Health-Care Quality Promotion through Infection Prevention: Beyond 2000.Tempora mutantur, nos et mutamur in illis. Times change, and we change with them. Owen's Epigrammata, 1615 Globalization globalization Process by which the experience of everyday life, marked by the diffusion of commodities and ideas, is becoming standardized around the world. Factors that have contributed to globalization include increasingly sophisticated communications and transportation , population demographics, and biotechnology are examples of change drivers that influence our social lives, businesses, and government. These forces create a changing environment to which organizations must adapt. Change drivers also affect our health-care system and were reflected in the themes of this decennial de·cen·ni·al adj. 1. Relating to or lasting for ten years. 2. Occurring every ten years. n. A tenth anniversary. conference. In 1970, the rising cost of medical care in the fee-for-service environment was a major change driver. Risk management also became an important force, in response to the increase in medical malpractice Improper, unskilled, or negligent treatment of a patient by a physician, dentist, nurse, pharmacist, or other health care professional. claims and awareness that health care-associated infections could lead to litigation An action brought in court to enforce a particular right. The act or process of bringing a lawsuit in and of itself; a judicial contest; any dispute. When a person begins a civil lawsuit, the person enters into a process called litigation. . In 1970, reducing the frequency of both endemic and epidemic hospital infections was emphasized, as well as emerging pathogens emerging pathogen Public health Any pathogen that ↑ incidence of an epidemic outbreak Examples Cryptosporidium, E coli O157:H7, Hantavirus, multidrug resistant pneumococci, vancomycin-resistant enterococci. See Emergent disease. and antimicrobial-drug resistance (1). Ten years later, health-care economics was still an important force, this time manifest by the onset of prospective reimbursement Reimbursement Payment made to someone for out-of-pocket expenses has incurred. and diagnosis-related groups diagnosis-related group Managed care A prospective payment system used by Medicare and other insurers to classify illnesses according to diagnosis and treatment; DRGs are used to group all charges for hospital inpatient services into a single 'bundle' for payment as the basis for payment. In addition, standards for hospital accreditation Hospital accreditation has been defined as “A self-assessment and external peer assessment process used by health care organisations to accurately assess their level of performance in relation to established standards and to implement ways to continuously relevant to infection control had a major impact on the profession. The 1980 themes included the critical role of surveillance and infection control personnel in preventing infection and the importance of risk stratification risk stratification Medical decision-making The constellation of activities–eg, lab and clinical testing used to determine a person's risk for suffering a particular condition and need–or lack thereof–for preventive intervention in interpreting infection rates (2). By 1990, the broadening market penetration Noun 1. market penetration - the extent to which a product is recognized and bought by customers in a particular market penetration - the act of entering into or through something; "the penetration of upper management by women" of managed care and the reduced emphasis on hospital in-patient care were key change drivers. The effects of the "quality assurance movement" were also evident, along with the enormous impact of the HIV HIV (Human Immunodeficiency Virus), either of two closely related retroviruses that invade T-helper lymphocytes and are responsible for AIDS. There are two types of HIV: HIV-1 and HIV-2. HIV-1 is responsible for the vast majority of AIDS in the United States. epidemic. A major theme in 1990 was increasing severity of illness and hence, increasing infection risk among hospital patients (3). For the first time, infections in nonhealth-care settings received attention, as well as occupational infections, including HIV and other bloodborne pathogens. Among many factors influencing the profession of healthcare epidemiology and infection control in the 1990s, three were deemed to have the most potent impact: health-care value purchasing, the increasing complexity of health-care systems and health care, and advances in medical information technology. Hence, three major themes emerged: accountability, or demonstrating the attributable impact of infections and the cost-effectiveness of prevention interventions; extension of health-care quality promotion and infection prevention programs to include the entire healthcare delivery system; and innovative uses of medical informatics medical informatics, n the field of information science concerned with the analysis and dissemination of medical data through the application of computers to various aspects of health care and medicine. to enhance the overall impact of our profession. Health-Care Value Purchasing Health-care expenditures are once again increasing at an alarming rate, despite extensive efforts to control costs through managed care and other strategies. Consumers, third-party payers, and politicians are demanding that the delivery system be accountable for the value of these expensive purchases. Health-care value in simple terms is directly proportional (Math.) proportional in the order of the terms; increasing or decreasing together, and with a constant ratio; - opposed to See also: Directly to quality and inversely proportional See See also: Inversely to cost. Ideally, the goal is to obtain the highest quality health care at an affordable price. From the business perspective, as the cost of health care per covered employee life increases, corporate profit margins shrink. Investments in high-quality prevention and care services that reduce the need for more expensive care in the future make good business sense for employers. Hence, many corporations have a strong incentive to maximize both short- and long-term value of the healthcare benefits they purchase for employees. As a result, large purchasing coalitions have emerged and now exert considerable influence on the prevention and treatment services provided by the health plans they support. Accountability in Health-Care Quality Promotion Value purchasing is driving major changes in the delivery system and new standards for the entire health-care industry. To survive in this environment, we must first provide the evidence that quality promotion and infection prevention programs contribute to health-care value and then help shape new standards for quality and safety. The first major conference theme, accountability, is a direct response to the powerful influence of value purchasing on our profession. Accountability requires documenting the attributable impact of health care-associated infections on health-care outcomes and cost. We must measure the impact of infections on patient outcomes, satisfaction, and cost of care through credible research and use this information to justify goals for prevention interventions and the need for resources. Evidence alone is not sufficient to convince decisionmakers that infection prevention is a critical component of quality promotion and adds value to the delivery system. We must effectively communicate this information, not only to our traditional constituents, but also to health-care administrators, organizations, accreditors, regulators, and perhaps most importantly Adv. 1. most importantly - above and beyond all other consideration; "above all, you must be independent" above all, most especially , purchasers and consumers. Effective communication will require some revision in our vocabulary and a "multilingual mul·ti·lin·gual adj. 1. Of, including, or expressed in several languages: a multilingual dictionary. 2. " approach that includes concepts traditionally embraced by other disciplines. Health-care epidemiologists and infection control professionals are in the business of infection prevention. Quality managers and accreditors are in the business of continuous quality improvement. Health-care purchasers and consumers are in the business of promoting patient safety and healthcare value. Each of these three groups has its language (Table), but essentially all are talking about the same things.
Table. Perspection health-care quality
Continuous
Infection quality Patient
Perspective control improvement safety
Focus Adverse Indicators Errors,
health near misses
events
Determinants Risk factors Patient mix Root cause,
human factors
Monitoring Surveillance, Performance Reporting,
response measurement, learning
improvement
Goal Prevention Performance System
improvement improvement
Key profes- Health-care Quality Systems
sionals epidemiologists, managers, engineers
infection control accreditation health-care
professionals officials purchasers,
consumers
"Nosocomial nosocomial /noso·co·mi·al/ (nos?o-ko´me-il) pertaining to or originating in a hospital. nos·o·co·mi·al adj. 1. Of or relating to a hospital. 2. " is a word with a precise meaning that remains obscure to many within the health-care system and to most outside of it. "Surveillance" is another term that effectively communicates an important concept within our profession but has completely different meanings outside the epidemiology and public health community. We accept the concept that some health care-associated infections are preventable. However, when this same concept is presented as "some health care-associated infections are due to medical errors," many are not so accepting. Until we achieve a "no name, no blame, no shame" atmosphere, "medical error prevention" perhaps should be framed as "patient safety promotion." Words that obscure the problem, miscommunicate our purpose, or alarm constituents must be avoided if we are to convince decision-makers to invest in our prevention programs. Accountability also requires that the success (or failure) of quality promotion efforts, including infection prevention programs, be measured. Proposed measurements of quality generally encompass three main areas: health-care outcomes and cost, processes of care that serve as indicators or surrogates of outcomes, and patient or consumer satisfaction. Traditional health-care epidemiology has not emphasized measurement of outcomes or patient satisfaction. We do have enormous expertise in measuring processes of care (e.g., infection rates, invasive device utilization, antimicrobial-drug use). In addition, we have considerable experience in creating scientifically valid performance measures and benchmarks for intramural intramural /in·tra·mu·ral/ (-mu´r'l) within the wall of an organ. in·tra·mu·ral adj. Occurring or situated within the walls of a cavity or organ. or external comparisons. The National Nosocomial Infections Nosocomial infections Infections that were not present before the patient came to a hospital, but were acquired by a patient while in the hospital. Mentioned in: Enterobacterial Infections, Staphylococcal Infections Surveillance (NNIS NNIS National Nosocomial Infection Surveillance System ) system is perhaps the largest and certainly the longest ongoing system for monitoring adverse events in hospitals. In the 1990s, rates of infections monitored in NNIS hospitals declined by [is greater than] 30%, suggesting that NNIS benchmarking is an effective quality promotion program in facilities that have invested in the infection control staff necessary for participation (4). Preliminary data also suggest that performance measurement, benchmarking, and feedback systems can improve antimicrobial-drug use and reduce antimicrobial-drug resistant infections among intensive care patients. This approach is likely to have broad utility in preventing adverse events and promoting patient safety in other domains and venues. Measuring adverse event rates is most appropriate when the numerator numerator the upper part of a fraction. numerator relationship see additive genetic relationship. numerator Epidemiology The upper part of a fraction is not expected, at least in the short run, to be zero (i.e., when there is a reasonable expectation that an event occurs often enough to merit attention and is not entirely preventable). Health care-associated infections certainly fall into this category, as do many other complications of health care. From the perspective of those responsible for ensuring quality care to a population of patients, monitoring and comparing rates can be extremely helpful in diagnosing the need for prevention programs at the local level. Likewise, facilities with rates well below those observed in comparable facilities serving comparable patients can be confident that their care is not deficient in that dimension. However, we must also consider the perspective of the individual patient, who is much more concerned about the cause and consequences of his or her infection than with the facility's infection rate. Even in facilities with low infection rates, some individual infections are likely to be preventable. Overreliance on rates can create complacency and lost opportunities to learn from these events and prevent them in the future. The Institute of Medicine report "To Err is Human-Building a Safer Health System" drew national attention to the relevance of this perspective and has legitimized the value of assessing the causes of individual adverse events, errors, and near-misses (5). Likewise, the Joint Commission on Accreditation of Health-Care Organizations requires facilities to investigate sentinel events sentinel event Health policy A term used by the JCAHO for a 'headliner' event that may cause an unexpected or unanticipated outcome or death, and trigger an investigation of a hospital's policies , identify their root causes, and take action to prevent them in the future (see URL URL in full Uniform Resource Locator Address of a resource on the Internet. The resource can be any type of file stored on a server, such as a Web page, a text file, a graphics file, or an application program. : www.jcaho.org/sentinel/sentevnt_frm.html.) Complexity of the Health-Care Delivery System An elderly patient admitted to a hospital with severe community-onset pneumonia may be evaluated in the emergency department, visit the radiology radiology, branch of medicine specializing in the use of X rays, gamma rays, radioactive isotopes, and other forms of radiation in the diagnosis and treatment of disease. department for a state-of-the-art imaging procedure, and then be admitted to the intensive care unit for mechanical ventilation mechanical ventilation n. A mode of assisted or controlled ventilation using mechanical devices that cycle automatically to generate airway pressure. . Once stable, the patient could have a brief stay in a step-down unit before being transferred to a medical ward. Movement from one room to another or from one ward to another is likely because bed or room changes often are needed to accommodate staffing shortages or isolation room requirements. As soon as possible, the patient will be transferred to a skilled nursing facility skilled nursing facility n. Abbr. SNF An establishment that houses chronically ill, usually elderly patients, and provides long-term nursing care, rehabilitation, and other services. and then finally, if all goes well, to home care or home with ambulatory care ambulatory care n. Medical care provided to outpatients. ambulatory care, n the health services provided on an outpatient basis to those who can visit a health care facility and return home the same day. follow-up. Along the way, the patient will have contact with many health-care personnel, including nurses, respiratory therapists, technicians, phlebotomists, dieticians, housekeepers, physicians, consultants, fellows, house staff, and students. In addition, the patient will encounter an amazing a·maze v. a·mazed, a·maz·ing, a·maz·es v.tr. 1. To affect with great wonder; astonish. See Synonyms at surprise. 2. Obsolete To bewilder; perplex. v.intr. array of medical devices and monitors, undergo dozens of laboratory tests, and receive numerous oral and intravenous medications. The systems of health-care delivery, for even a fairly simple problem, are both dynamic and incredibly complex. Patient transfers and complicated interactions between patients, personnel, and the processes of care (each allowing opportunities for adverse events or errors) present formidable challenges to quality health care and effective intervention programs. Clearly, the increasing complexity of health care is a major change driver affecting virtually every domain of our profession. Quality Promotion through Infection Prevention across the Spectrum of Health-Care Delivery The urgent need for enhanced infection prevention programs in nonhospital settings has been acknowledged for more than a decade. However, programs to effectively address this need have been slow to evolve because of lack of information about the incidence and impact of infections; lack of validated methods to monitor infections, antimicrobial-drug use, and resistance; and lack of evidence to document the cost-effectiveness of prevention programs outside hospitals. These deficits can be overcome with research, demonstration programs, and other creative enterprises. However, some contributing factors present more difficult challenges: scant resources for hiring and developing the needed staff; lack of regulatory and accreditation standards to ensure that truly effective program components are in place; and perhaps most importantly, lack of focused leadership and commitment from professional and governmental organizations. The complexity of the delivery system demands new strategies to achieve meaningful improvements in quality and patient safety. The movement of patients through various health-care settings provides strong support for integrating prevention programs to encompass the entire system of care. Until the patient or patient population, rather than the venue of care, is seen as the organizing principle for these activities, effectiveness will be compromised and new prevention opportunities will be missed. For example, monitoring programs may need to measure not only the use of antimicrobial antimicrobial /an·ti·mi·cro·bi·al/ (-mi-kro´be-al) 1. killing microorganisms or suppressing their multiplication or growth. 2. an agent with such effects. drugs in the intensive care unit, but also their use in patients with diabetes or in geriatric patients as they move in and out of various venues of care. If trends toward increased integration of care continue, then integrating infection prevention and quality promotion efforts will be essential. Information Technology The computer age slowly emerged during the last three decades. The 1970 proceedings include a paper describing the use of computer-compatible formats for infection surveillance (6). By 1980, many hospitals had computerized laboratory information systems sufficient to conduct some laboratory-based surveillance and monitor antimicrobial-drug susceptibility. By 1990, systems had evolved to include consideration of the electronic medical record as a key component of surveillance and intervention programs. However, the computer age has clearly given way to the explosive onset of the information age. In 2000, we have access to more information than we dreamed possible even 5 years ago, we can instantaneously exchange that information with anyone, and we can disseminate useful prevention tools anywhere in the world. We are enjoying the benefits of a technologic capacity that far exceeds our own capacity to make effective use of it, a capacity that will revolutionize rev·o·lu·tion·ize tr.v. rev·o·lu·tion·ized, rev·o·lu·tion·iz·ing, rev·o·lu·tion·iz·es 1. To bring about a radical change in: Television has revolutionized news coverage. 2. our profession. Quality Promotion through Informatics Same as information technology and information systems. The term is more widely used in Europe. Medical informatics is the scientific field that uses computer technology and communication systems to retrieve, exchange, and optimize use of biomedical bi·o·med·i·cal adj. 1. Of or relating to biomedicine. 2. Of, relating to, or involving biological, medical, and physical sciences. information and data for making health-care decisions and solving problems. Computer order entry, on-line decision support, and immediate feedback about treatment decisions are now recognized as key opportunities for improving medical care. With the advent of integrated systems, data repositories See repository. , and robust analytic tools, electronic surveillance for infections, antimicrobial-drug resistance, and related adverse health events is a realistic goal. The technology to create local, regional, national, and international networks for communicating health information and providing decision support already exists. E-mail, list-serves, and other informal networking strategies are in wide use. Plans are already under way for integrated state-based electronic notifiable disease no·ti·fi·a·ble disease n. A disease that must be reported to public health authorities at the time it is diagnosed because it is potentially dangerous to human or animal health. Also called reportable disease. reporting, which includes electronic laboratory data reporting protocols (See URL: http://www.cdc.gov/nchs/otheract/phdsc/presenters/nedss.pdf). Programs to link local users in health-care facilities with local and state health departments and CDC have received increasing priority and funding as a component of bioterrorism bi·o·ter·ror·ism n. The use of biological agents, such as pathogenic organisms or agricultural pests, for terrorist purposes. Bioterrorism preparedness and response activities (See URL: http://www.phppo.cdc.gov/han/). Creating effective internet-based bidirectional The ability to move, transfer or transmit in both directions. communication channels between the health-care delivery system and the public health system is likely to optimize detection, prevention and control of many emerging health problems. A complex system such as health-care delivery involves factors that interact in a very complicated manner. Reducing a complex system to its simplest terms (e.g., disease or no disease, risk factor or no risk factor) is one of the strengths of epidemiology. However, this approach is not sufficient for understanding health-care systems and the factors affecting outcomes. Fortunately, advances in systems engineering, computer science, and complexity research have produced new tools for understanding complex systems with important applications in patient safety and health-care quality promotion. It is now possible to mine the large data repositories that contain data from patients, providers, facilities, and plans to identify important trends, evaluate outcomes and costs, and detect associations that may lead to quality promotion interventions. New tools for data mining, which are adept at handling large and robust data sets and tolerate missing or sometimes inaccurate data elements, enhance the feasibility of this process and are already in use for evaluating emerging infections (7). Use of neural network neural network or neural computing, computer architecture modeled upon the human brain's interconnected system of neurons. Neural networks imitate the brain's ability to sort out patterns and learn from trial and error, discerning and extracting analytic software is in its infancy, but several creative applications have demonstrated its utility, including clinical prediction rules A clinical prediction rule is type of medical research study in which researchers try to identify the best combination of medical sign, symptoms, and other findings in predicting the probability of a specific disease or outcome. to aid diagnosis (8,9). These and similar tools help generate new hypotheses that aid understanding of the system or lead to evaluation of new intervention targets. Beyond 2000 Times change, and CDC must change along with them. The Hospital Infections Program has redefined its mission-to protect patients, protect health-care personnel, and promote health-care quality-and initiated a reorganization to more effectively accomplish its priority program objectives. This process is reflected in the new name, Division of Healthcare Quality Promotion, which became effective January 1, 2001. The name change does not signal an end to more than four decades of successful infection prevention and control activities or a new move into "quality." Rather, it reflects what always has been true: infection prevention is a critically important component of quality promotion. To paraphrase par·a·phrase n. 1. A restatement of a text or passage in another form or other words, often to clarify meaning. 2. The restatement of texts in other words as a studying or teaching device. v. Dr. Richard Wenzel's statement in 1990, infection control is the premier program for quality promotion in U.S. hospitals. It makes no sense to ask whether infection control should expand to include quality promotion; infection control has, from its inception, been quality promotion (10). The core activities in health-care epidemiology and infection control--cluster and outbreak investigations, case-control studies case-control study, n an investigation employing an epidemiologic approach in which previously existing incidents of a medical condition are used in lieu of gathering new information from a randomized population. to identify risk factors, surveillance and response, laboratory investigation, intervention efficacy and effectiveness studies-are tools with broad applicability to many domains of health-care quality. We can lend these tools to our colleagues in other disciplines and, in turn, benefit from their tools-root cause analysis, human factors research, hazards analysis, economic assessment--as we pursue common goals. We have a unique opportunity to experience, and, more importantly, to lead the development of consilience Con`sil´i`ence n. 1. Act of concurring; coincidence; concurrence. The consilience of inductions takes place when one class of facts coincides with an induction obtained from another different class. - Whewell. , the linkage of facts and fact-based theory across disciplines to create a common basis for new explanation or action, in health-care quality promotion (11). First, the experience gained from preventing health care-associated infections must be generalized to encompass a broader set of adverse events. The progression is logical: from catheter-associated infections to device-associated infections to device-associated complications; likewise, from surgical site infections to procedure-associated infections to procedure-associated complications; from antimicrobial-drug resistance to medication complications. Together these three generic categories-device, procedure, and medication complications-account for most adverse events and medical errors that affect patient and provider safety, and hence are priority targets for quality promotion efforts. Building on the lessons learned from hospital infection control is one way to achieve rapid success in preventing these related complications. Second, multidisciplinary collaborations are essential to instigate To incite, stimulate, or induce into action; goad into an unlawful or bad action, such as a crime. The term instigate is used synonymously with abet, which is the intentional encouragement or aid of another individual in committing a crime. innovative prevention research, identify new applications for old prevention strategies, maximize synergy among the broad array of professionals engaged in quality promotion efforts, minimize overlap, and conserve scarce, resources. In summary, health-care value purchasing, increasingly complex health-care systems, and information technology are the three most important change drivers that influenced the, inter-related themes of the 4th Decennial Conference: accountability, quality promotion through infection prevention across the health-care delivery system, and medical informatics. Among the change drivers influencing the themes of the 5th International Conference may be a societal mandate for health promotion and health-care access for all. We can hope that market forces demand that "caring"-for patients and their providers-assumes the highest value in health-care purchasing decisions. Until we put the caring back into the health-care delivery system, we cannot hope to be successful with any quality promotion effort. Successful consilience among professionals with complementary skills and capacities working in concert to solve quality of care problems would be an exciting future theme. Prevention "success stories" would be another, perhaps including such topics as elimination of occupational needle injuries, complete adherence to immunization immunization: see immunity; vaccination. guidelines among patients and providers, and substantial reductions in the incidence of antimicrobial drug-resistant infections. Likewise, dramatic reductions in benchmark rates of infections, other adverse events, and medical errors in all health-care venues, a sign that successful measurement and prevention programs have been implemented across the entire system, would be a wonderful theme for the future. Finally, we may fervently fer·vent adj. 1. Having or showing great emotion or zeal; ardent: fervent protests; a fervent admirer. 2. Extremely hot; glowing. hope that the 5th Decennial Conference will celebrate success in accomplishing the single most important factor necessary to promote health-care quality--a system that fosters joy and balance in the lives of health-care providers and the time for them to express their caring and concern for patients. References (1.) Proceedings of the International Conference on Nosocomial Infections, Atlanta, GA, Center for Disease Control, Aug 3-6, 1970. Chicago: American Hospital Association American Hospital Association (AHA), n.pr a nonprofit national organization of individuals, institutions, and organizations engaged in direct patient care. The association works to promote the improvement of health care services. ; 1971. (2.) Symposium on nosocomial infections. Am J Med 1981;70:745-986. (3.) Proceedings of the 3rd International Decennial Conference on Nosocomial Infections. Am J Med 1991;91(supplement). (4.) Centers for Disease Control and Prevention Centers for Disease Control and Prevention (CDC), agency of the U.S. Public Health Service since 1973, with headquarters in Atlanta; it was established in 1946 as the Communicable Disease Center. . Monitoring hospital-acquired infections Hospital-Acquired Infections Definition A hospital-acquired infection is usually one that first appears three days after a patient is admitted to a hospital or other health care facility. to promote patient safety--United States, 1990-1999. MMWR MMWR Morbidity & Mortality Weekly Report Epidemiology A news bulletin published by the CDC, which provides epidemiologic data–eg, statistics on the incidence of AIDS, rabies, rubella, STDs and other communicable diseases, causes of mortality–eg, Morb Mortal Wkly Rep 2000;49:149-53. (5.) Institute of Medicine. To err is human "To Err is Human: Building a Safer Health System" is a groundbreaking report issued in 2000 by the U.S. Institute of Medicine which resulted in an increased awareness of U.S. medical errors. The push for patient safety that followed its release currently continues. : building a safer health system. In: Kohn LT, Corrigan JM, Donaldson MS, editors. Washington, DC: National Academy Press; 2000. (6.) Elder HA, Emori TG, Cao, JD. Evaluation of a computer-compatible system of infection surveillance. Proceedings of the International Conference on Nosocomial Infections, Atlanta, GA, Center for Disease Control, Aug 3-6, 1970. Chicago: American Hospital Association; 1971. p.285-8. (7.) Brossette SE, Sprague AP, Hardin JM, Waites KB, Jones WT, Moser SA. Association rules and data mining in hospital infection control and public health surveillance. J Am Med Inform Assoc 1998;5:373-81. (8.) El-Solh AA, Hsiao CB, Goodnough S, Serghani J, Grant BJ. Predicting active pulmonary tuberculosis pulmonary tuberculosis n. Tuberculosis of the lungs. pulmonary tuberculosis Infectious disease Infection by Mycobacterium tuberculosis using an artificial neural network (artificial intelligence) artificial neural network - (ANN, commonly just "neural network" or "neural net") A network of many very simple processors ("units" or "neurons"), each possibly having a (small amount of) local memory. . Chest 1999;116:968-73. (9.) Flanagan JR, Pittet D, Li N, Thievent B, Suter PM, Wenzel RP. Predicting survival of patients with sepsis Sepsis Definition Sepsis refers to a bacterial infection in the bloodstream or body tissues. This is a very broad term covering the presence of many types of microscopic disease-causing organisms. by use of regression and neural network models. Clin Perform Qual Health Care 1996;4:96-103. (10.) Wenzel RP, Pfaller MA. Infection control: the premier quality assessment program in United States United States, officially United States of America, republic (2005 est. pop. 295,734,000), 3,539,227 sq mi (9,166,598 sq km), North America. The United States is the world's third largest country in population and the fourth largest country in area. hospitals. Am J Med 1991;91:27S-31S. (11.) Wilson EO. Consilience: the unity of knowledge. New York New York, state, United States New York, Middle Atlantic state of the United States. It is bordered by Vermont, Massachusetts, Connecticut, and the Atlantic Ocean (E), New Jersey and Pennsylvania (S), Lakes Erie and Ontario and the Canadian province of : Alfred A. Knopf; 1998. p. 8. Dr. Gerberding is director of the Division of Healthcare Quality Promotion (formerly the Hospital Infections Program) at CDC and associate professor of medicine (infectious diseases infectious diseases: see communicable diseases. ) and epidemiology at the University of California, San Francisco . She has conducted many research investigations on infection prevention among patients and their care providers and contributed to the development of prevention guidelines and policies at the local, state, national, and international levels. Address for correspondence: Julie L. Gerberding, Centers for Disease Control and Prevention, Mailstop A07, Atlanta, GA 30333, USA; fax: 404-639-6400; e-mail: jgerberding@cdc.gov |
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