HXR 2016: Data Insights: Mining, Modeling, and Visualizations- Jennifer Gamble
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Transcript of HXR 2016: Data Insights: Mining, Modeling, and Visualizations- Jennifer Gamble
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Clinical Variation Management
HxRefactoredJennifer Gamble, PhD
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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
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3Company Confidential & Proprietary
In the value world, few things matter more than variation.
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Company Confidential & Proprietary 4
Is this State of the Art?
DRAFT
Weeks Months Potentially Never
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Company Confidential & Proprietary
DEPLOY
Deploy
A Different Approach
Monitor &
Optimize
EMR & financial data
MONITOR
Generate pathway
candidates
Explore & Refine
Evaluate & Approve
DEVELOP
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Company Confidential & Proprietary
Data Driven = Better Outcomes
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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
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Demo
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Operational Dashboard
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Company Confidential & Proprietary 9
Ayasdi Advantages
Automatesthe discovery
of allvariations
Identifies best practices –using your
data
Drivespathway
adoption and adherence
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Corporate Headquarters4400 Bohannon DriveSuite #200Menlo Park, CA 94025ayasdi.com
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Appendix
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Company Confidential & Proprietary 12
The shape of data
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Company Confidential & Proprietary 13
Treatment Groups
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Company Confidential & Proprietary 14
Longitudinal View
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Company Confidential & Proprietary 15
Differentiating Events
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Company Confidential & Proprietary 16
Adherence Dashboard
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Company Confidential & Proprietary 17
Adherence Detail