A. (2009). A Modification of the Elixhauser Comorbidity Measures Into a Point System for Hospital Death Using Administrative Data. Medical Care, 47(6), 626–633.

See Also

Other default classcodes: ae, charlson, cps, hip_ae_hailer, rxriskv

coder documentation built on Jan. 18, 2021, 5:07 p.m.