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The ABCs of ACO – Balance is Tipping Toward New Revenue Models
Types of ACOs and some Numbers
How We Can Make a Difference
We would like to Enable our partners Take Track 2 With our Trusted
Analytical Insights
What Does the Regulator Say
A critical foundation of the proposed rule is its
unwavering focus on patients. We envision that
successful ACOs will honor individual preferences and will engage patients in shared decision making about
diagnostic and therapeutic options. Information management — making sure patients and all health
care providers have the right information at the point of care — will be a core competency of ACOs.
Held to rigorous quality standards, ACOs will be expected
to be proactive in their orientation and to regularly reach out to patients to help them meet their needs for
preventive and chronic health care.
Two dominant market vectors: 1) Changes in reimbursement and associated risk. 2) Regulatory requirements (MU attestation, quality reporting etc.)
Analytics using clinical data is in its infancy.
Clinical datasets are typically a mess and very difficult to work with.
For foreseeable future, most healthcare organizations will need to rely on claims data to
ascertain risk.
We may be years away from doing true real-time analytics with clinical data.
Most healthcare providers do not have well-trained informatists on staff (particularly problematic for smaller healthcare organizations) and thus “analytic offerings” will have a high service component.
Business intelligence (BI) tools are not well-developed (either too simplistic or too complex for average clinician) and thus clinicians are unable to run their own reports. This has led to IT
departments being completely overwhelmed with clinicians asking for various reports.
Those pretty dashboards that are based on clinical data which you see at trade shows and in PowerPoint presentations can rarely be replicated at a client site – lots of smoke and mirrors.
Most EHR vendors are just getting started in this area and their solutions are rudimentary.
What Do Analysts Say
Accountable Care Analytics Solutions/Products (ACS) Focuses on selling Analytics Consulting & technology to support the transition to ACO i.e. Performance/Metric based value proposition for Providers and Patients. The ACO service market is expected to
range from ~$12B to ~$20B in 2016, with ~750 ACOs in
some stage of development by that time.
We would like to partner with Provider Organizations taking the leap and also payers that are taking baby steps in this space
Market Opportunity
Our ACO Optimization Tool Kit will encompass the following Analytical Capabilities:
Predicting Revisits
Clustering of High Risk Population for Outreach and monitoring
Care Process Optimization
Clinical Analytics/Epidemiology – Population Health Management
Post Discharge and Acute Care Outreach
Consulting Proposal – Improved Health Outcomes
Opportunity Identification & Selection
Preliminary
Risk and Requireme
nt Manageme
nt
Solution Design Operations
Solution Testing and Deployment
Solution Implementat
ion
Our ACO-ASK™ Solution would be a next generation Decision Support System built with following capabilities :
Holds Repository of all Medical Dictionaries/Medical Journals
Data Model can import Claim/Clinical data for any new population
Uses Text Mining and Bayesian Belief Networks
Built with Machine Learning Paradigm
Supports Voice and Text Interface
Product Proposal – Improved Care Outcomes by Decision Support
High Level System Design
Thin Client Sneak Preview
TECHNIQUES to be USED
Consulting - Improved Health Outcomes
ACO-ASK™ - Improved Care Outcomes
Patient Satisfaction
Techniques Error / Measure
KNN Root Mean Square
Neural Net Bench Mark Error
Text Mining Cosine Distance
Bayesian Belief
Network
Neural Net
Decision Tree
Sentiment Analysis
$26,500,000.00
$53,000,000.00
$106,000,000.00
$159,000,000.00
$212,000,000.00
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Revenue Projections for Consulting Engagement
Revenue Projections
$0
$50,000,000
$100,000,000
$150,000,000
$200,000,000
$250,000,000
2013 2014 2015 2016 2017
Re
ven
ue
Year
Revenue Projections (Consulting + ACO ASK™)
Revenue Projections
Living Healthy Saving Costs
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This presentation may contain references to findings of various reports available in the public domain. INSOFE makes no representation as to their accuracy or that the
organization subscribes to those findings.
The best place for students to learn Applied Engineering http://www.insofe.edu.in
International School of Engineering
2-56/2/19, Khanamet, Madhapur, Hyderabad - 500 081
For Individuals: +91-9177585755 or 040-65743991
For Corporates: +91-9618483483
Web: http://www.insofe.edu.in
Facebook: http://www.facebook.com/insofe
Twitter: https://twitter.com/INSOFEedu
YouTube: http://www.youtube.com/InsofeVideos
SlideShare: http://www.slideshare.net/INSOFE
LinkedIn: http://www.linkedin.com/company/international-school-of-engineering
This presentation may contain references to findings of various reports available in the public domain. INSOFE makes no representation as to their accuracy or that the
organization subscribes to those findings.
The best place for students to learn Applied Engineering http://www.insofe.edu.in
International School of Engineering
2-56/2/19, Khanamet, Madhapur, Hyderabad - 500 081