DATA: What is it good for?csohio.himsschapter.org/sites/himsschapter/files/ChapterContent/cs… ·...
Transcript of DATA: What is it good for?csohio.himsschapter.org/sites/himsschapter/files/ChapterContent/cs… ·...
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A National and Regional Overview
of Data and Analytics
Craig Brammer, CEO
HealthBridge, Greater Cincinnati Health Council & the Health Collaborative
DATA: What is it good for?
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Who We Are
Those paying health care
Those providinghealth care
Those receiving health care
A neutral forum for those concerned with health and healthcare
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Health Information Technology and Exchange as a Foundation
for New Payment and Delivery Models
Improving patients’ experience of care within 6 domains of
quality: Safety, Effectiveness, Patient-Centeredness, Timeliness,
Efficiency, and Equity.
Better healthcare
Keeping patients well so they can do what they want to do.
Increasing the overall health of populations including addressing
behavioral risk factors and focusing on preventive care.
Better health
Lowering or controlling the cost of care per capita
Reduced costs
$
The Three Part Aim
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Greater Cincinnati Experience: Leading with National Distinction
In 2012, the community formed a one-of-a-kind partnership to accelerate and focus on the essential elements of regional health care transformation
Quality Improvement
& Medical Home
ONC Beacon Community
Payment Realignment
CMS Comprehensive Primary Care
Initiative
Data Collection &
Public Reporting
RWJF Aligning Forces
for Quality
Health IT, Meaningful Use
& Exchange Services
ONC Regional Extension Center
Population Health &
Consumer Engagement
Collective Impact on Health
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Collaborative HIE Network
HB provides technology infrastructure for threeother HIEs
Total HIE Network
• 50+ Hospitals
• 9000 Doctors
• 3+ Million
patients
HealthBridge HIE Network Size & Adoption
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Health Systems & Hospitals
More than 80% of hospitals
and practices in the region
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Connection Statistics
50+ hospitals
9000 MDs
800 practices
3-5Mmessages per month
3+Muniquepatients
>80% of physicians & hospitals exchanging data through HealthBridge
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A View of the National Landscape
Analytics as a Foundational Driver for Payment and Delivery Innovation
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2014 Health Information Exchange Survey Results
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Out of 135 respondents…
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The Triple AimWhy Private vs Public HIE is a False Choice
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Data for Improvement
Care
Data
ProvidersPurchasersConsumersRegulators
Motivation
Improvement Pathway
Accountability Pathway
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Growth of the Health Care Analytics Industry
• Growth of EHR use is a key driver in the growth of data and analytics.
– In 2012 healthcare data worldwide amounted to approximately 500 petabytes (one petabyte equals 1015 bytes of digital information)
– by 2020 this amount will likely increase to 25,000 petabytes; an increase by 50 times. Source Health Affairs -
http://www.healthaffairs.org/events/2014_07_09_big_data/media/slides.pdf
• Data analytics adoption is poised to grow from just 10 percent of organizations to more than 50 percent adoption by 2016, according to Frost and Sullivan market analysis.
• 94% of health care leaders surveyed believe that partners involved in value-based care initiatives (e.g. PCMH, ACOs) must have analytics in place to succeed.
• But, only 42% have a plan for how their analytics platform will adapt and grow over time. (Source: eHealth Initiative–CHIME Survey)
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Growth of the Health Care Analytics Industry
New Venture Capital Investment in Health Care Data & Analytics Growing Rapidly
• $196 M venture capital invested in big data and analytics the first half of 2014 alone
• Compared with $161 M total in 2013 according to Rock Health Digital Health Report
• More than doubled since 2011
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Analytics: Four Stage Model from HIMSS
• Data Acquisition - involves getting relevant data elements out of source systems for transactional and operational functions such as: Clinical order entry, Medical records, Claims payment. The classic approach to data acquisition is called Extract, Transform, Load (ETL). ETL processes are typically run in batches on a periodic schedule.
• Data Integration involves structuring the data from multiple source systems into a unified data model that relates all data elements to one another in a meaningful way.
• Data Enhancement involves adding value to the raw clinical data through classification schemes, risk adjustment formulas, and other processes that add new data elements that are useful in analysis.
• Information Delivery involves presenting information to a person who will use it to make a decision and take action.
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Analytics: Four Stage Model from HIMSS
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Lessons from the Field of Analytics
• Acquire the “right” data for the project, even if difficult - develop a “weighted data wish list”; budget resources for acquiring both high-impact data sources as well as easy-to-acquire sources
• Ensure that initial pilots have wide applicability – need results to apply elsewhere in the organization or community
• Know data’s provenance (where it came from) and lineage (what’s been done to it) – without this knowledge, data patterns and anomalies may be misleading.
• Don’t start with an IT solution; introduce a problem to be solved -make sure subject matter experts are involved in design and have direct access to the data
Source: Health Affairs, Steven Escaravage and Joachim Roski
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A View of Regional Analytics Efforts
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HIE Evolution
“The goal is to turn data into information,
and information into insight.”- Carly Fiorina
Connectivity
Message Delivery
Data Repository
Information/Insight
Transactional Data-Driven Decision Making
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HealthBridge’s Analytics & BI Efforts
What We are Building
• CPC Data Aggregator
• CHT Regional Data Collaborative and Innovation Pilot Program
• Readmissions Database
How We Use Data for Innovation & Insight Today
• Master Patient Index Analysis
• HB ED/IP Alerts
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HealthBridge HIE System
Who We Get Data From Who We Send Data ToHow We Handle Data Core HIE Technologies
Inbound IntegrationEngine
Data Normalization
Identity Management Solution
Clinical Repository
Routing Logic
Outbound Integration Engine
Hospitals
Physicians Practices& Clinics
Lab Providers
Imaging/RadiologyProviders
Health Plan Data
Physicians Practices& Clinics
Health Systems
Post Acute & Social Services
Patients & Families
State HIE Connectivity
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Master Patient Index Analysis
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750K of 2.3M Use Multiple Health Systems (32% of patients in the region)
Source: HB MPI Analysis, Jan – Sept 2014
Nearly 50% of these hospitals’
patients also go somewhere else.
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Utilization Analysis of HealthBridge MPI: Nearly 50,000 Patients Went to 3 or More DIFFERENT Health Systems for Care
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Addressing Unnecessary ED Visits:
A care coordination issue, particularly for chronically ill patients
• PCPs get little information about patient ED visits
• Unknown how many patients use ED for non-urgent illnesses
• Many follow up appointments after ED visit involve “data gathering”
• Processes for ED follow up inconsistent – risk for further ED use and hospitalizations
• Few off-the-shelf improvement tools and processes for ED visits
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ED/IP Alerting – Overall Process
Interface Engine
Patient Matching
ED Alert Engine
ED/Admission Alert
Filtering Options:• Inpatient Admissions• ED Admissions• Discharges
Timing Options:• Daily• Real-Time• Q2H
Delivery Features:• Single Recipient• Multiple Recipient• Delegation (group)
• Ability to route patients specific to their assigned care provider
Sources For Patient Panels
Sources For ADT Messages
Hospitals & Other HIEs
Physicians Practices& Clinics
Health Systems
Post Acute & Social Services
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Alert System by the Numbers
• Alerts System participating organizations include: – 21 hospitals – 87 primary care practices– 200+ Adult PCPs– 300+ Pediatricians– 35,000 patients with Diabetes– 30,000 patients with Pediatric Asthma– Visiting Nurses Association and Council on
Aging– HealthLinc HIE network in Bloomington, IN
• 7,000 - 10,000 alerts sent per month currently
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• 5 yr old girl had visited the ED 5X in the previous year for uncontrolled asthma
• Alert notified practice that this patient was in crisis
• Medical Home followed up immediately
• Parent alerted to same day, open access scheduling – no need for the ED visit
• Great continued follow up and monitoring have kept her healthy
Innovation Success: Alerts Story
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Greater Cincinnati
1 of only 7chosen sites nationally
65 miles from
Williamstown, KY to Piqua, OH
75 practices and 261 providers
Multi- payer: 9 health plans + Medicare
300,000 estimated commercial, Medicaid and Medicare enrollees
Payment Realignment
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$600.00
$650.00
$700.00
$750.00
$800.00
$850.00
$900.00
$950.00
$1,000.00
$1,050.00
$1,100.00
Q6 Risk Adjusted Expenditures PMPM April 2013-March 2014
Rolling 4Q Regional Averages
Q3: $821Q4: $836Q5: $834Q6: $819
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-$200
-$150
-$100
-$50
$0
$50
$100
$150
$200
Expenditure Increase/Decrease Q4-Q6
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Shared Community Agenda
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Community Support
Interact for Health is a major supporter.
INTERACT FOR HEALTH
Hospitals and foundations contributing over $650,000/year x 2-years.
HOSPITAL SYSTEMS
The United Way has
entrusted the Health
Collaborative to lead
it’s Bold Goals for
Health.
UNITED WAY
Health Plans and the business community.
Employers
Collective Impact on Health has tremendous support from the community.
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Bold Goals for our Region
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Impacting Change with Better Aim
Triple AIM
Collective
Impact
Model
ResourcesEmployers
Foundations
Providers
Payors
Gov’t
Vendors
BackboneOrganization
The HealthCollaborative
Data
Community
Will
Care
Providers
Activity
ModelOutcomes
Data-Informed Agenda
and Measurement
Spread & Scale What Works
New Data Informed Opportunities
Advocacy
Financial Support
Activations
The Health Collaborative
Responsibilities
• Guide Vision & Strategy
• Coordinate Aligned
Activities
• Shared Measurement
• Build Public Will
• Advance Policy
• Mobilize Funding
Data-Driven
Collaborative
Sustainable
Innovative
Create an informed community-wide shared agenda for better health, better
health care, and lower costs.
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A point of view can be a dangerous luxury when substituted for insight and understanding.