SlideShare ist ein Scribd-Unternehmen logo
1 von 51
Downloaden Sie, um offline zu lesen
1
Health IT: The Big Picture
Nawanan Theera-Ampornpunt, MD, PhD
Healthcare CIO Program, Ramathibodi Hospital Administration School
Aug. 14, 2013 SlideShare.net/Nawanan
Except 
where citing 
other works
2
Manufacturing
Image Source: Guardian.co.uk
3
Banking
Image Source: Cablephet.com
4
Health care
ER - Image Source: nj.com
5
• 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
Why Health care Isn’t Like Any Others?
6
• Large variations & contextual dependence
Why Health care Isn’t Like Any Others?
Input Process Output
Patient
Presentation
Decision-
Making
Biological
Responses
7
But...Are We That Different?
Input Process Output
Transfer
Banking
Value-Add
- Security
- Convenience
- Customer Service
Location A Location B
8
Input Process Output
Assembling
Manufacturing
Raw
Materials
Finished
Goods
Value-Add
- Innovation
- Design
- QC
But...Are We That Different?
9
But...Are We That Different?
Input Process Output
Patient Care
Health care
Sick Patient Well Patient
Value-Add
- Technology & medications
- Clinical knowledge & skills
- Quality of care; process improvement
- Information
10
Information is Everywhere in Medicine
Shortliffe EH. Biomedical informatics in the education of
physicians. JAMA. 2010 Sep 15;304(11):1227-8.
11
The Anatomy of Health IT
Health 
Information
Technology
Goal
Value‐Add
Means
12
Various Forms of Health IT
Hospital Information System (HIS) Computerized Provider Order Entry (CPOE)
Electronic
Health
Records
(EHRs)
Picture Archiving and
Communication System
(PACS)
13
Still Many Other Forms of Health IT
m-Health
Health Information
Exchange (HIE)
Biosurveillance
Information Retrieval
Telemedicine &
Telehealth
Images from Apple Inc., Geekzone.co.nz, Google, Microsoft, PubMed.gov, and American Telecare, Inc.
Personal Health Records
(PHRs)
14
• 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
Why Health care Isn’t Like Any Others?
15
Is There A Role for Health IT?
(IOM, 2000)
16
Landmark IOM Reports
(IOM, 2001)(IOM, 2000)
17
Landmark IOM Reports: Summary
• Humans are not perfect and are bound to 
make errors
• High‐light problems in the U.S. health care 
system that systematically contributes to 
medical errors and poor quality
• Recommends reform that would change 
how health care works and how 
technology innovations can help improve 
quality/safety
18
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 to be in 
any clinician’s brain, and the short time 
during a visit makes it worse
• “To err is human”
• Practice guidelines are put “on‐the‐shelf”
19
• Perception errors
To Err Is Human
Image Source: interaction-dynamics.com
20Image Source: aafp.org
• Lack of Attention
To Err Is Human
21
• Cognitive Errors - Example: Decoy Pricing
The Economist Purchase Options
• Economist.com subscription $59
• Print subscription $125
• Print & web subscription $125
Ariely (2008)
16
0
84
The Economist Purchase Options
• Economist.com subscription $59
• Print & web subscription $125
68
32
# of
People
# of
People
To Err Is Human
22
• It already happens....
(Mamede et al., 2010; Croskerry, 2003;
Klein, 2005)
• What if health IT can help?
What If This Happens in Healthcare?
23
We need “Change”
“...we need to upgrade our medical
records by switching from a paper to
an electronic system of record
keeping...”
President Barack Obama
June 15, 2009
24
The Anatomy of Health IT Revisited
Health 
Information
Technology
Goal
Value‐Add
Means
25
Ultimate Goals of Health IT
•Individual’s Health
•Population’s Health
•Organization’s Health
26
Dimensions of Quality Health Care
• Safety
• Timeliness
• Effectiveness
• Efficiency
• Equity
• Patient‐centeredness
(IOM, 2001)
27
CLASS EXERCISE #2
For each of Institute of Medicine’s 
6 dimensions of quality health care, 
suggest ways health IT can help.
Safety Timeliness Effectiveness
Efficiency Equity Patient‐centeredness
28
Safety?
29
Safety
• Legible handwriting
• Proper display of patient information (e.g. abnormal labs)
• Alerts
– Drug‐Allergy Checks
– Drug‐Drug Interaction Checks
– Drug‐Lab Interaction Checks
• Dose calculator
• Prevention of medication errors
• Timely information
– Histories
– Diagnoses/Problem List
– Labs
– Medication List
30
Timeliness?
31
Timeliness
• Timely information for emergencies, transfers, normal visits
– Histories
– Diagnoses/Problem List
– Labs
– Medication List
• Effective communications between providers
• Effective triage & patient monitoring
32
Effectiveness?
33
Effectiveness
• Reminders/advice for
– Guideline adherence
– Preventive care
– Specialist consults
• Templates/forms
– Order sets
– Care planning, nursing assessments & interventions, 
nursing documentation
• Availability of patient information
• Continuity of care (even in referrals)
• Effective display of information (e.g. graphs, user‐friendly 
screens)
• Assistance in decision‐making (e.g. differential diagnosis)
• Access to evidence/references at the point of care
34
Efficiency?
35
Efficiency
• Fast/lean/efficient processes of care
– Automation ‐> faster care, fewer workers
– Process redesigns/reengineering (e.g. parallel processes/access)
– Changes in role assignments ‐> productivity gains or more time for patient
• Predictable patterns/“Just‐in‐time” (staffing, resource allocation, 
inventory, bed management)
• Flexibility “Organizational slacks” (buffers)
• Drug‐formulary checks & policy enforcement
• Reduction of redundant tests
• Efficient management of bed occupancy/hospital capacity
• Cost‐savings & time‐savings from preventable errors
• Space‐savings (e.g. medical records, PACS)
• Effective communications
36
Equity?
37
Equity
• Reduction of barriers to care, improved access 
to care
– Physical barriers (telemedicine, tele‐consultation)
– Structural barriers (information exchange among 
hospitals)
– Functional barriers (information access by patients, 
networks of patients)
– Cultural barriers (tailored information for different 
patients)
38
Patient-Centeredness?
39
Patient-Centeredness
• Patient’s access to
– Own clinical information
– General health information
– Tailored health information
• Patient engagement/compliance
• Patient empowerment
– Patients’ networking & knowledge sharing
• Patient satisfaction with quality & efficient care
• Patient’s control of information (privacy)
40
Roles of Health IT
• Information provider
• Process transformer
• Mistake preventer (risk manager)
• Clinician’s helper
• Patient’s educator & supporter
• Management’s assistant
• Researcher’s gateway
• etc.
41
Documented Benefits of Health IT
• Literature suggests improvement through
– Guideline adherence (Shiffman et al, 1999;Chaudhry et al, 2006)
– Better documentation (Shiffman et al, 1999)
– Practitioner decision making or process of care 
(Balas et al, 1996;Kaushal et al, 2003;Garg et al, 2005)
– Medication safety
(Kaushal et al, 2003;Chaudhry et al, 2006;van Rosse et al, 2009)
– Patient surveillance & monitoring (Chaudhry et al, 2006)
– Patient education/reminder (Balas et al, 1996)
– Cost  savings and better financial performance 
(Parente & Dunbar, 2001;Chaudhry et al, 2006;Amarasingham et al, 2009;
Borzekowski, 2009)
42
But...
• “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)
43
Common “Goals” for Adopting HIT
“Computerize”“Go paperless”
“Digital Hospital”
“Modernize”
“Get a HIS”
“Have EMRs”
“Share data”
44
The Common Denominator
•Health Information Technology
•Electronic Health Records
•Health Information Exchange
45
Some Misconceptions about HIT
Current 
Environment
Bad
New, Modern, 
Electronic 
Environment
Good
If
Then
Always
46
Fundamental Theorem of Informatics
(Friedman, 2009)
47
Various Ways to Measure Success
• DeLone & McLean (1992;2003)
48
Take-Home Messages
• Health IT has documented benefits to 
quality & efficiency of care
• Implementing health IT will not 
automatically fix all problems
• Health IT is not without risks
• Find the ways health IT can help
• Focus on the ultimate goals
• Benefits of health IT may vary by 
context
49
NEXT
Health IT in 
Hospital Settings
50
References
• Amarasingham R, Plantinga L, Diener‐West M, Gaskin DJ, Powe NR. Clinical information 
technologies and inpatient outcomes: a multiple hospital study. Arch Intern Med. 
2009;169(2):108‐14.
• Balas EA, Austin SM, Mitchell JA, Ewigman BG, Bopp KD, Brown GD. The clinical value of 
computerized information services. A review of 98 randomized clinical trials. Arch Fam
Med. 1996;5(5):271‐8.
• Borzekowski R. Measuring the cost impact of hospital information systems: 1987‐1994. J 
Health Econ. 2009;28(5):939‐49.
• Chaudhry B, Wang J, Wu S, Maglione M, Mojica W, Roth E, Morton SC, Shekelle PG. 
Systematic review: impact of health information technology on quality, efficiency, and 
costs of medical care. Ann Intern Med. 2006;144(10):742‐52.
• DeLone WH, McLean ER. Information systems success: the quest for the dependent 
variable. Inform Syst Res. 1992 Mar;3(1):60‐95. 
• Friedman CP. A "fundamental theorem" of biomedical informatics. 
J Am Med Inform Assoc. 2009 Apr;16(2):169‐70.
• Garg AX, Adhikari NKJ, McDonald H, Rosas‐Arellano MP, Devereaux PJ, Beyene J, et al. 
Effects of computerized clinical decision support systems on practitioner performance 
and patient outcomes: a systematic review. JAMA. 2005;293(10):1223‐38.
• Hartzband P, Groopman J. Off the record‐‐avoiding the pitfalls of going electronic. N Engl
J Med. 2008 Apr 17;358(16):1656‐1658. 
51
References
• Hersh W. Health care information technology: progress and barriers. JAMA. 2004 Nov 
10:292(18):2273‐4.
• Institute of Medicine, Committee on Quality of Health Care in America. To err is human: 
building a safer health system. Kohn LT, Corrigan JM, Donaldson MS, editors. 
Washington, DC: National Academy Press; 2000. 287 p.
• Institute of Medicine, Committee on Quality of Health Care in America. Crossing the 
quality chasm: a new health system for the 21st century. Washington, DC: National 
Academy Press; 2001. 337 p.
• Kaushal R, Shojania KG, Bates DW. Effects of computerized physician order entry and 
clinical decision support systems on medication safety: a systematic review. Arch. Intern. 
Med. 2003;163(12):1409‐16.
• Parente ST, Dunbar JL. Is health information technology investment related to the 
financial performance of US hospitals? An exploratory analysis. Int J Healthc Technol
Manag. 2001;3(1):48‐58.
• Shiffman RN, Liaw Y, Brandt CA, Corb GJ. Computer‐based guideline implementation 
systems: a systematic review of functionality and effectiveness. J Am Med Inform Assoc. 
1999;6(2):104‐14.
• Van Rosse F, Maat B, Rademaker CMA, van Vught AJ, Egberts ACG, Bollen CW. The effect 
of computerized physician order entry on medication prescription errors and clinical 
outcome in pediatric and intensive care: a systematic review. Pediatrics. 
2009;123(4):1184‐90.

Weitere ähnliche Inhalte

Was ist angesagt?

Health IT in Clinical Settings (February 16, 2021)
Health IT in Clinical Settings (February 16, 2021)Health IT in Clinical Settings (February 16, 2021)
Health IT in Clinical Settings (February 16, 2021)Nawanan Theera-Ampornpunt
 
Health Information Technology in Clinical Settings
Health Information Technology in Clinical SettingsHealth Information Technology in Clinical Settings
Health Information Technology in Clinical SettingsNawanan Theera-Ampornpunt
 
Introduction to Health Informatics and Health IT (Part 2) (February 10, 2021)
Introduction to Health Informatics and Health IT (Part 2) (February 10, 2021)Introduction to Health Informatics and Health IT (Part 2) (February 10, 2021)
Introduction to Health Informatics and Health IT (Part 2) (February 10, 2021)Nawanan Theera-Ampornpunt
 
Introduction to Health Informatics and Health IT - Part 2/3
Introduction to Health Informatics and Health IT - Part 2/3Introduction to Health Informatics and Health IT - Part 2/3
Introduction to Health Informatics and Health IT - Part 2/3Nawanan Theera-Ampornpunt
 
Overview of Health Informatics (Ramathibodi 7th Healthcare CIO)
Overview of Health Informatics (Ramathibodi 7th Healthcare CIO)Overview of Health Informatics (Ramathibodi 7th Healthcare CIO)
Overview of Health Informatics (Ramathibodi 7th Healthcare CIO)Nawanan Theera-Ampornpunt
 
Health IT for Cardiologists (March 23, 2018)
Health IT for Cardiologists (March 23, 2018)Health IT for Cardiologists (March 23, 2018)
Health IT for Cardiologists (March 23, 2018)Nawanan Theera-Ampornpunt
 
Building the Next Generation's Regional Health IT Workforce: Past Journeys an...
Building the Next Generation's Regional Health IT Workforce: Past Journeys an...Building the Next Generation's Regional Health IT Workforce: Past Journeys an...
Building the Next Generation's Regional Health IT Workforce: Past Journeys an...Nawanan Theera-Ampornpunt
 
Informatics in Emergency Medicine: A Brief Introduction (Paper)
Informatics in Emergency Medicine: A Brief Introduction (Paper)Informatics in Emergency Medicine: A Brief Introduction (Paper)
Informatics in Emergency Medicine: A Brief Introduction (Paper)Nawanan Theera-Ampornpunt
 
Introduction to Health Informatics and Health IT - Part 3/3
Introduction to Health Informatics and Health IT - Part 3/3Introduction to Health Informatics and Health IT - Part 3/3
Introduction to Health Informatics and Health IT - Part 3/3Nawanan Theera-Ampornpunt
 
IT & Decision Support Systems in Hospital Supply Chains
IT & Decision Support Systems in Hospital Supply ChainsIT & Decision Support Systems in Hospital Supply Chains
IT & Decision Support Systems in Hospital Supply ChainsNawanan Theera-Ampornpunt
 
People & Organizational Issues in Health IT Implementation
People & Organizational Issues in Health IT ImplementationPeople & Organizational Issues in Health IT Implementation
People & Organizational Issues in Health IT ImplementationNawanan Theera-Ampornpunt
 
Health IT in Clinical Settings (October 12, 2020)
Health IT in Clinical Settings (October 12, 2020)Health IT in Clinical Settings (October 12, 2020)
Health IT in Clinical Settings (October 12, 2020)Nawanan Theera-Ampornpunt
 
Principles of Health IT Application in Healthcare (October 12, 2020)
Principles of Health IT Application in Healthcare (October 12, 2020)Principles of Health IT Application in Healthcare (October 12, 2020)
Principles of Health IT Application in Healthcare (October 12, 2020)Nawanan Theera-Ampornpunt
 
Overview and introduction to health informatics and dental informatics
Overview and introduction to health informatics and dental informaticsOverview and introduction to health informatics and dental informatics
Overview and introduction to health informatics and dental informaticsEbtissam Al-Madi
 

Was ist angesagt? (20)

Health IT in Clinical Settings (February 16, 2021)
Health IT in Clinical Settings (February 16, 2021)Health IT in Clinical Settings (February 16, 2021)
Health IT in Clinical Settings (February 16, 2021)
 
Health Information Technology in Clinical Settings
Health Information Technology in Clinical SettingsHealth Information Technology in Clinical Settings
Health Information Technology in Clinical Settings
 
Introduction to Health Informatics and Health IT (Part 2) (February 10, 2021)
Introduction to Health Informatics and Health IT (Part 2) (February 10, 2021)Introduction to Health Informatics and Health IT (Part 2) (February 10, 2021)
Introduction to Health Informatics and Health IT (Part 2) (February 10, 2021)
 
Introduction to Health Informatics and Health IT - Part 2/3
Introduction to Health Informatics and Health IT - Part 2/3Introduction to Health Informatics and Health IT - Part 2/3
Introduction to Health Informatics and Health IT - Part 2/3
 
Overview of Health Informatics (Ramathibodi 7th Healthcare CIO)
Overview of Health Informatics (Ramathibodi 7th Healthcare CIO)Overview of Health Informatics (Ramathibodi 7th Healthcare CIO)
Overview of Health Informatics (Ramathibodi 7th Healthcare CIO)
 
Health IT for Executives
Health IT for ExecutivesHealth IT for Executives
Health IT for Executives
 
Health IT for Cardiologists (March 23, 2018)
Health IT for Cardiologists (March 23, 2018)Health IT for Cardiologists (March 23, 2018)
Health IT for Cardiologists (March 23, 2018)
 
Health IT in Hospital Settings
Health IT in Hospital SettingsHealth IT in Hospital Settings
Health IT in Hospital Settings
 
Health IT: The Big Picture
Health IT: The Big PictureHealth IT: The Big Picture
Health IT: The Big Picture
 
Building the Next Generation's Regional Health IT Workforce: Past Journeys an...
Building the Next Generation's Regional Health IT Workforce: Past Journeys an...Building the Next Generation's Regional Health IT Workforce: Past Journeys an...
Building the Next Generation's Regional Health IT Workforce: Past Journeys an...
 
Informatics in Emergency Medicine: A Brief Introduction (Paper)
Informatics in Emergency Medicine: A Brief Introduction (Paper)Informatics in Emergency Medicine: A Brief Introduction (Paper)
Informatics in Emergency Medicine: A Brief Introduction (Paper)
 
Overview of Health IT (October 2, 2016)
Overview of Health IT (October 2, 2016)Overview of Health IT (October 2, 2016)
Overview of Health IT (October 2, 2016)
 
Introduction to Health Informatics and Health IT - Part 3/3
Introduction to Health Informatics and Health IT - Part 3/3Introduction to Health Informatics and Health IT - Part 3/3
Introduction to Health Informatics and Health IT - Part 3/3
 
IT & Decision Support Systems in Hospital Supply Chains
IT & Decision Support Systems in Hospital Supply ChainsIT & Decision Support Systems in Hospital Supply Chains
IT & Decision Support Systems in Hospital Supply Chains
 
Roles and Direction of mHealth
Roles and Direction of mHealthRoles and Direction of mHealth
Roles and Direction of mHealth
 
People & Organizational Issues in Health IT Implementation
People & Organizational Issues in Health IT ImplementationPeople & Organizational Issues in Health IT Implementation
People & Organizational Issues in Health IT Implementation
 
Health IT in Clinical Settings (October 12, 2020)
Health IT in Clinical Settings (October 12, 2020)Health IT in Clinical Settings (October 12, 2020)
Health IT in Clinical Settings (October 12, 2020)
 
Hospital Decision Support
Hospital Decision SupportHospital Decision Support
Hospital Decision Support
 
Principles of Health IT Application in Healthcare (October 12, 2020)
Principles of Health IT Application in Healthcare (October 12, 2020)Principles of Health IT Application in Healthcare (October 12, 2020)
Principles of Health IT Application in Healthcare (October 12, 2020)
 
Overview and introduction to health informatics and dental informatics
Overview and introduction to health informatics and dental informaticsOverview and introduction to health informatics and dental informatics
Overview and introduction to health informatics and dental informatics
 

Andere mochten auch

A Personal Journey Toward Thailand's eHealth: A Presentation in Consideration...
A Personal Journey Toward Thailand's eHealth: A Presentation in Consideration...A Personal Journey Toward Thailand's eHealth: A Presentation in Consideration...
A Personal Journey Toward Thailand's eHealth: A Presentation in Consideration...Nawanan Theera-Ampornpunt
 
Faculty of Tropical Medicine's Site Visit at Ramathibodi
Faculty of Tropical Medicine's Site Visit at RamathibodiFaculty of Tropical Medicine's Site Visit at Ramathibodi
Faculty of Tropical Medicine's Site Visit at RamathibodiNawanan Theera-Ampornpunt
 
Ramathibodi Security & Privacy Training for Health Personnel (May 6, 2015)
Ramathibodi Security & Privacy Training for Health Personnel (May 6, 2015)Ramathibodi Security & Privacy Training for Health Personnel (May 6, 2015)
Ramathibodi Security & Privacy Training for Health Personnel (May 6, 2015)Nawanan Theera-Ampornpunt
 
Application of ICT for Health in Clinical Settings
Application of ICT for Health in Clinical SettingsApplication of ICT for Health in Clinical Settings
Application of ICT for Health in Clinical SettingsNawanan Theera-Ampornpunt
 
Non-Repudiation of Electronic Medical Records
Non-Repudiation of Electronic Medical RecordsNon-Repudiation of Electronic Medical Records
Non-Repudiation of Electronic Medical RecordsNawanan Theera-Ampornpunt
 
IT & Health Informatics: How IT Can Help Emergency Department Flow?
IT & Health Informatics: How IT Can Help Emergency Department Flow?IT & Health Informatics: How IT Can Help Emergency Department Flow?
IT & Health Informatics: How IT Can Help Emergency Department Flow?Nawanan Theera-Ampornpunt
 
HL7 & HL7 CDA: The Implementation of Thailand's Healthcare Messaging Exchange...
HL7 & HL7 CDA: The Implementation of Thailand's Healthcare Messaging Exchange...HL7 & HL7 CDA: The Implementation of Thailand's Healthcare Messaging Exchange...
HL7 & HL7 CDA: The Implementation of Thailand's Healthcare Messaging Exchange...Nawanan Theera-Ampornpunt
 
Medical Information Exchange in ASEAN Countries: How To Achieve IT?
Medical Information Exchange in ASEAN Countries: How To Achieve IT?Medical Information Exchange in ASEAN Countries: How To Achieve IT?
Medical Information Exchange in ASEAN Countries: How To Achieve IT?Nawanan Theera-Ampornpunt
 
Ramathibodi Security & Privacy Training for Health Personnel (April 17, 2015)
Ramathibodi Security & Privacy Training for Health Personnel (April 17, 2015)Ramathibodi Security & Privacy Training for Health Personnel (April 17, 2015)
Ramathibodi Security & Privacy Training for Health Personnel (April 17, 2015)Nawanan Theera-Ampornpunt
 

Andere mochten auch (18)

Social Media Proposal
Social Media ProposalSocial Media Proposal
Social Media Proposal
 
Research Trends in Health IT
Research Trends in Health ITResearch Trends in Health IT
Research Trends in Health IT
 
A Personal Journey Toward Thailand's eHealth: A Presentation in Consideration...
A Personal Journey Toward Thailand's eHealth: A Presentation in Consideration...A Personal Journey Toward Thailand's eHealth: A Presentation in Consideration...
A Personal Journey Toward Thailand's eHealth: A Presentation in Consideration...
 
Sociotechnical Aspect of Health Informatics
Sociotechnical Aspect of Health InformaticsSociotechnical Aspect of Health Informatics
Sociotechnical Aspect of Health Informatics
 
Faculty of Tropical Medicine's Site Visit at Ramathibodi
Faculty of Tropical Medicine's Site Visit at RamathibodiFaculty of Tropical Medicine's Site Visit at Ramathibodi
Faculty of Tropical Medicine's Site Visit at Ramathibodi
 
Health Information Privacy and Security
Health Information Privacy and SecurityHealth Information Privacy and Security
Health Information Privacy and Security
 
Ramathibodi Security & Privacy Training for Health Personnel (May 6, 2015)
Ramathibodi Security & Privacy Training for Health Personnel (May 6, 2015)Ramathibodi Security & Privacy Training for Health Personnel (May 6, 2015)
Ramathibodi Security & Privacy Training for Health Personnel (May 6, 2015)
 
Application of ICT for Health in Clinical Settings
Application of ICT for Health in Clinical SettingsApplication of ICT for Health in Clinical Settings
Application of ICT for Health in Clinical Settings
 
Toward Thailand's eHealth
Toward Thailand's eHealthToward Thailand's eHealth
Toward Thailand's eHealth
 
Non-Repudiation of Electronic Medical Records
Non-Repudiation of Electronic Medical RecordsNon-Repudiation of Electronic Medical Records
Non-Repudiation of Electronic Medical Records
 
IT & Health Informatics: How IT Can Help Emergency Department Flow?
IT & Health Informatics: How IT Can Help Emergency Department Flow?IT & Health Informatics: How IT Can Help Emergency Department Flow?
IT & Health Informatics: How IT Can Help Emergency Department Flow?
 
IT for MDs (Part 2)
IT for MDs (Part 2)IT for MDs (Part 2)
IT for MDs (Part 2)
 
Evidence-Based Medicine: Risk & Harm
Evidence-Based Medicine: Risk & HarmEvidence-Based Medicine: Risk & Harm
Evidence-Based Medicine: Risk & Harm
 
HL7 & HL7 CDA: The Implementation of Thailand's Healthcare Messaging Exchange...
HL7 & HL7 CDA: The Implementation of Thailand's Healthcare Messaging Exchange...HL7 & HL7 CDA: The Implementation of Thailand's Healthcare Messaging Exchange...
HL7 & HL7 CDA: The Implementation of Thailand's Healthcare Messaging Exchange...
 
Medical Information Exchange in ASEAN Countries: How To Achieve IT?
Medical Information Exchange in ASEAN Countries: How To Achieve IT?Medical Information Exchange in ASEAN Countries: How To Achieve IT?
Medical Information Exchange in ASEAN Countries: How To Achieve IT?
 
Security & Privacy for Health Data
Security & Privacy for Health DataSecurity & Privacy for Health Data
Security & Privacy for Health Data
 
Ramathibodi Security & Privacy Training for Health Personnel (April 17, 2015)
Ramathibodi Security & Privacy Training for Health Personnel (April 17, 2015)Ramathibodi Security & Privacy Training for Health Personnel (April 17, 2015)
Ramathibodi Security & Privacy Training for Health Personnel (April 17, 2015)
 
Health IT Workforce Situation in Thailand
Health IT Workforce Situation in ThailandHealth IT Workforce Situation in Thailand
Health IT Workforce Situation in Thailand
 

Ähnlich wie Introduction to Health Informatics and Health IT - Part 2

Health IT: The Big Picture (October 4, 2018)
Health IT: The Big Picture (October 4, 2018)Health IT: The Big Picture (October 4, 2018)
Health IT: The Big Picture (October 4, 2018)Nawanan Theera-Ampornpunt
 
Principles of Health IT Application in Healthcare (October 7, 2019)
Principles of Health IT Application in Healthcare (October 7, 2019)Principles of Health IT Application in Healthcare (October 7, 2019)
Principles of Health IT Application in Healthcare (October 7, 2019)Nawanan Theera-Ampornpunt
 
Introduction to Health Informatics and Health IT in Clinical Settings (Part 2...
Introduction to Health Informatics and Health IT in Clinical Settings (Part 2...Introduction to Health Informatics and Health IT in Clinical Settings (Part 2...
Introduction to Health Informatics and Health IT in Clinical Settings (Part 2...Nawanan Theera-Ampornpunt
 
Principles of Health IT Application in Healthcare (October 4, 2021)
Principles of Health IT Application in Healthcare (October 4, 2021)Principles of Health IT Application in Healthcare (October 4, 2021)
Principles of Health IT Application in Healthcare (October 4, 2021)Nawanan Theera-Ampornpunt
 
Overview of Health Informatics and Disease Surveillance System
Overview of Health Informatics and Disease Surveillance SystemOverview of Health Informatics and Disease Surveillance System
Overview of Health Informatics and Disease Surveillance SystemNawanan Theera-Ampornpunt
 
Application of ICT for Clinical Care Improvement (February 13, 2016)
Application of ICT for Clinical Care Improvement (February 13, 2016)Application of ICT for Clinical Care Improvement (February 13, 2016)
Application of ICT for Clinical Care Improvement (February 13, 2016)Nawanan Theera-Ampornpunt
 
Application of ICT for Health in Clinical Settings
Application of ICT for Health in Clinical SettingsApplication of ICT for Health in Clinical Settings
Application of ICT for Health in Clinical SettingsNawanan Theera-Ampornpunt
 
Application of ICT for Clinical Care Improvement
Application of ICT for Clinical Care ImprovementApplication of ICT for Clinical Care Improvement
Application of ICT for Clinical Care ImprovementNawanan Theera-Ampornpunt
 
Health Informatics & eHealth: Application of ICT for Health
Health Informatics & eHealth: Application of ICT for HealthHealth Informatics & eHealth: Application of ICT for Health
Health Informatics & eHealth: Application of ICT for HealthNawanan Theera-Ampornpunt
 
Application of ICT for Clinical Care Improvement (January 18, 2018)
Application of ICT for Clinical Care Improvement (January 18, 2018)Application of ICT for Clinical Care Improvement (January 18, 2018)
Application of ICT for Clinical Care Improvement (January 18, 2018)Nawanan Theera-Ampornpunt
 
Digital Health in Asia Pacific: Current Situation and Future (SICMPH 2016) (J...
Digital Health in Asia Pacific: Current Situation and Future (SICMPH 2016) (J...Digital Health in Asia Pacific: Current Situation and Future (SICMPH 2016) (J...
Digital Health in Asia Pacific: Current Situation and Future (SICMPH 2016) (J...Nawanan Theera-Ampornpunt
 
Creating the Roadmap toward Thailand's eHealth
Creating the Roadmap toward Thailand's eHealthCreating the Roadmap toward Thailand's eHealth
Creating the Roadmap toward Thailand's eHealthNawanan Theera-Ampornpunt
 

Ähnlich wie Introduction to Health Informatics and Health IT - Part 2 (20)

Health IT: The Big Picture (July 2, 2015)
Health IT: The Big Picture (July 2, 2015)Health IT: The Big Picture (July 2, 2015)
Health IT: The Big Picture (July 2, 2015)
 
Health IT: The Big Picture (March 4, 2019)
Health IT: The Big Picture (March 4, 2019)Health IT: The Big Picture (March 4, 2019)
Health IT: The Big Picture (March 4, 2019)
 
Overview of Health IT
Overview of Health ITOverview of Health IT
Overview of Health IT
 
Health IT: The Big Picture (October 4, 2018)
Health IT: The Big Picture (October 4, 2018)Health IT: The Big Picture (October 4, 2018)
Health IT: The Big Picture (October 4, 2018)
 
Principles of Health IT Application in Healthcare (October 7, 2019)
Principles of Health IT Application in Healthcare (October 7, 2019)Principles of Health IT Application in Healthcare (October 7, 2019)
Principles of Health IT Application in Healthcare (October 7, 2019)
 
Introduction to Health Informatics and Health IT in Clinical Settings (Part 2...
Introduction to Health Informatics and Health IT in Clinical Settings (Part 2...Introduction to Health Informatics and Health IT in Clinical Settings (Part 2...
Introduction to Health Informatics and Health IT in Clinical Settings (Part 2...
 
Principles of Health IT Application in Healthcare (October 4, 2021)
Principles of Health IT Application in Healthcare (October 4, 2021)Principles of Health IT Application in Healthcare (October 4, 2021)
Principles of Health IT Application in Healthcare (October 4, 2021)
 
Overview of Health Informatics and Disease Surveillance System
Overview of Health Informatics and Disease Surveillance SystemOverview of Health Informatics and Disease Surveillance System
Overview of Health Informatics and Disease Surveillance System
 
Health IT: The Big Picture
Health IT: The Big PictureHealth IT: The Big Picture
Health IT: The Big Picture
 
Application of ICT for Clinical Care Improvement (February 13, 2016)
Application of ICT for Clinical Care Improvement (February 13, 2016)Application of ICT for Clinical Care Improvement (February 13, 2016)
Application of ICT for Clinical Care Improvement (February 13, 2016)
 
Application of ICT for Health in Clinical Settings
Application of ICT for Health in Clinical SettingsApplication of ICT for Health in Clinical Settings
Application of ICT for Health in Clinical Settings
 
Ramathibodi IT Lessons Learned
Ramathibodi IT Lessons LearnedRamathibodi IT Lessons Learned
Ramathibodi IT Lessons Learned
 
Application of ICT for Clinical Care Improvement
Application of ICT for Clinical Care ImprovementApplication of ICT for Clinical Care Improvement
Application of ICT for Clinical Care Improvement
 
Health Informatics & eHealth: Application of ICT for Health
Health Informatics & eHealth: Application of ICT for HealthHealth Informatics & eHealth: Application of ICT for Health
Health Informatics & eHealth: Application of ICT for Health
 
Hospital IT Management
Hospital IT ManagementHospital IT Management
Hospital IT Management
 
Application of ICT for Clinical Care Improvement (January 18, 2018)
Application of ICT for Clinical Care Improvement (January 18, 2018)Application of ICT for Clinical Care Improvement (January 18, 2018)
Application of ICT for Clinical Care Improvement (January 18, 2018)
 
Digital Health in Asia Pacific: Current Situation and Future (SICMPH 2016) (J...
Digital Health in Asia Pacific: Current Situation and Future (SICMPH 2016) (J...Digital Health in Asia Pacific: Current Situation and Future (SICMPH 2016) (J...
Digital Health in Asia Pacific: Current Situation and Future (SICMPH 2016) (J...
 
Health IT for Executives (August 5, 2015)
Health IT for Executives (August 5, 2015)Health IT for Executives (August 5, 2015)
Health IT for Executives (August 5, 2015)
 
Health IT for Executives
Health IT for ExecutivesHealth IT for Executives
Health IT for Executives
 
Creating the Roadmap toward Thailand's eHealth
Creating the Roadmap toward Thailand's eHealthCreating the Roadmap toward Thailand's eHealth
Creating the Roadmap toward Thailand's eHealth
 

Mehr von Nawanan Theera-Ampornpunt

Health Informatics for Health Service Systems (March 11, 2024)
Health Informatics for Health Service Systems (March 11, 2024)Health Informatics for Health Service Systems (March 11, 2024)
Health Informatics for Health Service Systems (March 11, 2024)Nawanan Theera-Ampornpunt
 
Personal Data Protection Act and the Four Subordinate Laws (February 29, 2024)
Personal Data Protection Act and the Four Subordinate Laws (February 29, 2024)Personal Data Protection Act and the Four Subordinate Laws (February 29, 2024)
Personal Data Protection Act and the Four Subordinate Laws (February 29, 2024)Nawanan Theera-Ampornpunt
 
Privacy & PDPA Awareness Training for Ramathibodi Residents (October 5, 2023)
Privacy & PDPA Awareness Training for Ramathibodi Residents (October 5, 2023)Privacy & PDPA Awareness Training for Ramathibodi Residents (October 5, 2023)
Privacy & PDPA Awareness Training for Ramathibodi Residents (October 5, 2023)Nawanan Theera-Ampornpunt
 
Case Study PDPA Workshop (September 15, 2023)
Case Study PDPA Workshop (September 15, 2023)Case Study PDPA Workshop (September 15, 2023)
Case Study PDPA Workshop (September 15, 2023)Nawanan Theera-Ampornpunt
 
Case Studies on Overview of PDPA and its Subordinate Laws (September 15, 2023)
Case Studies on Overview of PDPA and its Subordinate Laws (September 15, 2023)Case Studies on Overview of PDPA and its Subordinate Laws (September 15, 2023)
Case Studies on Overview of PDPA and its Subordinate Laws (September 15, 2023)Nawanan Theera-Ampornpunt
 
Ramathibodi Security & Privacy Awareness Training (Fiscal Year 2023)
Ramathibodi Security & Privacy Awareness Training (Fiscal Year 2023)Ramathibodi Security & Privacy Awareness Training (Fiscal Year 2023)
Ramathibodi Security & Privacy Awareness Training (Fiscal Year 2023)Nawanan Theera-Ampornpunt
 
Relationship Between Thailand's Official Information Act and Personal Data Pr...
Relationship Between Thailand's Official Information Act and Personal Data Pr...Relationship Between Thailand's Official Information Act and Personal Data Pr...
Relationship Between Thailand's Official Information Act and Personal Data Pr...Nawanan Theera-Ampornpunt
 
Social Media - PDPA: Is There A Way Out? (October 19, 2022)
Social Media - PDPA: Is There A Way Out? (October 19, 2022)Social Media - PDPA: Is There A Way Out? (October 19, 2022)
Social Media - PDPA: Is There A Way Out? (October 19, 2022)Nawanan Theera-Ampornpunt
 
Do's and Don'ts on PDPA for Doctors (May 31, 2022)
Do's and Don'ts on PDPA for Doctors (May 31, 2022)Do's and Don'ts on PDPA for Doctors (May 31, 2022)
Do's and Don'ts on PDPA for Doctors (May 31, 2022)Nawanan Theera-Ampornpunt
 
Telemedicine: A Health Informatician's Point of View
Telemedicine: A Health Informatician's Point of ViewTelemedicine: A Health Informatician's Point of View
Telemedicine: A Health Informatician's Point of ViewNawanan Theera-Ampornpunt
 
การบริหารความเสี่ยงคณะฯ (February 9, 2022)
การบริหารความเสี่ยงคณะฯ (February 9, 2022)การบริหารความเสี่ยงคณะฯ (February 9, 2022)
การบริหารความเสี่ยงคณะฯ (February 9, 2022)Nawanan Theera-Ampornpunt
 
จริยธรรมและกฎหมายที่เกี่ยวข้องกับเทคโนโลยีสารสนเทศทางสุขภาพ (February 8, 2022)
จริยธรรมและกฎหมายที่เกี่ยวข้องกับเทคโนโลยีสารสนเทศทางสุขภาพ (February 8, 2022)จริยธรรมและกฎหมายที่เกี่ยวข้องกับเทคโนโลยีสารสนเทศทางสุขภาพ (February 8, 2022)
จริยธรรมและกฎหมายที่เกี่ยวข้องกับเทคโนโลยีสารสนเทศทางสุขภาพ (February 8, 2022)Nawanan Theera-Ampornpunt
 
พระราชบัญญัติคุ้มครองข้อมูลส่วนบุคคล พ.ศ. 2562 (PDPA) (January 21, 2022)
พระราชบัญญัติคุ้มครองข้อมูลส่วนบุคคล พ.ศ. 2562 (PDPA) (January 21, 2022)พระราชบัญญัติคุ้มครองข้อมูลส่วนบุคคล พ.ศ. 2562 (PDPA) (January 21, 2022)
พระราชบัญญัติคุ้มครองข้อมูลส่วนบุคคล พ.ศ. 2562 (PDPA) (January 21, 2022)Nawanan Theera-Ampornpunt
 
Digital Health Transformation for Health Executives (January 18, 2022)
Digital Health Transformation for Health Executives (January 18, 2022)Digital Health Transformation for Health Executives (January 18, 2022)
Digital Health Transformation for Health Executives (January 18, 2022)Nawanan Theera-Ampornpunt
 
Updates on Privacy & Security Laws (November 26, 2021)
Updates on Privacy & Security Laws (November 26, 2021)Updates on Privacy & Security Laws (November 26, 2021)
Updates on Privacy & Security Laws (November 26, 2021)Nawanan Theera-Ampornpunt
 
Health Informatics for Clinical Research (November 25, 2021)
Health Informatics for Clinical Research (November 25, 2021)Health Informatics for Clinical Research (November 25, 2021)
Health Informatics for Clinical Research (November 25, 2021)Nawanan Theera-Ampornpunt
 
Research Ethics and Ethics for Health Informaticians (November 15, 2021)
Research Ethics and Ethics for Health Informaticians (November 15, 2021)Research Ethics and Ethics for Health Informaticians (November 15, 2021)
Research Ethics and Ethics for Health Informaticians (November 15, 2021)Nawanan Theera-Ampornpunt
 
Consumer Health Informatics, Mobile Health, and Social Media for Health: Part...
Consumer Health Informatics, Mobile Health, and Social Media for Health: Part...Consumer Health Informatics, Mobile Health, and Social Media for Health: Part...
Consumer Health Informatics, Mobile Health, and Social Media for Health: Part...Nawanan Theera-Ampornpunt
 

Mehr von Nawanan Theera-Ampornpunt (20)

Health Informatics for Health Service Systems (March 11, 2024)
Health Informatics for Health Service Systems (March 11, 2024)Health Informatics for Health Service Systems (March 11, 2024)
Health Informatics for Health Service Systems (March 11, 2024)
 
Personal Data Protection Act and the Four Subordinate Laws (February 29, 2024)
Personal Data Protection Act and the Four Subordinate Laws (February 29, 2024)Personal Data Protection Act and the Four Subordinate Laws (February 29, 2024)
Personal Data Protection Act and the Four Subordinate Laws (February 29, 2024)
 
Privacy & PDPA Awareness Training for Ramathibodi Residents (October 5, 2023)
Privacy & PDPA Awareness Training for Ramathibodi Residents (October 5, 2023)Privacy & PDPA Awareness Training for Ramathibodi Residents (October 5, 2023)
Privacy & PDPA Awareness Training for Ramathibodi Residents (October 5, 2023)
 
Case Study PDPA Workshop (September 15, 2023)
Case Study PDPA Workshop (September 15, 2023)Case Study PDPA Workshop (September 15, 2023)
Case Study PDPA Workshop (September 15, 2023)
 
Case Studies on Overview of PDPA and its Subordinate Laws (September 15, 2023)
Case Studies on Overview of PDPA and its Subordinate Laws (September 15, 2023)Case Studies on Overview of PDPA and its Subordinate Laws (September 15, 2023)
Case Studies on Overview of PDPA and its Subordinate Laws (September 15, 2023)
 
Ramathibodi Security & Privacy Awareness Training (Fiscal Year 2023)
Ramathibodi Security & Privacy Awareness Training (Fiscal Year 2023)Ramathibodi Security & Privacy Awareness Training (Fiscal Year 2023)
Ramathibodi Security & Privacy Awareness Training (Fiscal Year 2023)
 
Relationship Between Thailand's Official Information Act and Personal Data Pr...
Relationship Between Thailand's Official Information Act and Personal Data Pr...Relationship Between Thailand's Official Information Act and Personal Data Pr...
Relationship Between Thailand's Official Information Act and Personal Data Pr...
 
Social Media - PDPA: Is There A Way Out? (October 19, 2022)
Social Media - PDPA: Is There A Way Out? (October 19, 2022)Social Media - PDPA: Is There A Way Out? (October 19, 2022)
Social Media - PDPA: Is There A Way Out? (October 19, 2022)
 
Do's and Don'ts on PDPA for Doctors (May 31, 2022)
Do's and Don'ts on PDPA for Doctors (May 31, 2022)Do's and Don'ts on PDPA for Doctors (May 31, 2022)
Do's and Don'ts on PDPA for Doctors (May 31, 2022)
 
Telemedicine: A Health Informatician's Point of View
Telemedicine: A Health Informatician's Point of ViewTelemedicine: A Health Informatician's Point of View
Telemedicine: A Health Informatician's Point of View
 
Meeting Management (March 2, 2022)
Meeting Management (March 2, 2022)Meeting Management (March 2, 2022)
Meeting Management (March 2, 2022)
 
การบริหารความเสี่ยงคณะฯ (February 9, 2022)
การบริหารความเสี่ยงคณะฯ (February 9, 2022)การบริหารความเสี่ยงคณะฯ (February 9, 2022)
การบริหารความเสี่ยงคณะฯ (February 9, 2022)
 
จริยธรรมและกฎหมายที่เกี่ยวข้องกับเทคโนโลยีสารสนเทศทางสุขภาพ (February 8, 2022)
จริยธรรมและกฎหมายที่เกี่ยวข้องกับเทคโนโลยีสารสนเทศทางสุขภาพ (February 8, 2022)จริยธรรมและกฎหมายที่เกี่ยวข้องกับเทคโนโลยีสารสนเทศทางสุขภาพ (February 8, 2022)
จริยธรรมและกฎหมายที่เกี่ยวข้องกับเทคโนโลยีสารสนเทศทางสุขภาพ (February 8, 2022)
 
พระราชบัญญัติคุ้มครองข้อมูลส่วนบุคคล พ.ศ. 2562 (PDPA) (January 21, 2022)
พระราชบัญญัติคุ้มครองข้อมูลส่วนบุคคล พ.ศ. 2562 (PDPA) (January 21, 2022)พระราชบัญญัติคุ้มครองข้อมูลส่วนบุคคล พ.ศ. 2562 (PDPA) (January 21, 2022)
พระราชบัญญัติคุ้มครองข้อมูลส่วนบุคคล พ.ศ. 2562 (PDPA) (January 21, 2022)
 
Digital Health Transformation for Health Executives (January 18, 2022)
Digital Health Transformation for Health Executives (January 18, 2022)Digital Health Transformation for Health Executives (January 18, 2022)
Digital Health Transformation for Health Executives (January 18, 2022)
 
Updates on Privacy & Security Laws (November 26, 2021)
Updates on Privacy & Security Laws (November 26, 2021)Updates on Privacy & Security Laws (November 26, 2021)
Updates on Privacy & Security Laws (November 26, 2021)
 
Hospital Informatics (November 26, 2021)
Hospital Informatics (November 26, 2021)Hospital Informatics (November 26, 2021)
Hospital Informatics (November 26, 2021)
 
Health Informatics for Clinical Research (November 25, 2021)
Health Informatics for Clinical Research (November 25, 2021)Health Informatics for Clinical Research (November 25, 2021)
Health Informatics for Clinical Research (November 25, 2021)
 
Research Ethics and Ethics for Health Informaticians (November 15, 2021)
Research Ethics and Ethics for Health Informaticians (November 15, 2021)Research Ethics and Ethics for Health Informaticians (November 15, 2021)
Research Ethics and Ethics for Health Informaticians (November 15, 2021)
 
Consumer Health Informatics, Mobile Health, and Social Media for Health: Part...
Consumer Health Informatics, Mobile Health, and Social Media for Health: Part...Consumer Health Informatics, Mobile Health, and Social Media for Health: Part...
Consumer Health Informatics, Mobile Health, and Social Media for Health: Part...
 

Kürzlich hochgeladen

Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...
Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...
Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...hotbabesbook
 
Call Girls Raipur Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Raipur Just Call 9630942363 Top Class Call Girl Service AvailableCall Girls Raipur Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Raipur Just Call 9630942363 Top Class Call Girl Service AvailableGENUINE ESCORT AGENCY
 
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...tanya dube
 
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...chetankumar9855
 
Call Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service AvailableCall Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service AvailableGENUINE ESCORT AGENCY
 
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...adilkhan87451
 
💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...
💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...
💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...khalifaescort01
 
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...narwatsonia7
 
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...vidya singh
 
Top Rated Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...
Top Rated  Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...Top Rated  Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...
Top Rated Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...chandars293
 
Call Girls Vasai Virar Just Call 9630942363 Top Class Call Girl Service Avail...
Call Girls Vasai Virar Just Call 9630942363 Top Class Call Girl Service Avail...Call Girls Vasai Virar Just Call 9630942363 Top Class Call Girl Service Avail...
Call Girls Vasai Virar Just Call 9630942363 Top Class Call Girl Service Avail...GENUINE ESCORT AGENCY
 
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...chandars293
 
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...narwatsonia7
 
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...Dipal Arora
 
Most Beautiful Call Girl in Bangalore Contact on Whatsapp
Most Beautiful Call Girl in Bangalore Contact on WhatsappMost Beautiful Call Girl in Bangalore Contact on Whatsapp
Most Beautiful Call Girl in Bangalore Contact on WhatsappInaaya Sharma
 
Top Rated Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
Top Rated  Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...Top Rated  Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
Top Rated Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...chandars293
 
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...Anamika Rawat
 
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...jageshsingh5554
 
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls * UPA...
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls  * UPA...Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls  * UPA...
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls * UPA...mahaiklolahd
 

Kürzlich hochgeladen (20)

Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...
Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...
Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...
 
Call Girls Raipur Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Raipur Just Call 9630942363 Top Class Call Girl Service AvailableCall Girls Raipur Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Raipur Just Call 9630942363 Top Class Call Girl Service Available
 
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
 
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
 
Call Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service AvailableCall Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service Available
 
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
 
💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...
💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...
💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...
 
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...
 
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 Rated Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...
Top Rated  Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...Top Rated  Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...
Top Rated Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...
 
Call Girls Vasai Virar Just Call 9630942363 Top Class Call Girl Service Avail...
Call Girls Vasai Virar Just Call 9630942363 Top Class Call Girl Service Avail...Call Girls Vasai Virar Just Call 9630942363 Top Class Call Girl Service Avail...
Call Girls Vasai Virar Just Call 9630942363 Top Class Call Girl Service Avail...
 
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...
 
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 (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
 
Most Beautiful Call Girl in Bangalore Contact on Whatsapp
Most Beautiful Call Girl in Bangalore Contact on WhatsappMost Beautiful Call Girl in Bangalore Contact on Whatsapp
Most Beautiful Call Girl in Bangalore Contact on Whatsapp
 
Top Rated Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
Top Rated  Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...Top Rated  Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
Top Rated Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
 
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
 
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...
 
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
 
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls * UPA...
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls  * UPA...Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls  * UPA...
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls * UPA...
 

Introduction to Health Informatics and Health IT - Part 2

  • 1. 1 Health IT: The Big Picture Nawanan Theera-Ampornpunt, MD, PhD Healthcare CIO Program, Ramathibodi Hospital Administration School Aug. 14, 2013 SlideShare.net/Nawanan Except  where citing  other works
  • 4. 4 Health care ER - Image Source: nj.com
  • 5. 5 • 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 Why Health care Isn’t Like Any Others?
  • 6. 6 • Large variations & contextual dependence Why Health care Isn’t Like Any Others? Input Process Output Patient Presentation Decision- Making Biological Responses
  • 7. 7 But...Are We That Different? Input Process Output Transfer Banking Value-Add - Security - Convenience - Customer Service Location A Location B
  • 9. 9 But...Are We That Different? Input Process Output Patient Care Health care Sick Patient Well Patient Value-Add - Technology & medications - Clinical knowledge & skills - Quality of care; process improvement - Information
  • 10. 10 Information is Everywhere in Medicine Shortliffe EH. Biomedical informatics in the education of physicians. JAMA. 2010 Sep 15;304(11):1227-8.
  • 11. 11 The Anatomy of Health IT Health  Information Technology Goal Value‐Add Means
  • 12. 12 Various Forms of Health IT Hospital Information System (HIS) Computerized Provider Order Entry (CPOE) Electronic Health Records (EHRs) Picture Archiving and Communication System (PACS)
  • 13. 13 Still Many Other Forms of Health IT m-Health Health Information Exchange (HIE) Biosurveillance Information Retrieval Telemedicine & Telehealth Images from Apple Inc., Geekzone.co.nz, Google, Microsoft, PubMed.gov, and American Telecare, Inc. Personal Health Records (PHRs)
  • 14. 14 • 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 Why Health care Isn’t Like Any Others?
  • 15. 15 Is There A Role for Health IT? (IOM, 2000)
  • 16. 16 Landmark IOM Reports (IOM, 2001)(IOM, 2000)
  • 17. 17 Landmark IOM Reports: Summary • Humans are not perfect and are bound to  make errors • High‐light problems in the U.S. health care  system that systematically contributes to  medical errors and poor quality • Recommends reform that would change  how health care works and how  technology innovations can help improve  quality/safety
  • 18. 18 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 to be in  any clinician’s brain, and the short time  during a visit makes it worse • “To err is human” • Practice guidelines are put “on‐the‐shelf”
  • 19. 19 • Perception errors To Err Is Human Image Source: interaction-dynamics.com
  • 20. 20Image Source: aafp.org • Lack of Attention To Err Is Human
  • 21. 21 • Cognitive Errors - Example: Decoy Pricing The Economist Purchase Options • Economist.com subscription $59 • Print subscription $125 • Print & web subscription $125 Ariely (2008) 16 0 84 The Economist Purchase Options • Economist.com subscription $59 • Print & web subscription $125 68 32 # of People # of People To Err Is Human
  • 22. 22 • It already happens.... (Mamede et al., 2010; Croskerry, 2003; Klein, 2005) • What if health IT can help? What If This Happens in Healthcare?
  • 23. 23 We need “Change” “...we need to upgrade our medical records by switching from a paper to an electronic system of record keeping...” President Barack Obama June 15, 2009
  • 24. 24 The Anatomy of Health IT Revisited Health  Information Technology Goal Value‐Add Means
  • 25. 25 Ultimate Goals of Health IT •Individual’s Health •Population’s Health •Organization’s Health
  • 26. 26 Dimensions of Quality Health Care • Safety • Timeliness • Effectiveness • Efficiency • Equity • Patient‐centeredness (IOM, 2001)
  • 29. 29 Safety • Legible handwriting • Proper display of patient information (e.g. abnormal labs) • Alerts – Drug‐Allergy Checks – Drug‐Drug Interaction Checks – Drug‐Lab Interaction Checks • Dose calculator • Prevention of medication errors • Timely information – Histories – Diagnoses/Problem List – Labs – Medication List
  • 31. 31 Timeliness • Timely information for emergencies, transfers, normal visits – Histories – Diagnoses/Problem List – Labs – Medication List • Effective communications between providers • Effective triage & patient monitoring
  • 33. 33 Effectiveness • Reminders/advice for – Guideline adherence – Preventive care – Specialist consults • Templates/forms – Order sets – Care planning, nursing assessments & interventions,  nursing documentation • Availability of patient information • Continuity of care (even in referrals) • Effective display of information (e.g. graphs, user‐friendly  screens) • Assistance in decision‐making (e.g. differential diagnosis) • Access to evidence/references at the point of care
  • 35. 35 Efficiency • Fast/lean/efficient processes of care – Automation ‐> faster care, fewer workers – Process redesigns/reengineering (e.g. parallel processes/access) – Changes in role assignments ‐> productivity gains or more time for patient • Predictable patterns/“Just‐in‐time” (staffing, resource allocation,  inventory, bed management) • Flexibility “Organizational slacks” (buffers) • Drug‐formulary checks & policy enforcement • Reduction of redundant tests • Efficient management of bed occupancy/hospital capacity • Cost‐savings & time‐savings from preventable errors • Space‐savings (e.g. medical records, PACS) • Effective communications
  • 37. 37 Equity • Reduction of barriers to care, improved access  to care – Physical barriers (telemedicine, tele‐consultation) – Structural barriers (information exchange among  hospitals) – Functional barriers (information access by patients,  networks of patients) – Cultural barriers (tailored information for different  patients)
  • 39. 39 Patient-Centeredness • Patient’s access to – Own clinical information – General health information – Tailored health information • Patient engagement/compliance • Patient empowerment – Patients’ networking & knowledge sharing • Patient satisfaction with quality & efficient care • Patient’s control of information (privacy)
  • 40. 40 Roles of Health IT • Information provider • Process transformer • Mistake preventer (risk manager) • Clinician’s helper • Patient’s educator & supporter • Management’s assistant • Researcher’s gateway • etc.
  • 41. 41 Documented Benefits of Health IT • Literature suggests improvement through – Guideline adherence (Shiffman et al, 1999;Chaudhry et al, 2006) – Better documentation (Shiffman et al, 1999) – Practitioner decision making or process of care  (Balas et al, 1996;Kaushal et al, 2003;Garg et al, 2005) – Medication safety (Kaushal et al, 2003;Chaudhry et al, 2006;van Rosse et al, 2009) – Patient surveillance & monitoring (Chaudhry et al, 2006) – Patient education/reminder (Balas et al, 1996) – Cost  savings and better financial performance  (Parente & Dunbar, 2001;Chaudhry et al, 2006;Amarasingham et al, 2009; Borzekowski, 2009)
  • 42. 42 But... • “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)
  • 43. 43 Common “Goals” for Adopting HIT “Computerize”“Go paperless” “Digital Hospital” “Modernize” “Get a HIS” “Have EMRs” “Share data”
  • 44. 44 The Common Denominator •Health Information Technology •Electronic Health Records •Health Information Exchange
  • 45. 45 Some Misconceptions about HIT Current  Environment Bad New, Modern,  Electronic  Environment Good If Then Always
  • 46. 46 Fundamental Theorem of Informatics (Friedman, 2009)
  • 47. 47 Various Ways to Measure Success • DeLone & McLean (1992;2003)
  • 48. 48 Take-Home Messages • Health IT has documented benefits to  quality & efficiency of care • Implementing health IT will not  automatically fix all problems • Health IT is not without risks • Find the ways health IT can help • Focus on the ultimate goals • Benefits of health IT may vary by  context
  • 50. 50 References • Amarasingham R, Plantinga L, Diener‐West M, Gaskin DJ, Powe NR. Clinical information  technologies and inpatient outcomes: a multiple hospital study. Arch Intern Med.  2009;169(2):108‐14. • Balas EA, Austin SM, Mitchell JA, Ewigman BG, Bopp KD, Brown GD. The clinical value of  computerized information services. A review of 98 randomized clinical trials. Arch Fam Med. 1996;5(5):271‐8. • Borzekowski R. Measuring the cost impact of hospital information systems: 1987‐1994. J  Health Econ. 2009;28(5):939‐49. • Chaudhry B, Wang J, Wu S, Maglione M, Mojica W, Roth E, Morton SC, Shekelle PG.  Systematic review: impact of health information technology on quality, efficiency, and  costs of medical care. Ann Intern Med. 2006;144(10):742‐52. • DeLone WH, McLean ER. Information systems success: the quest for the dependent  variable. Inform Syst Res. 1992 Mar;3(1):60‐95.  • Friedman CP. A "fundamental theorem" of biomedical informatics.  J Am Med Inform Assoc. 2009 Apr;16(2):169‐70. • Garg AX, Adhikari NKJ, McDonald H, Rosas‐Arellano MP, Devereaux PJ, Beyene J, et al.  Effects of computerized clinical decision support systems on practitioner performance  and patient outcomes: a systematic review. JAMA. 2005;293(10):1223‐38. • Hartzband P, Groopman J. Off the record‐‐avoiding the pitfalls of going electronic. N Engl J Med. 2008 Apr 17;358(16):1656‐1658. 
  • 51. 51 References • Hersh W. Health care information technology: progress and barriers. JAMA. 2004 Nov  10:292(18):2273‐4. • Institute of Medicine, Committee on Quality of Health Care in America. To err is human:  building a safer health system. Kohn LT, Corrigan JM, Donaldson MS, editors.  Washington, DC: National Academy Press; 2000. 287 p. • Institute of Medicine, Committee on Quality of Health Care in America. Crossing the  quality chasm: a new health system for the 21st century. Washington, DC: National  Academy Press; 2001. 337 p. • Kaushal R, Shojania KG, Bates DW. Effects of computerized physician order entry and  clinical decision support systems on medication safety: a systematic review. Arch. Intern.  Med. 2003;163(12):1409‐16. • Parente ST, Dunbar JL. Is health information technology investment related to the  financial performance of US hospitals? An exploratory analysis. Int J Healthc Technol Manag. 2001;3(1):48‐58. • Shiffman RN, Liaw Y, Brandt CA, Corb GJ. Computer‐based guideline implementation  systems: a systematic review of functionality and effectiveness. J Am Med Inform Assoc.  1999;6(2):104‐14. • Van Rosse F, Maat B, Rademaker CMA, van Vught AJ, Egberts ACG, Bollen CW. The effect  of computerized physician order entry on medication prescription errors and clinical  outcome in pediatric and intensive care: a systematic review. Pediatrics.  2009;123(4):1184‐90.