Data Gallery
An ACO assignment journey: Coding and attribution in medicare ACOs
Two different ACOs are assigned two Medicare patients each, and their operational choices shed light on the relationship between engagement and profits.
Resources
Our latest thinking | Page 39
Browse articles, white papers, webinars, replays, and resources on a variety of topics, like population health, healthcare analytics, and value-based care.
Showing 492 entries, page 39 of 41
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White Paper
Building a successful Accountable Care Organization
Understand Arcadia’s ACO Maturity Model in more detail and learn how to lay out a framework for organizational evaluation.
Data Gallery
Revolving risk: A risk profile of 42,705 patients across 166,440 visits
In healthcare, risk = estimated cost. Over a year, we mapped patient visits and whether providers could classify their risk using EHR and claims data.
Data Gallery
Booking ahead: The early bird will be seen now
A calendar-view of appointments at a 25-physician provider group reveals that the majority are booked at the end of the year, at least a month in advance.
Data Gallery
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.
Data Gallery
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.
Insight
A day in the life of “Death by a Thousand Clicks”
Physicians’ complaints about inefficient electronic medical records are borne out by data, which show thousands of clicks per day in healthcare software.
Data Gallery
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 Gallery
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 Gallery
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.
Insight
What does quality mean in healthcare? From measures to metrics
The word “quality” gets thrown around a lot in discussions of healthcare. Politicians opine about delivering Americans “higher quality” health care at a lower cost. Insurance companies and healthcare networks advertise...
Data Gallery
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.