Raise your hand if you can unravel these puzzles:
Mandatory public reporting of healthcare-associated infection (HAI)
rates and the electronic health record (EHR). No takers? No
wonder. Both are complex issues that prove to be more of a
conundrum the deeper you dig. Both are in their infancy, so those
involved mostly are still trying to find their way. Once achieved,
these changes are expected to contribute to improved patient care
and outcomes, with the potential
for even better results when mandatory reporting of infection
rates and the EHR can be used conjunctively. But how that’s going
to be accomplished isn’t entirely clear at this point.
Mandatory public reporting
of HAIs
Only a handful of states have enacted legislation
mandating healthcare facilities to publicly disclose HAI rates
thus far, with others working diligently on it and some not so
much yet. But the time definitely has come, and the feedback
generally is positive.
Leonard A. Mermel, DO, ScM, AM(Hon), FACP, FIDSA,
FSHEA; Medical Director, Department of Infection Control, Rhode
Island Hospital told Healthcare Purchasing News, "I think
such reporting will raise awareness of hospital-acquired
infections and, in doing so, will likely improve patient safety."
Mermel also serves as professor of medicine at Brown Medical
School, Providence, RI; and as president of the Society for
Healthcare Epidemiology of America (SHEA).
Mandatory reporting involves multiple players,
each with their own agenda. SHEA’s position paper on public
disclosure of HAIs states: "The debate over public disclosure
often pits consumers, insurance carriers, and health maintenance
organizations ("the payers") against healthcare providers. The
payers want performance data made available so that they can be
better purchasers of healthcare services. Healthcare providers are
concerned that the data may be flawed and misleading. Personnel at
healthcare institutions also are concerned about the additional
cost for resources that will have to be expended to collect the
required data. The stakes may be even higher because the results
of these analyses can conceivably be used by health plans to
choose among competing providers or incorporated into the
reimbursement process ("pay for performance")." 1
Chicago-based Aon Corp. is a provider of
risk-management services, insurance and reinsurance brokerage,
human capital and management consulting, and specialty insurance
underwriting, so they’re interested in the potential uses of EHRs
and mandatory reporting of infection. Randy Vogenberg, senior vice
president, life sciences practice, said there are pluses and
minuses: "The downside is that better information as a result of
using EHRs and better surveillance has the potential to lead to
more penalties, but it also can lead to more incentives for better
care."
The Centers for Disease Control and Prevention’s
Healthcare Infection Control Advisory Committee (HICPAC) recently
published recommendations in their "Guidance on Public Reporting
of Healthcare-Associated Infections," which noted: "Advocates of
mandatory public reporting of HAIs believe that making such
information publicly available will . . . improve overall health
care quality by reducing HAIs." It also indicated that some are
not so confident: "However, others have expressed concern that the
reliability of public reporting systems may be compromised by
institutional variability in the definitions used for HAIs or in
the methods and resources used to identify HAIs." 2
The HICPAC document emphasized the importance of
using standardized methods so as "to reduce surveillance bias (ie,
the finding of higher rates at institutions that do a more
complete job of case-finding)." 2 As G.T. LaBorde, chief operating
officer, MedMined, Birmingham, AL, indicated, "Hospitals with more
or better-trained infection control (IC) personnel may find more
infections, and that could make them look, unfairly, worse in
comparison to other hospitals."
Thus the need for balanced, accurate reporting, as
brought out in the HICPAC document: "A method to validate data
should be considered in any mandatory reporting system to ensure
that HAIs are being accurately and completely reported and that
rates are comparable from hospital to hospital or among all
hospitals in the reporting system. . . . The reports should
provide useful information to the various users and highlight
potential limitations of both the data and methods used for risk
adjustment." 2
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Mermel expounded, "Public reporting of risk-adjusted outcome data
and process data, which doesn’t need risk adjustment, is a good
thing and is an inevitable eventuality. Outcome data, such as an
infection rate, is complex because of the necessity of
risk-adjustment and because of statistical issues that arise from
small numbers of events, making it difficult to determine if
differences between institutions are due to chance variability and
regression to the mean. Thus, process data is appealing as it
circumvents such potential problems. Certainly, the thoughtfully
prepared HICPAC guidelines should be used as the basis for
mandatory reporting.
"What’s vitally important is the need to assure
adequate information services/information technology support for
data collection and adequate staff size of IC and quality
assurance departments to assist in this endeavor," Mermel said.
"It is, therefore, essential that the hospital leadership allocate
adequate resources for this initiative."
The HICPAC document confirmed the need for
sufficient resources to carry out the mission: "A reporting system
can not produce quality data without adequate resources." 2
Resources outlined naturally include personnel but should also
extend to computers, hardware, software, instruction manuals,
training materials, data collection forms, methods for data entry
and submission, databases to receive and aggregate the data,
quality checks, computer programs for data analysis and
standardized reports for dissemination of results. In short, said,
Vogenberg, what’s needed is "an infusion of cash."
One thing’s for sure, according to W. Joseph
Ketcherside, MD, vice president and chief medical officer,
TheraDoc, Salt Lake City, UT, "With hospitals in many states now
required to perform whole-house surveillance, it’s too much to be
done by hand now."
Some companies performing surveillance are already
working with healthcare facilities in states that require
mandatory reporting of infections. Deborah Martin, R.N., MN, FSHEA,
CEO of ICPA Inc., Austin, TX, explained how their AICE software
works with it: "Mandatory reporting of HAI rates is required by
law in Missouri. AICE has been approved as a method of reporting
these data to the Missouri Department of Health and Senior
Services. Only the required data is automatically exported from
AICE to the state. AICE produces hundreds of highly flexible
reports and graphs, as well as some commonly used statistical
tests. This gives the infection control practitioner (ICP) the
ability to collect and analyze data items and risk factors that
are unique to their own hospital. They can also design their own
studies and data entry screens to focus on a particular infection
problem or outbreak."
The most important function of mandatory reporting
is that it may lead to better patient care, possibly averting
outbreaks in some cases, reducing morbidity and mortality due to
infection. Mandatory reporting may make that possible because it
could present a more accurate picture of a healthcare
institution’s patterns of infection in a more timely fashion,
which could provide for earlier intervention in infection’s
progress.
Implementation of EHRs may enhance this capability
by providing more complete and accurate patient information.
Companies that perform surveillance and data mining will have more
useful information at their fingertips with which to develop more
accurate reports. Whereas the EHR has yet to be practiced widely,
companies performing surveillance and data mining abound. They’re
ready and willing to integrate their products and services with
the EHR.
The EHR
The Healthcare Information and Management Systems
Society (HIMSS) defined EHR as "a longitudinal electronic record
of patient health information generated by one or more encounters
in any care delivery setting. Included in this information are
patient demographics, progress notes, problems, medications, vital
signs, past medical history, immunizations, laboratory data, and
radiology reports." HIMSS believes the "EHR automates and
streamlines the clinician’s workflow . . . [and] has the ability
to generate a complete record of a clinical patient encounter, as
well as supporting other care-related activities, directly or
indirectly via interface—including evidence-based decision
support, quality management, and outcomes reporting."3
Another positive aspect, highlighted in the
landmark report "Crossing the Quality Chasm: A New Health System
for the 21st Century," is that "The automation and linking of data
on services provided to patients . . . would provide a rich source
of information for quality measurement and improvement purposes."4
Mermel also emphasized the benefits that may be
reaped by integrating mandatory reporting of HAIs and the EHR: "I
believe that EHRs will improve accuracy and more easily allow the
data mining necessary to track process and outcome measures."
Noted Vogenberg: "The goal is for everyone to be
on the same page, to avoid mishaps, to enhance patient safety, and
to improve patient care. Ideally, EHRs would allow real-time
reporting of and access to information, and so problems could be
detected sooner, instead of after the fact. Use of EHRs would
allow for a more systematic approach to patient safety. Entering
information into and interacting with a fully integrated
electronic system, instead of manually capturing information,
would put ICPs on the leading edge of active intervention."
Ketcherside commented: "No question about it, the
EHR gives a platform to provide better decisions in healthcare.
The impact will be huge."
Studies focused on results of using electronically
managed health records have demonstrated positive experiences. A
study by James found that interoperable EHRs potentially could
produce better patient outcomes while improving delivery of care
and reducing costs.5
Martin observed: "The EHR will be a valuable tool
in merging data from disparate data sources and linking all the
data collected about each patient. A study by Frolick explored
just that.6 Benefits experienced by St. Jude Children’s Research
Hospital in Memphis, TN, when it implemented an electronic medical
record system linking clinical treatment and research, included
improvements in accessibility of information, improved
communications between departments, and improved efficiency in
managing clinical information, patient care, clinical research,
and patient service and satisfaction.
"Another benefit cited is that ‘electronic records
can not be misplaced as paper records can . . . the information in
the record is more accurate as well as legible. The ultimate goal
of this project was to provide a paperless patient medical record
that linked research and clinical data. . . . provid[ing] a single
point of access for all employees seeking information for both
clinical treatment of patients and for research data collection.
Improvements in the manner used to capture and store patient
information and then relate the information to clinical treatment
and research protocols has led to much better patient care.
Successfully linking clinical treatment plans with research
protocol information provides valuable information when assessing
the effectiveness of particular treatment plans. Research efforts
can move forward more rapidly when data is collected in an
efficient manner as is provided by the electronic record. In
addition, human error is less of a factor than it was when data
was collected manually from paper charts.’" 6
No doubt, the move to EHRs has many potential
benefits, but it’s financial gain that often serves as motivation
for change. In its report, "The Value of Healthcare Information
Exchange and Interoperability," the Center for Information
Technology Leadership found that "[f]ully standardized HIEI
[healthcare information exchange and interoperability] could yield
a net value of $77.8 billion per year once fully implemented.
Nonstandardized HIEI offers smaller positive financial returns.
The clinical impact of HIEI for which quantitative estimates
cannot yet be made would likely add further value. A compelling
business case exists for national implementation of fully
standardized HIEI."7
With such astounding dollar figures, it may seem
puzzling as to why EHRs haven’t become the norm, but
interoperability is an enormous impediment to implementation.
Currently, there is no single standard for exchange of patient
data between systems. HIMSS’s Health Record Vendors Association is
one organization that’s working on it. Their "primary mission . .
. is to provide a forum for the EHR vendor community relative to
standards development, the EHR certification process,
interoperability, performance and quality measures, and other EHR
issues that may become the subject of increasing government,
insurance, and physician association initiatives and requests."8
A study by Waegemann9 cited four main reasons why
widespread implementation has been slow despite "an impressive
list of benefits and capabilities": lack of a framework of
standards; lack of motivation; lack of direct benefits for
practitioners; and confusion about the concept.
"The problem with integration of EHRs," observed
Vogenberg, is that "the details haven’t been worked out.
Technology is not so much a problem as complying and knowing how
to be compliant. Most hospitals don’t have the capability because
there is no single standard to comply with and they don’t know to
what they need to comply."
"The EHR is way more difficult to institute than
anyone thought it would be," said Dan Peterson, MD, MPH, chief
operating officer for Cereplex Inc., Germantown, MD.
"Hospital-patient data is convoluted. There needs to be some way
to integrate a hospital’s existing software with the EHR. The EHR
needs to tie to primary data systems. The average hospital uses
about 14 different kinds of software for different departments
such as the operating room, maintenance department, radiology
department, and so forth. A lot of rules will have to be written
so that data will translate not only between departments but to
different hospital systems."
In the meantime, companies performing surveillance
and data mining are working with the situation as is and are
positioning themselves for the advent of EHRs.
Ketcherside told HPN, "The EHR doesn’t
really exist many places yet, but, it will be a source of data
that surveillance software will use. The broader, more complete
data available in the EHR, the broader, more complete surveillance
will be. Standards for interoperability currently do not exist,
but they are being developed at a national level now. Messaging
standards such as HL7 and vocabulary standards such as SNOMED and
LOINC have existed for several years, but their implementation by
most vendors has been inconsistent. TheraDoc’s Expert System
Platform is fully compliant with current messaging and vocabulary
standards and is considered a model for effective use of SNOMED."
LaBorde cited an example to show how important
standard vocabulary can be: "We’ve found 5,000+ ways of describing
or misspelling urine. We need consistent data. The day when
nomenclature is consistent across the board will be a glorious
day. However, we’re not so inflexible as to tell hospitals they
have to subscribe to certain nomenclature. MedMined makes use of
data in its current state. The goal is to take existing collected
data and turn it into something powerful, something useful for
analysis.
"Data mining helps facilities by identifying
emerging problems and patterns; it also provides guidance for best
practice and links financial data. With a manual system, you can’t
know how large the problem of HAIs is, so you can’t tie it to
financial data," LaBorde continued. "MedMined helps the IC
department prove their financial value to hospitals, and
integration of mandatory infection reporting with the EHR could
further help IC departments prove their worth. Most of the money
hospitals lose is on a small percentage of patients who contract
HAIs. IC personnel try to motivate and educate healthcare
practitioners, so they need the right data, easily available, to
convince others to use best practices to improve patient care.
EHRs will make more data available; the more data available, the
more efficiently you can do your job, the more patterns that can
be identified by analytical tools. Germane, timely info builds
wonderful credibility."
Referring to a study by Brossette,10 LaBorde,
stated, "Our system eliminates problems related to objectivity and
inconsistency inherent in manual surveillance, allowing for more
accurate assessment of IC efforts and valid comparisons between
hospitals." The study found that MedMined’s Nosocomial Infection
Marker outperformed hospital-wide SENIC [Study of the Efficacy of
Infection Control] nosocomial infection (NI) detection and also
outperformed prospective and retrospective NNIS [National
Nosocomial Infection Surveillance System]-based NI detection in
ICU populations. "With hospital-wide, automated, and objective NI
surveillance, the goal of many to reliably and comprehensively
account for NIs — and reduce their incidence — becomes more
attainable."10
Certainly, observed Martin, using the EHR with
software such as ICPA’s AICE "would ensure better accuracy because
important information would not be overlooked and would be easily
accessible to the ICP." However, noted Martin, "Infection control
is not a discipline that lends itself to total automation; that
is, the ICP will never be replaced by a machine. ‘Shoe-leather
epidemiology,’ going out on the units to monitor IC practices and
to find infections, will probably always be required. There are
many clues in the medical record that help the ICP identify HAIs,
and data from multiple sources is often needed to confirm them;
so, having the data in an EHR is not a panacea. Multiple methods
for identifying HAI are needed, and the EHR needs to be designed
in such a way that both the HAI and all the patients at risk of
developing that type of HAI can easily be identified."
Peterson added: "The ICP has a dozen things to do
such as purchasing and overseeing construction, employee health
and surveillance. The CDC found that the single most important
aspect of an IC program is how good their surveillance is; so,
surveillance is the

most important thing they can do. If the EHR helps surveillance to
be performed better, because it makes more complete data
available, it can have an impact on infection rate and patient
health. An EHR in place would make using surveillance software
faster, more efficient, more accurate."
Peterson cited a study performed using Cereplex’s Set Net by
Wright et. Al., which found, "Automated
surveillance provides an IC department with the ability to
reallocate its resources away from the office and onto the
clinical unit.
Furthermore, increased detection...
allows for earlier interventions and has the capability of reducing the
magnitude of a potential outbreak.

Appropriate and timely interventions may in turn reduce the number of
future healthcare-associated infections, thus saving more time in
the long run. The time saved in using this technology is an
obvious improvement from traditional IC methods in terms of
gathering and evaluating raw data." 11
Clearly, electronically managed health records
have the potential to save time, money, and labor, but the most
important gain is improved care for patients. Noted LaBorde:
"Everybody wants to take better care of patients."
1. Wong ES, Rupp ME, Mermel L, Perl TM, Bradley S,
Ramsey KM, et al. Public disclosure of healthcare-associated
infections: the role of the Society for Healthcare Epidemiology of
America. Infect Control Hosp Epidemiol 2005;26:210-212.
2. McKibben L, Horan T, Tokars JI, Fowler G, Cardo
DM, Pearson ML, et al. Guidance on public reporting of
healthcare-associated infections: recommendations of the
Healthcare Infection Control Advisory Committee. Am J Infect
Control 2005;33:217-226. www.cdc.gov/ncidod/hip/
PublicReportingGuide.pdf.
3. Healthcare Information and Management Systems
Society. Electronic health record. www.himss.org/ASP/topics_ehr.asp.
4. Crossing the Quality Chasm: A New Health System
for the 21st Century. Washington, DC: Institute of Medicine; 2001.
Chapter 7, p. 165.
5. James B. E-health: steps on the road to
interoperability. Health Aff (Millwood) 2005 Jan 19; [Epub
ahead of print]. http://content.healthaffairs.org/cgi/
reprint/hlthaff.w5.26v1.
6. Frolick. Using electronic medical records to
improve patient care: the St. Jude Children’s Research Hospital
case. www.dcpress.com/frolick2.htm.
7. Walker J, Pan E, Johnston D, Adler-Milstein J,
Bates DW, Middleton B. The value of healthcare information
exchange and interoperability. Health Aff (Millwood)
2005 Jan 19; [Epub ahead of print].
http://content.healthaffairs.org/cgi/
reprint/hlthaff.w5.10v1.
8. HIMSS Electronic Health Record Vendors
Association. www.himssehrva.org/ASP/index.asp.
9. Waegemann CP. EHR vs. CPR vs. EMR. Health
Informatics Online. May 2003. www.healthcare-informatics.com/issues/2003/05_03/may.htm.
10.Brossette SE, Hacek DM, Gavin PJ, Kamdar MA,
Gadbois KD, Fisher, AG, et al. A laboratory-based, hospital-wide,
electronic marker for nosocomial infection: the future of
infection control surveillance? Am J Clin Pathol
2006;125:34-39.
11.Wright M-C, Perencevich EN, Novak C, Hebden JN,
Standiford, HC, Harris AD. Preliminary assessment of an automated
surveillance system for infection control. Infect Control Hosp
Epidemiol 2004;25:325-332.