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Hospital Information
                                    Systems (HIS) and
                                Electronic Health Records
                                         (EHRs)
                               Nawanan Theera-Ampornpunt, MD, PhD
                                    Health Informatics Division, Ramathibodi
                                                 Mar 15, 2012




http://www.slideshare.net/nawanan
A Bit About Myself

2003 M.D. (Ramathibodi)
2009 M.S. in Health Informatics (U of MN)
2011 Ph.D. in Health Informatics (U of MN)
Health Informatician/Systems Analyst
Health Informatics Division
Faculty of Medicine Ramathibodi Hospital
Mahidol University
ranta@mahidol.ac.th

Research interests:
•   Health IT applications in clinical settings (including
    EHRs)
•   Health IT “adoption”
•   Health informatics education
EHRs: Fundamentals
What Is A Medical Record?
What Is A Medical Record?

• A record or documentation of a patient’s
  medical history, examination, and treatments.

• Medical Record vs. Health Record
  – Essentially the same
Class Discussion 1

• Why do we need a health record?

• In other words, why do we need a
  documentation of a patient’s medical care?
Potential Uses of Medical Records

• Continuity of providing care
  – Note important information for later use
  – Especially important in chronic diseases
    (e.g. hypertension, diabetes) or in follow-up (e.g. after
    surgery)


• Patient safety
  – Preventing something bad because of lack of information
  – Such as drug allergies, list of current medications,
    “problem list”
Potential Uses of Medical Records

• Communications between providers
  – Referral to specialists or other physicians
  – Consulting among physicians
  – Communications between physicians and nurses,
    pharmacists, physical therapists, etc.
  – Transfer from a hospital to another
• Medico-legal purposes
  – e.g. Court evidence against malpractice
  – What was done or provided to the patient? Why? By
    whom? When?
  – Was the care provided up to the professional standard?
Potential Uses of Medical Records

• Claims and reimbursements
  – What services were provided to the patient
  – How (and how much) will the hospitals/doctors be paid?
  – Audit of medical records by “payers”

• Patient’s uses
  – Health insurance claims
  – Self-education & self-care

• Clinical research
  – Find ways to improve health care through new knowledge
“Electronic” Medical Records

• Electronic Medical Records (EMRs) vs.
  Electronic Health Records (EHRs)

• Debate about similarities & differences
• Summary
  – Definitions subjective, depending on how people think
  – EMRs mostly refer to electronic documentation of
    medical care at one visit
  – EHRs mostly refer to electronic documentation that is
    longitudinal in nature (may be several visits)
  – EMRs commonly used in Thailand (but means the same
    as EHRs)
Longitudinal Records

• Records documented over time (multiple encounters)
• Ideally, “life-long” is a complete record of the patient’s health
Various Forms of Health IT




Hospital Information System (HIS)    Computerized Provider Order Entry (CPOE)




                                    Electronic
                                      Health
                                    Records       Picture Archiving and
                                     (EHRs)      Communication System
                                                         (PACS)
Still Many Other Forms of Health IT


                                                                        Health Information
                                                                         Exchange (HIE)



         m-Health

                                                                         Biosurveillance

Personal Health Records
        (PHRs)



                                                                     Telemedicine &
Information Retrieval                                                  Telehealth

                          Images from Apple Inc., Geekzone.co.nz, Google, PubMed.gov, and American Telecare, I
The Confusing Acronyms


                                       Computer-Based
                                       Patient Records
Electronic Medical
                                           (CPRs)
 Records (EMRs)




                                       Electronic Patient
 Electronic Health                     Records (EPRs)
 Records (EHRs)
                     Personal Health
                     Records (PHRs)
                                            Hospital
                                          Information
                                         Systems (HIS)
Benefits of EHRs
Class Exercise 3

• Why do we need to use an
  electronic version of medical
  records?
Common “Goals” for
                          EHRs/Health IT Adoption
                                 “Computerize”
“Go paperless”

  “Get an electronic
               copy
                                    “Digital Hospital”



   “Have EMRs”
                                    “Modernize”




                “Share data”
Is There A Role for Health IT?




                         (IOM, 2000)
Why We Need Health IT

• Health care is very complex (and inefficient)
• Health care is information-rich
• Quality of care depends on timely availability &
  quality of information
• Clinical knowledge body is too large
• Short time during a visit
• Practice guidelines are put “on-the-shelf”
• “To err is human”
To Err Is Human

• Perception errors




                          Image Source: interaction-dynamics.com
To Err Is Human
• Lack of Attention




                               Image Source: aafp.org
Class Exercise 3



    The Economist Purchase Options

• Economist.com subscription   $59
• Print subscription           $125
• Print & web subscription     $125
Class Exercise 3



  The Economist Purchase Options

• Economist.com subscription   $59
• Print & web subscription     $125
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
• Print & web subscription     $125     32
                                                (Ariely, 2008)
What If This Happens in Healthcare?



• It already happens....
 (Mamede et al., 2010; Croskerry, 2003; Klein, 2005)




• What if health IT can help?
Fundamental Theorem of Informatics




                               (Friedman, 2009)
                            (Friedman, 2009)
Benefits of Going Electronic (EHRs)

• Ubiquitous availability (anytime, anywhere, everyone who is
  authorized)
• Multiple concurrent uses
• The end of “Where the heck is the patient’s record?!?”
• Ability to control & enforce access security
• Structured data entry possible
• Data presentation that is easier to understand (e.g. graphs)
• Efficiency in data entry? (but sometimes it slows users
  down!)
• Process improvement (business process
  reengineering/redesign, quality improvement)

• No doctor’s handwriting!!!!!
Electronic Health Record (EHR) Systems


• Are they just electronic documentation?


             History   Diag-    Treat-
                                            ...
              & PE     nosis    ments



• Or do they have some other values?
Literature Shows Benefits of Health IT

• Literature suggests improvement in health care
  through
  – Guideline adherence
  – Better documentation
  – Practitioner decision making or process of care
  – Medication safety
  – Patient surveillance & monitoring
  – Patient education/reminder
  – Cost savings and better financial performance

• “Alerts & Reminders”
Alerts & Reminders
Functions That Should be Part of
                                   EHR Systems


•   Patient Demographics
•   Physician Notes
•   Computerized Medication Order Entry
•   Computerized Laboratory Order Entry
•   Computerized Laboratory Results
•   Problem Lists
•   Medication Lists
•   Discharge Summaries
•   Diagnostic Test Results
•   Radiologic Reports
Hospital Information Systems
Different Kinds of IT in Hospitals


                                         IT Infrastructure
                                         - Hardware
                                         - Network
                              Hardware
                     People      &
                                         - Operating
                                            System
                      ware    Network       (Windows, etc.)
                                         - Antivirus
                                         - Other system
                                            software

Software                 Software
Applications
- Microsoft Office
- Business
  software (HIS,
  EHRs, MIS)
Software Applications in Hospitals

• Front Office
   – Electronic Health Records (EHRs)
   – Hospital Information Systems (or Clinical Information Systems)
• Back Office
   –   Management Information Systems (MIS)
   –   Enterprise Resource Planning (ERP) systems
   –   Research and Education
   –   Office Automation Tools (such as Microsoft Office)
Examples of Hospital IT

Enterprise-wide
• MPI, ADT
• EHRs/EMRs/HIS/CIS
• CPOE & CDSSs
• Nursing applications
• Billing, Claims & Reimbursements
• MIS, ERP
Examples of Hospital IT

Departmental Applications
• Pharmacy applications
• LIS, PACS, RIS
• Specialized applications (ER, OR, LR, Anesthesia,
  Critical Care, Blood Bank)
• E-Learning
Hospital Information System
                                                                        Clinical
                        Medical                 ADT                     Notes
                        Records


                                             Workflow
                                                          Pharmacy IS
                    Operation                 Master
                                              Patient                     LIS
                     Theatre
                                            Index (MPI)

                                                            Order
                       CCIS
                                                                         RIS

                                            Scheduling
                       Portals                              Billing
                                                                        PACS


Modified from Dr. Artit Ungkanont’s slide
Hospital Information System




From Dr. Artit Ungkanont’s slide
Master Patient Index (MPI)

• A hospital’s list of all patients

• Functions
   – Registration/identification of patients (HN)
   – Captures/updates patient demographics
   – Used in virtually all other hospital service applications
Admission-Discharge-Transfer (ADT)

• Functions
   – Supports Admission, Discharge & Transfer of patients
     (“patient management”)
   – Provides status/location of admitted patients
   – Used in assessing bed occupancy
   – Linked to billing, claims & reimbursements
Bed Management (from ADT System)
Insurance Eligibility System

• Functions
   – Determines if a patient is eligible or is covered by a particular
     insurance scheme
   – Determines the services covered by the patient’s insurance
     plan
   – May need to link with the eligibility verification system of the
     government agencies
Appointment Scheduling

• Functions
   – Records appointments of patients
   – Pre-specified number of open slots
   – Ability to postpone/cancel appointments
   – Displays list of patients with appointments in a specific date
   – Ability to adjust number of open slots
Computerized Physician Order Entry
                                      (CPOE)

Functions
• Physician directly enters medication/lab/diagnostic/imaging
  orders online
• Nurse & pharmacy process orders accordingly
• Maybe considered part of an EHR/HIS system

Values
• No handwriting!!!
• Structured data entry (completeness, clarity, fewer mistakes)
• No transcription!
• Entry point for CDSSs
• Streamlines workflow, increases efficiency
Computerized Physician Order Entry
                           (CPOE)
Clinical Decision Support Systems
                                          (CDSSs)

• The real place where most of the values of health IT can be
  achieved
• A variety of forms and nature of CDSSs
   – Expert systems
      • Based on artificial intelligence, machine learning, rules, or statistics
      • Examples: differential diagnoses, treatment options
   – Alerts & reminders
      • Based on specified conditions
      • Examples: drug-allergy checks, drug-drug interaction checks, drug-lab
         interaction checks, drug-formulary checks, reminders for preventive
         services or certain actions (e.g. smoking cessation), clinical practice
         guideline integration
   – Evidence-based knowledge sources e.g. drug database, literature
   – Simple UI designed to help clinical decision making
Clinical Decision Support Systems
                                                  (CDSSs)
                                               PATIENT


                                              Perception
    CLINICIAN

                                              Attention


    Long Term Memory                                       External Memory
                                               Working
                                               Memory
     Knowledge Data                                        Knowledge Data


                                              Inference


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


                     Perception
CLINICIAN
                                  Abnormal lab
                     Attention     highlights


Long Term Memory                     External Memory
                      Working
                      Memory
Knowledge Data                       Knowledge Data


                     Inference


                     DECISION
Clinical Decision Support Systems
                                      (CDSSs)
                      PATIENT


                     Perception
CLINICIAN
                                  Drug-Allergy
                     Attention      Checks


Long Term Memory                     External Memory
                      Working
                      Memory
Knowledge Data                       Knowledge Data


                     Inference


                     DECISION
Clinical Decision Support Systems
                                      (CDSSs)
                      PATIENT


                     Perception
CLINICIAN                         Drug-Drug
                                  Interaction
                     Attention      Checks


Long Term Memory                   External Memory
                      Working
                      Memory
Knowledge Data                    Knowledge Data


                     Inference


                     DECISION
Clinical Decision Support Systems
                                      (CDSSs)
                      PATIENT


                     Perception
CLINICIAN

                     Attention


Long Term Memory                   External Memory
                      Working
                      Memory
Knowledge Data                    Knowledge Data


                     Inference    Diagnostic/Treatment
                                     Expert Systems

                     DECISION
Clinical Decision Support Systems
                                         (CDSSs)

Issues
• Alert sensitivity & alert fatigue
Clinical Decision Support Systems
                                      (CDSSs)
Issues
• Unintended Consequences (e.g. workarounds)
Nursing Applications


Functions
• Document nursing assessments, interventions & outcomes
• Facilitate charting & vital sign recording
• Utilize standards in nursing informatics
• Populate and documents care-planning
• Support communication within teams & between shifts
   – e-Kardex
• Risk/incident management
Pharmacy Applications


Functions
• Streamlines workflow from medication orders to dispensing and
  billing
• Reduces medication errors, improves medication safety
• Improves inventory management
Stages of Medication Process


Ordering   Transcription   Dispensing   Administration




                           Automatic      Electronic
CPOE
                           Medication    Medication
                           Dispensing   Administration
                                          Records
                                          (e-MAR)
                           Barcoded
                           Medication     Barcoded
                           Dispensing    Medication
                                        Administration
Laboratory Information System (LIS)

Functions
• Receives and processes lab orders
• Matches tube & specimen
• Internal workflow within labs
   – Order processing
   – Specimen registration & processing
   – Lab results validation & reporting
   – Specimen inventory
• Lab results viewing
Imaging Applications

Picture Archiving and Communication System (PACS)
• Captures, archives, and displays electronic images captured from
  imaging modalities
• Often refers to radiologic images but sometimes used in other
  settings as well (e.g. cardiology, endoscopy, pathology,
  ophthalmology)
• Values: reduces space, costs of films, loss of films, parallel
  viewing, remote access, image processing & manipulation,
  referrals
Radiology Information System (RIS) or Workflow Management
• Supports workflow of the radiology department, including patient
  registration, appointments & scheduling, consultations, imaging
  reports, etc.
Billing System

• Functions
   – Calculates service charges for services provided
   – Calculations based on patient’s insurance coverage and
     eligibility
   – Records amount of money paid by the patient and remaining
     amount
   – Sends information to accounting or Back Office ERP to send
     reimbursement claims to government agencies
Enterprise Resource Planning

• Some Functions
   – Finance
      • Accounting
      • Budgeting
      • Cost control and management
   – Materials Management
      • Procurement
      • Inventory management
   – Human Resources
      • Recruitment, evaluation, promotion & disciplinary actions
      • Payroll
The Bigger Picture:
        Health Information Exchange (HIE)


                   Government


Hospital A                        Hospital B




                                   Clinic C
  Lab           Patient at Home
Summary

• EHRs (or EMRs) are both
  – Electronic documentation of patient care and
  – a broad term for an information system used to
    improve the process of patient care through
    better documentation and other care
    processes such as ordering medications, lab
    tests, or x-rays and viewing lab results and x-
    ray reports (among others)
Summary

• There are various kinds of applications in
  hospitals
• HIS often refers to the “Front Office” part of
  hospital IT
• Sometimes HIS refers to the entire hospital IT
• HIS and EHRs are used to support clinical
  workflows, improve decision-making and care
  quality, and reduce costs
• EHRs and HIS are just one piece of the big
  puzzle for the whole healthcare system
Questions?

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Hospital Information Systems & Electronic Health Records

  • 1. Hospital Information Systems (HIS) and Electronic Health Records (EHRs) Nawanan Theera-Ampornpunt, MD, PhD Health Informatics Division, Ramathibodi Mar 15, 2012 http://www.slideshare.net/nawanan
  • 2. A Bit About Myself 2003 M.D. (Ramathibodi) 2009 M.S. in Health Informatics (U of MN) 2011 Ph.D. in Health Informatics (U of MN) Health Informatician/Systems Analyst Health Informatics Division Faculty of Medicine Ramathibodi Hospital Mahidol University ranta@mahidol.ac.th Research interests: • Health IT applications in clinical settings (including EHRs) • Health IT “adoption” • Health informatics education
  • 4. What Is A Medical Record?
  • 5. What Is A Medical Record? • A record or documentation of a patient’s medical history, examination, and treatments. • Medical Record vs. Health Record – Essentially the same
  • 6. Class Discussion 1 • Why do we need a health record? • In other words, why do we need a documentation of a patient’s medical care?
  • 7. Potential Uses of Medical Records • Continuity of providing care – Note important information for later use – Especially important in chronic diseases (e.g. hypertension, diabetes) or in follow-up (e.g. after surgery) • Patient safety – Preventing something bad because of lack of information – Such as drug allergies, list of current medications, “problem list”
  • 8. Potential Uses of Medical Records • Communications between providers – Referral to specialists or other physicians – Consulting among physicians – Communications between physicians and nurses, pharmacists, physical therapists, etc. – Transfer from a hospital to another • Medico-legal purposes – e.g. Court evidence against malpractice – What was done or provided to the patient? Why? By whom? When? – Was the care provided up to the professional standard?
  • 9. Potential Uses of Medical Records • Claims and reimbursements – What services were provided to the patient – How (and how much) will the hospitals/doctors be paid? – Audit of medical records by “payers” • Patient’s uses – Health insurance claims – Self-education & self-care • Clinical research – Find ways to improve health care through new knowledge
  • 10. “Electronic” Medical Records • Electronic Medical Records (EMRs) vs. Electronic Health Records (EHRs) • Debate about similarities & differences • Summary – Definitions subjective, depending on how people think – EMRs mostly refer to electronic documentation of medical care at one visit – EHRs mostly refer to electronic documentation that is longitudinal in nature (may be several visits) – EMRs commonly used in Thailand (but means the same as EHRs)
  • 11. Longitudinal Records • Records documented over time (multiple encounters) • Ideally, “life-long” is a complete record of the patient’s health
  • 12. Various Forms of Health IT Hospital Information System (HIS) Computerized Provider Order Entry (CPOE) Electronic Health Records Picture Archiving and (EHRs) Communication System (PACS)
  • 13. Still Many Other Forms of Health IT Health Information Exchange (HIE) m-Health Biosurveillance Personal Health Records (PHRs) Telemedicine & Information Retrieval Telehealth Images from Apple Inc., Geekzone.co.nz, Google, PubMed.gov, and American Telecare, I
  • 14. The Confusing Acronyms Computer-Based Patient Records Electronic Medical (CPRs) Records (EMRs) Electronic Patient Electronic Health Records (EPRs) Records (EHRs) Personal Health Records (PHRs) Hospital Information Systems (HIS)
  • 16. Class Exercise 3 • Why do we need to use an electronic version of medical records?
  • 17. Common “Goals” for EHRs/Health IT Adoption “Computerize” “Go paperless” “Get an electronic copy “Digital Hospital” “Have EMRs” “Modernize” “Share data”
  • 18. Is There A Role for Health IT? (IOM, 2000)
  • 19. Why We Need Health IT • Health care is very complex (and inefficient) • Health care is information-rich • Quality of care depends on timely availability & quality of information • Clinical knowledge body is too large • Short time during a visit • Practice guidelines are put “on-the-shelf” • “To err is human”
  • 20. To Err Is Human • Perception errors Image Source: interaction-dynamics.com
  • 21. To Err Is Human • Lack of Attention Image Source: aafp.org
  • 22. Class Exercise 3 The Economist Purchase Options • Economist.com subscription $59 • Print subscription $125 • Print & web subscription $125
  • 23. Class Exercise 3 The Economist Purchase Options • Economist.com subscription $59 • Print & web subscription $125
  • 24. 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 • Print & web subscription $125 32 (Ariely, 2008)
  • 25. What If This Happens in Healthcare? • It already happens.... (Mamede et al., 2010; Croskerry, 2003; Klein, 2005) • What if health IT can help?
  • 26. Fundamental Theorem of Informatics (Friedman, 2009) (Friedman, 2009)
  • 27. Benefits of Going Electronic (EHRs) • Ubiquitous availability (anytime, anywhere, everyone who is authorized) • Multiple concurrent uses • The end of “Where the heck is the patient’s record?!?” • Ability to control & enforce access security • Structured data entry possible • Data presentation that is easier to understand (e.g. graphs) • Efficiency in data entry? (but sometimes it slows users down!) • Process improvement (business process reengineering/redesign, quality improvement) • No doctor’s handwriting!!!!!
  • 28. Electronic Health Record (EHR) Systems • Are they just electronic documentation? History Diag- Treat- ... & PE nosis ments • Or do they have some other values?
  • 29. Literature Shows Benefits of Health IT • Literature suggests improvement in health care through – Guideline adherence – Better documentation – Practitioner decision making or process of care – Medication safety – Patient surveillance & monitoring – Patient education/reminder – Cost savings and better financial performance • “Alerts & Reminders”
  • 31. Functions That Should be Part of EHR Systems • Patient Demographics • Physician Notes • Computerized Medication Order Entry • Computerized Laboratory Order Entry • Computerized Laboratory Results • Problem Lists • Medication Lists • Discharge Summaries • Diagnostic Test Results • Radiologic Reports
  • 33. Different Kinds of IT in Hospitals IT Infrastructure - Hardware - Network Hardware People & - Operating System ware Network (Windows, etc.) - Antivirus - Other system software Software Software Applications - Microsoft Office - Business software (HIS, EHRs, MIS)
  • 34. Software Applications in Hospitals • Front Office – Electronic Health Records (EHRs) – Hospital Information Systems (or Clinical Information Systems) • Back Office – Management Information Systems (MIS) – Enterprise Resource Planning (ERP) systems – Research and Education – Office Automation Tools (such as Microsoft Office)
  • 35. Examples of Hospital IT Enterprise-wide • MPI, ADT • EHRs/EMRs/HIS/CIS • CPOE & CDSSs • Nursing applications • Billing, Claims & Reimbursements • MIS, ERP
  • 36. Examples of Hospital IT Departmental Applications • Pharmacy applications • LIS, PACS, RIS • Specialized applications (ER, OR, LR, Anesthesia, Critical Care, Blood Bank) • E-Learning
  • 37. Hospital Information System Clinical Medical ADT Notes Records Workflow Pharmacy IS Operation Master Patient LIS Theatre Index (MPI) Order CCIS RIS Scheduling Portals Billing PACS Modified from Dr. Artit Ungkanont’s slide
  • 38. Hospital Information System From Dr. Artit Ungkanont’s slide
  • 39. Master Patient Index (MPI) • A hospital’s list of all patients • Functions – Registration/identification of patients (HN) – Captures/updates patient demographics – Used in virtually all other hospital service applications
  • 40. Admission-Discharge-Transfer (ADT) • Functions – Supports Admission, Discharge & Transfer of patients (“patient management”) – Provides status/location of admitted patients – Used in assessing bed occupancy – Linked to billing, claims & reimbursements
  • 41. Bed Management (from ADT System)
  • 42. Insurance Eligibility System • Functions – Determines if a patient is eligible or is covered by a particular insurance scheme – Determines the services covered by the patient’s insurance plan – May need to link with the eligibility verification system of the government agencies
  • 43. Appointment Scheduling • Functions – Records appointments of patients – Pre-specified number of open slots – Ability to postpone/cancel appointments – Displays list of patients with appointments in a specific date – Ability to adjust number of open slots
  • 44. Computerized Physician Order Entry (CPOE) Functions • Physician directly enters medication/lab/diagnostic/imaging orders online • Nurse & pharmacy process orders accordingly • Maybe considered part of an EHR/HIS system Values • No handwriting!!! • Structured data entry (completeness, clarity, fewer mistakes) • No transcription! • Entry point for CDSSs • Streamlines workflow, increases efficiency
  • 46. Clinical Decision Support Systems (CDSSs) • The real place where most of the values of health IT can be achieved • A variety of forms and nature of CDSSs – Expert systems • Based on artificial intelligence, machine learning, rules, or statistics • Examples: differential diagnoses, treatment options – Alerts & reminders • Based on specified conditions • Examples: drug-allergy checks, drug-drug interaction checks, drug-lab interaction checks, drug-formulary checks, reminders for preventive services or certain actions (e.g. smoking cessation), clinical practice guideline integration – Evidence-based knowledge sources e.g. drug database, literature – Simple UI designed to help clinical decision making
  • 47. Clinical Decision Support Systems (CDSSs) PATIENT Perception CLINICIAN Attention Long Term Memory External Memory Working Memory Knowledge Data Knowledge Data Inference From a teaching slide by Don Connelly, 2006 DECISION
  • 48. Clinical Decision Support Systems (CDSSs) PATIENT Perception CLINICIAN Abnormal lab Attention highlights Long Term Memory External Memory Working Memory Knowledge Data Knowledge Data Inference DECISION
  • 49. Clinical Decision Support Systems (CDSSs) PATIENT Perception CLINICIAN Drug-Allergy Attention Checks Long Term Memory External Memory Working Memory Knowledge Data Knowledge Data Inference DECISION
  • 50. Clinical Decision Support Systems (CDSSs) PATIENT Perception CLINICIAN Drug-Drug Interaction Attention Checks Long Term Memory External Memory Working Memory Knowledge Data Knowledge Data Inference DECISION
  • 51. Clinical Decision Support Systems (CDSSs) PATIENT Perception CLINICIAN Attention Long Term Memory External Memory Working Memory Knowledge Data Knowledge Data Inference Diagnostic/Treatment Expert Systems DECISION
  • 52. Clinical Decision Support Systems (CDSSs) Issues • Alert sensitivity & alert fatigue
  • 53. Clinical Decision Support Systems (CDSSs) Issues • Unintended Consequences (e.g. workarounds)
  • 54. Nursing Applications Functions • Document nursing assessments, interventions & outcomes • Facilitate charting & vital sign recording • Utilize standards in nursing informatics • Populate and documents care-planning • Support communication within teams & between shifts – e-Kardex • Risk/incident management
  • 55. Pharmacy Applications Functions • Streamlines workflow from medication orders to dispensing and billing • Reduces medication errors, improves medication safety • Improves inventory management
  • 56. Stages of Medication Process Ordering Transcription Dispensing Administration Automatic Electronic CPOE Medication Medication Dispensing Administration Records (e-MAR) Barcoded Medication Barcoded Dispensing Medication Administration
  • 57. Laboratory Information System (LIS) Functions • Receives and processes lab orders • Matches tube & specimen • Internal workflow within labs – Order processing – Specimen registration & processing – Lab results validation & reporting – Specimen inventory • Lab results viewing
  • 58. Imaging Applications Picture Archiving and Communication System (PACS) • Captures, archives, and displays electronic images captured from imaging modalities • Often refers to radiologic images but sometimes used in other settings as well (e.g. cardiology, endoscopy, pathology, ophthalmology) • Values: reduces space, costs of films, loss of films, parallel viewing, remote access, image processing & manipulation, referrals Radiology Information System (RIS) or Workflow Management • Supports workflow of the radiology department, including patient registration, appointments & scheduling, consultations, imaging reports, etc.
  • 59. Billing System • Functions – Calculates service charges for services provided – Calculations based on patient’s insurance coverage and eligibility – Records amount of money paid by the patient and remaining amount – Sends information to accounting or Back Office ERP to send reimbursement claims to government agencies
  • 60. Enterprise Resource Planning • Some Functions – Finance • Accounting • Budgeting • Cost control and management – Materials Management • Procurement • Inventory management – Human Resources • Recruitment, evaluation, promotion & disciplinary actions • Payroll
  • 61. The Bigger Picture: Health Information Exchange (HIE) Government Hospital A Hospital B Clinic C Lab Patient at Home
  • 62. Summary • EHRs (or EMRs) are both – Electronic documentation of patient care and – a broad term for an information system used to improve the process of patient care through better documentation and other care processes such as ordering medications, lab tests, or x-rays and viewing lab results and x- ray reports (among others)
  • 63. Summary • There are various kinds of applications in hospitals • HIS often refers to the “Front Office” part of hospital IT • Sometimes HIS refers to the entire hospital IT • HIS and EHRs are used to support clinical workflows, improve decision-making and care quality, and reduce costs • EHRs and HIS are just one piece of the big puzzle for the whole healthcare system