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The best business intelligence applications start with one part EMR, one part financial applications, and one part operational applications stirred into real insights. These slides show examples from speakers that have successfully extended EMRs into managing costs, transmitting information to disease registries and improving patient care.
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Extending Your EMR with Business Intelligence Solutions
Our Speakers
Heidi Rozmiarek Manager of Business Intelligence &
Enterprise ApplicationsMeriter Hospital
Martin SizemorePrincipal, Healthcare
Perficient
Joseph ParanteauPrincipal - Platform Solutions
Microsoft US Health & Life Sciences
Delivering Epic InsightsLeveraging the Epic EMR for Business Intelligence
Who is Meriter?
Community Hospital (Not-For-Profit, 448 Bed)
Home Health
Medical Group (130 providers)
Ambulatory Clinics (9 sites)
Laboratory
FoundationHealth Plan(85,000 members)
Madison, WI
Enterprise Applications
Clinical Applications
Business Intelligence
Data Exchanges
Epic – The hub of the businessData Exchanges96+ EDI Exchanges100+ Interface Engine Jobs
Operational Reporting1,390 Unique Reports6,000+ Report Distributions390 Reporting Workbench Reports 85 Dashboards
Analytics4 SSAS Cubes215+ SSRS Reports50 PowerPivot Dashboards
Systems IntegrationEnterprise ApplicationsClinical Applications
Community Connect3 Provider Group Partners
Epic Implementation Timeline
2003 2006 2007 20092008 2010 2011
CPOE & Physician Documentation
ASAP
2012 2013
EpicCare Inpatient (CDR & Clerk Order Entry),ADT, Prelude, Cadence, Hospital Billing, HIM, Remote Access
EpicCare Ambulatory
OpTimeWillowInpatient
Radiant
Willow Ambulatory
MyChart
CareEpic (CareEverywhere)
Community Connect (Affiliate Extension)
ProfessionalBilling
Tapestry
Stork
Meaningful UseCogito
Info
rmati
on
Exch
an
ges
Core
Ap
plicati
on
sD
ep
art
men
t A
pp
licati
on
s
2014
Clarity &Reporting Workbench
Key Drivers for Business Intelligence
i n c r e a s i n g l y complex q u e s t i o n s
evolving d a t a p r o p e r t i e s
p a p e r t o digital
population h e a l t h m a n a g e m e n t
I m p r o v e qualitycost c o n t a i n m e n t
Moving Towards the Future
Paper Based RecordsInfancy of Standard Reporting
Electronic RecordsMaturity of Standard Reporting
Infancy of Business Intelligence
Maturity of Business Intelligence
“Most of healthcare, stuck in the hashes”
Meriter’s Business Intelligence Strategy
Data
Process
People Culture
Technology
Goal: Tell Stories to Empower Decision Making
Data
Transform
Information
Discover Insights
Tell a Story
Empower Decision Making
2009 2010 2011 20132012 2014 2015
Meriter’s Business Intelligence Journey
Architect
BI Developer BI Analyst
Developer/AnalystRealignment
DBA
BI DevelopersBI Developer
Health PlanRealignment
BI Analyst
Data Scientists
SQL Server2008 R2
SQL Server2012
SQL PDWHadoop/PolyBase
SP 2013SP 2010SSRS
SSISSSAS
PowerPivot
Excel 2010 Excel 2013
Info SystemsReporting
Forum
Clinical DataCouncil
Financial DataCouncil
Medical Group Reporting Committee
Patient/MemberEngagement
Report DeveloperConsolidation
Why Microsoft for the Journey?
Leverage Existing Investments
Familiar Tools & Tight Integration for Users
Cost Effective
Easy Deployment
Microsoft Technologies Leveraged
manage enrich insights
EpicClarity
EDW
Lawson
API
Analysis Services
IntegrationServices
ReportingServices
PowerPivot
Excel(w/ PowerBI)
SharePoint
EpicCogito
Source Systems
Extending Epic for Business Intelligence
Epic
OtherSources
Reporting/Staging
Clarity
Epic Data Warehouse
Cogito
Enterprise Data Warehouse
Parallel Data Warehouse
Why Parallel Data Warehouse?
Familiar SQL Server Environment
Query Hadoop with SQL via PolyBase
Scalable – “Grow with you model”
Leverages MPP Technology
Projects on the Horizon
Migrate legacy warehouse to PDW
Implement Hadoop for unstructured data
Exploring migration to Office 365 with PowerBI
Initiate data science program
Integrating EMR information Reporting to disease registries, service line profitability, and tracking surgical scheduling and material use
Perficient is a leading information technology consulting firm serving clients throughout North
America.
We help clients implement business-driven technology solutions that integrate business processes,
improve worker productivity, increase customer loyalty and create a more agile enterprise to better
respond to new business opportunities.
About Perficient
• Founded in 1997• Public, NASDAQ: PRFT• 2012 revenue of $327 million• ~2,000 colleagues• ~85% repeat business rate • Alliance partnerships with major technology vendors
• High value use cases for maximum ROI on healthcare analytics• Focus on high labor and material costs (surgery) for potential cost savings• Create evidence about best practices with cost optimizations
Epic Optimize: Surgical Analytics
manage enrich insights
EpicClarity
EDW
Lawson
APIAnalysis Services
IntegrationServices
ReportingServices
PowerPivotExcel
(w/ PowerBI)
SharePoint
EpicCogito
Bringing together critical data on surgical scheduling, materials, labor and outcomes
Does the $3,000 spine spacer have better outcomes than the $8,000 one?
Clinical +Costs
Projected Savings of $3-5 Million+ in First Year of Use
KPIs have their Foundation in a Process
OR
ScheduleCase
RegisterPatient
Process Bill &Payments
Labor
Materials
Equipment
Procedure
Patient Times In/Out
MaterialConsumption
Actual vs.Schedule
BillingDiagnosis
Demographics& Status
PreferenceCard
Pick List
MaterialCosts
RoomCosts
LaborCosts
Charges
Payments
DischargePlanning
• Block / Non-Block• Requested Time vs. Average
• Procedure Code
• Confirm Privileges• Labor Rates
• Confirm Availability
• Demographics
EquipmentCosts
Billing Info,Payers
• Resource Utilization
• Resource Utilization• Time of Day• Day of Week
Total Costs
Profitability
• SupplierEquipment
Usage
PerformSurgery
• Re-Admits
• Discrete Cost Capture allows Activity Based Costing
• Costs are captured at the Event level (procedure)
• Allows benchmarking, process improvement and best practices for cost reductions without sacrificing outcomes (evidence-based approach)
Microsoft PDW: Complex Dimensional Analytics
Surgery Case Count: by Facility, by Care Setting
Add Total Case Charges, Direct Costs, Payments
Sort by Descending Total Reimbursement
Select Top 40% based on Reimbursement
Drill-Down by Procedure Class
Drill-Down by Procedure
Select Orthopedics Cases
Drill-Down by Surgeon
Drill-Down byPrimary Implant
Show Payer Mix
Show Case Costs by Quarter Year-over-Year
Show Profitability by Payer Type
Show Profit by Supplier
Show On-Time vs. Late Starts
Ordinal Position
Day of Week
Drill-Down by Case Duration
Drill-Down by Cost Class
Show Surgical Team
Drill-Down byBlock Utilization
PrimaryService Line
Definition
• Motivation, Strategic Context for Service Lines• Specification for assigning individual encounters.
Resolving conflicts and overlaps: precedence, allocation
OngoingMeasurement
• Position in Life Cycle• Portfolio Management
ChangeManagement
• Cultural, Authority Structures• Measures, Incentives
OrganizationalModel
• Range of Possible Models
Metrics• Clinical, Operational, Financial• Internal Focus; External Focus; Individual Comparative,
Benchmarks
High Value Use Case: Service Line Profitability
The SolutionService Line DefinitionsService Line AnalyticsExtensible Rules-Based Data / SL Definition
Architecture
The BenefitsIntegrated View of Service Lines Across Entities
and Care SettingsProjected Efficiencies and Consistency in
Operations and Outcomes
Service Line Conceptual Model
CareEvents
Enterprise
Service Line
Group
Physician
PatientCare Model
Planned Actual
Facility
Care Setting Resources
ActualCases
Standard Workflow
• Case Volumes• Patient Outcomes• Quality Metrics• Productivity
• Service Codes• Charges• Costs• Reimbursements
Descriptive Dimensions for all aspects of an Integrated System Views• In- / Out-Patient Distinction• Dept View• Administrative View• Bill of Resources
Centers ofExcellence
Competitive Profiles
Benefits• Operations Management• Strategic Planning
CurrentState
• Tests, Observations, etc.• Attributes, Values
• Monitor, Follow-up• Observation Period
ProblemList
ActionPlan
Monitoring Diagnosis Treatment
• Make, Clarify or Confirm• Assess Risk• Prognosis
• Treat• Maintain• Modalities
DesiredState
• Diagnosis• Treatments• Outcomes
Assimilate, Evaluate, Decide
Plans, Actions
• Standard or Target• Attributes, Values / Ranges• Modality-based Desired Results
Assess Delta
• Desired Result• Measures
Prevention
• Screening• Modalities• Surgery• Behavioral
Enabling Care Plans for Clinical Decision Making …
Collect &Measure
• Creating the Care Plans
• Tracking the success of the Care Plans
• Determining the effectiveness of the Care Plans
Leveraging Microsoft’s BI Solutions Extend the value of your EMR
The New World of Health Data
• Many Healthcare Systems today are focused on developing, implementing, or revising their biggest investment – their Electronic Medical Record system or EMR.
• EMRs require the ability to capture, view, and process individual transactions to support mission critical services around patient care, but data STILL exists in silos. EMR’s alone are insufficient for a long term data strategy.
• Health organizations must leverage advanced analytics across the care
continuum to include the patient and populations.
Consumerization
10x increase every five years
85% from new data types
Dataexplosion
6.4 Zetabytes
4.3 connected devices per adult
6.5MilWearable health devices
Going Beyond MU Stage 127
Source: The Advisory Board Company analysis.
Valu
e t
o O
rgan
izati
on
• Data Capture and Sharing
Stage 1
Future Stages
?
Accountable Care Models
Stage 2
Stage 3
Key Strategic Assets Required across Stages
Robust IT Infrastructure
ChangeManagement
Patient Engagement
AlignedGovernance Structure
CultureShift
• AdvancedClinicalProcesses
• Improved Outcomes
• Real-TimeEvidence-Based Medicine?
• Population Management
Organizational Capabilities and Degree of Difficulty
Level of Organizational Capabilities, Degree of Difficulty, and Value Creation
2011
2014
2016
94.2
64.7
25.0
Q3‘12
Q3‘14 P
Q4‘08
Stages 0-3
EMR Optimization – So That’s Where Those Benefits Were Hiding!
28
Source: The Advisory Board Company analysis.
Percentage of US Hospitals
by EMRAM Stage
5.8
35.3
75.0
Q3‘12
Q3‘14 P
Q4‘08
Stages 4-7
Momentum of Advanced EMR Functionality Growing, Implementation Timing Compressed
Rapid Implementation Does not Guarantee Desired Benefits; Benefits-Driven Optimization is Required
EMR Implementations Using “Big Bang”
• Meet meaningful use requirements
• Time and cost savings
• Experience with EMR implementations
• Increased clinician familiarity with IT
Drivers of Big Bang, Standard Approach
Early 2000s 2012
10 – 20% 50 – 70%
Study Finds EMRs Increase Cost
“Hospitals that adopted EMR between 1996 and 2009 did not experience a…significant decrease in costs on average. In fact, [in many cases] costs rose after EMR adoption, particularly for…advanced EMRs.”
National Board of Economic Research, 2012
”
Technically-Driven
Optimization
Process-DrivenOptimization
Benefits-DrivenOptimization
Good
Bett
er
Best
Goals: Improve screen design, interfaces, reporting capabilities, functionality to meet requirements, etc.
Goals: Identify better ways to use system capabilities, change and/or standardize workflows, address cultural issues, etc.
Goals: Achieve business value as defined by the strategic goals of the hospital; a high-level focus on few key objectives.
Exploring Today’s Data is TransformationalNew Ways to Get Big Insights
Local Data Mart
Syndromic
SurveillancePlatform
Hadoop File Management
Natural Language Processor
Ascribe Clinical App
Anonymiser
Ascribe Clinical App
Windows 8 App
National Data Mart
Saving lives with big and small data in real time
“This will reinvent the way we work with medical records in the future.”
Paul HendersonBI Division Head
Physicians finally have an easy way of accessing data on the various devices and hospital recommendations on which device is best suited for a given patient and clinical scenario. This helps physicians maintain their focus where they want it to be—on giving their patients the best care possible.Dr. Richard LemonOrthopedic SurgeonMeriter Hospital
The information I need is right in front of me on the SharePoint dashboard. Instead of trying to figure out what the problems are, my job has become trying to figure out the solutions.
Jennifer SandersAssistant Director of Nursing,Texas Children’s Hospital
Harness power of complete data platformTake action and operationalize
Office SQL Server Windows Azure Windows Server
Self-service Collaboration Corporate apps Data Search
Non-relationalRelational Analytical Streaming
Virtualized networking
Scalable physical and virtual compute
Virtualized storage
SAN like intelligence built into OS
Internal & External
Quality and accuracy
Scale user-driven BI
Action over data in real time
Security, governance, and compliance
Cloud and on-premises
Presentation Layer (Browser, Tablet, Phone, TV)
Security Layer (Authentication, Access Control, Roles, Encryption, Logging)
Application Integration Adapter Layer (Clinical, Administrative, Financial, Custom)
Data Access/Enterprise Service Bus Layer (Business Rules, Custom Logic, ETL, HL7)
CLINICALTRANSACTIONS
FINANCIALTRANSACTIONS
VENDORTRANSACTIONS
DIGITALIMAGES
UNSTRUCTUREDDATA
CLINICALDATA
FINANCIALDATA
ADMINISTRATIVETRANSACTIONS
Microsoft PDW Appliance Partners
HadoopPlatform
Performance
• Queries 10-100x faster than
traditional DW systems
• Optimized for “mixed workload” &
“near real-time” data analysis
• Enhanced loading, 2+TB/hour
Simplicity
• Ease of installation , one throat to
choke
• Ready to go for immediate load
and query = fast “time to value”
• No indexing, tuning, data sorting
or materialized view maintenance
Value
• Non- Proprietary Standards
based architecture reduces risk &
cost
• Minimal implementation and on-
going administration cost
• Lowest “full life cycle” TCO
Delivering Your Data Needs
Intelligent, elastic infrastructure/Cloud OS
Traditional Relational Databases
NoSQL Databases
Parallel Relational Database
Hadoop (Map Reduce Engines)
traditional data processing new generation data processing techniques
Monolithic hardware
Parallel Data WarehouseMicrosoft HDInsight
HDInsight Service
BI Solution Builder DemoUnderstand what I own and what capabilities I can unlock
Ask real questions, get answers
Ask questions in everyday language
Instant answers in charts and graphs
Featuring Power BI for Office 365 Q&A
Q&A feature uses natural language query
Type questions into the speech bubble
Get immediate answers in the form of interactive charts and graphs
Excite and Engage UsersDeliver Immersive, Connected Customer Experiences
Optimize for discovery and reach
Connect with social apps and networks
Real time content and updates
Beautiful experiences + security and performance