SlideShare una empresa de Scribd logo
1 de 20
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

Más contenido relacionado

Similar a Industry Transformation via Health Analytics

AAMC OSR presentation
AAMC OSR presentationAAMC OSR presentation
AAMC OSR presentation
mmejohns
 
Calling Dr Watson To Radiology - RSNA Presentation
Calling Dr Watson To Radiology - RSNA PresentationCalling Dr Watson To Radiology - RSNA Presentation
Calling Dr Watson To Radiology - RSNA Presentation
Nick van Terheyden
 
Next generation sequencing in pharmacogenomics
Next generation sequencing in pharmacogenomicsNext generation sequencing in pharmacogenomics
Next generation sequencing in pharmacogenomics
Dr. Gerry Higgins
 
Improving services with informatics tools
Improving services with informatics toolsImproving services with informatics tools
Improving services with informatics tools
eduardo guagliardi
 
Improving services with informatics tools
Improving services with informatics toolsImproving services with informatics tools
Improving services with informatics tools
eduardo guagliardi
 
CAS Prospectus2013
CAS Prospectus2013CAS Prospectus2013
CAS Prospectus2013
John Moore
 
Pentaho Healthcare Solutions
Pentaho Healthcare SolutionsPentaho Healthcare Solutions
Pentaho Healthcare Solutions
Pentaho
 

Similar a Industry Transformation via Health Analytics (20)

Scio12 sem web_final
Scio12 sem web_finalScio12 sem web_final
Scio12 sem web_final
 
eHI May09
eHI May09eHI May09
eHI May09
 
AAMC OSR presentation
AAMC OSR presentationAAMC OSR presentation
AAMC OSR presentation
 
Evidence Informed Decision Making In Healthcare = Ihf
Evidence Informed Decision Making In Healthcare = IhfEvidence Informed Decision Making In Healthcare = Ihf
Evidence Informed Decision Making In Healthcare = Ihf
 
Calling Dr Watson To Radiology - RSNA Presentation
Calling Dr Watson To Radiology - RSNA PresentationCalling Dr Watson To Radiology - RSNA Presentation
Calling Dr Watson To Radiology - RSNA Presentation
 
Health Care Stories are Good for You
Health Care Stories are Good for YouHealth Care Stories are Good for You
Health Care Stories are Good for You
 
Data Driven Health Care Enterprise
Data Driven Health Care EnterpriseData Driven Health Care Enterprise
Data Driven Health Care Enterprise
 
Data Driven Health Care Enterprise
Data Driven Health Care EnterpriseData Driven Health Care Enterprise
Data Driven Health Care Enterprise
 
Friend NRNB 2012-12-13
Friend NRNB 2012-12-13Friend NRNB 2012-12-13
Friend NRNB 2012-12-13
 
Digital Health 101 for Hospital Executives (October 4, 2021)
Digital Health 101 for Hospital Executives (October 4, 2021)Digital Health 101 for Hospital Executives (October 4, 2021)
Digital Health 101 for Hospital Executives (October 4, 2021)
 
Advancing Transformational Science Doebbeling Cpmrc 1.22.11
Advancing Transformational  Science Doebbeling Cpmrc 1.22.11Advancing Transformational  Science Doebbeling Cpmrc 1.22.11
Advancing Transformational Science Doebbeling Cpmrc 1.22.11
 
W3C HCLS
W3C HCLSW3C HCLS
W3C HCLS
 
HIM Industry Trends Driving M&A 2012
HIM Industry Trends Driving M&A 2012HIM Industry Trends Driving M&A 2012
HIM Industry Trends Driving M&A 2012
 
Next generation sequencing in pharmacogenomics
Next generation sequencing in pharmacogenomicsNext generation sequencing in pharmacogenomics
Next generation sequencing in pharmacogenomics
 
Improving services with informatics tools
Improving services with informatics toolsImproving services with informatics tools
Improving services with informatics tools
 
Improving services with informatics tools
Improving services with informatics toolsImproving services with informatics tools
Improving services with informatics tools
 
CAS Prospectus2013
CAS Prospectus2013CAS Prospectus2013
CAS Prospectus2013
 
Pulling apart the Population health intervention black box: The concept of 'm...
Pulling apart the Population health intervention black box: The concept of 'm...Pulling apart the Population health intervention black box: The concept of 'm...
Pulling apart the Population health intervention black box: The concept of 'm...
 
Pentaho Healthcare Solutions
Pentaho Healthcare SolutionsPentaho Healthcare Solutions
Pentaho Healthcare Solutions
 
The Patient Guide to Intelligence-Based Medicine
The Patient Guide to Intelligence-Based MedicineThe Patient Guide to Intelligence-Based Medicine
The Patient Guide to Intelligence-Based Medicine
 

Último

Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiRussian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
AlinaDevecerski
 
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Dipal Arora
 

Último (20)

Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
 
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiRussian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
 
Call Girls Gwalior Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Gwalior Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 9907093804 Top Class Call Girl Service Available
 
Top Rated Bangalore Call Girls Mg Road ⟟ 9332606886 ⟟ Call Me For Genuine S...
Top Rated Bangalore Call Girls Mg Road ⟟   9332606886 ⟟ Call Me For Genuine S...Top Rated Bangalore Call Girls Mg Road ⟟   9332606886 ⟟ Call Me For Genuine S...
Top Rated Bangalore Call Girls Mg Road ⟟ 9332606886 ⟟ Call Me For Genuine S...
 
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
 
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
 
Call Girls Siliguri Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Siliguri Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Siliguri Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Siliguri Just Call 8250077686 Top Class Call Girl Service Available
 
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service AvailableCall Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
 
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Nagpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
 
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
 
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeTop Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
 
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
 
Call Girls Haridwar Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Haridwar Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Haridwar Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Haridwar Just Call 8250077686 Top Class Call Girl Service Available
 
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomLucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
 
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
 
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
 
Call Girls Jabalpur Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Jabalpur Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 8250077686 Top Class Call Girl Service Available
 
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
 

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

Notas del editor

  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.