Evaluating the impact of information technology on medication errors: a simulation.
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Clinical Pharmacy Information Systems↗
Biomedical subjects
James G Anderson
Publications and source records attributed to James G Anderson.
The impact of CyberHealthcare on the physician-patient relationship.
It is estimated that 70 million Americans have used the Internet to acquire health-related information. Multiple factors provide the driving force behind this demand for online health information. Information technology is beginning to change the exclusive focus of medicine from curing disease to prevention of disease and enhancing health status. A critical feature of this change is the development of information and services that assist consumers to assume more responsibility for their own health and to actively participate in health care decisions. At the same time, physicians remain skeptical about the advantages of using the Internet for patient education. Some of the issues that this paper addresses include the following: What are the major factors that are leading to the increased use of the Internet by consumers to obtain health-related information? How do physicians view the use of the Internet by patients to obtain health-related information and services? How is the use of the Internet by consumers affecting physician-patient communications? What are the implications of the Internet for the future of physician-patient relationships?
Attitude of Health Personnel↗
Gas-phase ozonolysis of alkenes: formation of OH from anti carbonyl oxides.
Gas-phase ozone-alkene reactions are known to produce the hydroxyl radical (OH) in high yields. Most mechanistic studies to date have focused on the role of syn carbonyl oxides; however, OH production from ethene ozonolysis indicates a second, poorly understood OH-forming channel, which may contribute to OH production in the ozonolysis of substituted alkenes as well. Using laser-induced fluorescence, we have measured OH and OD yields from the ozonolysis of two partially deuterated alkenes, cis- and trans-3-hexene-3,4-d2. OD is formed from both alkenes, indicating a pathway of hydroxyl-radical formation involving vinylic hydrogens, accounting for one-third of total OH formation from cis-3-hexene. The lack of a significant kinetic isotope effect suggests this pathway is the "hot acid" channel, arising from rearrangement of anti carbonyl oxides. Measured yields also allow for the estimation of syn:anti carbonyl oxide ratios, approximately 50:50 for trans-3-hexene and approximately 20:80 for cis-3-hexene, qualitatively consistent with our understanding of ozonide decomposition pathways.
Journal Article↗
Evaluation in health informatics: computer simulation.
The evaluation of complex medical informatics applications involves not only the information system, but also its impact on the organizational environment in which it is implemented. In instances where these applications cannot be evaluated with traditional experimental methods, computer simulation provides a flexible approach to evaluation. The construction of a computer simulation model involves the development of a model that represents important aspects of the system under evaluation. Once validated, the model can be used to study the effects of variation in system inputs, differences in initial conditions and changes in the structure of the system. Three examples are discussed, namely, a wide-area health care network, physician order entry into a hospital information system, and the use of an information system designed to prevent medical errors that lead to adverse drug events in hospitals.
Computer Simulation↗
Evaluation in health informatics: social network analysis.
Social network analysis comprises a set of research methods that can be used to analyze the relationships among entities such as people, departments, and organizations. The purpose of the analysis is to discover patterns of relationships that affect both individual and organizational attitudes and behavior such as the adoption, diffusion, and use of new medical informatics applications. This paper presents an introduction to the concepts and methods of social network analysis. Several applications to health informatics are described.
Attitude↗
Modeling the costs and outcomes of cardiovascular surgery.
Coronary artery bypass graft (CABG) operations consume more health care resources than any other single procedure. The objective of this study was to develop a computer simulation model that can be used to predict costs and patient outcomes of CABG surgery. The analysis is based on a systems dynamic model developed using STELLA software. Two sets of data from Medicare patients who underwent CABG operations at Methodist Hospital of Indiana were used to construct and validate the model. The model predictions of length of hospital stay, use of specialists in caring for patients, costs and postoperative functional status are reasonably close to actual data on patients who underwent CABG surgery. The analysis indicates the most important factors affecting costs and outcomes are gender, age, whether or not the surgery is a reoperation and whether the patient experiences postoperative complications. The model can be used to predict costs and outcomes for a patient population from a small set of preoperative characteristics (i.e., age, gender, DRG, whether the surgery is a reoperation, and the patient's operative status). A second potential use of the model is to answer clinical questions such as do the costs and risks of CABG operations outweigh the benefits for patients with certain risk factors.
Aged↗
E-medicine and health care consumers: recognizing current problems and possible resolutions for a safer environment.
Millions of Americans access the Internet for health information, which is changing the way patients seek information about, and often treat, certain medical conditions. It is estimated that there may be as many as 100,000 health-related Web sites. The availability of so much health information permits consumers to assume more responsibility for their own health care. At the same time, it raises a number of issues that need to be addressed. The health information available to Internet users may be inaccurate or out-of-date. Potential conflicts of interest result from the blurring of the distinction between advertising and professional health information. Also, potential threats to privacy may result from data mining. Health care consumers need to be able to evaluate the quality of the information provided on the Internet. Various evaluative mechanisms such as codes of ethics, rating systems, and seals of approval have been developed to aid in this process. The effectiveness of these solutions is evaluated in this paper. Finally, the paper addresses the importance of including patients in developing standardized quality assurance systems for online health information.
Conflict of Interest↗
Evaluating the capability of information technology to prevent adverse drug events: a computer simulation approach.
BACKGROUND: The annual cost of morbidity and mortality due to medication errors in the U.S. has been estimated at $76.6 billion. Information technology implemented systematically has the potential to significantly reduce medication errors that result in adverse drug events (ADEs). OBJECTIVE: To develop a computer simulation model that can be used to evaluate the effectiveness of information technology applications designed to detect and prevent medication errors that result in adverse drug effects. METHODS: A computer simulation model was constructed representing the medication delivery system in a hospital. STELLA, a continuous simulation software package, was used to construct the model. Parameters of the model were estimated from a study of prescription errors on two hospital medical/surgical units and used in the baseline simulation. Five prevention strategies were simulated based on information obtained from the literature. RESULTS: The model simulates the four stages of the medication delivery system: prescribing, transcribing, dispensing, and administering drugs. We simulated interventions that have been demonstrated in prior studies to decrease error rates. The results suggest that an integrated medication delivery system can save up to 1,226 days of excess hospitalization and $1.4 million in associated costs annually in a large hospital. The results of the analyses regarding the effects of the interventions on the additional hospital costs associated with ADEs are somewhat sensitive to the distribution of errors in the hospital, more sensitive to the costs of an ADE, and most sensitive to the proportion of medication errors resulting in ADEs. CONCLUSIONS: The results suggest that clinical information systems are potentially a cost-effective means of preventing ADEs in hospitals and demonstrate the importance of viewing medication errors from a systems perspective. Prevention efforts that focus on a single stage of the process had limited impact on the overall error rate. This study suggests that system-wide changes to the medication delivery system are required to drastically reduce mediation errors that may result in ADEs in a hospital setting.
Clinical Pharmacy Information Systems↗
A focus on simulation in medical informatics.
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Computer Simulation↗