Data Dive
The health IT space: Visualizing data structures of the leading EHRs
There’s no uniform structure for EHRs across the health IT space, data shows. Those that are interconnected show the most potential for robust analysis.
Resources Data Dive
Healthcare data visualizations | Page 3
At Arcadia, we believe in the power of data visualization to unlock insights into healthcare. Much of the team’s work has been driven by multiple clinical and claims datasets — we welcome your questions and ideas.
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Data Dive
Medicare ACO performance: Risk, enrollment size, cost and savings for 392 ACOs
A year’s worth of data from 392 Accountable Care Organizations show that precise risk-scoring is a predictor and indicator of financial success.
Data Dive
Utilization density plot: Cost and utilization of 50k ACO patients
50,000 patients show individual pathologies and community trends. Here, we see how three different cohorts’ yearly visits translate to healthcare costs.
Data Dive
Confounding correlations: Enlightenment and noise in the age of so much data
In an age of expanding data and increasingly powerful tools to process and visualize it, it’s increasingly difficult to filter out the noise and find meaning in a sea of numbers. With this piece, Arcadia vice president...
Data Dive
Medicare ACO performance
An updated visualization of Medicare ACO Performance compares risk, enrollment size, cost, and savings for 392 ACOs using a 2017 CMS data set.
Data Dive
War of attribution: Patient addresses relative to attributed PCP
Near, far, wherever you are, you’ll need primary care health services. In an urban metropolis, 38,000 patients are mapped geographically around providers.
Data Dive
Emergency department usage: Travel paths and frequent flyers
In a year, one patient visited an Emergency Department 296 times. How can healthcare networks better serve pain-ridden ED “frequent flyers”?
Data Dive
End of life procedures: The most frequent services in the final 12 weeks
Looking at the top 32 most provided services, Arcadia visualizes common costs of end-of-life care, from x-rays to CT scans.
Data Dive
Hospital variation: Size, cost, outcomes, and experience as reported by CMS
In the interplay of cost, value, and outcomes, CMS data allows us to identify how the country’s largest hospitals balance between efficiency and care.
Data Dive
Medicare ACO performance: Risk, enrollment size, cost and savings for 372 ACOs
A data visualization of Medicare ACO Performance compares risk, enrollment size, cost, and savings for 372 ACOs using a 2014 CMS data set.
Data Dive
Prescription drug movements: 5 years of popularity and cost shifts
Follow the price and popularity of several drugs, from Xeljanz to insulin, as they become mainstays (or lose traction) in the healthcare marketplace.
Data Dive
Burgers and fries: 5,002 fast food outlets and the link to obesity
There’s a strong correlation between a city’s obesity rate and its number of fast food franchises, a public health quandary that requires more than data.