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CHAPTER 8: Principles of Medical Informatics and Clinical Informatics in the ICU  49



                     CHAPTER    Principles of Medical                     USA, implementation of HIT is supported by the HITECH provisions of
                                                                          the American Recovery and Re-investment act of 2009.  Central to the
                                                                                                                  2
                       8        Informatics and Clinical                  release of funding, the concept of “meaningful use” has been adopted as
                                                                          a mechanism to ensure government funding is directed toward technol-
                                Informatics in the ICU                    ogy that enhances the quality of care delivered to patients. The defini-
                                                                          tion of meaningful use of EHR has only recently been agreed upon by
                                Vitaly Herasevich                         the Center for Medicare and Medicaid Services and is expected to shape
                                Ognjen Gajic                              the core functionality of HIT in the USA for the foreseeable future.
                                Brian W. Pickering                         The adoption of HIT has been advocated on the basis that an overall
                                                                          increase in the quality of care delivery will follow. The major areas of
                                                                          positive impact are reported to include increased adherence to protocol-
                                  https://kat.cr/user/tahir99/
                     KEY POINTS                                           based care,  reduction in medication errors, and lower cost. 4,5
                                                                                  3
                                                                           Despite the potential benefits, the complexity of the effect that
                        •  Development of data integration platforms, Clinical Decision   widespread adoption of EHR will have on processes of care is largely
                      Support Systems (CDSS), telemedicine, and mobile computing   unknown. Significant knowledge gaps currently exist and are underlined
                      applications are rapidly changing the acute hospital environment.  by a number of studies that report a negative impact of HIT on patient-
                        •  The widespread adoption of health information technology (HIT)   centered care. These negative effects include disruptions to established
                      is being actively promoted as a tool to facilitate quality and safety   workflow, increased time spent in documentation and away from patient
                      of health care.                                     care, and information overload. The care of patients in the ICU gener-
                        •  High cost, indiscriminate data presentation, information overload,   ates vast quantities of data. A significant advantage of a HIT-enabled
                      and a lack of human factor consideration present significant barri-  ICU is that these data are available in a digital form. Digital signatures
                      ers to wider HIT adoption.                          of patient characteristics, disease state, physician and nursing actions,
                        •  Although HIT adoption improved some elements of quality and   as well as operational data such as time stamps or entity location offer
                      safety, there is currently little evidence to prove that HIT adoption   an unprecedented opportunity to capture data, which facilitates system
                      is associated with improved patient-centered outcomes.  understanding as well as the development of applications which nudge
                                                                          it toward an optimized state.
                        •  To get the most from the digitalization of the ICU environment,   ICU patients, however, by virtue of their severity of illness and the
                      an  integrated and multidisciplinary approach is required. Medical   large number of processes of care, team members, and technology, may
                        informatics and human factor engineering provide a core method-  be particularly vulnerable to the potentially disruptive effects of HIT
                      ology and tools for meaningful use of HIT to optimize quality and   adoption. For example, the implementation of a commercially available
                      safety of critical care delivery                    computerized physician order entry (CPOE) system in a pediatric ICU
                                                                          was associated with a doubling of adjusted mortality.  In many cases,
                                                                                                                 6
                                                                          technology buries useful information in noise. The hopelessly inadequate
                    It has been estimated that ICU patients are exposed to an average of 178   performance of bedside alarms manifest as unnecessary interruptions to
                    processes of care every 24 hours.  Each process is an opportunity for the   workflow, frequent manual override without action, and provider fatigue.
                                           1
                    system of health care delivery to fail. The same study estimated that the   In order to realize the “meaningful use” of EHR, it is essential that
                    rate of failure, in the form of errors, which caused or had the potential to   hospital managers, clinicians, systems engineers, cognitive scientists,
                    cause harm, was about 1%, or just fewer than 2 per patient per day. This   and information technology and informatics experts work together to
                    may seem a small number of failures but when one considers severity of   understand how health care providers can best be enabled to provide
                    illness of ICU patients, it is not surprising that they are particularly vul-  safe care and improve patient-centered outcomes. In other industries,
                    nerable to those errors. With the declaration of Vienna, the elimination   this multidisciplinary approach has been adopted very successfully and
                    of error in the ICU has been determined to be the single most important   has led to increased reliability, system optimization, and innovation.
                    priority of the critical care societies of all major developed and develop-  In a similar manner to a state-of-the art navigational aid, future HIT
                    ing nations including the Society of Critical Care Medicine in the USA   applications should guide the ICU patient safely from one health state
                    and European Society of Intensive Care Medicine. The combination of   to the next.
                    health information technology, medical informatics, and an invested
                    team of frontline providers has the potential to play an important role in   BIG PICTURE: WHAT IS MEDICAL INFORMATICS?
                    the redesign of ICU systems of health care delivery. In this chapter, we
                    outline the application of medical informatics in the acute care setting.   Informatics  and computers in  medicine  mean different things  to dif-
                    With examples, we illustrate some of the challenges and opportunities   ferent people depending on their roles and responsibilities. For policy
                    that exist for acute care settings equipped with a comprehensive elec-  makers, they may facilitate access to benchmark public health data. For
                    tronic health record.                                 hospital administrators, they may provide resource utilization oversight
                                                                          and reportable indicators of quality. For the hospital or community
                    HEALTH INFORMATION TECHNOLOGY AND                     practitioner, they may be used for documentation, patient scheduling,
                    ELECTRONIC HEALTH RECORD                              prescribing, and billing. For the patient, they may offer access and the
                                                                          ability to share their own medical data. For researchers, they may pro-
                    Health care providers and policy makers already support the use of   vide access to raw data and the tools to analyze it.
                    health information technology (HIT) as a tool for providing efficient,   Medical  informatics  is  defined  by  American  Medical  Informatics
                    high-quality patient care. HIT has been defined as “the application of   Association as, the application of “the principles of computer and infor-
                    information processing involving both computer hardware and software   mation science to the advancement of life sciences research, health pro-
                    that deals with the storage, retrieval, sharing, and use of health care   fessions education, public health, and patient care” and is described as
                    information, data, and knowledge for communication and decision   a “multidisciplinary and integrative field focused on health information
                    making.” Electronic health record (EHR) is one application of HIT and   and communication technologies, and involves computer, cognitive,
                    is perhaps the one most familiar to bedside providers.  and social sciences.” The growing importance of this field of practice is
                     Widespread adoption of interoperable HIT has become a top priority   such that there are ongoing efforts to establish clinical informatics as a
                    for health care systems in both developed and developing nations. In the   formally recognized medical subspecialty. 7








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