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ACO = HIE + Analytics
      Martin Sizemore
Director, Healthcare Strategy
        November 10, 2011
About Perficient




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.
PRFT Profile
   Founded in 1997

   Public, NASDAQ: PRFT

   2010 Revenue of $215 million

   20 major market locations throughout North America
     — Atlanta, Austin, Charlotte, Chicago, Cincinnati, Cleveland,
       Columbus, Dallas, Denver, Detroit, Fairfax, Houston,
       Indianapolis, Minneapolis, New Orleans, Philadelphia, San
       Francisco, San Jose, St. Louis and Toronto


   1,500+ colleagues

   Dedicated solution practices

   500+ enterprise clients (2010) and 85% repeat business
    rate

   Alliance partnerships with major technology vendors

   Multiple vendor/industry technology and growth awards
Our Solutions Expertise & Services

Business-Driven Solutions              Perficient Services
• Enterprise Portals                    End-to-End Solution Delivery
• SOA and Business Process              IT Strategic Consulting
  Management                            IT Architecture Planning
• Business Intelligence                 Business Process & Workflow
• User-Centered Custom Applications       Consulting
• CRM Solutions                         Usability and UI Consulting
• Enterprise Performance Management     Custom Application Development
• Customer Self-Service                 Offshore Development
• eCommerce & Product Information       Package Selection, Implementation
  Management                              and Integration
• Enterprise Content Management         Architecture & Application Migrations
• Industry-Specific Solutions           Education
• Mobile Technology
• Security Assessments
                       Perficient brings deep solutions expertise and offers
                       a complete set of flexible services to help clients
                       implement business-driven IT solutions                  4
Our Speaker

Martin Sizemore
• Enterprise Architect with specialized skills in Enterprise
  Application Integration (EAI) and Service Oriented
  Architecture (SOA).
• Martin has been a consultant and trusted advisor to
  CEOs, COOs, CIOs and senior managers for global
  multi-national companies and healthcare organizations.
• His deep industry experience as a consultant in
  manufacturing, healthcare and financial services
  industries has provided him with a broad knowledge of
  IBM hardware and software offerings with numerous
  certifications and recognitions from IBM including On-
  Demand Computing and SOA Advisor.
• He is experienced with Microsoft general software
  products and architecture, including SharePoint and SQL
  Server and has worked closely with Microsoft architects
  on healthcare products including their healthcare CRM,
  Amalga, and HealthVault offerings.

                                                                         5
Agenda

•   Accountable Care Organizations (ACO)
•   Definition, key components
•   ACO: Definition of success
•   ACO HIE requirements – use cases
•   HIE Current and Emerging views
•   ACOs require more than EHRs
•   Challenges to widespread ACO adoption
•   ACO = HIE + Analytics – Architecture
•   What are the typical use cases?
•   Summary
Accountable Care Organization-a definition


• A healthcare delivery system whose members share
  responsibility, financial risk and a common goal to improve
  healthcare delivery and the overall health status for a given
  population.
• Acts collaboratively to coordinate patient care across the
  continuum and share both the payment and responsibility for
  quality of care for the covered patients.
• Paid a specified amount for the population it manages, rather
  than a per transaction fee. ACOs can be incented if their
  quality and patient satisfaction scores are higher than
  expected; they can also receive decreased reimbursement if
  scores are lower than expected.
* HIMSS ACO FAQ, www.himss.org
Key components of an ACO


• Patient‐centered medical homes
• Primary care physicians
• Specialists
• Minimum of one hospital
• Ancillary providers
• Minimum of 5,000 Medicare beneficiaries (for Medicare
  demonstration funding)
• Care coordination ability and mechanisms to support
• Payer partnerships with reimbursement based on quality,
  efficiencies and patient satisfaction
Emerging ACO Models ‐ Governance

         Model                                Characteristics                                   Current Examples
Integrated delivery             • Own hospitals, physician practices, perhaps an   •   Geisinger Health System
                                  insurance plan.                                  •   Group Health Cooperative of Puget Sound
systems/networks
                                • Aligned financial incentives.                    •   Kaiser Permanente
(IDN)                           • E-health records, team-based care.               •   Summa Health System

Multispecialty                  • Usually own or have strong affiliation with a    •   Cleveland Clinic
                                  hospital.                                        •   Marshfield Clinic
group practices
                                • Contracts with multiple health plans.            •   Billings Clinic
(MSGP)                          • History of physician leadership.                 •   Virginia Mason Clinic
                                • Mechanisms for coordinated clinical care.

Physician-hospital              • Nonemployee medical staff.                       •   Greater Newport Physicians (partners with Hoag)
                                • Function like multispecialty group practices.    •   St. Vincent Healthcare in Billings
organizations
                                • Reorganize care delivery for cost-               •   Methodist LeBonheur Healthcare
(PHO)                             effectiveness.                                   •   Kettering Health Network

Independent Practice            • Independent physician practices that jointly     • Atrius Health (eastern Massachusetts)
                                  contract with health plans                       • Hill Physicians Group (southern California)
Associations
                                • Active in practice redesign, quality             • Monarch HealthCare (southern California)
                                  improvement.

Virtual Physician               • Small, independent physician practices, often    • Community Care of North Carolina
                                  in rural areas.                                  • Grand Junction (Colorado)
Organizations
                                • Led by individual physicians, local medical      • North Dakota Cooperative Network
                                  foundation, or state Medicaid agency.
                                • Structure that provides leadership,
                                  infrastructure, resources

*Source: Article by Stephen M. Shortell and Lawrence P. Casalino
ACO: Definition of Success


                                                                                   Experience     Metrics:
 Improving triple aim™                                                                            • Patient satisfaction
                                                                                   of Care        • PAM Scores (Patient Activation
 population outcomes                                                                                Measures)

                                                                                   Per Capita     Metrics:
                                                                                                  •   Total medical PMPM
                                                                                   Costs          •   Total Medical Trend
                                                                                                  •   Total Rx PMPM
                                                                                                  •   Admissions/1000
                                                                                   Population     •   Readmission rate

                                                                                                  Metrics:
                                                                                   Health         •   QUEST outcomes
                                                                                                  •   Select HEDIS metrics
                                                                                                  •   Health status – SF12
                                                                                                  •   Mortality rates




                                                                                                Healthcare Business
                                                                                           Intelligence will be the key to
                                                                                           success in managing to these
                                                                                                      metrics
* The term triple aim is a trademark of the Institute for Healthcare Improvement
Health Information Exchange (HIE)


                  • Extension of EMRs
                  • Integration or
                    Interoperability
                    role
                  • Primarily data
                    push or pull
                  • Struggles with
                    financial viability
                  • Shifting from
                    state-level efforts
                    to private HIEs
                  • Key element in the
                    integration and
                    coordination of
                    care
HIE: Current View
             Demographics
                                                                     Rx Claims
                                      Demographics       Rx Claims




       Labs                  Labs                                      Medical Claims
                                                                                                Medical
                                                                                                Claims
                                                Health
                                             Information
Biometrics    Bio-metrics
                                               Exchange                             Remote
                                                                                   monitoring
                                                                                                  Remote
                                                                                                  Monitoring
                                               Focus: Data
                                              collection and
    Health                                     Integration
                             HRA                                       Environmental
                                                                                           Environmental
    Assessments                                                                            Factors
                                          Lifestyle /     Social
                                          behavioral    /economic

                            Lifestyle /                              Social /
                            Behavioral                               Economic
HIE: Emerging ACO View

       Risk                                               Financial Performance
                               Risk          Financial
       Management           Management     Performance    (vs. paid claims)


Quality
Reporting
              Quality
             Reporting
                                     Health                     Clinical
                                                             Performance
                                                                              Clinical
                                  Information                                 Performance

                                    Exchange
                               Focus: Population
            Interventions
                                Health Analysis                 Risk /
                                                              predictive
                                 and tracking                 modeling     Risk / Predictive
 Interventions                                                             Modeling

                             Care plan      Care plan
                            deployment       design

                                                         Care Plan
                    Care Plan
                                                         Design
                    Deployment
ACOs require far more than EHRs

Requirements                               Data Sources for Mining
  –   Predictive modeling                     – Medical records
  –   Registries                              – Clinical outcomes data
  –   EHR interfaces                          – Patient billing systems
  –   Reminder systems                        – Payer data
  –   Claims and clinical data                – Quality measures abstracts
      warehouses                              – Charge master
  –   Episode of care analysis systems        – Physician, payer, service line
  –   Specifications for integrated             utilization data
      claims and clinical databases           – Infection surveillance data
  –   Patient portal options                  – Labor, productivity and
  –   Health information exchanges              throughput records
                                              – Adverse drug events
Challenges to widespread ACO adoption


• Silos lead to a disconnected business and IT infrastructure
• Islands of computing create inefficiencies and underutilized
  assets
• Missing or competing data standards, limited interoperability
• Struggle with regulatory compliance, volume of information,
  data integrity and security
• Resource constraints and difficulty managing
  complexity/change
• Volume of data points and quality measures, in widely
  dispersed locations
• Limited use of analytics among providers
Moving beyond Operational Analytics
Healthcare increasingly will use advanced analytics to drive clinical and
operational improvements to meet business challenges
                               Analytic Technique             Critical Business Question

                                                         How can we achieve the best outcome
                          Stochastic Optimization        including the effects of variability?              Advanced Analytics
                                                                                                            Prescriptive and
                           Optimization                  How can we achieve the best outcome?
                                                                                                            Predictive

                           Predictive modeling           What will happen next if …?                        Support new business
                                                                                                            models and opportunities

                           Forecasting                   What if these trends continue?

                           Simulation                    What could happen…. ?

                           Alerts                        What actions are needed?
                                                                                                            Operational Analytics
 Competitive Advantage




                           Query/drill down              What exactly is the problem?                       Support ongoing business
                                                                                                            operations
                           Ad hoc reporting              How many, how often, where?                        Meet compliance
                                                                                                            requirements
                           Standard Reporting            What happened?

                         Degree of Complexity
                                                                                           Based on: Competing on Analytics, Davenport and Harris, 2007
ACO: High Level Architecture




               ACO
               Performance
               Management
               will be the key
               to success
ACO = HIE + Analytics: Architectural View
                                                                                                                          Data Mapping and                      Data Warehouse                             Business Access                                                                                                       Information
Data Sources                        Integration                                                Health Info. Exchange                                                                                                                 Information Delivery
                                                                                                                              transport                          and Data Marts                                Services                                                                                                           Consumers
                                                                                                                                                                        Data Marts                      Business Intelligence &      Enterprise                                                                                     Internal
                                                                                                                                                                               Clinical                 Population Services          Information                             Web
                                                                                                Transaction Repository
Patient                                                                                                                                                                      Financial
                                                                                                                                                                                                                                     Portal (EIP)                            Portal                                              Physician
                                                                                                Allergies




                                                                                                                                                       Organization
                                                                                                                                                                                                        Standard Reporting                                                                                                       Portal
                                                                                                Billing                                                                    Operational
                                                                                                                                                                                                                                                                             Email,




                                                                                                                                                                                                                                                     User Access Methods
                                                                                                Lab Orders & Results       Data                                                                                                      Publish /
Provider                                                                                                                                                                         Claims                                                                                      SMS
                                                                                                Medications                                                                                                                          Subscribe
                                                                                                                           Standardization                                                              Ad-Hoc Analysis                                                                                                          Patient Portal
                                                                                                Encounter                                                              Core Warehouse
                                                                                                Diagnosis                                                                                                                                                                    Excel,
Clinical                                                                                                                                                                     Cubes                                                                                           PDF
                                                                                                Procedures
                                                        Bi-directional




                                                                                                                                                                                                        Patient Services




                                                                                                                                                                                                                                                                                        Enterprise Services Backbone (HL7/CCD)
                                                                                                Surgery
               Enterprise Services Backbone (HL7/CCD)




                                                                                                                                                                                                                                     Schedule
                                                                         Interfaces




                                                                                                Survey                                                                                                                               Reports                                 Fax,
Pharmacy                                                                                                                                                                                                                                                                     Printer
                                                                                                R&D
                                                                                                                                                                                                        Care Notifications                                                                                                       Management
                                                                                                      Others                Data Validation
                                                                                                                                                                      Disease Registers
Billing                                                                                                                                                                                                                              Personalize /                           Other
                                                                                                                                                                                                                                                                                                                                 Campaign
                                                                                                                                                                                                        Provider Messages/Services   Share
                                                                                                                                                                                                                                                                                                                                 Management
                                                                                                                                                                                     CHF       Asthma                                Reports
                                                                                      Identity Resolution Hubs




                                                                                                                                                     Purpose
                                                                                                                                                     Specific
EMR’s                                                                                                                                                                                                                                                                                                                            Community
                                                                                            Patient Registry (EMPI)                                                          COPD          Diabetes     HIE Services
                                                                                                                                                                                                                                                                                                                                 Health
                                                                                                 Provider Registry         Data, Transform                               Other                          (CCR/CDA/etc)
Claims                                                                                                                                                                                Campaigns                                      Query Tool
                                                                                                                           and Load                                    Registries.                                                                                           Data
                                                                                                                                                                                                                                                                                                                                 Research




                                                                                                                                                                                                                                                     System Access Methods
                                                                                             Organization Registry                                                                                                                                                           Extracts
                                                                                                                                                                                                        Campaign Services                                                    , FTP
Registeries                                                                                                                                                                                                                                                                                                                         Physician
                                                                                      Reference (Terminology) HUB                                                                                                                                                                                                                  Community
                                                                                                                                                                                                        Contact Services                                                                                                             Groups
                                                                                                  Unified Standard Code                                                                                                              HIE Portal                              Message
                                                                                                  Sets (HLI, UMLS)                                                                                                                                                           Bus
Eligibility                                                                                                                Data Quality                                  Extract
                                                                                                                           Metrics                                       Routines
                                                                                                Local Code Sets
                                                                                                                                                                                                        Cohort Services
                                                                                                                                                                                                                                                                             File
Other                                                                                               Reference Data                                                                                                                                                           Deliver
                                                                                                                                                                                                                                                                             y



                                                                                                                                  Taxonomy SnoMed , RxNorm, etc.
                                                                                                                             Data Modeling/ Metadata Management
                                                                                                                                          Data Quality Management
                                                                                                                                   Identity Management & Security
                                                                                                                                                  Multi-tenant
                                                                                                                                             Infrastructure Services

                                                                                                                                                  Governance
HIE + Analytics: What are typical use cases?
                       Use Cases                                                     Use Cases
Determine and model total cost of care across all settings   ID risk to patients by looking at environmental factors e.g.
(acute, ambulatory, home care) by population or individual   asthma, flu breakout
Care coordination                                            New age case management (CRM for patients)

Match payer and provider data-verify rollout of              ID labor savings. Correlate staffing to predicted
preventative programs                                        demand/activity
Meds Mgmt./Reconciliation/Med Therapy Mgt./Prescription      Physician attribution and/or care team – quality outcomes
fill compliance                                              – patient satisfaction
Analyze population health levels based on various            Monitor and track (real time) compliance to regulatory
grouping (geo, facility, provider, etc.)                     and/or clinical guidelines across settings
Understand resource utilizing productivity, throughput       Chronic care cost modeling to support payments and
and access                                                   allocation
Evaluate readmission across continuum                        Support transitions of care through transfer of data
Resource planning/physician profitability (contract          Aggregate and manage data across all care settings (cost,
management, preferences, outcomes                            care)
Support 65 ACO measures                                      Comparative Effectiveness / waste reduction

Monitor/track patients experience beyond HCAPS               Creation of new evidence base for guidelines
(coordinate w/workforce, predict experience)
     19
Why build this level of technical architecture?

• Move from retrospective reporting to predictive modeling of
 population health
• Create the data analytics necessary to move to evidence-based
 medicine and modeling of outcomes
• Predictive modeling provides an objective assessment of a
 patient’s future illness burden and associated health costs
 based upon their historical conditions as captured through
 claims and clinical information – key to ACO success!
   – It is a method for prioritizing members for population health
     management and care management and stratifying them based upon
     their morbidity burden and financial risk
Metadata is VERY important

     Data Lineage is the key to integrity and troubleshooting
     Business Glossary & IS Users   ETL Operational Metadata (Job Run Information)




     BI Reports



                                           Physical Schemas




     Industry Data Models

          DW Design Model




                                           ETL Job Design                            21
21
Advanced Analytics Architecture
                                                                          Presentation
                                                                          Layer
                                                                                                                     Embedded
                                      Master Data Management                                                         Analytics

                                      Business Rules                   Common
                                                                       Definition                   Dashboards
                                       Engine                          Management          Cogno
                                                                       Deployment          s     Applications
                                         Federated Data                               Mash ups                Spreadsheet
                                                                  SOA Web                                     s
                                                                  Service                         Financial
                                                                                                  Planning
                                                          Integrated                                                Scorecards
             Terminology
                                                          Warehouse
                Services
                                                                                                 Cubing Services
  Healthcare Information
  Exchange Appliance
• HL7 Acquisition                              Data Repository
• Routing                                      Multidimensional     Data Definition
• Remote                                       Analysis             Glossary
  Configuration &                              Data Mining                                                     Archive
   Monitoring                       Data Staging
                                     • Data Integration      EMPI
   Operational Source Systems        • Data Quality
   Structured / Unstructured Data    • Data Delivery


                                                                                                                                 22
ACO = HIE + Analytics Summary
Safety           Pharmacy Analysis                  Harm Avoidance
                 AHRQ                               Alerting


Quality          Practitioner Profiling & Quality   P4P
                 HEDIS 2010 (select measures)       Patient Satisfaction
                                                     Performance Improvement

Waste and        Operations Management              Savings Opportunities
Harm             Optimization                       Harm Avoidance

Population       Benchmarking                       Efficiency & Effectiveness
Health           Outcome Analysis                    Analysis
Management       ACO Analytics and Management       Disease Management

Value Analysis   Value Based Pricing                Actuarial Analysis
                 Claims Adjudication


Spend Analysis
                 Labor Supply Optimization          Claims Handling
                 Supply Chain Optimization          Claims Adjudication

                                                                                   23
To enable a smarter healthcare
          system that offers better care,
         better value and better health.
To get the big picture and truly use healthcare IT to improve care
   in real time, our systems must enable care teams to:
     – Access a patient’s medical history from a secure, yet accessible
         cloud.
     – View anything and everything that could have an impact on a
         patient’s care, including past procedures and past medications.
     – Review evidence-based examples of how to customize and tailor
         treatments to produce the best possible outcomes for individual
         patients.
     – Evaluate whether treatments are effective over the long term
         and compare results with other providers.
     – Balance the privacy interests of each patient and the societal
         benefits of greater access to powerful, aggregated intelligence.


                                                                            24
Poll Question



What is the most important reason for analytics in an
ACO?
   A.   Manage costs and operational efficiency
   B.   Manage population health including chronic illness
   C.   Clinical research on best practices
   D.   All of the above




                                                                        25
Q&A
Join Perficient at HIMSS 2012


                                Healthcare IT Conference & Exhibition
                                February 20th – 24th
                                Venetian Sands Expo Center, Las Vegas


Visit us in Booth No. 1274 to speak to our
healthcare technology experts on:

     •   Business Intelligence & Analytics
     •   System Interoperability
     •   Health Information Exchange
     •   Portal Collaboration
     •   Regulatory Compliance

Drawing for Perficient client badges to be
pulled from today’s registration list!
Follow Perficient Online




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ACO = HIE + Analytics - a Healthcare IT Presentation

  • 1. ACO = HIE + Analytics Martin Sizemore Director, Healthcare Strategy November 10, 2011
  • 2. About Perficient 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.
  • 3. PRFT Profile  Founded in 1997  Public, NASDAQ: PRFT  2010 Revenue of $215 million  20 major market locations throughout North America — Atlanta, Austin, Charlotte, Chicago, Cincinnati, Cleveland, Columbus, Dallas, Denver, Detroit, Fairfax, Houston, Indianapolis, Minneapolis, New Orleans, Philadelphia, San Francisco, San Jose, St. Louis and Toronto  1,500+ colleagues  Dedicated solution practices  500+ enterprise clients (2010) and 85% repeat business rate  Alliance partnerships with major technology vendors  Multiple vendor/industry technology and growth awards
  • 4. Our Solutions Expertise & Services Business-Driven Solutions Perficient Services • Enterprise Portals  End-to-End Solution Delivery • SOA and Business Process  IT Strategic Consulting Management  IT Architecture Planning • Business Intelligence  Business Process & Workflow • User-Centered Custom Applications Consulting • CRM Solutions  Usability and UI Consulting • Enterprise Performance Management  Custom Application Development • Customer Self-Service  Offshore Development • eCommerce & Product Information  Package Selection, Implementation Management and Integration • Enterprise Content Management  Architecture & Application Migrations • Industry-Specific Solutions  Education • Mobile Technology • Security Assessments Perficient brings deep solutions expertise and offers a complete set of flexible services to help clients implement business-driven IT solutions 4
  • 5. Our Speaker Martin Sizemore • Enterprise Architect with specialized skills in Enterprise Application Integration (EAI) and Service Oriented Architecture (SOA). • Martin has been a consultant and trusted advisor to CEOs, COOs, CIOs and senior managers for global multi-national companies and healthcare organizations. • His deep industry experience as a consultant in manufacturing, healthcare and financial services industries has provided him with a broad knowledge of IBM hardware and software offerings with numerous certifications and recognitions from IBM including On- Demand Computing and SOA Advisor. • He is experienced with Microsoft general software products and architecture, including SharePoint and SQL Server and has worked closely with Microsoft architects on healthcare products including their healthcare CRM, Amalga, and HealthVault offerings. 5
  • 6. Agenda • Accountable Care Organizations (ACO) • Definition, key components • ACO: Definition of success • ACO HIE requirements – use cases • HIE Current and Emerging views • ACOs require more than EHRs • Challenges to widespread ACO adoption • ACO = HIE + Analytics – Architecture • What are the typical use cases? • Summary
  • 7. Accountable Care Organization-a definition • A healthcare delivery system whose members share responsibility, financial risk and a common goal to improve healthcare delivery and the overall health status for a given population. • Acts collaboratively to coordinate patient care across the continuum and share both the payment and responsibility for quality of care for the covered patients. • Paid a specified amount for the population it manages, rather than a per transaction fee. ACOs can be incented if their quality and patient satisfaction scores are higher than expected; they can also receive decreased reimbursement if scores are lower than expected. * HIMSS ACO FAQ, www.himss.org
  • 8. Key components of an ACO • Patient‐centered medical homes • Primary care physicians • Specialists • Minimum of one hospital • Ancillary providers • Minimum of 5,000 Medicare beneficiaries (for Medicare demonstration funding) • Care coordination ability and mechanisms to support • Payer partnerships with reimbursement based on quality, efficiencies and patient satisfaction
  • 9. Emerging ACO Models ‐ Governance Model Characteristics Current Examples Integrated delivery • Own hospitals, physician practices, perhaps an • Geisinger Health System insurance plan. • Group Health Cooperative of Puget Sound systems/networks • Aligned financial incentives. • Kaiser Permanente (IDN) • E-health records, team-based care. • Summa Health System Multispecialty • Usually own or have strong affiliation with a • Cleveland Clinic hospital. • Marshfield Clinic group practices • Contracts with multiple health plans. • Billings Clinic (MSGP) • History of physician leadership. • Virginia Mason Clinic • Mechanisms for coordinated clinical care. Physician-hospital • Nonemployee medical staff. • Greater Newport Physicians (partners with Hoag) • Function like multispecialty group practices. • St. Vincent Healthcare in Billings organizations • Reorganize care delivery for cost- • Methodist LeBonheur Healthcare (PHO) effectiveness. • Kettering Health Network Independent Practice • Independent physician practices that jointly • Atrius Health (eastern Massachusetts) contract with health plans • Hill Physicians Group (southern California) Associations • Active in practice redesign, quality • Monarch HealthCare (southern California) improvement. Virtual Physician • Small, independent physician practices, often • Community Care of North Carolina in rural areas. • Grand Junction (Colorado) Organizations • Led by individual physicians, local medical • North Dakota Cooperative Network foundation, or state Medicaid agency. • Structure that provides leadership, infrastructure, resources *Source: Article by Stephen M. Shortell and Lawrence P. Casalino
  • 10. ACO: Definition of Success Experience Metrics: Improving triple aim™ • Patient satisfaction of Care • PAM Scores (Patient Activation population outcomes Measures) Per Capita Metrics: • Total medical PMPM Costs • Total Medical Trend • Total Rx PMPM • Admissions/1000 Population • Readmission rate Metrics: Health • QUEST outcomes • Select HEDIS metrics • Health status – SF12 • Mortality rates Healthcare Business Intelligence will be the key to success in managing to these metrics * The term triple aim is a trademark of the Institute for Healthcare Improvement
  • 11. Health Information Exchange (HIE) • Extension of EMRs • Integration or Interoperability role • Primarily data push or pull • Struggles with financial viability • Shifting from state-level efforts to private HIEs • Key element in the integration and coordination of care
  • 12. HIE: Current View Demographics Rx Claims Demographics Rx Claims Labs Labs Medical Claims Medical Claims Health Information Biometrics Bio-metrics Exchange Remote monitoring Remote Monitoring Focus: Data collection and Health Integration HRA Environmental Environmental Assessments Factors Lifestyle / Social behavioral /economic Lifestyle / Social / Behavioral Economic
  • 13. HIE: Emerging ACO View Risk Financial Performance Risk Financial Management Management Performance (vs. paid claims) Quality Reporting Quality Reporting Health Clinical Performance Clinical Information Performance Exchange Focus: Population Interventions Health Analysis Risk / predictive and tracking modeling Risk / Predictive Interventions Modeling Care plan Care plan deployment design Care Plan Care Plan Design Deployment
  • 14. ACOs require far more than EHRs Requirements Data Sources for Mining – Predictive modeling – Medical records – Registries – Clinical outcomes data – EHR interfaces – Patient billing systems – Reminder systems – Payer data – Claims and clinical data – Quality measures abstracts warehouses – Charge master – Episode of care analysis systems – Physician, payer, service line – Specifications for integrated utilization data claims and clinical databases – Infection surveillance data – Patient portal options – Labor, productivity and – Health information exchanges throughput records – Adverse drug events
  • 15. Challenges to widespread ACO adoption • Silos lead to a disconnected business and IT infrastructure • Islands of computing create inefficiencies and underutilized assets • Missing or competing data standards, limited interoperability • Struggle with regulatory compliance, volume of information, data integrity and security • Resource constraints and difficulty managing complexity/change • Volume of data points and quality measures, in widely dispersed locations • Limited use of analytics among providers
  • 16. Moving beyond Operational Analytics Healthcare increasingly will use advanced analytics to drive clinical and operational improvements to meet business challenges Analytic Technique Critical Business Question How can we achieve the best outcome Stochastic Optimization including the effects of variability? Advanced Analytics Prescriptive and Optimization How can we achieve the best outcome? Predictive Predictive modeling What will happen next if …? Support new business models and opportunities Forecasting What if these trends continue? Simulation What could happen…. ? Alerts What actions are needed? Operational Analytics Competitive Advantage Query/drill down What exactly is the problem? Support ongoing business operations Ad hoc reporting How many, how often, where? Meet compliance requirements Standard Reporting What happened? Degree of Complexity Based on: Competing on Analytics, Davenport and Harris, 2007
  • 17. ACO: High Level Architecture ACO Performance Management will be the key to success
  • 18. ACO = HIE + Analytics: Architectural View Data Mapping and Data Warehouse Business Access Information Data Sources Integration Health Info. Exchange Information Delivery transport and Data Marts Services Consumers Data Marts Business Intelligence & Enterprise Internal Clinical Population Services Information Web Transaction Repository Patient Financial Portal (EIP) Portal Physician Allergies Organization Standard Reporting Portal Billing Operational Email, User Access Methods Lab Orders & Results Data Publish / Provider Claims SMS Medications Subscribe Standardization Ad-Hoc Analysis Patient Portal Encounter Core Warehouse Diagnosis Excel, Clinical Cubes PDF Procedures Bi-directional Patient Services Enterprise Services Backbone (HL7/CCD) Surgery Enterprise Services Backbone (HL7/CCD) Schedule Interfaces Survey Reports Fax, Pharmacy Printer R&D Care Notifications Management Others Data Validation Disease Registers Billing Personalize / Other Campaign Provider Messages/Services Share Management CHF Asthma Reports Identity Resolution Hubs Purpose Specific EMR’s Community Patient Registry (EMPI) COPD Diabetes HIE Services Health Provider Registry Data, Transform Other (CCR/CDA/etc) Claims Campaigns Query Tool and Load Registries. Data Research System Access Methods Organization Registry Extracts Campaign Services , FTP Registeries Physician Reference (Terminology) HUB Community Contact Services Groups Unified Standard Code HIE Portal Message Sets (HLI, UMLS) Bus Eligibility Data Quality Extract Metrics Routines Local Code Sets Cohort Services File Other Reference Data Deliver y Taxonomy SnoMed , RxNorm, etc. Data Modeling/ Metadata Management Data Quality Management Identity Management & Security Multi-tenant Infrastructure Services Governance
  • 19. HIE + Analytics: What are typical use cases? Use Cases Use Cases Determine and model total cost of care across all settings ID risk to patients by looking at environmental factors e.g. (acute, ambulatory, home care) by population or individual asthma, flu breakout Care coordination New age case management (CRM for patients) Match payer and provider data-verify rollout of ID labor savings. Correlate staffing to predicted preventative programs demand/activity Meds Mgmt./Reconciliation/Med Therapy Mgt./Prescription Physician attribution and/or care team – quality outcomes fill compliance – patient satisfaction Analyze population health levels based on various Monitor and track (real time) compliance to regulatory grouping (geo, facility, provider, etc.) and/or clinical guidelines across settings Understand resource utilizing productivity, throughput Chronic care cost modeling to support payments and and access allocation Evaluate readmission across continuum Support transitions of care through transfer of data Resource planning/physician profitability (contract Aggregate and manage data across all care settings (cost, management, preferences, outcomes care) Support 65 ACO measures Comparative Effectiveness / waste reduction Monitor/track patients experience beyond HCAPS Creation of new evidence base for guidelines (coordinate w/workforce, predict experience) 19
  • 20. Why build this level of technical architecture? • Move from retrospective reporting to predictive modeling of population health • Create the data analytics necessary to move to evidence-based medicine and modeling of outcomes • Predictive modeling provides an objective assessment of a patient’s future illness burden and associated health costs based upon their historical conditions as captured through claims and clinical information – key to ACO success! – It is a method for prioritizing members for population health management and care management and stratifying them based upon their morbidity burden and financial risk
  • 21. Metadata is VERY important Data Lineage is the key to integrity and troubleshooting Business Glossary & IS Users ETL Operational Metadata (Job Run Information) BI Reports Physical Schemas Industry Data Models DW Design Model ETL Job Design 21 21
  • 22. Advanced Analytics Architecture Presentation Layer Embedded Master Data Management Analytics Business Rules Common Definition Dashboards Engine Management Cogno Deployment s Applications Federated Data Mash ups Spreadsheet SOA Web s Service Financial Planning Integrated Scorecards Terminology Warehouse Services Cubing Services Healthcare Information Exchange Appliance • HL7 Acquisition Data Repository • Routing Multidimensional Data Definition • Remote Analysis Glossary Configuration & Data Mining Archive Monitoring Data Staging • Data Integration EMPI Operational Source Systems • Data Quality Structured / Unstructured Data • Data Delivery 22
  • 23. ACO = HIE + Analytics Summary Safety Pharmacy Analysis Harm Avoidance AHRQ Alerting Quality Practitioner Profiling & Quality P4P HEDIS 2010 (select measures) Patient Satisfaction Performance Improvement Waste and Operations Management Savings Opportunities Harm Optimization Harm Avoidance Population Benchmarking Efficiency & Effectiveness Health Outcome Analysis Analysis Management ACO Analytics and Management Disease Management Value Analysis Value Based Pricing Actuarial Analysis Claims Adjudication Spend Analysis Labor Supply Optimization Claims Handling Supply Chain Optimization Claims Adjudication 23
  • 24. To enable a smarter healthcare system that offers better care, better value and better health. To get the big picture and truly use healthcare IT to improve care in real time, our systems must enable care teams to: – Access a patient’s medical history from a secure, yet accessible cloud. – View anything and everything that could have an impact on a patient’s care, including past procedures and past medications. – Review evidence-based examples of how to customize and tailor treatments to produce the best possible outcomes for individual patients. – Evaluate whether treatments are effective over the long term and compare results with other providers. – Balance the privacy interests of each patient and the societal benefits of greater access to powerful, aggregated intelligence. 24
  • 25. Poll Question What is the most important reason for analytics in an ACO? A. Manage costs and operational efficiency B. Manage population health including chronic illness C. Clinical research on best practices D. All of the above 25
  • 26. Q&A
  • 27. Join Perficient at HIMSS 2012 Healthcare IT Conference & Exhibition February 20th – 24th Venetian Sands Expo Center, Las Vegas Visit us in Booth No. 1274 to speak to our healthcare technology experts on: • Business Intelligence & Analytics • System Interoperability • Health Information Exchange • Portal Collaboration • Regulatory Compliance Drawing for Perficient client badges to be pulled from today’s registration list!
  • 28. Follow Perficient Online Perficient.com/SocialMedia Daily unique content about content management, user experience, portals and other enterprise information technology solutions across a variety of industries. Twitter.com/Perficient_HC Facebook.com/Perficient

Notas del editor

  1. Our agenda today is to quickly define what an accountable care organization is, review it’s key components, and define what will make an ACO a success. In addition, we’ll examine the use cases for an ACO, especially the HIE portion – today and in the future. Next, we’ll look at the challenges to adoption and, most importantly, we’ll jump into the architecture of combining the HIE with Analytics to power the successful ACO.
  2. Is this level of technical architecture necessary? Absolutely. Medicine is an evidence driven enterprise but they would like to have the predictive tools to assist with objective assessments of a patient’s future. A wise person recently noted that healthcare organizations will have to compete on data.
  3. Let Perficient’s Healthcare team be your rapid response to jumpstarting your 4010 to 5010 migration! We appreciate your time today and now we will take questions. While you are creating your questions in the chat window, I want to get you thinking about these questions as well.
  4. Thank you for attending today. I hope that I sparked your interest in accountable care organizations and their relationship to healthcare analytics.