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https://github.com/andrewallenbruce/forager
Healthcare Revenue Cycle :infinity:
https://github.com/andrewallenbruce/forager
accounts-receivable healthcare insurance-claims r r-package rcm revenue-cycle rstats
Last synced: 3 months ago
JSON representation
Healthcare Revenue Cycle :infinity:
- Host: GitHub
- URL: https://github.com/andrewallenbruce/forager
- Owner: andrewallenbruce
- License: other
- Created: 2022-08-25T06:04:00.000Z (about 2 years ago)
- Default Branch: master
- Last Pushed: 2024-05-22T20:02:40.000Z (6 months ago)
- Last Synced: 2024-05-22T22:40:03.607Z (6 months ago)
- Topics: accounts-receivable, healthcare, insurance-claims, r, r-package, rcm, revenue-cycle, rstats
- Language: R
- Homepage: https://andrewallenbruce.github.io/forager/
- Size: 12.5 MB
- Stars: 5
- Watchers: 2
- Forks: 0
- Open Issues: 2
-
Metadata Files:
- Readme: README.Rmd
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
Awesome Lists containing this project
- jimsghstars - andrewallenbruce/forager - Healthcare Revenue Cycle :infinity: (R)
README
---
output: github_document
---
```{r, include = FALSE}
knitr::opts_chunk$set(
echo = TRUE,
message = FALSE,
warning = FALSE,
error = TRUE,
comment = "#>",
dpi = 300,
out.width = "100%",
fig.path = "man/figures/README-"
)
```
# forager 
> ***Forager** (noun)*
>
> *A person that goes from place to place searching for things that they
> can eat or use.*[^1]
> ***Ager** (noun)*
>
> *A person that calls from place to place searching for payment before
> insurance can refuse.*[^2]
[](https://github.com/andrewallenbruce/forager/actions/workflows/R-CMD-check.yaml)
[](https://choosealicense.com/licenses/mit/)
[](https://github.com/andrewallenbruce/forager)
[](https://github.com/andrewallenbruce/forager/commits/master)
[](https://app.codecov.io/gh/andrewallenbruce/forager?branch=master)
## :package: Installation
You can install `forager` from [GitHub](https://github.com/) with:
``` r
# install.packages("pak")
pak::pak("andrewallenbruce/forager")
```
## :beginner: Usage
```{r setup, echo=TRUE, message=FALSE, warning=FALSE}
library(tidyverse)
library(clock)
library(ymd)
library(forager)
library(fuimus)
```
## The Lifecycle of a Claim
```{r, echo=TRUE, warning=FALSE}
(x <- mock_claims(15000))
```
```{r echo=TRUE}
(x <- prep_claims(x))
```
```{r}
summarise_claims(x) |>
glimpse()
```
```{r echo=TRUE}
x |>
group_by(
year = year(date_service),
month = month(date_service),
payer
) |>
summarise_claims() |>
arrange(payer) |>
select(year, month, payer, n_claims, ending_ar, mean_dar)
```
```{r echo=TRUE}
x |>
group_by(
year = year(date_service),
qtr = quarter(date_service),
payer
) |>
summarise_claims() |>
arrange(payer) |>
select(year, qtr, payer, n_claims, ending_ar, mean_dar)
```
## Days in AR Calculation
> Monthly
```{r echo=TRUE}
tibble(
date = date_build(2024, 1:12),
gct = rpois(12, 250000:400000),
earb = rpois(12, 290000:400000)
) |>
avg_dar(
date,
gct,
earb,
dart = 35,
by = "month")
```
> Quarterly
```{r echo=TRUE}
tibble(
date = date_build(2024, 1:12),
gct = rpois(12, 250000:400000),
earb = rpois(12, 285500:400000)
) |>
avg_dar(
date,
gct,
earb,
dart = 35,
by = "quarter")
```
------------------------------------------------------------------------------
## :balance_scale: Code of Conduct
Please note that the `forager` project is released with a [Contributor Code of Conduct](https://andrewallenbruce.github.io/forager/CODE_OF_CONDUCT.html). By contributing to this project, you agree to abide by its terms.
## :classical_building: Governance
This project is primarily maintained by [Andrew Bruce](https://github.com/andrewallenbruce). Other authors may occasionally assist with some of these duties.
[^1]:
[^2]: Me.