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Clinical Variation Management HxRefactored Jennifer Gamble, PhD

HXR 2016: Data Insights: Mining, Modeling, and Visualizations- Jennifer Gamble

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Page 1: HXR 2016: Data Insights: Mining, Modeling, and Visualizations- Jennifer Gamble

Clinical Variation Management

HxRefactoredJennifer Gamble, PhD

Page 2: HXR 2016: Data Insights: Mining, Modeling, and Visualizations- Jennifer Gamble

Company Confidential & Proprietary 2

An Industry in Transition

Bundled Payments

COST PER EPISODE

Comprehensive Care

EPISODES PER CONDITION

FREQUENCY OF EPISODES & COST PER EPISODE

Comprehensive Care+

Bundled PaymentNEW

M

OD

ELVA

RIAT

ION

Fee for Service

VOLUME VALUE

RISK

Page 3: HXR 2016: Data Insights: Mining, Modeling, and Visualizations- Jennifer Gamble

3Company Confidential & Proprietary

In the value world, few things matter more than variation.

Page 4: HXR 2016: Data Insights: Mining, Modeling, and Visualizations- Jennifer Gamble

Company Confidential & Proprietary 4

Is this State of the Art?

DRAFT

Weeks Months Potentially Never

Page 5: HXR 2016: Data Insights: Mining, Modeling, and Visualizations- Jennifer Gamble

Company Confidential & Proprietary

DEPLOY

Deploy

A Different Approach

Monitor &

Optimize

EMR & financial data

MONITOR

Generate pathway

candidates

Explore & Refine

Evaluate & Approve

DEVELOP

Page 6: HXR 2016: Data Insights: Mining, Modeling, and Visualizations- Jennifer Gamble

Company Confidential & Proprietary

Data Driven = Better Outcomes

6

Unmanaged variations cost Mercy hundreds of millions of dollars annually

Mercy will save $50M over the next 3 years in direct variable costs – the most conservative metric possible

CHALLENGE OUTCOME

Mercy created optimized clinical pathways in days versus months – using their own data

SOLUTION

Page 7: HXR 2016: Data Insights: Mining, Modeling, and Visualizations- Jennifer Gamble

Demo

Page 8: HXR 2016: Data Insights: Mining, Modeling, and Visualizations- Jennifer Gamble

Operational Dashboard

Page 9: HXR 2016: Data Insights: Mining, Modeling, and Visualizations- Jennifer Gamble

Company Confidential & Proprietary 9

Ayasdi Advantages

Automatesthe discovery

of allvariations

Identifies best practices –using your

data

Drivespathway

adoption and adherence

Page 10: HXR 2016: Data Insights: Mining, Modeling, and Visualizations- Jennifer Gamble

Corporate Headquarters4400 Bohannon DriveSuite #200Menlo Park, CA 94025ayasdi.com

10

Page 11: HXR 2016: Data Insights: Mining, Modeling, and Visualizations- Jennifer Gamble

Appendix

Page 12: HXR 2016: Data Insights: Mining, Modeling, and Visualizations- Jennifer Gamble

Company Confidential & Proprietary 12

The shape of data

Page 13: HXR 2016: Data Insights: Mining, Modeling, and Visualizations- Jennifer Gamble

Company Confidential & Proprietary 13

Treatment Groups

Page 14: HXR 2016: Data Insights: Mining, Modeling, and Visualizations- Jennifer Gamble

Company Confidential & Proprietary 14

Longitudinal View

Page 15: HXR 2016: Data Insights: Mining, Modeling, and Visualizations- Jennifer Gamble

Company Confidential & Proprietary 15

Differentiating Events

Page 16: HXR 2016: Data Insights: Mining, Modeling, and Visualizations- Jennifer Gamble

Company Confidential & Proprietary 16

Adherence Dashboard

Page 17: HXR 2016: Data Insights: Mining, Modeling, and Visualizations- Jennifer Gamble

Company Confidential & Proprietary 17

Adherence Detail