Assessing the Potential of National Strategies for Electronic Health Records for Population Health Monitoring and Research - CDC

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Assessing the Potential of National Strategies for Electronic Health Records for Population Health Monitoring and Research - CDC
Assessing the Potential of
January 2006

                       National Strategies for
                       Electronic Health Records for
                       Population Health
                       Monitoring and Research
Series 2, Number 143
Assessing the Potential of National Strategies for Electronic Health Records for Population Health Monitoring and Research - CDC
Copyright information

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reproduced or copied without permission; citation as to source, however, is
appreciated.

Disclaimer
The findings and conclusions in this report are those of the author and do not
necessarily represent the views of the Centers for Disease Control and
Prevention.

Suggested citation

Friedman DJ. Assessing the potential of national strategies for electronic health
records for population health monitoring and research. National Center for
Health Statistics. Vital Health Stat 2(143). 2006.

Library of Congress Cataloging-in-Publication Data
Assessing the potential of national strategies for electronic health records for
population health monitoring and research.
   p. ; cm.— (DHHS publication ; no. (PHS) 2006–1343) (Vital and health
statistics. Series 2 ; no. 143)
   ‘‘January 2006.’’
   Author: Daniel J. Friedman.
   Includes bibliographical references.
   ISBN 0–8406-0607–9
   1. Medical informatics. 2. Medical records—Data processing. I. Friedman, Daniel
J. II. National Center for Health Statistics (U.S.) III. Series. IV. Series: Vital and
health statistics. Series 2, Data evaluation and methods research ; no. 143.
[DNLM: 1. Public Health Informatics—organization & administration.
2. Forms and Records Control—organization & administration. 3. Medical
Records Systems, Computerized. 4. National Health Programs—trends.
5. Research Design—trends. W2 A N148vb no.143 2006]
R858.A87 2006
651.5’04261—dc22                                                              2006014105

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Assessing the Potential of National Strategies for Electronic Health Records for Population Health Monitoring and Research - CDC
Series 2, Number 143

Assessing the Potential of
National Strategies for
Electronic Health Records for
Population Health
Monitoring and Research

Data Evaluation and Methods Research

U.S. DEPARTMENT OF HEALTH AND HUMAN SERVICES
Centers for Disease Control and Prevention
National Center for Health Statistics
Hyattsville, Maryland
January 2006
DHHS Publication No. (PHS) 2007-1343
Assessing the Potential of National Strategies for Electronic Health Records for Population Health Monitoring and Research - CDC
National Center for Health Statistics
Edward J. Sondik, Ph.D., Director
Jennifer H. Madans, Ph.D., Acting Co-Deputy Director
Michael H. Sadagursky, Acting Co-Deputy Director
Jennifer H. Madans, Ph.D., Associate Director for Science
Jennifer H. Madans, Ph.D., Acting Associate Director for
Planning, Budget, and Legislation
Michael H. Sadagursky, Associate Director for
Management and Operations
Lawrence H. Cox, Ph.D., Associate Director for Research
and Methodology
Margot A. Palmer, Director for Information Technology
Margot A. Palmer, Acting Director for Information Services
Linda T. Bilheimer, Ph.D., Associate Director for Analysis
and Epidemiology
Charles J. Rothwell, M.S., Director for Vital Statistics
Jane E. Sisk, Ph.D., Director for Health Care Statistics
Jane F. Gentleman, Ph.D., Director for Health Interview
Statistics
Clifford L. Johnson, Director for Health and Nutrition
Examination Surveys
Assessing the Potential of National Strategies for Electronic Health Records for Population Health Monitoring and Research - CDC
Acknowledgments

T
       his project was supported by the
       Centers for Disease Control and
       Prevention (CDC) Contract
No. 200-2004-M-09141 and Contract
No. 200-2005-M-13604. The contents of
this publication are solely the
responsibility of the author and do not
necessarily represent the official views
of CDC. The author would like to thank
Dr. Edward J. Sondik, Director of the
National Center for Health Statistics,
CDC, and Edward L. Hunter, Associate
Director of the National Center for
Health Statistics, CDC, for their
encouragement, support, and guidance
throughout this project. Additionally, the
author would also like to thank Dr. R.
Gibson Parrish, Dr. Steven J. Steindel
(CDC) and Dr. David A. Ross (Public
Health Informatics Institute) for their
patience and contribution of time and
advice. The project would not have been
possible without the generosity and
honesty of the ninety-six experts in
Australia, Canada, England, New
Zealand, and the U.S., who provided
lengthy and detailed interviews and who
consistently agreed to answer follow-up
questions. Twelve experts also provided
thorough and extremely helpful reviews
of earlier drafts of this report, and their
remarkable generosity in donating their
time and expertise is also very much
appreciated. Throughout the course of
this project, experts in the five countries
who had previously been strangers to
the author became colleagues, and
colleagues became friends. Of course,
the responsibility for any errors,
misunderstandings, misrepresentations,
and hare-brained ideas lies with the
author alone.

                                              iii
Assessing the Potential of National Strategies for Electronic Health Records for Population Health Monitoring and Research - CDC
Content

Acknowledgments . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .            iii
Summary . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . vii
Highlights. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . xii
Abstract . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .    1
Chapter 1. Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .               1
  Purpose . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .       1
  Central Concepts . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .            2
Chapter 2. Methods . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .              5
  Environmental Scan of Related Developments . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                                  5
  Expert Interviews. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .            5
Chapter 3. Factors Impacting on National Strategies for Electronic Health Records . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                                                     7
  Population Health Status . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                7
  Health Expenditures . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .               7
  Health Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .            7
  Public Opinion. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .           7
Chapter 4. Nation Snapshots: Australia, Canada, England, and New Zealand . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                                                   14
  England . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .      14
  Australia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .     22
  Canada . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .     27
  New Zealand . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .          33
Chapter 5. Common Themes in Interviews with Expert Informants in Australia, Canada, England, and New Zealand . . . . . . . . 41
  Potential Contribution . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 41
  Constraints . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 43
Chapter 6. Common Themes in Interviews with Expert Informants in the U.S. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 49
  Potential Contribution . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 49
  Scenarios . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 51
  Constraints . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 52
Chapter 7. Fundamental Issues in the Relationship of National Strategies for Electronic Health Records to Population
 Health Monitoring and Research . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                      54
  Definitional Issues . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .          54
  Numerator and Denominator Issues . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                         54
  Overarching Issues . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .             57
  Success Factors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .          58
References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .     61
Acronyms and Glossary . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                71

Tables
2.1         Requested and completed key informant interviews, by country . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                                            6
2.2         Types of key informants, by country . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                         6
3.1         Population health status, by country . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                      9

                                                                                                                                                                                                              v
3.2        Health expenditures, by country . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .               9
3.3        Health system context, by country . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                10
3.4        Health system structure, by country . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                11
3.5        Health system process and performance, by country . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                              12
3.6        Public opinion about health systems, by country: 2004 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                              13
4.1        National strategies for electronic health records, by country: 2005 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                                  39

Figures
1.1        Influences on the population’s health . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                 3
4.1        England’s National Health Service integrated model for information . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                                       20
4.2        Data flows for England’s Secondary Uses Service . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                            22
4.3        Key elements of Australia’s HealthConnect . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                      24
4.4        Initiatives of Australia’s National E-Health Transition Authority . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                                28
4.5        Key elements of Canada’s Electronic Health Record Solution Conceptual System Architecture model . . . . . . . . . . . . . .                                                                30
4.6        Canada’s full featured Electronic Health Record Jurisdictional Infostructure . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                                         31
4.7        New Zealand’s linkage between health strategies and information strategies . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                                           34
4.8        New Zealand’s distributed Electronic Health Records model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                                  36

Apppendices
Appendix 1. Structured Search Criteria . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                72
  General Considerations for Structured Searches . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                        72
  Preliminary Search Algorithms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .             72
  Documentation. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .    72
Appendix 2. Journals and Newsletters Reviewed . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 73
Appendix 3. Typical Interview Guide (English Expert) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 74
  Introduction and Background . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 74
  Questions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 74
Appendix 4. Key Informants. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .           76
  4-A. Key Informants Australia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                76
  4-B. Key Informants Canada . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                77
  4-C. Key Informants England . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                 78
  4-D. Key Informants New Zealand . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                     79
  4-E. Key Informants United States . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                     80
  4-F. Consultations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .        82
  4-G. Reviewers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .      83

vi
Summary

Assessing the Potential of National Strategies for Electronic Health Records for
Population Health Monitoring and Research
January 2006

Rationale (see Chapter 1)                                Methods (see Chapter 2)                      strategies for electronic health records
                                                                                                      for health event and disease detection
     Healthcare costs continue to increase.              This study:                                  for the purposes of immediate public
The media, the public, and health                                                                     health interventions, such as case-based
                                                         1. Reviewed national strategies for
professionals now recognize that                                                                      surveillance, syndromic surveillance,
                                                            electronic health records in Australia,
unnecessary morbidity, mortality, and                                                                 and bioterrorism surveillance.
                                                            Canada, England, and New Zealand,
healthcare costs resulting from adverse
                                                            and especially the implications of
events and medical errors are serious
                                                            those strategies for population health    Key concepts (see Chapter 1)
problems. The U.S. and other developed
                                                            monitoring by producing health
nations are adopting health information                                                                    This report defines the electronic
                                                            statistics and by encouraging
technology as a tool for rationalizing                                                                health record as an electronic repository
                                                            research employing health statistics.
complicated healthcare systems, improving                                                             of patient-centric data that are
                                                            The review relied on reports,
the quality of patient care, moderating                                                               identifiable, longitudinal and preferably
                                                            presentations, Web pages, and
healthcare costs, and reducing the                                                                    life-long, cross-provider, cross-provider
                                                            articles, which were publicly
incidence of adverse events. Electronic                                                               site, and cross the spectrum of
                                                            available before January 2006.
health records constitute the core of health                                                          healthcare, including primary care, acute
                                                            Structured and directed Web and
information technology. The U.S.,                                                                     hospital care, long-term care, and home
                                                            literature searches were conducted.
Australia, Canada, England, and New                                                                   care. In contrast, this report defines the
                                                            See Chapters 2, 3, and 4.
Zealand are all developing national                                                                   electronic patient record as the
                                                         2. Identified the potential contribution
strategies for electronic health records,                                                             electronic record of the periodic care
                                                            of national strategies for electronic
accompanied by substantial investments of                                                             provided mainly by one institution.
                                                            health records to population health
public and private sector funds in                                                                    Widely accepted definitions of electronic
                                                            monitoring and research and barriers
implementing those strategies.                                                                        health records and electronic patient
                                                            to achieving that potential. The
                                                                                                      records do not exist internationally, and
                                                            identification of the potential
Purpose (see Chapter 1)                                     contribution and barriers relied on
                                                                                                      comparisons of different usages of the
                                                                                                      terms should focus on specified
     The Centers for Disease Control                        interviews with 96 experts with
                                                                                                      functions rather than assuming
and Prevention’s National Center for                        national and sub-national
                                                                                                      comparability based on the terms
Health Statistics commissioned this                         responsibilities for strategies for
                                                                                                      themselves.
report to assess the potential                              electronic health records, for
                                                                                                           Population health encompasses the
contribution of national strategies for                     population health monitoring and
                                                                                                      level and distribution of disease,
electronic health records to population                     research, and for related research in
                                                                                                      functional status, and well-being within
health monitoring and research. The                         U.S., Australia, Canada, England, and
                                                                                                      a group. Population health monitoring is
report focuses on those types of                            New Zealand. The interviews were
                                                                                                      the collection and analysis of data to
population health monitoring that                           qualitative and were conducted via
                                                                                                      detect and describe changes in the
generate health statistics for measuring                    telephone using structured interview
                                                                                                      population’s health or factors that affect
the population’s health, rather than those                  guides. See Chapters 2, 5, and 6.
                                                                                                      the population’s health.
types of population health monitoring                    3. Delineated fundamental issues that
                                                                                                           Health statistics are ‘‘numerical
used to detect health events and diseases                   must be confronted to maximize the
                                                                                                      data that characterize the health of a
for the purposes of immediate public                        contribution of national strategies in
                                                                                                      population and the influences that affect
health interventions.                                       the development of electronic health
                                                                                                      its health.’’1 The types of population
                                                            records for population health
                                                            monitoring and research. See                1
                                                                                                          Parrish RG, Friedman DJ, Hunter EL (2005).
 Disclaimer: The findings and conclusions in this           Chapter 7.                                Defining health statistics and their scope. In:
 report are those of the author and do not necessarily                                                Friedman DJ, Hunter EL, Parrish RG (editors),
 represent the views of the Centers for Disease          This study did not explore issues            Health Statistics: Shaping Policy and Practice to
 Control and Prevention.                                 relating to the potential of national        Improve the Population’s Health. New York City
                                                                                                      (NY): Oxford University Press;3.

                                                                                                                                                          vii
health monitoring that typically generate         judgments, which may change over                  electronic health records contain
health statistics are reportable diseases         time. National strategies in Australia,           structured data. In Australia and Canada,
and registries, administrative health data,       Canada, England, and New Zealand are              consensus has not yet been achieved on
and population-based surveys; nonhealth           developing and evolving, and passing              unique patient identification, or whether
data sources also provide health                  through stages of conceptualization,              unique identification will apply to
statistics, especially relating to the            design, pilot testing, and                        residents who encounter the healthcare
influences on the population’s health.            implementation. Only England has                  system or to all residents.
     A numerator is ‘‘the upper portion           moved to implementation of a national
of a fraction, used to calculate a rate or        strategy for electronic health records.           Potential contributions of
a ratio.’’2 Numerators represent the              Australia has conducted local pilot               electronic health records to
aspect of the population’s health being           testing and is now designing its national
                                                                                                    population health monitoring
measured, such as a health event,                 strategy. Canada is conducting local
disease, condition, functional status, or         pilot testing through strategic                   and research (see Chapters 5
well-being. A denominator is ‘‘the lower          investments and is now designing its              and 6)
portion of a fraction used to calculate a         national strategy. New Zealand is                      Experts interviewed in Australia,
rate or ratio. The population. . . at risk        conceptualizing its national strategy.            Canada, England, New Zealand, and the
in the calculation of a rate or ratio.’’3              Review of publicly available                 U.S. identified potential contributions of
Denominators represent the population             reports, presentations, Web sites, and            electronic health records to population
in which the particular aspect of                 articles, and interviews with experts,            health monitoring to produce health
population health is being measured.              reveal that population health monitoring          statistics and research employing health
Population-based health statistics require        and research is explicitly secondary to           statistics. Examples of these potential
both a known numerator and a known                the primary uses of clinical care and             contributions include the following.
denominator.                                      management in the investigated national                Integrating healthcare performance
                                                  strategies for electronic health records          measurement with population health
National strategies in Australia,                 (see Chapters 4 and 5). Only England              monitoring, such as the development of
Canada, England, and New                          has conceptualized, designed, and is              integrated systems for measuring
                                                  now implementing the use of electronic
Zealand (see Chapters 3, 4,                                                                         healthcare system performance at
                                                  health records for population health              individual and provider group levels,
and 5)                                            monitoring and research: the National             with provider and provider group
     Chapter 4 provides overviews of              Health Service Secondary Uses Service             measurements systematically aggregated
national strategies for electronic health         has been established to ‘‘provide the             to the population level.
records in Australia, Canada, England,            NHS with higher quality data to enable                 Developing entirely new data for
and New Zealand, including the locus of           investigation of trends and emerging              population health monitoring and
responsibilities, current status and plans,       health needs which can inform public              research and entirely new options for
electronic health record definition,              health policy and planning.’’4 Canada’s           population health monitoring and
national health information infrastructure        strategy includes communicable disease            research, including:
elements related to electronic health             surveillance.
records, electronic health records                     Consensus within nations does not            + Establishing new disease and health
storage, patient confidentiality and              exist on key issues underlying the use of           condition registries yielding
participation, patient identification, and        electronic health records for population            previously unavailable population-
uses for population health monitoring             health monitoring and research. These               based morbidity and disease
and research. See Table S.1 for an                issues include but are not limited to               prevalence data;
abbreviated summary of the four                   whether and how national strategies for           + Tracking how people move through
national strategies.                              electronic health records should support            and beyond the healthcare system;
     National strategies for electronic           population health monitoring and                  + Ongoing linking of clinically rich
health records reflect the political,             research, the parameters of patient                 data with population health
healthcare and systems, and market                confidentiality and participation, the              monitoring data from registries and
systems of individual countries (see              harmonization of clinical data standards            reportable disease systems,
Chapters 3 and 4). National strategies            with population health monitoring data              administrative health data,
for electronic health records also reflect        standards, and the extent to which                  population-based surveys, and
both technical decisions and political                                                                complementary data sources; and
                                                    4
                                                      NHS Connecting for Health (2005 Oct). The     + Using electronic health records as
                                                  National Programme for IT implementation guide:     sampling frames for population
  2
    Last JM, Spasoff RM, Harris SS, Thuriaux      Designed for the NHS by the NHS. Guidance to        health monitoring and research.
MC, eds. (2001). A dictionary of epidemiology.    support trusts when implementing National
NewYork City (NY): Oxford University Press;126.   Programme products and services. Version 3.
  3
    Ibid;49.                                      London (UK): NHS Connecting for Health:27.

viii
Shifting predominant paradigms for       research if they are associated with a        Overarching issues
population health and clinical research,     geographically based denominator with
                                                                                                Even if national strategies for
through erasing current distinctions         known characteristics, and especially
                                                                                           electronic health records successfully
between clinical data and population         demographic characteristics.
                                                                                           address issues relating to generating
health data.
                                             Numerator and denominator issues              numerators and denominators, the
                                                                                           penetration of electronic health records,
Fundamental issues in the                         In order to be most useful for
                                                                                           data quality and completeness, consent,
relationship between national                generating valid population-based health
                                                                                           and unique patient identification, other
                                             statistics, national strategies for
strategies for electronic health                                                           overarching issues remain that may limit
                                             electronic health records should confront
records and population health                the following numerator and
                                                                                           the utility of electronic health records
monitoring and research                                                                    for population health monitoring and
                                             denominator issues:
                                                                                           research.
(see Chapter 7)                                   Penetration of electronic health
                                                                                                Population health and healthcare:
                                             records: Electronic health records must
Numerators and denominators as                                                             Healthcare is only one of many
                                             either penetrate an entire geographically
necessary conditions                                                                       influences on population health. Given
                                             based population, or a truly random
                                                                                           the multitude and variety of influences
     Data derived from electronic health     subset of that population with known
                                                                                           on population health, data collected
records may prove useful for multiple        characteristics, or a non-random subset
                                                                                           through electronic health records in
purposes in addition to the clinical care    of that population with known
                                                                                           healthcare settings may not adequately
of individual patients, including            characteristics that can be linked to a
                                                                                           represent the full range of population
detecting health events and diseases for     population denominator with known
                                                                                           health and the influences on it. In
the purposes of immediate public health      characteristics.
                                                                                           addition to electronic health records,
interventions, identifying adverse events,        Data quality and completeness:
                                                                                           population health monitoring and
monitoring the quality of clinical care,     Numerator and denominator data
                                                                                           research may continue to require
and managing the provision of health         produced by electronic health records
                                                                                           collection of data from other sources
care and health care resources. But in       must meet the same professional
                                                                                           and through other mechanisms.
order for data derived from electronic       standards of validity, reliability, and
                                                                                                Structured data in electronic health
health records to be used to characterize    completeness as currently met by
                                                                                           records: Electronic health records will
the health of population, three              population health monitoring data sets
                                                                                           only be useful for population health
conditions must be met. These three          such as births, cancer incidence, and
                                                                                           monitoring and research if they contain
conditions relate to the known               population-based surveys.
                                                                                           or can yield structured data that can be
numerators and denominators needed to             Consent: Patient control of what
                                                                                           coded, classified, and statistically
produce population-based health              data are entered into electronic health
                                                                                           analyzed.
statistics.                                  records and used for population health
                                                                                                Analysis: In order to cull needed
                                             monitoring and research may adversely
1. First, electronic health records must                                                   data in the needed formats from the
                                             affect the quality and completeness of
   produce numerator data about health                                                     huge amount of data in electronic health
                                             numerator and denominator data.
   events, conditions, diseases,                                                           records, public health practitioners will
                                                  Unique patient identification: Some
   functional health status, well-being,                                                   need new technologies and
                                             form of unique identification of
   or influences on population health.                                                     methodologies.
                                             individual patients is necessary if
2. Second, denominator data must exist                                                          Cultural changes: Cultural changes
                                             electronic health records are to provide
   that describes the population in terms                                                  will need to occur among public health
                                             data for population health monitoring
   of size, geographic location, and basic                                                 practitioners, clinicians, and the public if
                                             and research. Unique patient
   demographic characteristics for the                                                     electronic health records are to be used
                                             identification could occur through
   numerator data produced by electronic                                                   for population health monitoring and
                                             numbering systems, or through
   health records. Denominators are                                                        research.
                                             algorithmic probabilistic or deterministic
   typically defined at some geographic                                                         Incentives for the adoption and use
                                             linkage of a specified set of identifier
   level in health statistics.                                                             of electronic health records: Issues of
                                             variables, or through a master patient
3. Third and finally, a match must exist                                                   providing and aligning incentives to
                                             index. To the extent that health statistics
   between the numerator and the                                                           clinicians for adopting and using
                                             extend beyond health events, diseases,
   denominator; in other words, the                                                        electronic health records for the
                                             and conditions treated through the
   numerator must be drawn from the                                                        secondary uses of population health
                                             healthcare system, unique identification
   population denominator.                                                                 monitoring and research will be even
                                             of patients rather than unique
                                                                                           more daunting than for the primary uses
    Data derived from electronic health      identification of each person in the
                                                                                           of clinical care.
records can only be useful for               population may limit the development of
population health monitoring and             population-based health statistics.

                                                                                                                                     ix
Transformative limits of electronic          + greater central coordination of the            Tipping factors maximize the
health records                                 health system.                            potential for the successful use of
                                                                                         electronic health records for population
     No single answer can be provided             Health information system enabling
                                                                                         health monitoring and research. Tipping
to questions about the potential             factors include:
                                                                                         factors include:
contribution of national strategies for
                                             + a closer relationship between the
electronic health records for population                                                 + a form of reimbursement for
                                               provision of health care information
health monitoring and research. Answers                                                    physicians that could mandate the
                                               for clinical and administrative
will depend upon at least four questions:                                                  nature, contents, and use of
                                               purposes from data sources and the
                                                                                           electronic health records, such as
1.   Does the particular data collection       conduct of population health
                                                                                           salary-based reimbursement or other
     stream include reportable diseases        monitoring;
                                                                                           systems where physicians are
     and registries, administrative health   + reduced fragmentation among
                                                                                           required to follow established
     data, or population-based surveys?        population health monitoring data
                                                                                           uniform recording protocols;
2.   Are electronic health records             collections;
                                                                                         + mandated implementation of
     envisioned as supplementing current     + clinician incentives for adopting and
                                                                                           implementation of electronic health
     data collection streams, or replacing     using electronic health records; and
                                                                                           records with mandated standards;
     current data collection streams, or     + cultural changes among clinicians
                                                                                           and
     as a data source for linkage with         supporting the use of electronic
                                                                                         + confluence of strong governmental
     current data collection streams?          health records for population health
                                                                                           leadership of the healthcare sector
3.   Do electronic health records meet         monitoring.
                                                                                           and greater governmental
     current population health
                                                  Threshold factors are factors            coordination or control of the
     monitoring criteria for data quality
                                             without which the successful use of           healthcare sector, which may be
     and completeness?
                                             electronic health records for population      promoted through the existence of a
4.   Will population-based
                                             health monitoring and research may fail.      predominant payer for healthcare or
     implementation of electronic health
                                                  A business threshold factor is the       a predominantly single payer
     records lead to new population
                                             explicit inclusion of population health       system.
     health monitoring criteria for data
                                             monitoring and research as integral
     quality and completeness, different
     from those currently employed?
                                             components of the national strategy for     Conclusions (see Chapter 7)
                                             electronic health records.
                                                  System threshold factors include            In 2006, it is still too early to
Success factors
                                             mandates within the national strategy for   ascertain the actual potential of national
     A definitive analysis identifying the                                               strategies for electronic health records
                                             electronic health records for:
factors leading to the successful use of                                                 for population health monitoring and
electronic health records for population     + integrated electronic provision of        research. With the exception of England,
health monitoring and research is not          data and integrated data flows from       the development of national strategies
possible given the current status of           diverse healthcare sources for            remains in germinal stages. Even in
national strategies for electronic health      clinical, reimbursement,                  England, implementation is in an early
records. However, this report provides         administrative, and population health     stage. An evidence base does not exist
cautious speculation—intended to               monitoring purposes;                      from which to judge how successfully
provoke discussion and debate—about          + use of structured data for electronic     national strategies for electronic health
factors maximizing the potential use of        health records;                           records can support population health
electronic health records for population     + the development of data standards         monitoring and research. As indicated
health monitoring and research.                jointly useful for clinical,              by the National Health Service
     Enabling factors increase the             reimbursement, administrative, and        Information Authority, ‘‘data needed to
likelihood of the successful use of            population health monitoring              support secondary information
electronic health records for population       purposes;                                 purposes. . . should be derivable from
health monitoring and research.              + clear definitions of the data required    data that is collected as part of the
     Health system enabling factors            to be collected for population health     operational care process. . . However,
include:                                       monitoring and clear rules for the        critical aspects of this hypothesis remain
                                               derivation of those data from             operationally untested.’’5
+ greater funding of the healthcare
                                               electronic health records; and
  system by the government;                                                                 5
                                                                                              NHS Information Authority, National Dataset
                                             + some form of unique patient
+ a low percentage of individuals                                                        Development Programme (2002 Sep). Emerging
                                               identification and the use of unique
  without health insurance; a higher                                                     dataset issues: enabling the derivation of
                                               patient identification, encrypted or      ‘‘business’’ information from electronic records.
  ratio of general practitioners to
                                               unencrypted, for all electronic           Draft 0.5 London (UK): NHS Information
  specialists; and
                                               provision of data.                        Authority: 3–4.

x
Table S.1. National strategies for electronic health records, by country: 2005
                                                                   Australia                                       Canada                                       England                                  New Zealand

     Locus of national                            HealthConnect                                  Canada Health Infoway                         National Health Service (NHS)                 New Zealand Health Information
     responsibilities                             (Department of Health and Ageing);                                                           Connecting for Health                         Service (Ministry of Health)
                                                  National E-Health Transition Authority

     Stages*                                      Design                                         Design, with broad national target dates      Implementation, with specific national        Conceptualization
                                                                                                 for implementation                            target dates

     Current status                               – Initial national strategy published in       – Initial national strategy published in      – National strategy iteratively developed     National strategy published in 2005
                                                    2004                                           2003, with updated strategy to be             since 1998
                                                  – Local pilots implemented and evaluated         published in 2006                           – Local pilots implemented and evaluated
                                                  – Locus of responsibility for national         – Strategic investments in key elements       – Implementation of electronic patient
                                                    strategy evolving                              of supporting national health information     records occurring regionally
                                                  – Key elements of supporting national            infrastructure, including: registries       – Implementation of electronic health
                                                    health information infrastructure being        (client, provider, and location),             record occurring nationally
                                                    specified, including: interoperability         interoperable electronic health record
                                                    framework, health record design,               systems, infostructure, innovation and
                                                    clinical terminologies, clinical               adoption, and public health surveillance
                                                    information, healthcare identifier, and
                                                    E-health consent

     Patient identification                       Under discussion and development, with         Under discussion and development, with        National Health Service number                National Health Index number
                                                  possibility of adaptation of elements of       emphasis on development of jurisdictional
                                                  national health insurance number               unique identifiers and inter-jurisdictional
                                                                                                 identifier

     Patient confidentiality and                  – Initial conceptualization of opt-in          Support for ‘‘lockbox,’’ enabling patients    – ‘‘Sealed envelope,’’ enabling patients to   Not ascertained from publicly
     consent                                        consent for participation in electronic      to ‘‘mask’’ information at their request        designate information not to be shared      available materials
                                                    health records                                                                               beyond their immediate clinician
                                                  – Consent options currently under                                                            – Pseudo-anonymized and anonymized
                                                    reconsideration and in development                                                           data can be shared for population
                                                                                                                                                 health monitoring

     Population health monitoring                 – Initial conceptualization of National Data   Investment in communicable disease            Secondary Uses Service implemented,           Emphasis on national data
                                                    Store of electronic health records,          surveillance as part of national strategy     with emphasis on uses of electronic           collections
                                                    enabling uses of largely de-identified                                                     health records and other data streams for
                                                    data for population health monitoring                                                      population health monitoring
                                                  – Does not appear as current priority
                                                    secondary use

     * Stages not intended to represent a continuum.
xi
Highlights

Assessing the potential of National Strategies for Electronic Health Records for
Population Health Monitoring and Research
January 2006

Why NCHS commissioned this                   What this study did                          What this study found
study                                        This study:                                       National strategies for electronic
     Healthcare costs continue to                                                         health records reflect the political,
                                             1. Reviewed national strategies for
increase. The media, the public, and                                                      healthcare, and market systems of
                                                electronic health records in Australia,
health professionals now recognize that                                                   individual countries. National strategies
                                                Canada, England, and New Zealand,
unnecessary morbidity, mortality, and                                                     for electronic health records also reflect
                                                and especially the implications of
healthcare costs resulting from adverse                                                   both technical decisions and political
                                                those strategies for population health
events and medical errors are serious                                                     judgments, which may change over
                                                monitoring by producing health
problems. The U.S. and other developed                                                    time. National strategies are developing
                                                statistics and by encouraging research
nations are adopting health information                                                   and evolving, and passing through
                                                employing health statistics. The
technology as a tool for rationalizing                                                    stages of conceptualization, design, pilot
                                                review relied on reports,
complicated healthcare systems,                                                           testing, and implementation. Only
                                                presentations, Web pages, and
improving the quality of patient care,                                                    England has moved to implementation.
                                                articles, which were publicly
moderating healthcare costs, and                                                               Population health monitoring and
                                                available before January 2006. See
reducing the incidence of adverse                                                         research, and especially health statistics,
                                                Chapters 2 and 4.
events. Electronic health records                                                         are explicitly secondary to the primary
constitute the core of health information    2. Identified the potential contribution     uses of clinical care and management in
technology. The U.S., Australia, Canada,        of national strategies for electronic     all national strategies for electronic
England, and New Zealand are all                health records for population health      health records. Only England has
developing national strategies for              monitoring and research and barriers      conceptualized, designed, and is now
electronic health records, accompanied          to achieving that potential. The          implementing the use of electronic
by substantial investments of public and        identification of the potential           health records for population health
private sector funds in implementing            contribution and barriers relied on       monitoring and research. Canada’s
those strategies.                               interviews with 96 experts in U.S.,       strategy does include communicable
     The Centers for Disease Control            Australia, Canada, England, and New       disease surveillance, but not broader
and Prevention’s National Center Health         Zealand. See Chapters 2, 5, and 6.        population health monitoring for
Statistics commissioned this report to                                                    developing health statistics.
                                             3. Delineated fundamental issues that
assess the potential contribution of                                                           This study identifies definitional
                                                must be confronted to maximize the
national strategies for electronic health                                                 issues, numerator and denominator
                                                contribution of national strategies for
records for population health monitoring                                                  issues, and overarching issues that must
                                                electronic health records to
and research. The report focuses on                                                       be evaluated in assessing the potential
                                                population health monitoring and
those types of population health                                                          of national strategies for electronic
                                                research, and especially to health
monitoring that generate health statistics                                                health records for population health
                                                statistics. See Chapter 7.
for measuring the population’s health,                                                    monitoring and research. It also
rather than those types of population             This study did not explore issues       delineates success factors that increase
health monitoring used to detect health      relating to the potential of national        the potential for those national strategies
events and diseases for the purposes of      strategies for electronic health records     to contribute to population health
immediate public health interventions.       for health event and disease detection       monitoring and research, including
                                             for the purposes of immediate public         threshold, enabling, and tipping factors.
                                             health interventions, such as case-based     Finally, this study offers a sobering
                                             surveillance, syndromic surveillance,        assessment of the barriers that must be
                                             and bioterrorism surveillance.               overcome if national strategies for
                                                                                          electronic health records can contribute
                                                                                          to population health monitoring and
                                                                                          research, and especially to health
                                                                                          statistics.

xii
Objectives
   This report assesses the potential of
national strategies for electronic health
                                                  Assessing the Potential of
records for population health monitoring and
research.
                                                  National Strategies for Electronic
Methods                                           Health Records for Population
    This study: 1. Reviewed national
strategies for electronic health records in
Australia, Canada, England, and New
                                                  Health Monitoring and Research
Zealand, through written materials available
before January 2006. 2. Identified the            by Daniel J. Friedman, Ph.D., Population and Public Health
potential of national strategies for electronic
health records for population health
                                                  Information Services
monitoring and research through interviews
with 96 experts in the U.S., Australia,
Canada, England, and New Zealand.
3. Delineated fundamental issues that must
                                                  Chapter 1.                                               collections mandates from state and
                                                                                                           federal health agencies;
be confronted to maximize the contribution
of national strategies for electronic health
                                                  Introduction                                           + multiple uses for collected data and
                                                                                                           ‘‘repurposing’’ of data integrated at
records to population health monitoring and
research.
                                                                                                           the point of data collection; and

                                                  I
                                                       nitiated in October 2004, this project            + greater utility and utilization of
                                                       builds upon two previous reports                    collected data for healthcare
Results
                                                       that portray a new landscape for                    providers, health agencies, and other
    National strategies for electronic health
records reflect the political, healthcare, and
                                                  health statistics: Shaping a Health                      analysts and users.
market systems of individual countries.           Statistics Vision for the 21st Century:
                                                  The Final Report, a joint report                            Both reports describe general
National strategies also reflect technical
decisions and political judgments. National                                                              strategies for achieving that more
                                                  developed by the National Committee
strategies are evolving, and passing through      on Vital and Health Statistics, the                    rational future, revolving around
stages of conceptualization, design, pilot                                                               conceptual and practical integration of
testing, and implementation. Only England
                                                  Centers for Disease Control and
                                                                                                         health statistics into the developing U.S.
has moved to implementation.                      Prevention’s National Center for Health
                                                                                                         national health information infrastructure
    Population health monitoring and              Statistics, and the U.S. Department of
research are secondary to the primary uses                                                               (NHII). In related articles, Detmer
                                                  Health and Human Services’ Data
of clinical care and management in all                                                                   (2003), Lumpkin and Deering (2005),
                                                  Council (Friedman, Hunter, Parrish
national strategies for electronic health
                                                  2002); and Information for Health: A                   and Lumpkin and Richards (2002) also
records. Only England has conceptualized,                                                                conceptualized the potential relationship
designed, and is implementing the use of          Strategy for Building the National
                                                  Health Information Infrastructure, a                   between health statistics and the national
electronic health records for population
health monitoring and research. Canada’s                                                                 health information infrastructure.
                                                  report released by the National
strategy includes communicable disease            Committee on Vital and Health Statistics
surveillance, but not broader population
health monitoring for developing health
                                                  (2001). The two reports describe a more                Purpose
statistics.                                       rational future for population-based
                                                                                                              The purpose of this report is to
    This study identifies definitional,           health data collection and analysis in the
numerator, denominator, and overarching                                                                  assess the potential of national strategies
                                                  U.S., distinguished by:
issues that must be evaluated in assessing                                                               for electronic health records for
the potential of national strategies for          + increased integration of presently                   population health monitoring and
electronic health records for population            distinct data collections, especially                research. The emphasis in this report is
health monitoring and research. It delineates       those in which healthcare providers                  upon those types of population health
success factors that increase the potential
for those national strategies to contribute to
                                                    now respond to different but                         monitoring typically used to develop
population health monitoring and research.          overlapping data collection mandates                 health statistics, such as population-
Finally, this study assesses barriers that          from a single state health agency;                   based registries, population-based
must be overcome if national strategies for       + decreased burden on healthcare                       surveys, and administrative health data,
electronic health records can contribute to         providers responding to data                         rather than those types of population
population health monitoring and research,
and especially to health statistics.

Keywords: Electronic health records               Author may be contacted at danieljfriedman@verizon.net or danieljfriedman@hotmail.com.
c population health c health statistics            Disclaimer: The findings and conclusions in this report are those of the author and do not necessarily
                                                   represent the views of the Centers for Disease Control and Prevention.

                                                                                                                                                    Page 1
Page 2 [ Series 2, No. 143

health monitoring used to detect health        Population health                             event, disease, condition, functional
events and diseases for the purposes of                                                      status, or well-being.
immediate public health interventions.              Kindig and Stoddart define
                                               population health as ‘‘the health
     More specifically, this report has a                                                    Denominator
fourfold purpose: first, to describe the       outcomes of a group of individuals,
current status of national strategies for      including the distribution of such                 A denominator is ‘‘the lower
electronic health records and their            outcomes within the group’’ (Kindig and       portion of a fraction used to calculate a
supporting national health information         Stoddart 2003, p. 381). Population            rate or ratio. The population. . . at risk
infrastructures in Australia, Canada,          health encompasses the level and              in the calculation of a rate or ratio’’
England, and New Zealand, especially           distribution of disease, functional status,   (Last et al., 49). Denominators represent
as those national strategies relate to         and well-being within a group (Parrish,       the population in which the particular
population health monitoring to produce        Friedman, and Hunter 2005, 18). See           aspect of population health is being
health statistics and research employing       Figure 1.1.                                   measured.
health statistics; second, to summarize
themes about the potential contributions,      Population health monitoring                  Health statistics
and barriers to those contributions, of             Population health monitoring can be           Health statistics are defined as
national strategies for electronic health      defined as the collection and analysis of     ‘‘numerical data that characterize the
records for population health monitoring       data to detect and describe changes in        health of a population and the influences
and research and barriers that emerged         the population’s health and influences        that affect its health’’ (Parrish,
from key informant interviews with             on the population’s health. See               Friedman, and Hunter 2005, 3). Health
experts in the same four countries; third      Figure 1.1. Population health monitoring      statistics are generated through
to summarize themes emerging from              can occur through either (a) intermittent     population health monitoring, and are
key informant interviews with U.S.             but regularly scheduled primary               employed for conducting population
experts; and fourth, to delineate major        collection of data (that is, data             health research. The types of population
fundamental issues in the relationship         specifically collected for the purpose of     health monitoring that typically generate
between national strategies for electronic     population health monitoring) and the         health statistics are reportable diseases
health records and population health and       analysis of those data, or (b) ongoing        and registries, administrative health data,
monitoring. This study did not explore         primary collection data and their             and population-based surveys, as well as
issues relating to the potential of national   analysis, or (c) intermittent or ongoing      nonhealth data sources (Bailey et al.
strategies for electronic health records for   secondary collection of data (that is,        2005; Iezzoni, Shwartz, and Ash 2005,
health event and disease detection for the     data not specifically collected for the       139–160; Koo, Wingo, and Rothwell
purposes of immediate public health            purpose of population health                  2005, 81–118; Madans and Cohen 2005,
interventions, such as case-based              monitoring) and their analysis. Primary       119–138). This report focuses largely on
surveillance, syndromic surveillance, and      collection of data for population health      those types of population health
bioterrorism surveillance.                     monitoring typically occurs through           monitoring that generate health statistics.
                                               registries and mandated reports of                 Population-based health statistics
Central Concepts                               diseases and population-based surveys         require both a known numerator and a
                                               (Koo, Wingo, and Rothwell 2005;               known denominator. In order to
     Central concepts utilized                 Madans and Cohen 2005). Secondary             characterize the health of a population
throughout this report are defined and         collection of data for population health      through health statistics, three
discussed here. These include                  monitoring typically occurs from              necessary conditions relating to
population health, population health           administrative health data and nonhealth      numerators and denominators must be
monitoring, population health research,        data sources (Bailey et al. 2005; Iezzoni,    met. First, numerator data must exist
health statistics, electronic patient          Schwartz, and Ash 2005).                      about a health event, condition,
records, shared electronic health                                                            disease, functional health status,
records, and national health
                                               Population health research                    well-being, or an influence on
information infrastructure. Especially                                                       population health. Second,
important for understanding this                    Population health research is            denominator data must exist that
report’s discussions of developments           research on population health or those        describe the population in terms of its
in Australia, Canada, England, and             factors that affect population health.        size, its geographic location, and its
New Zealand are the distinctions                                                             basic demographic characteristics.
between electronic patient records and         Numerator                                     Third and finally, a match must exist
shared electronic health records                                                             between the numerator and the
described below. Additional definitions             A numerator is ‘‘the upper portion
                                               of a fraction, used to calculate a rate or    denominator; in other words, the
of terms and acronyms are provided in                                                        numerator must be drawn from the
the Glossary.                                  a ratio’’ (Last et al., 126). Numerators
                                               represent the aspect of the population’s      population denominator.
                                               health being measured, such as a health
Series 2, No. 143 [ Page 3

Figure 1.1. Influences on the population’s health

SOURCE: Parrish RG, Friedman DJ, Hunter EL (2005). Defining health statistics and their scope. In: Friedman DJ, Hunter EL, Parrish RG (editors), Health Statistics:
Shaping Policy and Practice to Improve the Population’s Health. New York: Oxford University Press; 18.

Electronic patient records (EPRs)                         shared or interoperable across providers                  The definition of electronic health
                                                          and provider sites. As described by the                   record used in this report assumes that
     This report adopts the definition of                 Institute of Medicine, by the National                    they are interoperable and capable of
electronic patient records used by the                    Health Service, and by numerous other                     being shared across healthcare providers
United Kingdom’s National Health                          sources, the electronic patient record can                and provider sites.1 This report deals
Service in its Information for Health:                    include a wide range of functionalities                   principally with national strategies for
the ‘‘’Electronic Patient Record’                         in support of the direct provision of care                electronic health records and supporting
describes the record of the periodic care                 (Brennan 2005, 67–70; Institute of                        national health infrastructures (defined
provided mainly by one institution’’                      Medicine 2003, 7–12).                                     below).
(NHS Executive 1998 Sep, 25). In other                                                                                   This report seeks to synthesize the
words, as used here in contrast to the
                                                          Electronic health records                                 perspectives of almost one hundred
shared electronic health record described                                                                           experts in five countries. As the report
immediately below, the electronic                         (EHRs)
                                                                                                                    describes, the definition of electronic
patient record is the desktop record                           For the purposes of this report,                     health records differs across these
utilized by the clinician in providing,                   electronic health records are defined as                  countries. In extracting common themes
managing, and recording care for                          an electronic repository of patient-
individual patients. Also in contrast to                  centric data that are identifiable,                          1
the shared electronic health record                       longitudinal and preferably life-long,                        ‘‘In healthcare, interoperability is the ability of
(defined below), the electronic patient                                                                             different information technology systems and
                                                          cross-provider, cross-provider site, and                  software applications to communicate, to exchange
records can be specific to an individual                  cross the spectrum of healthcare,                         data accurately, effectively, and consistently, and
healthcare provider or an individual                      including primary care, acute hospital                    to use the information that has been exchanged’’
healthcare provider site, or it can be                    care, long-term care, and home care.                      (National Alliance for Health Information
                                                                                                                    Technology [hp]).
Page 4 [ Series 2, No. 143

across countries from interviews with        Health Information Technology in its           but, more importantly, values, practices,
those informants and in identifying          ‘‘The Decade of Health Information             relationships, laws, standards, systems,
fundamental factors across countries         Technology: Delivering Consumer-               and applications that support all facets
enabling the use of electronic health        centric and Information-rich                   of individual health, healthcare, and
records for population health monitoring     Healthcare’’, and by Amatayakul in her         public health. It encompasses tools such
and research, this report will use a         Electronic Health Records: A Practical         as clinical practice guidelines,
definition of electronic health records      Guide for Professionals and                    educational resources for the public and
used throughout this report is similar to    Organizations (Amatayakul 2004, 1–4;           health professionals, geographic
the definition posited by the                Institute of Medicine 2003, 7–12;              information systems, health statistics at
International Standards Organization         Thompson and Brailer 2004 Jul 21, 37).         all levels of government, and many
Technical Committee 215 in its ‘‘Health           It is essential to realize that ‘‘there   forms of communication among users’’
Informatics—Electronic health                is as yet no one internationally accepted      (National Committee on Vital and
record—definition, scope, and context’’,     definition of the electronic health            Health Statistics 2001, 1). As initially
in which it the electronic health record     record’’ or the electronic patient record      conceptualized by the NCVHS, the
for integrated care (ICEHR) is described     (Standards Australia 2005, v, 4). Many         national health information infrastructure
as ‘‘a repository of information             different terms describing systematic          includes three main dimensions: the
regarding the health status of a subject     electronic record keeping for patient          healthcare provider, population health,
of care in computer processable form,        information have been used at different        and personal health dimensions
stored and transmitted securely, and         times and in different countries by            (National Committee on Vital and
accessible by multiple authorised users.     different authors and different                Health Statistics 2001, 14–16). These
It has a standardized or commonly            organizations (Brailer 2003 Oct, 7;            dimensions can also be seen as different
agreed logical information model which       DeVault, Fischetti, Spears 2005, 4;            ‘‘views.’’ The three dimensions can be
is independent of EHR systems. Its           Schloeffel 2004 Sep 1). Some                   extended and re-conceptualized to
primary purpose is the support of            definitions are broad and general (for         include others dimensions or views,
continuing, efficient and quality            example, see: Canadian Institute for           such as research, public health,
integrated healthcare and it contains        Health Information [hp] Partnership for        healthcare delivery, and personal health
information which is retrospective,          Health Information Standards, Glossary         management (Detmer 2003).
concurrent, and prospective’’ (ISO TC        of Terms; CEN/TC 251; Wyatt and Liu                 This report uses a narrower,
215/WG 1 2004 Jul 29; Schloeffel             2002). Other definitions include detailed      component-based definition of national
2004). The definition is also similar to     functionalities (for example, see:             health information infrastructures,
that posited by the United Kingdom’s         DeVault, Fischetti, Spears 2005). When         focusing on electronic health records,
National Health Service in Information for   comparing definitions of electronic            often built upon electronic patient
Health: the EHR ‘‘is used to describe the    patient records and electronic health          records, and shared through inter­
concept of a longitudinal record of          records, it is essential to focus on the       operability, electronic connectivity,
patient’s health and healthcare—from         attributes described in the particular         common standards for coding and
cradle to grave. It combines both the        definitions rather than assuming that          classification, nomenclature, and
information about patient contacts with      commonalities exist between definitions        messaging. Paraphrasing the NCVHS, a
primary healthcare as well as subsets of     of electronic patient records or               national health information
information associated with the outcomes     electronic health records from different       infrastructure, as defined for the
of periodic care held in the EPRs’’ (NHS     sources (National Committee on Vital           purposes of this report, refers to the
Executive 1998 Sep, 25; see also Brennan     and Health Statistics 2005 Sep 9).             technologies, relationships, laws,
2005, 81–3).                                                                                standards, systems, and applications that
     The definition of electronic health     National health information                    support the development,
records employed in this report does not     infrastructure (NHII)                          implementation, and dissemination of
necessarily include the actual desktop                                                      electronic health records.
electronic record used by clinicians for          In Information for Health: A
direct care functions such as care           Strategy for Building the National
management, clinical decision support,       Health Information Infrastructure, the
and operations management and                National Committee on Vital and Health
communication (DeVault, Fischetti,           Statistics (NCVHS) described ‘‘the heart
Spears 2005 Nov, 8). As such, the            of the vision for the NHII . . . [as]
definition of electronic health records      sharing information and knowledge
used in this report differs from some        appropriately so it is available to people
other definitions of electronic health       when they need it to make the best
records, such as those of the Institute of   possible health decisions’’ (National
Medicine in its ‘‘Key capabilities of an     Committee on Vital and Health Statistics
electronic health record system’’, by the    2001, 1). According to the NCVHS,
Office of the National Coordinator for       ‘‘the NHII includes not just technologies
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