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IT for Hospitals
Nawanan Theera‐Ampornpunt, MD, PhD
Oct. 22, 2013
For Ramathibodi Hospital Administration School

SlideShare.net/Nawanan
A Few Words About Me...
2003 M.D. (1st-Class Honors) Ramathibodi
2009 M.S. (Health Informatics) University of Minnesota
2011 Ph.D. (Health Informatics) University of Minnesota
Currently
• Deputy Executive Director for Informatics (CIO), Chakri Naruebodindra
Medical Institute, Faculty of Medicine Ramathibodi Hospital

Contacts
nawanan.the@mahidol.ac.th
SlideShare.net/Nawanan
www.tc.umn.edu/~theer002
groups.google.com/group/ThaiHealthIT
2
Outline

Healthcare & Health IT
Adopting Health IT
Health IT Applications in Hospitals
IT Management

3
Health care & 
Health IT

4
Manufacturing

5

Image Source: Guardian.co.uk
Banking

6

Image Source: Cablephet.com
Health care

7

ER ‐ Image Source: nj.com
Why Health care Isn’t Like Any Others?
 Life‐or‐Death
 Many & varied stakeholders
 Strong professional values
 Evolving standards of care
 Fragmented, poorly‐coordinated systems
 Large, ever‐growing & changing body of 
knowledge
 High volume, low resources, little time
8
Why Health care Isn’t Like Any Others?

 Large variations & contextual dependence
Input

Output

Patient 
Presentation

9

Process
Decision‐
Making

Biological 
Responses
But...Are We That Different?
Banking
Input

Process

Output

Transfer
Location A

Location B

Value‐Add
‐ Security
‐ Convenience
‐ Customer Service
10
But...Are We That Different?
Manufacturing
Input

Process

Output

Raw 
Materials

Assembling

Finished 
Goods

Value‐Add
‐ Innovation
‐ Design
‐ QC
11
But...Are We That Different?
Health care
Input

Process

Output

Sick Patient

Patient Care

Well Patient

Value‐Add
‐ Technology & medications
‐ Clinical knowledge & skills
‐ Quality of care; process improvement
‐ Information
12
Why Adopting Health IT?
“To Go paperless”

“To Computerize”

“To Get a HIS”
“Digital Hospital”
“To Have EMRs”

“To Share data”
13

“To Modernize”
Some Quotes
 “Don’t implement technology just for 
technology’s sake.”
 “Don’t make use of excellent technology. 
Make excellent use of technology.”
(Tangwongsan, Supachai. Personal communication, 2005.)

 “Health care IT is not a panacea for all that ails 
medicine.” (Hersh, 2004)
14
What Clinicians Want?

To treat & to
care for their
patients to their
best abilities,
given limited
time &
resources
15 Image Source: http://en.wikipedia.org/wiki/File:Newborn_Examination_1967.jpg (Nevit Dilmen)
High Quality Care
Safe
Timely
Effective
Efficient
Equitable
Patient‐Centered
16

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.
IOM (2001)
Information is Everywhere in Health Care

17
Achieving Quality Care with Information
 Safe
 Drug allergies
 Medication Reconciliation

Timely
 Complete information at point of care

Effective
 Better clinical decision‐making
18 Image Source: http://www.flickr.com/photos/childrensalliance/3191862260/
Achieving Quality Care with Information
 Efficient
 Faster care
 Time & cost savings
 Reducing unnecessary tests

Equitable
 Access to providers & knowledge

Patient‐Centered
19

 Empowerment & better self‐care
That’s Where Health IT 
Plays A Role...

20
The Anatomy of the Word “Health IT”

Health
Information
Technology
21

Goal
Value‐Add

Tools
Various Forms of Health IT

Hospital Information System (HIS)

Computerized Provider Order Entry (CPOE)

Electronic 
Health 
Records 
(EHRs)
22

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

Health Information 
Exchange (HIE)
m‐Health
Biosurveillance
Personal Health Records 
(PHRs)

Information Retrieval
23

Telemedicine & 
Telehealth
Images from Apple Inc., Geekzone.co.nz, Google, PubMed.gov, and American Telecare, Inc.
Value of Health IT (in Literature)
Guideline adherence
 Better documentation
 Practitioner decision making or 
process of care
 Medication safety
 Patient surveillance & 
monitoring
 Patient education/reminder
24
Fundamental Theorem of Informatics

25

(Friedman, 2009)
Friedman (2009)
Is There A Role for Health IT?

26

IOM (2000)
Landmark IOM Reports

IOM (2000)
27

IOM (2001)
Landmark IOM Reports: Summary

 Humans are not perfect and are bound to make 
errors
 Highlight 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
28
Summary: 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”
29
To Err Is Human
 Perception errors

30

Image Source: interaction‐dynamics.com
To Err Is Human
 Lack of Attention

31

Image Source: aafp.org
To Err Is Human
 Human Brain’s Limited Memory

32

Image Source: Dr. Suthan Srisangkaew
To Err Is Human
 Cognitive Errors - Example: Decoy Pricing
# of 
People

The Economist Purchase Options
• Economist.com subscription 
• Print subscription
• Print & web subscription

$59
$125
$125

# of 
People

The Economist Purchase Options
• Economist.com subscription 
• Print & web subscription
33

16
0
84

$59
$125

68
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?

34
Adopting 
Health IT

35
Adoption of Health IT: Assumptions

Adoption

36

Use

Outcomes
U.S.’s Efforts on Health IT Adoption

?
“...We will make wider use of electronic records and 
other health information technology, to help control 
costs and reduce dangerous 
medical errors.”
President George W. Bush
Sixth State of the Union Address, January 31, 2006
37

Source: Wikisource.org

Image Source: Wikipedia.org
Public Policy in Informatics: A US’s Case
1991: IOM’s CPR Report published

1996: HIPAA enacted
2000‐2001: IOM’s To Err Is Human & 
Crossing the Quality Chasm published
2004: George W. Bush’s Executive Order 
establishing ONCHIT (ONC)
2009‐2010: ARRA/HITECH Act & 
“Meaningful use” regulations
38
U.S. Adoption of Health IT
Ambulatory (Hsiao et al, 2009)

Hospitals (Jha et al, 2010)

Basic EHRs w/ notes
Comprehensive EHRs
CPOE for medications

9.2%
2.7%
34%

• U.S. lags behind other Western countries 
(Schoen et al, 2006;Jha et al, 2008)

• Money and misalignment of benefits is the biggest 
reason
39
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
40
The Birth of “Meaningful Use”

“...Our recovery plan will invest in 
electronic health records and new technology 
that will reduce errors, bring down costs, 
ensure privacy, and save lives.”
President Barack Obama
Address to Joint Session of Congress
February 24, 2009
41

Source: WhiteHouse.gov
American Recovery & Reinvestment Act

 Contains HITECH Act
(Health Information Technology for Economic and 
Clinical Health Act)
 ~ 20 billion dollars for Health IT investments
 Incentives & penalties for providers

42
What is in the HITECH Act?

43

(Blumenthal, 2010)
“Meaningful Use”

Pumpkin

44

“Meaningful Use” 
of a Pumpkin

Image Source & Idea Courtesy of Pat Wise at HIMSS, Oct. 2009
“Meaningful Use” of Health IT

Stage 1
‐ Electronic capture of 
health information
‐ Information sharing
‐ Data reporting

Stage 3
Stage 2
Use of EHRs
to improve 
processes of 
care

45

Better 
Health

Use of 
EHRs to 
improve 
outcomes

Blumenthal (2010)
Adoption Studies: Descriptive Aspect
2004

2011

Theera‐
Ampornpunt (2011)
46

Pongpirul et al. 
(2004)
Adoption Estimates
Estimate (Partial or Complete Adoption)
Basic EHR, outpatient
Basic EHR, inpatient
Basic EHR, both settings
Comprehensive EHR, outpatient
Comprehensive EHR, inpatient
Comprehensive EHR, both settings
order entry of medications, outpatient
order entry of medications, inpatient
order entry of medications, both settings
order entry of all orders, outpatient
order entry of all orders, inpatient
order entry of all orders, both settings
47

Nationwide
86.6%
50.4%
49.8%
10.6%
5.7%
5.3%
96.5%
91.4%
90.2%
88.6%
81.7%
79.4%

Theera‐Ampornpunt (2011)
Health IT 
Applications 
in Hospitals

48
Enterprise‐wide Hospital IT

 Master Patient Index (MPI)
 Admit‐Discharge‐Transfer (ADT)
 Electronic Health Records (EHRs)
 Computerized Physician Order Entry (CPOE)
 Clinical Decision Support Systems (CDSSs)
 Picture Archiving and Communication System (PACS)
 Nursing applications
 Enterprise Resource Planning (ERP)
49
Departmental IT

 Pharmacy applications
 Laboratory Information System (LIS)
 Radiology Information System (RIS)
 Specialized applications (ER, OR, LR, 
Anesthesia, Critical Care, Dietary Services, 
Blood Bank)
 Incident management & reporting system
50
EHRs & HIS
The Challenge ‐ Knowing What It Means
Electronic Health 
Records (EHRs)
Hospital 
Information System 
(HIS)

Electronic Medical 
Records (EMRs)
Electronic Patient 
Records (EPRs)
Computer‐Based 
Patient Records 
(CPRs)
51

Personal Health 
Records (PHRs)

Clinical Information 
System (CIS)
EHR Systems

Just electronic documentation?
History 
& PE

Diag‐
nosis

Treat‐
ments

Or do they have other values?

52

...
Functions that Should Be Part of EHR Systems

 Computerized Medication Order Entry
 Computerized Laboratory Order Entry
 Computerized Laboratory Results
 Physician Notes
 Patient Demographics
 Problem Lists
 Medication Lists
 Discharge Summaries
 Diagnostic Test Results
 Radiologic Reports
53

IOM (2003), Blumenthal et al (2006)
Computerized Physician Order Entry (CPOE)

54
Computerized Physician Order Entry (CPOE)

Values

No handwriting!!!
 Structured data entry: Completeness, clarity, 
fewer mistakes (?)
 No transcription errors!
 Streamlines workflow, increases efficiency

55
Clinical Decision Support Systems (CDSs)

 The real place where most of the 
values of health IT can be achieved

(Shortliffe, 1976)
56

 Expert systems
 Based on artificial intelligence, 
machine learning, rules, or 
statistics
 Examples: differential diagnoses, 
treatment options
Clinical Decision Support Systems (CDSSs)
 Alerts & reminders
 Based on specified logical conditions
 Examples:
 Drug‐allergy checks
 Drug‐drug interaction checks
 Drug‐disease checks
 Drug‐lab checks
 Drug‐formulary checks
 Reminders for preventive services or certain actions 
(e.g. smoking cessation)
 Clinical practice guideline integration
57
Example of “Alerts & Reminders”

58
CDS Examples

Reference information or evidence‐
based knowledge sources
Drug reference databases
 Textbooks & journals
 Online literature (e.g. PubMed)
Tools that help users easily access 
references (e.g. Infobuttons)
59
Infobuttons

60
Image Source: https://webcis.nyp.org/webcisdocs/what-are-infobuttons.html
CDS Examples

Pre‐defined documents
 Order sets, personalized “favorites”
 Templates for clinical notes
 Checklists
 Forms

Can be either computer‐based or 
paper‐based
61
Order Sets

62
Image Source: http://www.hospitalmedicine.org/ResourceRoomRedesign/CSSSIS/html/06Reliable/SSI/Order.cfm
CDS Examples

Simple UI designed to help clinical 
decision making
Abnormal lab highlights
 Graphs/visualizations for lab results
Filters & sorting functions

63
Abnormal Lab Highlights

64
Image Source: http://geekdoctor.blogspot.com/2008/04/designing-ideal-electronic-health.html
Clinical Decision Support Systems (CDSSs)
PATIENT

Perception
CLINICIAN

Attention

Long Term Memory
Knowledge

Working
Memory

Data

External Memory
Knowledge

Data

Inference
DECISION
65

Elson, Faughnan & Connelly (1997)
Clinical Decision Support Systems (CDSSs)
PATIENT

Perception
CLINICIAN

Attention

Long Term Memory
Knowledge

Working
Memory

Data

External Memory
Knowledge

Inference
DECISION
66

Abnormal lab 
highlights

Data
Clinical Decision Support Systems (CDSSs)
PATIENT

Perception
CLINICIAN

Attention

Long Term Memory
Knowledge

Working
Memory

Data

External Memory
Knowledge

Inference
DECISION
67

Drug‐Allergy 
Checks

Data
Clinical Decision Support Systems (CDSSs)
PATIENT

Perception
CLINICIAN

Attention

Long Term Memory
Knowledge

Working
Memory

Data

External Memory
Knowledge

Inference
DECISION
68

Drug‐Drug 
Interaction 
Checks

Data
Clinical Decision Support Systems (CDSSs)
PATIENT

Perception
CLINICIAN

Attention

Long Term Memory
Knowledge

Working
Memory

Data

External Memory
Knowledge

Inference
DECISION
69

Clinical Practice 
Guideline 
Reminders

Data
Clinical Decision Support Systems (CDSSs)
PATIENT

Perception
CLINICIAN

Attention

Long Term Memory
Knowledge

Working
Memory

Data

Knowledge
Inference
DECISION

70

External Memory
Data

Diagnostic/Treatment 
Expert Systems
IBM’s Watson

71
Image Source: socialmediab2b.com
Rise of the Machines?

72
Image Source: englishmoviez.com
Clinical Decision Support Systems (CDSSs)

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

The “Fundamental Theorem” Model
Correct Assumption

73

Friedman (2009)
Clinical Decision Support Systems (CDSSs)

Some risks
 Alert fatigue

74
Workarounds

75
Health IT for Medication Safety

Ordering

CPOE

Transcription

Dispensing

Administration

Automatic 
Medication 
Dispensing

Electronic 
Medication 
Administration 
Records 
(e‐MAR)

Barcoded
Medication 
Dispensing
76

Barcoded
Medication 
Administration
Health Information Exchange (HIE)

Government
Hospital B

Hospital A

Lab
77

Patient at Home

Clinic C
Achieving HIE (or eHealth)

78

WHO & ITU
Myths & Truths on Standards

นวนรรน ธีระอัมพรพันธุ์. ตํานานความเชื่อและข้อเท็จจริงเกี่ยวกับมาตรฐานสารสนเทศทางสุขภาพ. ใน: Health
Data Standards Expo: From Reimbursement to Clinical Excellence; 2011 Aug 8-9; Bangkok,
Thailand. Bangkok (Thailand): Mahidol University, Faculty of Medicine Ramathibodi Hospital;
2011 Aug.

http://www.slideshare.net/nawanan/myths-and-truths-on-health-information-standards
79
Myths & Truths on Standards
Myths
 We don’t need standards
 Standards are IT people’s jobs
 We should exclude vendors from this
 We need the same software to share data
 We need to always adopt international 
standards
 We need to always use local standards
80

Theera-Ampornpunt (2011)
Standards: Why?
 The Large N Problem
N = 2, Interface = 1

N = 3, Interface = 3

N = 5, Interface = 10
# Interfaces = N(N-1)/2
81

N = 100, Interface = 4,950
IT Management

82
Balanced Focus of Informatics

People

Process

83

Techno‐
logy
ความเดิมตอนที่แล้ว...
Health IT: ของดี

(อาจจะ)

(แต่ก็อาจมีโทษ)

มีประโยชน์

บริบท (local contexts) มีความสําคัญ
 ต้องมีการบริหารจัดการที่เหมาะสม
ประเด็นพิจารณา
อะไรคือบริบทที่เกี่ยวข้อง?
จะจัดการมันอย่างไร?
84
Context
The current location
The tailwind

The headwind

The past journey

The 
direction

The destination

The speed

The sailor(s) & 
people on board
85

The sail
The boat

The sea

The sailboat image source: Uwe Kils via http://en.wikipedia.org/wiki/Sailing
Direction & Destination

Visionรพ.มหาวิทยาลัย 900 าเตียง
เป็นโรงพยาบาลชั้นนํ ของ
ภูมิภาคเอเชียทีมีความเป็นเลิศใน
่
ด้านบริการ การศึกษา และวิจัย

86

Vision รพ.เอกชน 200High ง
เป็นโรงพยาบาล เตีย Tech
High Touch ชั้นนําของประเทศ
“The Sail”

Carr (2004)
87

Carr (2003)
4 Quadrants of Hospital IT
Strategic
Business 
Intelligence

HIE
PHRs

Administrative

CRM
Social 
Media

CDSS
CPOE

Clinical

VMI

EHRs
PACS
LIS

ERP

ADT
Word 
Processor

88

MPI

Operational
IT As A Strategic Advantage
Sustainable
competitive
Yes
advantage
Yes
Yes
Yes

Non-Substitutable?

Valuable ?
No

Resources/
capabilities
89

Rare ?

No

Inimitable ?
No

Preemptive
advantage

No

Competitive
necessity

Competitive
parity

Competitive
Disadvantage
From a teaching slide by Nelson F. Granados, 2006 at University of Minnesota Carlson School of Management
“The Sail”
Vision เป็นโรงพยาบาลชั้นนําของ
ภูมิภาคเอเชียทีมยาลัย 900 ศใน ง
รพ.มหาวิท่ ีความเป็นเลิ เตีย
ด้านบริการ การศึกษา และวิจัย
Current IT Environment

 เป็น รพ.แรกๆ ที่มี HIS ซึ่งพัฒนาเอง และ
ต่อยอดจาก MPI, ADT ไปสู่ CPOE (แต่
ยังขาด advanced CDSS) ระบบ HIS
เข้ากับ workflow ของ รพ. เป็นอย่างดี
 ปัจจุบัน ระบบ HIS ยังใช้เทคโนโลยี
เดียวกับช่วงที่พัฒนาใหม่ๆ (20 ปีก่อน)
เป็นหลัก มีการนําเทคโนโลยีใหม่ๆ มาใช้
อย่างช้าๆ

90

Vision เป็นโรงพยาบาล High Tech
Highรพ.เอกชน นําของประเทศ
Touch ชั้น 200 เตียง

Current IT Environment

 มี MPI, ADT, EHRs, CPOE แต่ยังมี
CDSS จํากัด
 ยังไม่มี Customer Relationship
Management (CRM)
 ยังไม่มี Personal Health Records
(PHRs)
IT As A Strategic Advantage
Sustainable
competitive
Yes
advantage
Yes
Yes
Yes

Non-Substitutable?

Valuable ?
No

Resources/
capabilities

91

Rare ?

No

Inimitable ?
No

Preemptive
advantage

No

Competitive
necessity

Competitive
parity

Competitive
Disadvantage

From a teaching slide by Nelson F. Granados, 2006 at University of Minnesota Carlson School of Management
“The Sailors”

People

Process

92

Techno‐
logy
“The Sailors”
 บุคลากรมีอายุเฉลีย 42 ปี
่
(range 20-65) ยาลัย 900 เตียง
รพ.มหาวิท
 แผนก IT มีทั้งบุคลากรใหม่และทีเคย
่
พัฒนาระบบ HIS ตั้งแต่แรกเริ่ม
 แพทย์มีความเป็นตัวของตัวเองสูง,
มักทํางานเอกชนด้วย, มี turn-over
rate สูง
 พยาบาลและวิชาชีพอื่นมักมองว่า
แพทย์คืออภิสทธิ์ชน และมีเรื่อง
ิ
ถกเถียงกันบ่อยๆ
93

 บุคลากรมีอายุเฉลีย 32 ปี
่
(range 20-57) 200 เตียง
รพ.เอกชน
 แผนก IT เข้มแข็ง
 แพทย์ไม่ค่อยมี interaction กับ
บุคลากรอื่น, รายได้เป็นแรงดึงดูดหลัก
 ผู้บริหารได้รับการยอมรับจากบุคลากร
ทุกวิชาชีพว่ามีวิสัยทัศน์และบริหารงาน
ได้ดี
IT Outsourcing Decision Tree

No
No

Is external delivery
reliable and lower cost?
Yes

Does service offer 
competitive advantage?
Yes

94

Keep Internal

Keep Internal

OUTSOURCE!
IT Outsourcing Decision Tree: Ramathibodi’s Case
External delivery unreliable
• Non‐Core HIS
External delivery higher cost
• ERP maintenance/ongoing 
customization
No
No

Is external delivery
reliable and lower cost?
Yes

Does service offer 
competitive advantage?
Yes

95

Keep Internal

Keep Internal

Core HIS, CPOE
Strategic advantages
• Agility due to local workflow accommodations
• Secondary data utilization (research, QI)
• Roadmap to national leader in informatics

OUTSOURCE!

ERP initial 
implementation, 
PACS, RIS, 
Departmental 
systems, 
IT Training
Gartner Hype Cycle

96

Image source: Jeremy Kemp via http://en.wikipedia.org/wiki/Hype_cycle
http://www.gartner.com/technology/research/methodologies/hype‐cycle.jsp
Rogers’ Diffusion of Innovations: Adoption Curve

Rogers (2003)
97
Hospital IT Adoption Success Factors

 Communications of project plans & progresses
 Workflow considerations
 Management support of IT projects
 Common visions
 Shared commitment
 Multidisciplinary user involvement
 Project management
 Training
 Innovativeness
 Organizational learning
98

Theera‐Ampornpunt (2009, 2011) [Unpublished]
Resources on Change Management

Lorenzi & Riley (2004)
99

Leviss (Editor) (2010)
Summary

 Healthcare is complex
 Health IT can benefit healthcare through
 Information delivery
 Process improvement
 Empowering providers & patients

 The world is moving toward health IT
 Management of hospital IT is crucial to success
 Balance of “People, Process & Technology”
 Know your organization (“context”)
 Strategic mindset
 Project & change management
100
Patients Are Counting on Us...

101 Image Source: http://www.flickr.com/photos/childrensalliance/3191862260/
Q & A...

Download Slides
SlideShare.net/Nawanan

Contacts
nawanan.the@mahidol.ac.th
www.tc.umn.edu/~theer002
groups.google.com/group/ThaiHealthIT
102
References
 Ariely D. Predictably irrational: the hidden forces that shape our decisions. New York City 
(NY):HarperCollins; 2008. 304 p.
 Blumenthal D. Launching HITECH. N Engl J Med. 2010 Feb 4;362(5):382‐5.
 Blumenthal D, DesRoches C, Donelan K, Ferris T, Jha A, Kaushal R, Rao S, Rosenbaum S. Health 
information technology in the United States: the information base for progress [Internet]. 
Princeton (NJ): Robert Wood Johnson Foundation; 2006.
 Carr NG. Does IT matter? Information technology and the corrosion of competitive advantage. 
Boston (MA):Harvard Business Press;2004. 208 p.
 Carr NG. IT doesn’t matter. Harvard Bus Rev. 2003 May 1;81(5):41‐9.
 Croskerry P. The importance of cognitive errors in diagnosis and strategies to minimize them. 
Acad Med. 2003 Aug;78(8):775‐80. 81 p. Available from: 
http://www.rwjf.org/files/publications/other/EHRReport0609.pdf
 Friedman CP. A "fundamental theorem" of biomedical informatics. J Am Med Inform Assoc. 
2009 Apr;16(2):169‐70.
 Hersh W. Health care information technology: progress and barriers. JAMA. 2004 Nov 
10:292(18):2273‐4.
103
References
 Hsiao C, Beatty PC, Hing ES, Woodwell DA. Electronic medical record/electronic health record 
use by office‐based physicians: United States, 2008 and preliminary 2009 [Internet]. 2009 
[cited 2010 Apr 12]; Available from: http://www.cdc.gov/nchs/data/hestat/emr_ehr/
emr_ehr.pdf
 Institute of Medicine, Board on Health Care Services, Committee on Data Standards for 
Patient Safety. Key Capabilities of an electronic health record system: letter report [Internet]. 
Washington, DC: National Academy of Sciences;2003. 31 p. Available from: 
http://www.nap.edu/catalog/10781.html
 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.
 Jha AK, DesRoches CM, Campbell EG, Donelan K, Rao SR, Ferris TG, Shields A, Rosenbaum S, 
Blumenthal D. Use of electronic health records in U.S. hospitals. N Engl J Med. 
2009;360(16):1628‐38.
 Jha AK, Doolan D, Grandt D, Scott T, Bates DW. The use of health information technology in 
seven nations. Int J Med Inform. 2008;77(12):848‐54.
104
References
 Klein JG. Five pitfalls in decisions about diagnosis and prescribing. BMJ. 2005 Apr 2;330(7494):781‐3.
 Leviss J (editor). H.I.T. or Miss: lessons learned from health information technology implementations. 
Chicago (IL):AHIMA Press;2010.
 Lorenzi NM, Riley RT. Managing technological change: organizational aspects of health informatics. 
New York City (NY): Springer;2004.
 Mamede S, van Gog T, van den Berge K, Rikers RM, van Saase JL, van Guldener C, Schmidt HG. Effect 
of availability bias and reflective reasoning on diagnostic accuracy among internal medicine 
residents. JAMA. 2010 Sep 15:304(11):1198‐203.
 Miller RA, Masarie FE. The demise of the "Greek Oracle" model for medical diagnostic systems. 
Methods Inf Med. 1990 Jan;29(1):1‐2. 
 Pongpirul K, Sriratana S. Computerized information system in hospitals in Thailand: a national survey. 
J Health Sci. 2005 Sep‐Oct;14(5):830‐9. Thai.
 Rogers EM. Diffusion of innovations. 5th ed. New York City (NY): Free Press;2003. 551 p.
 Schoen C, Osborn R, Huynh PT, Doty M, Puegh J, Zapert K. On the front lines of care: primary care 
doctors’ office systems, experiences, and views in seven countries. Health Aff (Millwood). 
2006;25(6):w555‐71.
 Theera‐Ampornpunt N. [Myths and Truths on Health Information Standards]. In: Health Data 
Standards Expo: From Reimbursement to Clinical Excellence; 2011 Aug 8‐9; Bangkok, Thailand. 
Bangkok (Thailand): Mahidol University, Faculty of Medicine Ramathibodi Hospital; 2011 Aug. 
Thai.
 Theera‐Ampornpunt N. Thai hospitals' adoption of information technology: a theory 
development and nationwide survey [dissertation]. Minneapolis (MN): University of Minnesota; 
2011 Dec. 376 p.
105

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