Objectives:
Web-based applications have been developed that allow patients to enter
their own information into secure personal health records. These
applications are being promoted as a means of providing patients and
providers with universal access to updated medical information. The
authors evaluated the functionality and utility of a selection of
personal health records.
Design: A
targeted search strategy was used to identify eleven Web sites promoting
different personal health records. Specific criteria related to the
entry and display of data elements were developed to evaluate the
functionality of each PHR. Information abstracted from an actual case
was used to create a series of representative PHRs. Output generated for
review was evaluated to assess the accuracy and completeness of
clinical information related to the diagnosis and treatment of specific
disorders.
Results: The PHRs selected
for review employed data entry methods that limited the range and
content of patient-entered information related to medical history,
medications, laboratory tests, diagnostic studies, and immunizations.
Representative PHRs created with information abstracted from an actual
case displayed varying amounts of information at basic and comprehensive
levels of representation.
Conclusions:
Currently available PHRs demonstrate limited functionality. The data
entry, validation, and information display methods they employ may limit
their utility as representations of medical information.
Consumer advocates have raised concerns about the
extent to which decentralization of health care has led to the dispersal
of personal medical information.1–3
Recognizing that increased mobility and managed care restrictions may
drive patients to seek care from different providers, some advocates
have recommended that patients adopt a proactive stance toward
collecting and organizing their own medical information.4,5
Until recently, efforts directed at providing patients with approaches
to this task have promoted document organization systems and specialized
software applications. Document organization systems provide patients
with templates and binders to store copies of medical records.6
Software applications allow patients to enter information abstracted
from medical records into files stored on personal computers.7
Recently,
a number of Web-based applications have been developed as resources to
provide patients with secure access to personal medical information.8–10
Configured along the lines of standard provider-entered records, these
personal health records (PHRs) allow patients to directly enter
information about their own diagnoses, medications, laboratory tests,
diagnostic studies, and immunizations. Host sites use this information
to generate records that can be displayed for review or transmitted to
authorized receivers (Figure 1).
Figure 1
WellMed Personal Health Record screen displaying current and past medication information
Versions
of these records are being promoted by a number of different consumer
health care Web sites. Although a few have been set up by nonprofit
organizations, most have been developed as commercial ventures. While
initial revenue models were based on sales of advertising, current
business strategies aim to use PHRs to provide laboratory, prescription,
and billing information to designated providers.11 One prominent commercial site recently reported enrollment of 10,000 active users based in the United States.12
Most
PHRs in current use are designed to serve as static repositories for
personal medical information. Advertisements depict hypothetical
situations in which access to a centralized record might help patients
relate accurate histories during clinical encounters, check for drug
interactions when filling new prescriptions, or avoid unnecessary
duplication of laboratory tests and diagnostic studies.13 Promotional materials place a particular emphasis on the potential use of PHRs in emergency situations.14
In circumstances in which a patient might be incapacitated or unable to
provide a history, providers could access an updated PHR to obtain
critical information about allergies, medications, and diagnoses.15 A few PHRs are being promoted as resources to guide self-monitoring and disease management.16,17
To
date, there have not been any studies evaluating the accuracy or
utility of medical records generated using patient-entered information.12
One pilot study focused on evaluating the performance of a Web-based
application designed to collect verifiable patient-entered information
detailing family health histories.18
A few studies have evaluated the utility of patient-held summaries of
institutional records, documenting significant improvements in levels of
compliance with monitoring protocols and immunization schedules.19–22
A number of recent initiatives have focused on the development of
resources targeted to provide patients with direct online access to
their own institutional records.23–25
One recent study reviewed a selection of PHRs with a specific focus on
features that might affect their utility as resources for critical care,
noting significant problems with provisions for emergency access and
storage of digitized images.26
In
an effort to carry out an assessment of these untested resources, we
adopted a systematic approach to evaluate the functionality and clinical
utility of a selection of currently available PHRs.
Methods
Our
assessment was carried out in three phases. The first phase focused on
the identification and selection of candidate PHRs. The second phase
focused on the development of criteria related to the entry and display
of data elements that would need to be met for PHRs to serve as adequate
representations of information. These criteria were used to evaluate
the functionality and utility of a selected group of PHRs during the
third phase of our assessment.
Identification and Selection of Candidate Personal Health Records
We performed a search to identify sites promoting PHRs.
Entered search terms included combinations of the words “patient,”
“own,” “online,” “personal,” “health,” “medical,” and “record.” We
explored identified sites in detail, following links from articles,
specialty guides, commercial sites, and personal Web pages to locate
sites providing access to PHRs. We identified 19 independent sites
promoting different versions of PHRs. We excluded four of these sites
from consideration because of their narrow focus on specific diseases.
We excluded two additional sites because of their connections to disease
management programs. We also excluded a site that provided access to a
hospital information system. Twelve remaining sites were selected for
review (Table 1).
During the course of our evaluation, we opted to exclude one of these
sites because of recurrent problems encountered while trying to
establish and maintain access.
Table 1
Personal Health Records
| Web Site | Record | URL |
| Dr. I-Net | My Medical Record | www.aboutmyhealth.com |
| HealthCompass | Lifelong Health Record | www.healthcompassnet.com |
| MedicalEdge | Medical Registry | www.medicaledge.com |
| MedicalRecord.com | Your Medical Record | www.medicalrecord.com |
| MedicData | MedicData | www.medicdata.com |
| Medscape AboutMyHealth | Personal Health Record | www.aboutmyhealth.com |
| myhealthnotes.com | Personal Health Manager | www.myhealthnotes.com |
| PersonalMD | My Medical Records | www.personalmd.com |
| TheDailyApple | Health Records | www.thedailyapple.com |
| VistaLink | Health Profile | www.vistalink.com |
| WebMD | My Health Record | www.webmd.com |
| WellMed | Health Record | www.wellmed.com |
Development of Criteria
We identified five prospective functions of PHRs, based on
our survey of aggregate claims appearing in advertising and promotional
materials (Table 2).
To establish a basis for systematic evaluation, we identified specific
criteria that would need to be met for a given PHR to perform each of
these functions. Given the lack of professional oversight in the
creation of PHRs, most of these criteria outlined requirements for
accurate entry of information and verification of reported test and
study results. Other criteria outlined requirements for the provision of
different routes of access, links to consumer health care information,
functions to process and interpret information, and functions to provide
secure communication between patients and providers. We identified
specific data elements that would need to be included in a PHR to
fulfill each of these requirements.
Table 2
Criteria for Evaluation of Functionality
| Function | Requirements |
| Providing Web-based access to personal medical information | ▪ Secure password-protected patient access |
| ▪ Capacity to provide authorized provider access | |
| ▪ Capacity to provide directed emergency access | |
| Providing an organized summary of personal medical information for presentation to health care providers | ▪ Accurate entry of past and current medical conditions, including information about diagnosis and treatment |
| ▪ Accurate entry of past and current medications, including information about indication, dose, frequency, and duration | |
| ▪ Verification of laboratory test results | |
| ▪ Verification of diagnostic study results | |
| ▪ Verification of immunizations, including information about dates and sequences | |
| Serving as a portal to patient-specific consumer-level health care information | ▪ Accurate entry of medical conditions |
| ▪ Accurate entry of medications | |
| ▪ Capacity to provide links to consumer health care information | |
| Providing interpretive information about laboratory test and diagnostic study results | ▪ Accurate entry of medical conditions |
| ▪ Accurate entry of medications | |
| ▪ Verification of laboratory test results | |
| ▪ Verification of diagnostic study results | |
| ▪ Capacity to interpret laboratory test and diagnostic study results | |
| Serving as a database of information for patient-specific self-monitoring and disease management | ▪ Accurate entry of medical conditions |
| ▪ Accurate entry of medications | |
| ▪ Verification of monitoring study results | |
| ▪ Capacity to interpret monitoring study results | |
| ▪ Capacity to provide evaluation and treatment recommendations | |
| ▪ Capacity to provide secure communication between patients and providers |
Evaluation of Functionality and Utility
Our evaluation of the functionality of each PHR focused on
testing different routes of access while documenting and characterizing
representations of specific data elements in each category of required
information (Table 3).
To evaluate the functionality of each site, we generated representative
PHRs using a standard profile of information. We identified six
categories of required information that fell under general headings of
personal information, medical history, medications, laboratory tests,
diagnostic studies, and immunizations. We entered requested information
without any truncation or omission, documenting the data-entry methods
used to enter each type of information. Completed PHRs were printed for
review. If a summary version was available for electronic transmission,
it was relayed and printed for review.
Table 3
Functionality of Personal Health Records
| Web Site* | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 |
| Access: | |||||||||||
| Password-protected patient access | X | X | X | X | X | X | X | X | X | X | X |
| Authorized provider access | X | X | X | X | |||||||
| Directed emergency access | X | X | X | X | X | X | |||||
| Medical conditions: | |||||||||||
| Verification | X | ||||||||||
| Distinction between past and current | X | X | X | ||||||||
| Diagnosis | X | X | X | X | X | X | X | X | |||
| Treatment | X | X | X | X | X | ||||||
| Links | X | ||||||||||
| Medications: | |||||||||||
| Verification | |||||||||||
| Distinction between past and current | X | X | X | X | |||||||
| Indication | X | X | X | ||||||||
| Dose | X | X | X | X | X | X | X | X | |||
| Frequency | X | X | X | X | X | X | |||||
| Duration | X | X | X | X | X | ||||||
| Links | X | ||||||||||
| Laboratory tests: | |||||||||||
| Verification | X | X | X | ||||||||
| Results | X | X | X | X | X | X | X | X | X | ||
| Interpretation | X | ||||||||||
| Links | X | X | |||||||||
| Diagnostic tests: | |||||||||||
| Verification | X | X | |||||||||
| Results | X | X | X | X | X | X | |||||
| Interpretation | |||||||||||
| Links | X | ||||||||||
| Immunizations: | |||||||||||
| Verification | |||||||||||
| Results | X | X | X | X | X | X | X | X | X | ||
| Interpretation | X | X | X | ||||||||
| Links | X |
To evaluate the clinical utility of the PHRs selected for
review, we used objective information abstracted from an actual test
case to generate a series of representative PHRs. We reviewed the output
of each PHR to document the extent to which it accurately and
completely presented diagnostic and therapeutic information.
The case selected for this purpose represented a patient
seen in consultation for a thyroid condition. The initial referral had
been prompted by identification of possible hyperthyroidism ascribed to
Graves' disease. Subsequent evaluation revealed an extensive history
incorporating a prior diagnosis of hepatitis C infection, immunization
against hepatitis A and hepatitis B, treatment with ribavirin and
interferon-alpha, development of autoimmune thyroiditis precipitated by
interferon-alpha, and eventual progression to a state of persistent
hypothyroidism.27,28
This case presented a number of considerations that would
test the limits of any representation of medical information. Each
diagnosis represented a chronic condition requiring specific treatment
with an oral or subcutaneously injected medication. Clinical evaluation
was based on a range of laboratory tests and radiographic studies used
to establish diagnoses and monitor treatments. Specific indices
reflected a transition from a hyperfunctioning condition to a
hypofunctioning condition, prompting a change in diagnosis with
alteration of therapy. Treatment of one of the conditions included
specific immunizations, one of which was administered as a series of
injections.
Outpatient chart records related to this case covered a
span of 19 months. After reviewing these records, we abstracted relevant
data elements from clinic notes and test reports to generate a standard
profile of information. This information was entered along with a
profile of anonymous personal information to generate a series of
representative PHRs. In the course of entering medical history
information, we elected to use the term “Graves' disease” in place of
“autoimmune thyroiditis,” since Graves' disease was more likely to
appear on pick lists of diagnoses. The PHRs that were generated were
checked for accuracy before completed versions were printed for review.
Our evaluation of the utility of each PHR focused on a
stratified assessment of output presented for display from a clinical
perspective. In an effort to establish rigorous criteria for evaluation,
we opted to review this output from the standpoint of different
providers who might be presented with a PHR as a summary of a patient's
medical history. To provide a balanced view with regard to different
levels of complexity, we elected to evaluate each PHR at two distinct
levels of representation.
At a basic level, we reviewed the output of each PHR to see
if it provided the minimum amount of information a primary care
provider would need to manage a simple problem based on the results of
objective laboratory tests. Our evaluation at this level focused on the
identification of essential data elements related to the diagnosis and
treatment of persistent hypothyroidism (Table 4).
At a more comprehensive level, we reviewed the output of each PHR to
see whether it provided the minimum amount of information a consulting
subspecialist would need to accurately trace the course of events
contributing to a complete clinical history. Our evaluation at this
level focused on the identification of essential data elements related
to the diagnosis of hepatitis C infection, subsequent treatment with
interferonalpha, and the emergence of complications associated with the
development of autoimmune thyroiditis (Table 4).
To set reasonable limits, we excluded additional tests that might be
indicated to eliminate different causes of hepatitis. We also excluded
quantitative hepatitis C RNA results that might be used to guide the
treatment of hepatitis C infection, as documented values were not
available at the time the PHRs were generated.29
Table 4
Clinical Utility of Personal Health Records
| Web Site* | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 |
| Basic level: | |||||||||||
| Diagnostic elevated TSH and low T4 | X | X | X | X | X | ||||||
| Decline in TSH indicating response to therapy | X | X | X | X | |||||||
| Current levothyroxine dose | X | * | X | † | X | X | X | X | X | ||
| Comprehensive level: | |||||||||||
| Diagnosis of hepatitis C infection | |||||||||||
| Elevated transaminases | X | X | X | X | X | ||||||
| Hepatitis C antibodies | X | X | X | X | X | ||||||
| Treatment with interferon-alpha | |||||||||||
| Liver biopsy results | X | X | X | X | X | ||||||
| Interferon-alpha regimen | X | X | X | † | X | X | |||||
| Hepatitis A immunization | X | † | X | X | X | X | X | X | |||
| Hepatitis B immunization | ‡ | † | ‡ | X | X | ‡ | X | ‡ | |||
| Diagnosis of interferon-alpha-associated autoimmune thyroiditis | |||||||||||
| Suppressed TSH, elevated T4 | X | X | X | X | X | ||||||
| Thyroid scan results | X | X | X | X | X | ||||||
| Timing relative to treatment | X |
Results
Functionality
Access
Each of the 11 sites displayed explicitly stated privacy
and security policies at the point of registration. Each site provided
password-protected access to entered information, with one requiring
entry of an additional identification phrase. Four sites provided
authorized physicians with password-protected access to viewable
summaries of entered information.
Seven sites provided emergency access to patients'
information. Three of these sites allowed patients to create a wallet
card listing a URL along with an identification phrase. In an emergency
situation in which a patient might be incapacitated or unable to relate a
history, providers would be able to use the information on this card to
access a viewable summary of a patient's PHR. Two sites allowed
patients to transmit a printable summary of a PHR to a designated fax
number, although neither elaborated a mechanism that would enable
providers to receive this information if a patient were completely
incapacitated.
Personal Information
Each site allowed patients to enter personal contact
information that typically included a current home address, home phone
number, work phone number, cellular phone number, fax number, and e-mail
address. Each site also allowed patients to enter information for an
individual designated as a primary emergency contact, with seven sites
allowing patients to enter information for a secondary emergency
contact.
Each site allowed patients to enter contact information for
a designated primary physician, with nine sites allowing patients to
enter contact information for other physicians. Ten sites allowed
patients to enter insurance coverage information.
Medical History
Each site used a different method to guide patients through
the process of entering information related to medical conditions.
Eight sites directed patients to select conditions from categorized
lists. These lists varied widely in content and organization. Most
included examples of nonspecific symptoms, general systemic disorders,
and specific etiologic diagnoses. In most cases, entry was limited to
simple identification, although there were a few notable examples. One
site generated an extensive list of subcategories for each condition
based on a keyword search using a metathesaurus. Two sites prompted the
entry of condition-specific information related to associated symptoms,
etiology, diagnosis, and treatment. Sites that did not make use of lists
relied on free-text entry.
The range of descriptive information requested for each
medical condition was limited. Eight sites asked patients to enter the
date of onset of each medical condition, four asked about the physician
or provider responsible for treating each condition, and three asked
about the actual treatment prescribed for each condition.
Medications
Three sites directed patients to select medications from
lists, with two generating listings based on keyword searches. Sites
that did not make use of lists relied on free-text entry. A wide range
of descriptive information was requested for each medication. Ten sites
asked patients to enter the prescribed dose for each medication, seven
asked about the frequency of administration, and five asked about
starting dates for each medication. Four sites asked about the pharmacy
that issued each medication, four asked about the provider responsible
for prescribing each medication, and three asked whether each medication
was a past or current prescription.
Laboratory Tests
Nine sites allowed patients to enter information about
laboratory tests. Two sites were set up to import results from outside
sources, although only one was fully functional at the time of review.
Six sites directed patients to select laboratory tests from lists. Sites
that did not make use of lists relied on free-text entry. A limited
range of descriptive information was requested for each laboratory test.
Six sites asked patients to enter a date and result for each test.
Results were entered as free text without quantification of units or
reference ranges. Only one site asked patients to identify the provider
responsible for ordering each test.
Diagnostic Studies
Four sites allowed patients to enter information about
diagnostic studies. One site directed patients to select diagnostic
studies from a list, whereas the others relied on free-text entry. All
four sites asked patients to enter a date and result for each study.
Results were entered as free text. Only one site asked patients to
identify the provider responsible for ordering each study.
Immunizations
Each site allowed patients to enter information related to
immunizations. Seven sites directed patients to select different types
of immunizations from lists, whereas the others relied on free-text
entry. Nine sites asked patients to enter a date for each immunization.
Three sites allowed patients to indicate whether a specific dose was
part of a series. Three sites asked patients to identify the provider
responsible for administering each immunization. None of the sites
requested any information about specific antibody titers.
Utility
At a basic level of representation, 5 of the 11 PHRs
selected for review incorporated all the data elements needed to manage a
simple problem based on the results of objective laboratory tests. Two
of these sites were plagued by technical problems that hampered the
display of medication information. One was unable to express doses of
prescribed medications in micrograms or fractions of milligrams, whereas
the other failed to display any values at all. One PHR that relied on
the importation of laboratory test results from an outside source was
unable to display the full range of results entered in its profile. Four
of the remaining PHRs presented accurate medication information without
any associated test results. One PHR failed to incorporate any of the
essential data elements.
At a more comprehensive level of representation, only 1 of
the 11 PHRs selected for review incorporated all the elements needed to
provide a complete clinical history. Each of the others was missing at
least one critical element. The most uniformly represented elements were
listings of immunizations that appeared in designated profiles. Nine
PHRs included listings that reported hepatitis A and hepatitis B
immunizations, although only four allowed for specification of doses in a
series. Five PHRs incorporated complete sets of laboratory test and
diagnostic study results, including scanned or entered summaries of
biopsy and radiographic study reports. Six PHRs documented a history of
treatment with interferon-alpha. Only one PHR included temporal
information that linked treatment with interferon-alpha to the
development of autoimmune thyroiditis.
Discussion
Overall, the
patient-entered PHRs we selected for evaluation demonstrated limited
functionality. At a basic level, each site did manage to provide
Web-based access to personal medical information. A minority of these
sites extended this capacity to provide access to information in
emergency situations. This finding was surprising in light of the
emphasis placed on this mode of access in the promotion of these
applications.
Many of the functions we evaluated were
compromised by limitations related to the process of data entry and
validation. Each site required patients to select entries from lists or
to type information into text fields without much in the way of guidance
or explanation. There were no mechanisms to direct patients through the
process of selecting appropriate diagnoses. None of the sites provided
any directions to help guide patients through the process of abstracting
relevant information from prescription labels or test reports. Even
simple functions that might ensure greater accuracy, such as
spell-checking typed entries or identifying normal dose and reference
ranges, were notably lacking. With few exceptions, there were no systems
to verify information abstracted from test and study reports. Limited
ranges of descriptive information further compromised entries that might
be called into question.
Evaluation from a clinical
perspective using the example of a test case demonstrated that the PHRs
we selected for review provided varying representations of information
at increasing levels of complexity. Given the range of information that
could be entered, it was surprising that most of these records failed to
include the basic data elements needed to manage one of the simpler
problems encountered in outpatient medicine. Evaluation at a
comprehensive level demonstrated that any inherent deficiencies of
representation became magnified in proportion to the number of data
elements included in a clinical history. Those PHRs that included
listings of information kept different elements segregated in discrete
sections without problem-based integration. Actual use of information in
clinical practice would require abstraction and rearrangement of
elements to provide context for analysis.
The criteria
for evaluation outlined in this review set high standards for accuracy
and validation. Questions might arise as to whether patient-oriented
applications need to be this exacting. Although PHRs may primarily be
viewed as an extension of the technologic capacity of the Internet, in
truth they appear to embody a new representation of medical information.
Despite claims that point to their potential for use in tracking and
guiding personal health care, their status as an informational resource
is yet to be defined.
When held to the rigorous
standards of provider-entered records, PHRs reveal deficiencies and
limitations that cast doubt on whether they will ever be able serve as
effective primary resources. Of principal concern is the fact that the
entire process of data entry assumes that individuals can accurately
categorize and prioritize their own medical information. No documented
studies have examined the question of whether this strategy is feasible
or efficacious.
Additional concerns may be raised by the
potential for misrepresentation of patient-entered information. Most
currently available PHRs are organized along the lines of standard
provider-entered charts. Lists presented for selection use standard
medical terminology to describe diagnoses, medications, and laboratory
tests. Printed summaries convey an air of medical sophistication. In
many respects they appear to be indistinguishable from standardized
records used by service agencies and chronic care facilities. There are
no signifiers that indicate that the information presented is entirely
patient-entered. This lack of distinction raises the serious issue of
whether printed summaries of PHRs may be mistaken for provider-entered
records.
Strategies to improve performance may vary,
depending on the intended uses of future applications. If PHRs are
scaled back to provide limited medical history and prescription
information, efforts might focus on methods of registering information.
At one extreme, providers might be asked to work with patients to
supervise the creation of individual profiles. Other approaches might
focus on abstraction of information from billing records or pharmacy
databases. If PHRs continue to be promoted as entities that mirror the
full content of standard institutional records, challenges for
refinement will be much greater. At a basic level, patients will need to
be guided through the process of sorting through information to
determine which elements warrant inclusion. Methods will need to be
developed to verify the accuracy of entered information. Logical
approaches might focus on optimizing user interfaces to increase
accuracy.
The approach we adopted in completing this
assessment had certain limitations. Our evaluation of clinical utility
was based on a single test case that focused on specialized domains of
endocrinology and hepatology. In an effort to overcome the limitations
of this approach, output was stratified and analyzed at different levels
of representation to reflect the concerns of primary care providers and
medical subspecialists.
Questions might arise as to
whether information entry performed by a clinically experienced operator
provided a realistic simulation of the prospective use of these
applications by real patients. Our goal in adopting this approach was
directed toward optimizing the accuracy and efficiency of information
entry to provide a reliable standard for comparison of representations
of data elements. This may have led to overestimation of the
functionality of these applications, since the accuracy of information
entered by real patients would probably vary to a greater extent with
differing levels of knowledge and experience.
Further
research should focus on the evaluation of test cases explicitly limited
to the entry of data elements that patients are likely to be able to
self-report with acceptable degrees of accuracy. It remains to be seen
whether PHRs generated by real patients can provide enough reliable
information to serve as basic representations of medical information.
Conclusion
The data
entry, validation, and information display methods employed by currently
available PHRs may limit their ability to serve as adequate
representations of medical information for use in clinical practice.
Future development of PHRs should be guided by patient-oriented research
targeted to evaluate the performance and usability of evolving
applications.
- American Medical Informatics Association