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The Intersection
               of ICT and
                  Health
               Informatics
                Research



                   February 24, 2012


Nawanan Theera-Ampornpunt, MD, PhD
A Few Words About Me...

2003 Doctor of Medicine (1st-Class Honors) Ramathibodi
2009 M.S. (Health Informatics) University of Minnesota
2012 Ph.D. (Health Informatics) University of Minnesota
Currently
• Medical Systems Analyst, Health Informatics Division,
Faculty of Medicine Ramathibodi Hospital
• Chair-Elect, Student Working Groups, American Medical
Informatics Association
            SlideShare.net/Nawanan
            www.tc.umn.edu/~theer002
            groups.google.com/group/ThaiHealthIT
Outline

•   What Is Informatics?
•   Informatics vs. ICT
•   Some Research Areas in Informatics
•   The Road Ahead
Biomedical & Health Informatics
• “[T]he field that is concerned with the
  optimal use of information, often
  aided by the use of technology, to
  improve individual health, health
  care, public health, and biomedical
  research” (Hersh, 2009)

• “[T]he application of the science of
  information as data plus meaning
  to problems of biomedical interest”
  (Bernstam et al, 2010)
DIKW Pyramid


    Wisdom

   Knowledge

   Information

      Data
DIKW Pyramid


 Wisdom
                 Knowledge
Knowledge       Management

Information      Informatics

   Data         ICT
Task-Oriented View of Informatics




   Collection       Processing         Utilization




                           Communication
          Storage          /Dissemination/
                            Presentation
Informatics As A Field




                         Shortliffe (2002)
Public Health Informatics




                       Hersh (2009)
Informatics and Other Fields
                                Social
                              Sciences        Statistics &
                            (Psychology,
                             Sociology,       Research
                             Linguistics,      Methods
              Cognitive &   Law & Ethics)                      Medical
               Decision                                       Sciences &
               Science                                       Public Health




   Engineering                                                         Management




                                                                                 Library
Computer &                            Biomedical/
                                                                                Science,
Information                              Health
                                                                              Information
  Science                             Informatics
                                                                             Retrieval, KM




                                                                         And More!
Why Informatics ≠ ICT



        People



                 Techno-
  Process          logy
Why Informatics ≠ ICT

Informatics




Information & Communications   T
                               echnology
Why We Need Informatics
    in Health Care?
Why We Need Informatics
    in Health Care?

#1. Because information is
everywhere in health care
Manufacturing




                Source: Guardian.co.uk
Banking




          Source: Cablephet.com
Health care




              Source: nj.com
Why Healthcare Isn’t Like Any Others?

   • Life-or-Death
   • Many & varied stakeholders
   • Strong professional values
   • Evolving standards of care
   • Fragmented, poorly-coordinated systems
   • Large, ever-growing & changing body of
     knowledge
   • High volume, low resources, little time

                                        Source: nj.com
Why Healthcare Isn’t Like Any Others?

• Large variations & contextual dependence



       Input       Process       Output

      Patient      Decision-    Biological
    Presentation    Making     Responses




                                             Source: nj.com
Why We Need Informatics
    in Health Care?

#2. Because health care is
 complex and difficult to
        automate
Why Adopting Health IT?

“Go paperless”        “Computerize”


   “Get a HIS”
                          “Digital Hospital”

“Have EMRs”
                        “Modernize”


       “Share data”
Some Quotes
• “Don’t implement technology just for
  technology’s sake.”
• “Don’t make use of excellent technology.
  Make excellent use of technology.”
  (Tangwongsan, Supachai. Personal communication, 2005.)
• “Health care IT is not a panacea for all that ails
  medicine.” (Hersh, 2004)
• “We worry, however, that [electronic records]
  are being touted as a panacea for nearly all
  the ills of modern medicine.”
  (Hartzband & Groopman, 2008)
Health IT: What’s In A Word?



Health                     Goal

Information                Value-Add

Technology                 Tools
Why We Need Informatics
    in Health Care?

 #3. Because unlike other
  industries, the goal is
        HEALTH
To Err Is Human

• Perception errors




                      Source: interaction-dynamics.com
To Err Is Human

• Lack of Attention




                      Source: aafp.org
To Err Is Human

• Cognitive Errors - Example: Decoy Pricing
                                       # of
The Economist Purchase Options        People

• Economist.com subscription   $59     16
• Print subscription           $125    0
• Print & web subscription     $125    84


                                       # of
The Economist Purchase Options        People

• Economist.com subscription   $59     68
                                       32      Ariely (2008)
• Print & web subscription     $125
Clinical Decision Support Systems (CDSSs)
                      PATIENT

                     Perception
 CLINICIAN
                      Attention


 Long Term Memory                               External Memory
                      Working
                      Memory
  Knowledge   Data                              Knowledge          Data


                      Inference


                      DECISION

                                  From a teaching slide by Don Connelly, 2006
Clinical Decision Support Systems (CDSSs)
                      PATIENT

                     Perception
 CLINICIAN                         Abnormal
                      Attention       lab
                                   highlights
 Long Term Memory                     External Memory
                      Working
                      Memory
  Knowledge   Data                    Knowledge   Data


                      Inference


                      DECISION
Clinical Decision Support Systems (CDSSs)
                      PATIENT

                     Perception
 CLINICIAN                           Drug-
                      Attention     Allergy
                                    Checks
 Long Term Memory                    External Memory
                      Working
                      Memory
  Knowledge   Data                   Knowledge   Data


                      Inference


                      DECISION
Clinical Decision Support Systems (CDSSs)
                      PATIENT
                                    Drug-Drug
                     Perception     Interaction
 CLINICIAN                            Checks
                      Attention


 Long Term Memory                     External Memory
                      Working
                      Memory
  Knowledge   Data                   Knowledge    Data


                      Inference


                      DECISION
Clinical Decision Support Systems (CDSSs)

• CDSS as a replacement or supplement of
  clinicians?
  – The demise of the “Greek Oracle” model (Miller & Masarie, 1990)

                                  The “Greek Oracle” Model




                                 The “Fundamental Theorem”




                                                            Friedman (2009)
Why We Need Informatics
    in Health Care?

#4. Because health care is
error-prone and technology
         can help
Some Research Areas in
     Informatics
Research Agenda for Thailand’s Informatics




         http://www.slideshare.net/nawanan/research-
        topics-for-informatics-in-the-context-of-thailand
Health IT Adoption & Use:
Underlying Assumption

     ICT’s
     Focus              Informatics Focus


Systems
Analysis,
             Adoption          Use          Outcomes
Design &
 Coding
Underlying Assumption
                      • Better clinical outcomes
                      • Improved patient satisfaction
       Individual     • More provider productivity/satisfaction
     Adoption & use




                      • Improved operational efficiency
                      • More patients
     Organizational   • Reduced costs/increased revenues
     Adoption & Use




                      • Better individual health/quality of life
                      • Better population health
        Societal      • Long-term cost savings
     Adoption & Use
Areas of IT Adoption Research


         Adoption                           Use                     Outcomes

• Describe the state of       • Describe the state of       • Determine if/when IT
  adoption in a specific        health IT use in a            adoption & use will lead
  setting                       specific setting              to better outcomes
                                                              (+ what outcomes?)
• Compare adoption in 2       • Compare use in 2
  settings                      settings                    • Compare impacts of
                                                              same health IT in
• Identify facilitators and   • Identify facilitators and     different settings
  barriers of IT adoption       barriers of IT use
                                                            • Reveal
                              • Determine if/when             mechanisms/pathways
                                adoption will lead to use     that translate adoption &
                                                              use to outcomes
Example of Health IT Adoption Studies
Adoption Studies: Descriptive Aspect



        Unpublished contents on this slide were
        removed. Please contact the speaker at
            ranta@mahidol.ac.th for more
                     information.
Adoption Studies: Theoretical Aspect



        Unpublished contents on this slide were
        removed. Please contact the speaker at
            ranta@mahidol.ac.th for more
                     information.
Evaluation Studies of Health IT:
      Benefits of Health IT




                      Kaushal et al. (2003)
Risks of Health IT
• Alert fatigue
Workarounds
Evaluation Studies of Health IT:
       Risks of Health IT




                       Koppel et al. (2005)
Evaluation Studies of Health IT:
       Risks of Health IT




                       Han et al. (2005)
Evaluation Studies of Health IT:
       Risks of Health IT




                        Ash et al. (2004)
Public Health Informatics




                   Yasnoff et al. (2001)
Consumer Health Informatics




                   Kaelber et al. (2008)
The Road Ahead for
 ICT & Informatics
IBM’s Watson




               Image Source: socialmediab2b.com
Rise of the Machines?




                  Image Source: englishmoviez.com
Data Mining in Health Care




                      Image Source: Dr. Kumar @ UMN
mHealth & Social Media
ICT in Emergencies & Disasters




                           http://www.kromchol.com/
ICT in Emergencies & Disasters




                         http://dds.bangkok.go.th/Canal/
ICT in Emergencies & Disasters




                           http://www.thaiflood.com
ICT in Emergencies & Disasters




                     http://www.youtube.com/user/roosuflood
ICT in Emergencies & Disasters




            https://www.facebook.com/groups/mophwarroomcoordination/
Biosurveillance
Google Flu Trends (Biosurveillance)




                          Source: Google.org/FluTrends
Other Intersecting Areas
•   Natural Language Processing (NLP)
•   Knowledge Representation & Semantics
•   Standards, Vocabularies, Ontologies
•   Bioinformatics
•   Telemedicine/Telehealth, Bio-sensing
•   Information Retrieval
•   Ethical, Legal & Social Issues (ELSI)




                                   Image Source: Dr. Kumar @ UMN
What Will The Future Be for Health Care?




 HAL 9000            Data             David            NS-5
                  Intelligent &   Machines with a    Machines that
   Dangerous
                     helpful       human touch      replace humans
killer machines
                   machines
Let’s Shape the Future
       Together!

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The Intersection of ICT and Health Informatics Research

  • 1. The Intersection of ICT and Health Informatics Research February 24, 2012 Nawanan Theera-Ampornpunt, MD, PhD
  • 2. A Few Words About Me... 2003 Doctor of Medicine (1st-Class Honors) Ramathibodi 2009 M.S. (Health Informatics) University of Minnesota 2012 Ph.D. (Health Informatics) University of Minnesota Currently • Medical Systems Analyst, Health Informatics Division, Faculty of Medicine Ramathibodi Hospital • Chair-Elect, Student Working Groups, American Medical Informatics Association SlideShare.net/Nawanan www.tc.umn.edu/~theer002 groups.google.com/group/ThaiHealthIT
  • 3. Outline • What Is Informatics? • Informatics vs. ICT • Some Research Areas in Informatics • The Road Ahead
  • 4. Biomedical & Health Informatics • “[T]he field that is concerned with the optimal use of information, often aided by the use of technology, to improve individual health, health care, public health, and biomedical research” (Hersh, 2009) • “[T]he application of the science of information as data plus meaning to problems of biomedical interest” (Bernstam et al, 2010)
  • 5. DIKW Pyramid Wisdom Knowledge Information Data
  • 6. DIKW Pyramid Wisdom Knowledge Knowledge Management Information Informatics Data ICT
  • 7. Task-Oriented View of Informatics Collection Processing Utilization Communication Storage /Dissemination/ Presentation
  • 8. Informatics As A Field Shortliffe (2002)
  • 10. Informatics and Other Fields Social Sciences Statistics & (Psychology, Sociology, Research Linguistics, Methods Cognitive & Law & Ethics) Medical Decision Sciences & Science Public Health Engineering Management Library Computer & Biomedical/ Science, Information Health Information Science Informatics Retrieval, KM And More!
  • 11. Why Informatics ≠ ICT People Techno- Process logy
  • 12. Why Informatics ≠ ICT Informatics Information & Communications T echnology
  • 13. Why We Need Informatics in Health Care?
  • 14.
  • 15. Why We Need Informatics in Health Care? #1. Because information is everywhere in health care
  • 16. Manufacturing Source: Guardian.co.uk
  • 17. Banking Source: Cablephet.com
  • 18. Health care Source: nj.com
  • 19. Why Healthcare Isn’t Like Any Others? • Life-or-Death • Many & varied stakeholders • Strong professional values • Evolving standards of care • Fragmented, poorly-coordinated systems • Large, ever-growing & changing body of knowledge • High volume, low resources, little time Source: nj.com
  • 20. Why Healthcare Isn’t Like Any Others? • Large variations & contextual dependence Input Process Output Patient Decision- Biological Presentation Making Responses Source: nj.com
  • 21. Why We Need Informatics in Health Care? #2. Because health care is complex and difficult to automate
  • 22. Why Adopting Health IT? “Go paperless” “Computerize” “Get a HIS” “Digital Hospital” “Have EMRs” “Modernize” “Share data”
  • 23. Some Quotes • “Don’t implement technology just for technology’s sake.” • “Don’t make use of excellent technology. Make excellent use of technology.” (Tangwongsan, Supachai. Personal communication, 2005.) • “Health care IT is not a panacea for all that ails medicine.” (Hersh, 2004) • “We worry, however, that [electronic records] are being touted as a panacea for nearly all the ills of modern medicine.” (Hartzband & Groopman, 2008)
  • 24. Health IT: What’s In A Word? Health  Goal Information Value-Add Technology Tools
  • 25. Why We Need Informatics in Health Care? #3. Because unlike other industries, the goal is HEALTH
  • 26. To Err Is Human • Perception errors Source: interaction-dynamics.com
  • 27. To Err Is Human • Lack of Attention Source: aafp.org
  • 28. To Err Is Human • Cognitive Errors - Example: Decoy Pricing # of The Economist Purchase Options People • Economist.com subscription $59 16 • Print subscription $125 0 • Print & web subscription $125 84 # of The Economist Purchase Options People • Economist.com subscription $59 68 32 Ariely (2008) • Print & web subscription $125
  • 29. Clinical Decision Support Systems (CDSSs) PATIENT Perception CLINICIAN Attention Long Term Memory External Memory Working Memory Knowledge Data Knowledge Data Inference DECISION From a teaching slide by Don Connelly, 2006
  • 30. Clinical Decision Support Systems (CDSSs) PATIENT Perception CLINICIAN Abnormal Attention lab highlights Long Term Memory External Memory Working Memory Knowledge Data Knowledge Data Inference DECISION
  • 31. Clinical Decision Support Systems (CDSSs) PATIENT Perception CLINICIAN Drug- Attention Allergy Checks Long Term Memory External Memory Working Memory Knowledge Data Knowledge Data Inference DECISION
  • 32. Clinical Decision Support Systems (CDSSs) PATIENT Drug-Drug Perception Interaction CLINICIAN Checks Attention Long Term Memory External Memory Working Memory Knowledge Data Knowledge Data Inference DECISION
  • 33. Clinical Decision Support Systems (CDSSs) • CDSS as a replacement or supplement of clinicians? – The demise of the “Greek Oracle” model (Miller & Masarie, 1990) The “Greek Oracle” Model The “Fundamental Theorem” Friedman (2009)
  • 34. Why We Need Informatics in Health Care? #4. Because health care is error-prone and technology can help
  • 35. Some Research Areas in Informatics
  • 36. Research Agenda for Thailand’s Informatics http://www.slideshare.net/nawanan/research- topics-for-informatics-in-the-context-of-thailand
  • 37. Health IT Adoption & Use: Underlying Assumption ICT’s Focus Informatics Focus Systems Analysis, Adoption Use Outcomes Design & Coding
  • 38. Underlying Assumption • Better clinical outcomes • Improved patient satisfaction Individual • More provider productivity/satisfaction Adoption & use • Improved operational efficiency • More patients Organizational • Reduced costs/increased revenues Adoption & Use • Better individual health/quality of life • Better population health Societal • Long-term cost savings Adoption & Use
  • 39. Areas of IT Adoption Research Adoption Use Outcomes • Describe the state of • Describe the state of • Determine if/when IT adoption in a specific health IT use in a adoption & use will lead setting specific setting to better outcomes (+ what outcomes?) • Compare adoption in 2 • Compare use in 2 settings settings • Compare impacts of same health IT in • Identify facilitators and • Identify facilitators and different settings barriers of IT adoption barriers of IT use • Reveal • Determine if/when mechanisms/pathways adoption will lead to use that translate adoption & use to outcomes
  • 40. Example of Health IT Adoption Studies
  • 41. Adoption Studies: Descriptive Aspect Unpublished contents on this slide were removed. Please contact the speaker at ranta@mahidol.ac.th for more information.
  • 42. Adoption Studies: Theoretical Aspect Unpublished contents on this slide were removed. Please contact the speaker at ranta@mahidol.ac.th for more information.
  • 43. Evaluation Studies of Health IT: Benefits of Health IT Kaushal et al. (2003)
  • 44. Risks of Health IT • Alert fatigue
  • 46. Evaluation Studies of Health IT: Risks of Health IT Koppel et al. (2005)
  • 47. Evaluation Studies of Health IT: Risks of Health IT Han et al. (2005)
  • 48. Evaluation Studies of Health IT: Risks of Health IT Ash et al. (2004)
  • 49. Public Health Informatics Yasnoff et al. (2001)
  • 50. Consumer Health Informatics Kaelber et al. (2008)
  • 51. The Road Ahead for ICT & Informatics
  • 52. IBM’s Watson Image Source: socialmediab2b.com
  • 53. Rise of the Machines? Image Source: englishmoviez.com
  • 54. Data Mining in Health Care Image Source: Dr. Kumar @ UMN
  • 56. ICT in Emergencies & Disasters http://www.kromchol.com/
  • 57. ICT in Emergencies & Disasters http://dds.bangkok.go.th/Canal/
  • 58. ICT in Emergencies & Disasters http://www.thaiflood.com
  • 59. ICT in Emergencies & Disasters http://www.youtube.com/user/roosuflood
  • 60. ICT in Emergencies & Disasters https://www.facebook.com/groups/mophwarroomcoordination/
  • 62. Google Flu Trends (Biosurveillance) Source: Google.org/FluTrends
  • 63. Other Intersecting Areas • Natural Language Processing (NLP) • Knowledge Representation & Semantics • Standards, Vocabularies, Ontologies • Bioinformatics • Telemedicine/Telehealth, Bio-sensing • Information Retrieval • Ethical, Legal & Social Issues (ELSI) Image Source: Dr. Kumar @ UMN
  • 64. What Will The Future Be for Health Care? HAL 9000 Data David NS-5 Intelligent & Machines with a Machines that Dangerous helpful human touch replace humans killer machines machines
  • 65. Let’s Shape the Future Together!