A panel of experts discussed the evidence base of telehealth, including what is really known, the barriers to creating evidence, the challenges of study designs, and how to translate the evidence base into policy changes and changes in standards of care. The following sections reflect the individual speaker’s comments and reflections.
Elizabeth Krupinski, Ph.D.
University of Arizona
A huge body of literature and evidence for telemedicine already exists, and not just in the telemedicine-specific journals. Figure 8-1 shows a classic pyramid of the hierarchy of evidence (based in part on their importance and relevance) and the types of studies that one can conduct. At the top are systematic reviews and meta-analyses. Under that are best evidence, evidence guidelines, and evidence summaries, which can only appear as the body of evidence evolves because scientifically sound studies are needed to create these kinds of standards. Below this, there are essentially two categories for study designs: experimental and observational (see Box 8-1). In experimental studies, the primary investigator assigns and chooses the test intervention (e.g., telemedicine versus no telemedicine), there is always a control or a comparison group, and the subjects are allocated randomly. With observational studies, the primary investigator studies the people and the exposures in situ. A control or comparison group may or may not be a
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8
Current Evidence Base
A panel of experts discussed the evidence base of telehealth, including
what is really known, the barriers to creating evidence, the challenges of
study designs, and how to translate the evidence base into policy changes
and changes in standards of care. The following sections reflect the indi-
vidual speaker's comments and reflections.
CURRENT RESEARCH BASE
Elizabeth Krupinski, Ph.D.
University of Arizona
A huge body of literature and evidence for telemedicine already exists,
and not just in the telemedicine-specific journals. Figure 8-1 shows a classic
pyramid of the hierarchy of evidence (based in part on their importance
and relevance) and the types of studies that one can conduct. At the top
are systematic reviews and meta-analyses. Under that are best evidence,
evidence guidelines, and evidence summaries, which can only appear as the
body of evidence evolves because scientifically sound studies are needed
to create these kinds of standards. Below this, there are essentially two
categories for study designs: experimental and observational (see Box 8-1).
In experimental studies, the primary investigator assigns and chooses the
test intervention (e.g., telemedicine versus no telemedicine), there is always
a control or a comparison group, and the subjects are allocated randomly.
With observational studies, the primary investigator studies the people and
the exposures in situ. A control or comparison group may or may not be a
61
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62 THE ROLE OF TELEHEALTH
SR/MA
BE, EG, ES
RCT
Clinical trials, cohort
Case control, case series
Case study/report
Animal, in vitro studies
Expert opinion, editorials
FIGURE 8-1 Hierarchy of evidence.
NOTE: The following acronymsFigure 8-1.eps
are used for spacing purposes: SR is systematic
review, MA is meta-analysis, BE is best evidence, EG is evidence guidelines, and ES
is evidence summaries.
SOURCE: Reprinted with permission, Elizabeth Krupinski (2012).
part of the study design, which is why some people consider observational
studies to be a little less reliable than experimental studies, but that is not
necessarily the case. RCTs and observational studies (with a control or
comparison group) both have advantages and disadvantages, and in the
long run, both are valid and have been used in many telemedicine studies.
Observational studies without a control or comparison group are generally
considered less rigorous.
Each of these types of studies serves a different purpose. Although the
RCT is the gold standard and there should be more of these, other viable
alternatives are being used in traditional medicine as well, so there is no
reason why these other study designs should not be used and have the same
impact in telemedicine as occurs in the rest of medical care.
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CURRENT EVIDENCE BASE 63
BOX 8-1
Experimental and Observational Studies
Experimental Studies Observational Studies
· Randomized controlled trials With a control or comparison group:
· Community trials
· Lab trials · Analytic study
· Case control study
· Cohort study
Without a control or comparison group:
· Descriptive study
· Correlational study
· Case series
· Case report
· Cross-sectional study
Randomized Controlled Trials
There is much disagreement about whether RCTs are needed for tele-
medicine. The strengths of RCTs include the randomization and the fact
that they are typically prospective studies. One of the main goals of RCTs
is to eliminate, or at least minimize, the different types of biases. Gener-
ally, RCTs seek to falsify a hypothesis (rather than confirm). Also, RCTs
allow for meta-analysis because of the quantitative data that are collected.
Weaknesses include that RCTs are expensive and time consuming, and
randomization can be impractical. There may be ethical issues related to
withholding a potentially beneficial treatment. For telemedicine, a double-
blind study is nearly impossible, which may or may not be important.
Cohort Studies
Cohort study strengths include that the same characteristic is measured
in two different groups. Typically, the groups differ in only one parameter--
for telemedicine this would be the use of the technology versus traditional
care. Eligibility and outcome assessments are usually standardized. The
weaknesses are that these studies are observational, and they are often not
randomized. For example, patients may be placed into a group based on a
characteristic such as the presence of Internet connectivity in their homes,
which may introduce some bias.
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64 THE ROLE OF TELEHEALTH
Cross-Sectional Studies
Cross-sectional studies are rife in the medical literature, yet they are of-
ten criticized in telemedicine as being not rigorous enough. Cross-sectional
studies are based on interviews, surveys, or study. The data are collected
at a single point in time from a representative sample. This can be difficult
for telemedicine because the impact of telemedicine will mostly occur in
the long run, but a lot of valuable information can be collected here as
well. Sometimes the data collection relies on history or recall, which may
introduce bias. Typically, these studies establish associations rather than
causality, but are very useful for developing future research in the field.
Case Studies and Case Series
Case studies and case series are a little less rigorous, but still informa-
tional. A case study is a description of a single case, such as how some-
thing impacted an individual in a unique manner. These studies typically
describe rare events, early trends, or unusual manifestations or responses.
Case studies are especially useful because they are the stories that are used
when trying to educate and influence policy makers. These studies elucidate
mechanisms and look at impact, but usually do not have hypotheses or
statistical analyses. Typically they are retrospective, but are more scientific
than mere anecdotes.
A case series is a little more powerful than a case study. A case series
typically represents about 10 to 30 subjects, which is not statistically pow-
erful, yet does provide a body of evidence. Case series include more detailed
descriptions, offer a well-described treatment or intervention, have specific
exclusion and inclusion criteria, and can be prospective or retrospective.
The main weakness is that there is no comparison group.
RCTs and Chronic Disease Management
In 2012, Wootton published a literature review of RCTs for chronic dis-
ease management of five conditions: asthma, chronic obstructive pulmonary
disease, diabetes, heart failure, and hypertension (Wootton, 2012). This
included all RCTs conducted between 1990 and 2011 that had a control
group and used one or more telemedicine interventions (of any type). This
review yielded more than 1,300 publications. Wootton then looked at the
number of subjects, the patient types (e.g., disease and severity), the inter-
vention type (i.e., what type of telemedicine it was), how long the studies
went on, and what the outcomes were. He also rated the overall value of
the intervention based on whether primary or secondary outcomes in the
intervention group were significantly better, worse, or equivalent when
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CURRENT EVIDENCE BASE 65
compared with the control group. Wootton found a total of 141 RCTs in
which 148 telemedicine interventions had been tested with nearly 37,000
patients. He determined that 108 of the trials were favorable toward the
telemedicine intervention and 38 trials showed no statistical difference
between the telemedicine intervention and traditional care. So this meta-
analysis showed that in 99 percent of the studies, telemedicine interventions
were as good as or better than traditional approaches to care.
What were limitations of the study? Some argue there is a publication
bias in telehealth because usually only studies with positive outcomes are
published. However, this "bias" exists in traditional medicine as well. No
significant differences were noted among the diseases for the telemedicine
effectiveness, which might arouse suspicion. Finally, the median duration of
the studies was only 6 months, which may not be long enough to observe
significant impact.
Review of Reviews to Determine Assessment Methodologies
Also in 2012, Ekeland and colleagues published a review of systematic
reviews of telemedicine to determine assessment methodologies (Ekeland
et al., 2012). They narrowed nearly 1,600 studies to the 50 that described
their methodologies. As a result, they made four recommendations for the
development of a stronger evidence base for telemedicine:
1. larger, more rigorous design-control studies that assess the impact
of telemedicine;
2. better standardization of populations, interventions, and outcome
measures to reduce heterogeneity and to facilitate meta-analyses;
3. combination of quantitative and qualitative methods; and
4. more naturalistic methods and settings.
Concluding Remarks
Krupinski asserted that the existing body of evidence for telemedicine
is robust enough to permit the creation of evidence guidelines and stan-
dards, which is a clear indication of the maturity of the field. The ATA has
established and is developing a number of guidelines. Other bodies have
developed guidelines for telemedicine, including the American College of
Radiology, American Dermatology Association, American Medical Associa-
tion, and many others. There are also many international guidelines, such
as the European Code of Practice for Telehealth.
In conclusion, Krupinski stated that the telemedicine community needs
to work with funding agencies (e.g., the National Institutes of Health
[NIH]) to develop Requests for Proposals for telemedicine research in
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66 THE ROLE OF TELEHEALTH
line with Ekeland's recommendations. In addition, meta-analysis projects
should be supported; these are difficult to conduct and time consuming,
but they provide a more comprehensive perspective. They can be specific
to disease or intervention. Finally, standards and guideline development
should continue to be supported. This brings together all the evidence that
exists, leading to even better research (because people do research based on
the standards and guidelines) and, eventually, payment.
USING DATA TO CHANGE POLICIES AND CREATE
NEW STANDARDS OF CARE: TELESTROKE
Lee H. Schwamm, M.D.
Massachusetts General Hospital;
Harvard Medical School
Acute stroke is a high-impact, but low-frequency, event. It is the fourth
leading cause of death and the leading cause of disability. There are 800,000
strokes each year across the United States, and about one practicing neu-
rologist for every 20,000 Americans, or 50 to 60 strokes per neurologist
per year. However, not all of these neurologists are experts in stroke care.
Telestroke is a way to reallocate the expertise and make it available broadly.
Intravenous tissue plasminogen activator (tPA), a clot-dissolving medi-
cation, is known to be beneficial in stroke, but it requires immediate
expertise to be available and there is disparity in its use. When it works,
it dramatically increases the likelihood that patients will improve and
return to a near-normal life. Treatment within the first 90 minutes of an
acute stroke leads to a roughly 18-fold better chance of being helped than
harmed, and benefit continues for 4.5 hours after stroke onset. Stroke pa-
tients need to get to the right location to receive care as quickly as possible.
In fact, American Heart Association guidelines support bypassing hospitals
that do not have the resources to treat acute stroke when transporting a
patient in whom acute ischemic stroke is suspected.
Telestroke is an early and sustainable application of telehealth for
stroke care, particularly acute stroke care. The evolution of telestroke first
required proof that acute stroke evaluation could be done safely and effec-
tively via telehealth. It also required collaboration of all the key stakehold-
ers to achieve consensus on the need to regionalize care (i.e., specification
of criteria and designation of centers to provide acute stroke care), to have
ongoing education to make use of those centers, to certify the sites, and to
have public reporting of outcomes. Finally, sustainability of telestroke de-
pends on increasing rates of adoption, promoting diffusion and innovation
of the technology, and improving reimbursement of services.
Telestroke is a disruptive technology that is changing the delivery of
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CURRENT EVIDENCE BASE 67
health care. Clayton M. Christensen, a professor at the Harvard Business
School, has been recognized for his conceptualization of the force of disrup-
tive innovation in the world of business and health care. He said:
The challenge that we face--making health care affordable and conve-
niently accessible to most people--is not unique to health care. [...] The
transformational force that has brought affordability and accessibility to
other industries is disruptive innovation. [...] Most disruptions have three
enablers: a simplifying technology, a business model innovation, and a
disruptive value network. (Christensen, 2011)
Within that context, the goal of telestroke is to expand access to acute
stroke care to rural hospitals and smaller hospitals, many of which are
neurologically underserved even if they do not reside in areas that meet the
definitions of rural or health professional shortage area.1
Disruptive Innovation: Simplifying Technologies
The simplifying technologies for telestroke were
· the use of brain computed tomography (CT) imaging, which al-
lowed for examination of the brain and detection of stroke in vivo;
· an injectable clot dissolver (i.e., tPA) which could be given any-
where, not just at a high-technology center;
· DICOM standards that allowed for the reliable transfer of brain
images;
· video standards that enabled lower cost and high reliability video-
conferencing; and
· innovations in chip design and video compression that made vid-
eoconferencing an everyday event.
Disruptive Innovation: Business Model Innovation
The first enabler for telestroke was the distillation of acute stroke care
into a standard process. Also, hospitals without stroke expertise needed
to figure out how to provide that service. However, stroke experts are in
short supply, and are needed 24 hours per day, 7 days per week, which is
expensive. Easy access via telehealth to regional stroke centers means lower
1A health professional shortage area includes any of the following that the Secretary deter-
mines has a shortage of health professional(s): (1) An urban or rural area (which need not
conform to the geographic boundaries of a political subdivision and which is a rational area
for the delivery of health services); (2) a population group; or (3) a public or nonprofit private
medical facility (Code of Federal Regulations, Public Health Service, Department of Health
and Human Services, title 42, chapter 1, part 5 [2010]).
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68 THE ROLE OF TELEHEALTH
costs and access to higher quality care than was previously available locally.
Thus this redefined access to acute stroke expertise became an outsourced
commodity that hospitals could now purchase.
Evidence
In the telestroke model, the patient is with a health care provider at the
bedside. Images are encoded digitally, sent to a distant location (e.g., stroke
center at a hub hospital) on a dedicated server, and then another physician
can be connected remotely. The remote provider can zoom in and interact
with and visually inspect the patient for key signs. Research has shown
that the quality and interrater reliability of the use of the NIH Stroke Scale,
the standard measure of stroke disability, by two different observers at the
bedside is equivalent to the interrater reliability of its use by one remote
observer and one observer at the bedside. Subsequent studies have shown
and confirmed that the rates of agreement can increase even more with
more clearly defined protocols and guidelines for how to score these tests.
Acute stroke expertise is needed, in part, because reading a CT scan is
difficult. An analysis of the first 2 years of the Massachusetts General Hos-
pital telestroke pilot demonstrated not only that the technology increased
the likelihood of treatment in a statistically significant manner, but did
not significantly add to the time of treatment. It also demonstrated that
neurologists could read a CT scan for acute stroke without the need of an
additional radiologist. The American Heart Association recommends the
use of high-quality videoconferencing for assessment and recommendations
and teleradiology for review of brain CT scans when onsite experts are not
available.
Telestroke is a cost-effective, sustainable way to allow smaller hospitals
with limited neurology coverage to provide equitable access to high-quality
stroke care. The use of telestroke also standardizes care across a network or
a state, supports the development of stroke centers in the community, and
leads to the quicker evaluation and treatment of more patients with tPA.
Additionally, remote supervision of tPA before transfer to a regional center
has been shown to be feasible and safe. The outcomes of patients treated
through the telestroke network have been shown to be equal to those of
patients treated within the parent facility.
Disruptive Innovation: Disruptive Value Network
Increases in public reporting and requirements for meaningful use
create incentives for hospitals to gain expertise in stroke care. Participa-
tion in a telestroke network enables hospitals to access highly experienced
stroke experts from a comprehensive center at a reasonable cost. These
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CURRENT EVIDENCE BASE 69
spoke hospitals can thereby retain or grow their stroke care portfolio. Ad-
ditional value comes through education exchange, enhanced patient and
provider satisfaction in the local emergency department, and improvements
in overall stroke care. Hub hospitals can extend their expertise into the
community, which aligns with their academic mission and goals. They grow
their stroke business and attract patients for innovative treatments and
clinical trials. At the hub level, it can increase provider compensation and
satisfaction by broadening their audience of patients and providing oppor-
tunities for both academic growth and driving innovation in care. Overall,
participation in the network deepens relationships within the community,
keeps patients within their own communities, and drives demand for other
telehealth delivery models.
Survey of Telestroke Network Participants
A survey of programs providing telestroke network services showed
that hub hospitals support spoke hospitals that are both in and out of
their corporate networks (Silva et al., 2012). Formal written agreements or
contracts exist in nearly all networks. Ninety-five percent of all sites were
using high-quality, two-way, real-time interactive video, but only 68 percent
were reviewing brain imaging as part of their consultation process. Many
incorporated telephone-only (49 percent) or S&F consultations (11 percent)
when appropriate. All the networks included ED consultation as a main
purpose of the program, and 84 percent said they use the network for the
triage of patients for admission versus transfer. Benefiting the community,
improving clinical outcomes, and enhancing clinical process effectiveness or
provider knowledge were the three most common internal factors for ini-
tiating the program. Reducing cost was among the least important factors.
That is, hospitals are not viewing this as a cost-saving approach, but instead
as a way to improve quality. Less than half of hub hospitals had a dedicated
telemedicine software package; many were using their own electronic medi-
cal record, dictating into the spoke hospital's record, or using paper only.
Respondents noted that barriers to growing the telestroke program
include the lack of infrastructure funds, inability to obtain physician licen-
sure, and lack of physician reimbursement. Lack of physician buy-in is also
an issue. At this point it is not about the technology, or more and better
technology, but about eradicating the conventional barriers.
Potential Next Steps
Schwamm said several things can be done to promote the growth and
diffusion of telestroke programs, all of which could also be applied to other
diseases, including
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70 THE ROLE OF TELEHEALTH
· providing federal grants to help ensure access to care anywhere that
patients are neurologically underserved;
· simplifying the main administrative processes related to licensure,
credentialing, and billing, which are frequently different in each
state;
· requiring that federal and third-party reimbursements for telestroke
services are at rates equivalent to in-person acute stroke care;
· removing requirements for physical proximity to the patient from
current critical care billing code regulations;
· encouraging the use of telestroke within a state-based, system of
care model or integrated delivery networks rather than a geo-
graphically disconnected, one-off transactional model; and
· requiring participation of telestroke sites in national quality im-
provement programs, including measurement and reporting their
outcomes.
In terms of further research or inquiry:
· determine the most effective models of telestroke care delivery;
· explore whether the models can be applied effectively to other
disease conditions;
· determine if disparities in access to digital broadband services mir-
ror disparities in health care access; and
· provide funding to measure the actual costs of telestroke versus
conventional stroke care (i.e., clinical effectiveness research).
Finally, Schwamm said, the IOM should convene a committee to gather
evidence on the current barriers, make recommendations for solutions, and
create a clearinghouse of information for states, patients, and providers.
REACTION AND DISCUSSION
Moderator: Kamal Jethwani, M.D., M.P.H.
Partners Healthcare Center for Connected Health;
Harvard Medical School
An open discussion followed the panelists' presentations. Audience
members were able to give comments and ask questions of the panelists.
The following sections summarize the discussion session.
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CURRENT EVIDENCE BASE 71
Evidence and Policy
One participant agreed that much evidence already exists, but chal-
lenged the field to produce the evidence needed to educate and influence
policy makers. Krupinski responded that part of the problem is the rapidity
with which technology changes. She said that some sophisticated systems
(e.g., smart homes) are impractical and not cost-efficient, but because the
technology changes so rapidly, people may eventually find these devices for
a very low cost and install them themselves. She also noted that because of
the rapidity of technological change, it is nearly impossible to do an effec-
tive study and then get the results published, even within a year.
One participant commented that policy makers have a keen interest
in evidence of cost effectiveness. Schwamm agreed, stating that within his
ACO, they spend a lot of time thinking about ways to make stroke care
more cost-effective.
Technology in the Patient-Centered Medical Home
One participant asked how telehealth might help fulfill the promises
of the PCMH, contending that rural communities do not have the neces-
sary resources or facilities. He further suggested looking at how the entire
spectrum of telehealth, including telephones and fax machines, can con-
tribute to improvements without having to bring patients to the larger
medical centers and without having to increase the workforce in the rural
community. Krupinski opined that technology in the PCMH will be "off
the shelf"--meaning that patients will buy it on their own. She noted that
the iPad is an FDA-approved device for reading CTs, ultrasounds, and
magnetic resonance imaging (MRI). She also predicted developments in
software algorithms to automatically analyze data. Krupinski disagreed
with the participant in part, stating that telehealth will be used for PCMHs
in rural areas because the cost is dropping dramatically. Schwamm added
that hospitals were willing to purchase telestroke services because policy
was actually moving ahead of the business model, viewing the availability
of stroke care as a health care rights issue. He added that the movement
toward global payments liberates resources to allow hospitals to invest in
the infrastructure to improve access and create some downstream return
on that investment to defray the costs. Schwamm added that technologies
like videoconferencing are becoming higher quality and more ubiquitous,
and people are more open to its use because of experiences with technolo-
gies like Skype.
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72 THE ROLE OF TELEHEALTH
Provider Readiness
One participant argued that there is still a role for studies of provider
readiness, citing data on provider buy-in as a barrier to adoption, especially
in the acute care setting where telemedicine can substantially disrupt work-
flow. Krupinski disagreed somewhat, stating that those studies can be useful
on a local level to understand an individual organization or help to imple-
ment a new program, but that they do not need to be published widely.
Study Methodologies
One participant asked whether existing literature adequately reflects
the right control groups. He noted that several speakers had called for
telemedicine to be considered a tool for quality improvement in clinical
care. He argued that because it is expensive, it should be compared to other
less expensive quality-improvement tools (e.g., traditional education and
outreach), rather than to nothing. He argued that comparing telemedicine
to no intervention may introduce bias to make it appear that telemedi-
cine is better than it might be if compared to a less expensive alternative.
Krupinski stated that sometimes the intervention or treatment itself can
define the control group. For example, she said, a clear comparison is
someone coming into the door of a stroke center versus someone coming
to the door of a non-stroke center. She added that the participant's question
directly related to the recommendation for more naturalistic settings, noting
that many studies are now mixing interventions--that is, it is not "noth-
ing" versus the intervention but instead, different degrees of telemedicine
(e.g., telephone alone versus telephone with video versus telemedicine with
supplemental nurse visitation).
Schwamm added that telehealth is an intersection between a technology
and human behavior, and so there is an important role for involving social
scientists in the study designs. He agreed that methodology questions are to
a certain extent shaped by the actual intervention. He noted that the use of
telehealth is a systematic change to the way care is provided, and so in his
opinion, the more effective studies are those that use a cluster randomized
design at the hospital level wherein a cohort of hospitals is identified to
participate, and they are randomly allocated to treatment or control groups
so that all subjects at the site are allocated to the same intervention, and
the comparison is at the hospital level. This prevents cross contamination
of the intervention into the control.
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CURRENT EVIDENCE BASE 73
Defining Terms
One participant noted that telehealth is a broad and encompassing
term, so precision is needed in language. Schwamm agreed, adding that
precision of language is also needed when talking about affordability and
costs. He noted that costs are incurred by patients, by third-party payers,
and by the provider institutions, and so clarity is needed about who saves
money. He said some interventions may save the patient money that is not
accounted for in health care dollars (e.g., patient transportation, time lost
from work), which is not the dollars that most legislators or payors are
focused on saving. He added that telehealth can reduce usage, such as by
using each health care provider to his or her highest capacity (e.g., a nurse
practitioner providing care with telehealth support from a physician, a
physician providing care with support from a more senior physician). He
summarized that precision is needed about the true costs and where real
savings occur. Krupinski agreed, stating that definition of terms in a cost
analysis is a form of standardization. She stated that differing interpreta-
tions of cost makes comparison of cost analysis studies difficult. Krupinski
further added that cost of care cannot be separated from quality of care.
Incentives of Health Care Reform
One participant asked if the Health Information Technology for Eco-
nomic and Clinical Health (HITECH) Act of 20092 and the ACA might mo-
tivate the adoption of telehealth. Schwamm stated that the contingencies,
costs, and efficiencies associated with the HITECH Act created incentives
for his own organization to adopt a single, unified medical record on the
platform of an integrated delivery system. He noted, however, that discus-
sions of the medical record have lacked consideration for the integration
of telehealth as one of the key priorities in selecting a vendor. He argued
that as organizations start to embrace and adopt electronic medical records,
vendors will need to ensure the links will be there to incorporate telehealth
in all modalities as another domain of the medical record.
Consumer Advocacy
One participant asked whether there might be a public push for tele-
health technologies and how that might be leveraged. Schwamm agreed
that the public is very engaged in access to health care information, and
frustrated by the lack of access to providers, especially through modalities
2The HITECH Act was enacted as part of the American Recovery and Reinvestment Act,
P.L. 5, 111th Cong., 1st sess. (February 17, 2009).
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74 THE ROLE OF TELEHEALTH
such as smartphones and the Internet. He suggested working with disease-
based organizations that advocate for patients (e.g., PatientsLikeMe) to
determine how to provide patients with trusted sources of information.
Krupinski agreed, noting that the ATA works closely with many patient
advocacy groups, especially when they speak to policy makers about the
advantages of telehealth.