Package: multimorbidity 0.5.1
multimorbidity: Harmonizing Various Comorbidity, Multimorbidity, and Frailty Measures
Identifying comorbidities, frailty, and multimorbidity in claims and administrative data is often a duplicative process. The functions contained in this package are meant to first prepare the data to a format acceptable by all other packages, then provide a uniform and simple approach to generate comorbidity and multimorbidity metrics based on these claims data. The package is ever evolving to include new metrics, and is always looking for new measures to include. The citations used in this package include the following publications: Anne Elixhauser, Claudia Steiner, D. Robert Harris, Rosanna M. Coffey (1998) <doi:10.1097/00005650-199801000-00004>, Brian J Moore, Susan White, Raynard Washington, et al. (2017) <doi:10.1097/MLR.0000000000000735>, Mary E. Charlson, Peter Pompei, Kathy L. Ales, C. Ronald MacKenzie (1987) <doi:10.1016/0021-9681(87)90171-8>, Richard A. Deyo, Daniel C. Cherkin, Marcia A. Ciol (1992) <doi:10.1016/0895-4356(92)90133-8>, Hude Quan, Vijaya Sundararajan, Patricia Halfon, et al. (2005) <doi:10.1097/01.mlr.0000182534.19832.83>, Dae Hyun Kim, Sebastian Schneeweiss, Robert J Glynn, et al. (2018) <doi:10.1093/gerona/glx229>, Melissa Y Wei, David Ratz, Kenneth J Mukamal (2020) <doi:10.1111/jgs.16310>, Kathryn Nicholson, Amanda L. Terry, Martin Fortin, et al. (2015) <doi:10.15256/joc.2015.5.61>, Martin Fortin, José Almirall, and Kathryn Nicholson (2017)<doi:10.15256/joc.2017.7.122>.
Authors:
multimorbidity_0.5.1.tar.gz
multimorbidity_0.5.1.zip(r-4.5)multimorbidity_0.5.1.zip(r-4.4)multimorbidity_0.5.1.zip(r-4.3)
multimorbidity_0.5.1.tgz(r-4.4-any)multimorbidity_0.5.1.tgz(r-4.3-any)
multimorbidity_0.5.1.tar.gz(r-4.5-noble)multimorbidity_0.5.1.tar.gz(r-4.4-noble)
multimorbidity_0.5.1.tgz(r-4.4-emscripten)multimorbidity_0.5.1.tgz(r-4.3-emscripten)
multimorbidity.pdf |multimorbidity.html✨
multimorbidity/json (API)
NEWS
# Install 'multimorbidity' in R: |
install.packages('multimorbidity', repos = c('https://wyattbensken.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/wyattbensken/multimorbidity/issues
- cfi_dx10lookup - CFI ICD-10 Lookup.
- cfi_dx9lookup - CFI ICD-9 Lookup.
- cfi_pxlookup - CFI Procedure Codes Lookup.
- cfi_weightlookup - CFI Procedure Codes Lookup.
- i9_i10_comb - Example diagnosis data.
- id - Example ID data.
- prepared_data - Prepared dataset
Last updated 2 years agofrom:5a2d1df681. Checks:OK: 3 NOTE: 4. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 07 2024 |
R-4.5-win | OK | Nov 07 2024 |
R-4.5-linux | OK | Nov 07 2024 |
R-4.4-win | NOTE | Nov 07 2024 |
R-4.4-mac | NOTE | Nov 07 2024 |
R-4.3-win | NOTE | Nov 07 2024 |
R-4.3-mac | NOTE | Nov 07 2024 |
Exports:%>%cficharlsoncomorbidity_windowelixhausermwinicholsonfortinprepare_data
Dependencies:bitbit64blobcachemchronclicpp11DBIdplyrfansifastmapgenericsgluegsubfnlifecyclelubridatemagrittrmemoisepillarpkgconfigplogrprotopurrrR6rlangRSQLitesqldfstringistringrtibbletidyrtidyselecttimechangeutf8vctrswithr
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Claims-based Frailty Index (CFI) | cfi |
CFI ICD-10 Lookup. | cfi_dx10lookup |
CFI ICD-9 Lookup. | cfi_dx9lookup |
CFI Procedure Codes Lookup. | cfi_pxlookup |
CFI Procedure Codes Lookup. | cfi_weightlookup |
Charlson Comorbidities | charlson |
Limit our comorbidities / multimorbidity measures to a specific time window. | comorbidity_window |
Elixhauser Comorbidities | elixhauser |
Example diagnosis data. | i9_i10_comb |
Example ID data. | id |
Multimorbidity Weighted Index (MWI) | mwi |
Nicholson and Fortin Conditions | nicholsonfortin |
Prepare our claims data for analysis | prepare_data |
Prepared dataset | prepared_data |