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Transforming
Health and Life Sciences
through Advanced Analytics

Jason Burke
Principal
The Library at Alexandria



                                            • Opened around 300 BC

                                            • Unknown quantity, but likely
                                              ~300,000 scrolls

                                            • Created a papyrus shortage
                                              and the promotion of
                                              parchment



                                            Could anyone find anything?


Image from Wikipedia.org
Where are your analytics looking?


Image courtesy of http://www.flickr.com/photos/urbanwoodchuck/3941783849
Innovation Opportunity Abounds


                                                             OPEN
                                                          INNOVATION
                                                VALUE-
                                                BASED
                                               BUSINESS                               EMR
                                                MODELS                   CLOUD
HIGH-                                                                  COMPUTING
PERFORMANCE
ANALYTICS                                                                              NON-
                                                                                TRADITIONAL
                                                               TELEMEDICINE   DATA SOURCES
                                            GENOMICS

                                                                  PERVASIVE
Image courtesy of http://www.flickr.com/photos/ishmaelo           COMPUTING
You and 49 friends, enemies, and strangers

                                                        One pen flashlight each

                                                        One exit hatch somewhere

                                                        Hatch is weight activated (over 5,000 lbs.)
Image courtesy of http://www.flickr.com/photos/smemon
Emerging from the Dark

Alignment of                   Shared
Incentives &                   Data &
    Goals                     Insights



                Structural
               Organization
Convergence
      The transformations needed in the
     healthcare ecosystem require shared
     data and insights across previously
                siloed markets
      (payers, providers, regulators, and
                   pharma)



An era of collaboration around health analytics
The Promise of Health Analytics
                                                                                  Clinical
    Health analytics is the domain of
    advanced analytics focused on
    providing strategic insights into
    the inter-dependencies in health
    outcomes, profitability, and
    preferences and behaviors. *
                                                                                Patient-
                                                                   Individual   Centered      Financial
                                                                                 Health




                                                                                Operational


* Burke, J (2011) “The Next Era is Here”, A Shot in the Arm, SAS Institute
A “Target Rich Environment”




Source: Burke, J., The World of Health Analytics”, in “Healthcare Informatics: Improving Efficiency and
Productivity”, CRC Press, 2010
Example:
National Collaborative for Bio-Preparedness
Other Examples




Clinical Trials    Bundled       Contract       Health Risk
Optimization       Payment     Effectiveness   Stratification &
                   Analytics                    Optimization
Do we care about “big data” or “big insights”?


Image courtesy of http://www.flickr.com/photos/strangrthancandy
DATA Issues   INSIGHT Issues
                                Storage                                                 Innovation
                                Structure                                       Health Outcomes
                                Timeliness                                             Profitability
                                Semantics & Language                                  Productivity
                                Validity                                     Translational Science
                                Reliability                                    Customer Intimacy
                                Triage                                                         Risk
                                Pedigree                                                     Value


Image courtesy of http://www.flickr.com/photos/jdhancock
PQRI, Meaningful Use, ACO, Medicare, NQF, NCQA, AHRQ…




         In an industry with more than
         1,000 measures, how will we
           know which ones actually
                    matter?
Hypothesis- or Data-Driven?
 Theoretical       Data
 Framework         Investigation



 Testable          Testable
 Hypothesis        Hypothesis



 Empirical Study   Theoretical
                   Framework



 Data              Empirical Study
 Investigation


HISTORICAL VIEW    ALTERNATE VIEW
Example: Health Outcomes Analysis
                   What Happens with “Patients Like This One”




Credits: Flickr user jonicdao
Policy- or Practice-Oriented?
                                           Genetic
                         Genomic Profile             Genetic Markers


                Demographics                                    Medications


      Co-Morbidities                                                   Drug Response



         Broad
                                                                           Individuals
        Groups
Subscriptions                                                                   Adherence

                                                                          Credit
         Social Media
                                                                       Information

                                                              Purchasing
                Website Traffic
                                                               Patterns

                            TV Habits                 Geography

                                  Environment & Behavior
Complexity Exceeds Cognition
Image courtesy of http://www.flickr.com/photos/wonderlane
CONTACT INFORMATION
                        Jason Burke
                        Web:     http://BurkeAdvisoryGroup.com
                        Blog:    http://jasonburke.us
                        Twitter: @JaBurke
                        http://twitter.com/jaburke

Credits: Dot pattern by Flickr user vectorportal

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Industry Transformation via Health Analytics

  • 1. Transforming Health and Life Sciences through Advanced Analytics Jason Burke Principal
  • 2. The Library at Alexandria • Opened around 300 BC • Unknown quantity, but likely ~300,000 scrolls • Created a papyrus shortage and the promotion of parchment Could anyone find anything? Image from Wikipedia.org
  • 3. Where are your analytics looking? Image courtesy of http://www.flickr.com/photos/urbanwoodchuck/3941783849
  • 4. Innovation Opportunity Abounds OPEN INNOVATION VALUE- BASED BUSINESS EMR MODELS CLOUD HIGH- COMPUTING PERFORMANCE ANALYTICS NON- TRADITIONAL TELEMEDICINE DATA SOURCES GENOMICS PERVASIVE Image courtesy of http://www.flickr.com/photos/ishmaelo COMPUTING
  • 5. You and 49 friends, enemies, and strangers One pen flashlight each One exit hatch somewhere Hatch is weight activated (over 5,000 lbs.) Image courtesy of http://www.flickr.com/photos/smemon
  • 6. Emerging from the Dark Alignment of Shared Incentives & Data & Goals Insights Structural Organization
  • 7. Convergence The transformations needed in the healthcare ecosystem require shared data and insights across previously siloed markets (payers, providers, regulators, and pharma) An era of collaboration around health analytics
  • 8. The Promise of Health Analytics Clinical Health analytics is the domain of advanced analytics focused on providing strategic insights into the inter-dependencies in health outcomes, profitability, and preferences and behaviors. * Patient- Individual Centered Financial Health Operational * Burke, J (2011) “The Next Era is Here”, A Shot in the Arm, SAS Institute
  • 9. A “Target Rich Environment” Source: Burke, J., The World of Health Analytics”, in “Healthcare Informatics: Improving Efficiency and Productivity”, CRC Press, 2010
  • 11. Other Examples Clinical Trials Bundled Contract Health Risk Optimization Payment Effectiveness Stratification & Analytics Optimization
  • 12. Do we care about “big data” or “big insights”? Image courtesy of http://www.flickr.com/photos/strangrthancandy
  • 13. DATA Issues INSIGHT Issues Storage Innovation Structure Health Outcomes Timeliness Profitability Semantics & Language Productivity Validity Translational Science Reliability Customer Intimacy Triage Risk Pedigree Value Image courtesy of http://www.flickr.com/photos/jdhancock
  • 14. PQRI, Meaningful Use, ACO, Medicare, NQF, NCQA, AHRQ… In an industry with more than 1,000 measures, how will we know which ones actually matter?
  • 15.
  • 16. Hypothesis- or Data-Driven? Theoretical Data Framework Investigation Testable Testable Hypothesis Hypothesis Empirical Study Theoretical Framework Data Empirical Study Investigation HISTORICAL VIEW ALTERNATE VIEW
  • 17. Example: Health Outcomes Analysis What Happens with “Patients Like This One” Credits: Flickr user jonicdao
  • 18. Policy- or Practice-Oriented? Genetic Genomic Profile Genetic Markers Demographics Medications Co-Morbidities Drug Response Broad Individuals Groups Subscriptions Adherence Credit Social Media Information Purchasing Website Traffic Patterns TV Habits Geography Environment & Behavior
  • 19. Complexity Exceeds Cognition Image courtesy of http://www.flickr.com/photos/wonderlane
  • 20. CONTACT INFORMATION Jason Burke Web: http://BurkeAdvisoryGroup.com Blog: http://jasonburke.us Twitter: @JaBurke http://twitter.com/jaburke Credits: Dot pattern by Flickr user vectorportal

Hinweis der Redaktion

  1. ABSTRACT: A modern health enterprise— where business and clinical decisions are powered by advanced analytics -- stands in stark contrast to the existing status quo. Our industry’s analytical lens must shift from the retrospective, presumptive, and population-oriented practices and policies commonlyused today towards collaborative, data-driven, predictive, patient-centered, and real-time engagement-oriented processes. In this session, you’ll hear how success in insight driven healthcare requires new business competencies, technical capabilities, and strong leadership.