Healthcare Data Analytics in R

Interacting with an API: NPPES NPI Registry

JSON
API
NPPES
NPI

A short description of the post.

Transparency in Coverage: Parsing JSON in R

JSON
medical-coding
data-analytics

A short description of the post.

Text Wrangling: Timely Filing Limits

medical-billing
medical-coding
data-analytics

Coding a more intuitive framework for a Timely Filing Limits table from external sources for internal use.

R Cookbook: Aging of Accounts

medical-billing
medical-coding
data-analytics

Personal R code cookbook for common RCM Aging analyses.

Text Wrangling: EDI Payer List

healthcare
EDI
HL7
HIPAA
rstats
r-bloggers

Coding a more intuitive framework for an EDI Payer List from external sources for internal use.

Chloropleth Maps: Medicare Physician & Other Practitioners Dataset

medicare
data-analytics
highcharter
highcharts
rstats
r-bloggers

Create interactive chloropleth maps for more intuitive data visualizations.

Drill-Down Tables: Medicare Physician & Other Practitioners Dataset

medicare
data-analytics
reactable
reactablefmtr
rstats
r-bloggers

Create interactive drill-down tables for more effective data analysis.

Anscombe's Quartet: Healthcare Edition

healthcare
anscombes-quartet
data-analytics
rstats
r-bloggers

A healthcare-centric take on the famous quartet.

KPI Guide: Days in AR

KPI
Days-in-AR
Healthcare
Reimbursement

An (exhaustive) overview of the Days in AR metric from a healthcare reimbursement perspective.

R Cookbook: Medical Billing

medical-billing
medical-coding
data-analytics

Personal R code cookbook for common Medical Billing performance analyses.

R Cookbook: Healthcare Revenue Cycle

healthcare
revenue-cycle
data-analytics
rstats
r-bloggers

Personal R code cookbook for common Revenue Cycle Management analysis.

KPI Guide: PARBx & BPI

KPI
Lirov
PARBx

An overview of Lirov's Percentage of Accounts Receivable Beyond X Days and Billing Performance Index

Data Wrangling: EHR Healthcare Claims Data

medical-billing
data-analytics
dplyr
rstats
r-bloggers

Using the {tidyverse} to wrangle EHR/EMR healthcare claims data.

Welcome

revenue-cycle-management
medical-billing
medical-coding
data-analytics
rstats

An #rstats geek in healthcare analytics, here to spread the good word of R.

More articles »

Healthcare Data Analytics in R

Corrections

If you see mistakes or want to suggest changes, please create an issue on the source repository.

Reuse

Text and figures are licensed under Creative Commons Attribution CC BY 4.0. Source code is available at https://github.com/andrewallenbruce, unless otherwise noted. The figures that have been reused from other sources don't fall under this license and can be recognized by a note in their caption: "Figure from ...".