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Healthcare data visualizations | Page 2

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 Gallery Harmony of data integration: Combining 2 billion claims and EHR records

To illustrate the challenge of data integration, Arcadia combines 2 million records into one all-encompassing image of healthcare’s interconnectedness.

Healthcare Analytics

Data Gallery Sentiment in patient engagement: Patient responses to text outreach

After deploying text messages in vaccine campaign, Arcadia used machine learning to track patients’ reception, from warmth to antipathy.

Healthcare Analytics Patient Engagement

Data Gallery A drive to the doctor: 100K visits and the path to get there

In examining a patient’s travels to get to their doctor, patterns emerge, like loyalty to specialists and the need for nearby emergency care.

Healthcare Analytics

Data Gallery The cost of a year of healthcare: Categorizing 500 million claims

Healthcare spending exhibits trends based on demographics, like maternity and ultrasound for women 25-35 and outpatient children’s care.

Healthcare Analytics Medical Cost Containment

Data Gallery The impact of care management: Risk stratification and hands-on care

Incorporating socioeconomic data alongside the traditional risk and morbidity, Arcadia tracks the results of patients in complex case management programs.

Care Management Healthcare Analytics Risk Adjustment

Data Gallery Small data, big data: A diabetic self portrait

Wearable devices generate a wealth of data, and here, Arcadia looks at diabetics’ blood glucose over seven days, including variations throughout the week.

Healthcare Analytics

Data Gallery The cost of multiple conditions: 9 common co-conditions, 190K patients

Multiple co-morbidities lead to costly care. This data shows that the particular diagnosis—be it diabetes or obesity—will impact that distribution.

Healthcare Analytics

Data Gallery Patient data profiles: A wealth of data for a single patient

When patient data migrates from practice to practice, there’s a risk of losing important information. What story does one patient’s data tell in aggregate?

Healthcare Analytics

Data Gallery Referral networks: Looking for optimization opportunities

Visualizing physician referrals, color coded as in-network or out-of-network, we can see potential opportunities and gaps within a network.

Healthcare Analytics Medical Cost Containment Patient Engagement

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.

Accountable Care Healthcare Analytics Patient Engagement Risk Adjustment Value-Based Care

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.

Healthcare Analytics Risk Adjustment

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.

Healthcare Analytics Medical Cost Containment