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Towards a semantic medical Web: HealthCyberMap's tool for building an RDF metadata base of health information resources based on the Qualified Dublin Core Metadata Set.

BACKGROUND: HealthCyberMap (http://healthcybermap.semanticweb.org/) aims at mapping Internet health information resources in novel ways for enhanced retrieval and navigation. This is achieved by collecting appropriate resource metadata in an unambiguous form that preserves semantics. MATERIAL/METHODS: We modelled a qualified Dublin Core (DC) metadata set ontology with extra elements for resource quality and geographical provenance in Prot g -2000. A metadata collection form helps acquiring resource instance data within Prot g . The DC subject field is populated with UMLS terms directly imported from UMLS Knowledge Source Server using UMLS tab, a Prot g -2000 plug-in. The project is saved in RDFS/RDF. RESULTS: The ontology and associated form serve as a free tool for building and maintaining an RDF medical resource metadata base. The UMLS tab enables browsing and searching for concepts that best describe a resource, and importing them to DC subject fields. The resultant metadata base can be used with a search and inference engine, and have textual and/or visual navigation interface(s) applied to it, to ultimately build a medical Semantic Web portal. Different ways of exploiting Prot g -2000 RDF output are discussed. CONCLUSIONS: By making the context and semantics of resources, not merely their raw text and formatting, amenable to computer 'understanding,' we can build a Semantic Web that is more useful to humans than the current Web. This requires proper use of metadata and ontologies. Clinical codes can reliably describe the subjects of medical resources, establish the semantic relationships (as defined by underlying coding scheme) between related resources, and automate their topical categorisation.

Humans↗

The use of online information resources by nurses.

PURPOSE: Based on the results of an informal needs assessment, the Usage of Online Information Resources by Nurses Project was designed to provide clinical nurses with accurate medical information at the point of care by introducing them to existing online library resources through instructional classes. Actual usage of the resources was then monitored for a set period of time. METHODS: A two-hour hands-on class was developed for interested nurses. Participants were instructed in the content and use of several different online resources. A special Web page was designed for this project serving as an access point to the resources. Using a password system and WebTrends trade mark software, individual participant's usage of the resources was monitored for a thirty-day period following the class. At the end of the thirty days, usage results were tabulated, and participants were sent general evaluation forms. RESULTS: Eight participants accessed the project page thirty-nine times in a thirty-day period. The most accessed resource was Primary Care Online (PCO), accessed thirty-three times. PCO was followed by MD Consult (17), Ovid (8), NLM resources (5), and electronic journals (1). The individual with the highest usage accessed the project page thirteen times. CONCLUSIONS: Practicing clinical nurses will use online medical information resources if they are first introduced to them and taught how to access and use them. Health sciences librarians can play an important role in providing instruction to this often overlooked population.

Adult↗

Human resources for control of tuberculosis and HIV-associated tuberculosis.

The global targets for tuberculosis (TB) control were postponed from 2000 to 2005, but on current evidence a further postponement may be necessary. Of the constraints preventing these targets being met, the primary one appears to be the lack of adequately trained and qualified staff. This paper outlines: 1) the human resources and skills for global TB and human immunodeficiency virus (HIV) TB control, including the human resources for implementing the DOTS strategy, the additional human resources for implementing joint HIV-TB control strategies and what is known about human resource gaps at global level; 2) the attempts to quantify human resource gaps by focusing on a small country in sub-Saharan Africa, Malawi; and 3) the main constraints to human resources and their possible solutions, under six main headings: human resource planning; production of human resources; distribution of the work-force; motivation and staff retention; quality of existing staff; and the effect of HIV/AIDS. We recommend an urgent shift in thinking about the human resource paradigm, and exhort international policy makers and the donor community to make a concerted effort to bridge the current gaps by investing for real change.

AIDS-Related Opportunistic Infections↗

Conserved ontogeny and allometric scaling of resource acquisition and allocation in the Daphniidae.

Life histories vary widely among taxa, but within phylogenetic groups there may be a fundamental framework around which trait variation is organized, perhaps as a consequence of lineage-specific developmental constraints. In organisms with indeterminate growth, there is an ongoing problem of optimally allocating resources between growth and reproduction, and that allocation decision may manifest itself through allometric scaling. Previous work on freshwater zooplankton has shown that the ontogenetic pattern of resource allocation can be described by simple mathematical functions. An important component of understanding how such functions can explain life-history variation is to discover which parameters in these functions are robust, with respect to both resource availability and evolutionary diversification, and which parameters exhibit interspecific allometry. To shed light on these issues, detailed life table experiments were conducted on eight species in the family Daphniidae (Crustacea) at high and low levels of resources. Using data on growth, reproduction, and instar duration, the ontogeny of resource allocation to growth and reproduction could be described as functions that plateau at or shortly after the onset of maturity. To be sure that the results were not an artifact of phylogenetic structure, the parameters were tested in a phylogenetically controlled fashion. The results suggest a simple set of resource allocation rules for daphniids, whereby all species exhibit a similar form of ontogenetic change in allocation, and reach a plateau where approximately 94% of available resources are allocated to reproduction. The asymptotically maximal rate of net resources incorporated in growth and reproduction was positively related to size at maturity, whereas the rates of approach to plateaus (for both net resource assimilation and proportional allocation to reproduction) were negatively related to body size. Per-offspring investment was positively related to the square root of size at maturity. Using this approach, a wide range of interspecific variation in life-history features can be related to a single underlying trait, the size at first reproductive investment.

Adaptation, Physiological↗

Adaptive change in the resource-exploitation traits of a generalist consumer: the evolution and coexistence of generalists and specialists.

Mathematical models of consumer-resource systems are used to explore the evolution of traits related to resource acquisition in a generalist consumer species that is capable of exploiting two resources. The analysis focuses on whether evolution of traits determining the capture rates of two resources by a consumer species produce one generalist, two specialists, or all three types, when all types are characterized by a common fitness function. In systems with a stable equilibrium, evolution produces one generalist or two specialists, depending on the second derivative of the trade-off relationship. When there are sustained population fluctuations, the nature of the trade-off between the consumer's capture rates of the two resources still plays a key role in determining the evolutionary outcome. If the trade-off is described by a choice variable between zero and one that is raised to a power n, polymorphic states are possible when n > 1, which implies a positive second derivative of the curve. These states are either dimorphism, with two relatively specialized consumer types, or trimorphism, with a single generalist type and two specialists. Both endogenously driven consumer-resource cycles, and fluctuations driven by an environmental variable affecting resource growth are considered. Trimorphic evolutionary outcomes are relatively common in the case of endogenous cycles. In contrast to a previous study, these trimorphisms can often evolve even when new lineages are constrained to have phenotypes very similar to existing lineages. Exogenous cycles driven by environmental variation in resource growth rates appear to be much less likely to produce a mixture of generalists and specialists than are endogenous consumer-resource cycles.

Animals↗

Resource materials for faculty development.

BACKGROUND AND METHODS: Practical, well-designed, state-of-the-art resources are needed to help medical faculty enhance their skills as educators, researchers, administrators, and academics. Books, audio and video programs, CD-ROM-based programs, and interactive programs created for use on the Internet are needed for independent study, for peer learning, and for activities that are facilitated by faculty developers. The more pressure there is on faculty time, the more desirable becomes the availability of resources that can be used privately, flexibly, and in multiple locations (including home). In this paper, we 1) describe the strategies we used in identifying resources, 2) briefly describe some recently developed resources, 3) make observations about existing resources, and (4) make recommendations for the kinds of resources that need to be created and some criteria to consider when selecting and creating resources. The task of finding existing resources proved to be quite difficult, so as an outgrowth of the research done for this article, we created a Web site (http:@www.uchsc.edu/CIS) that provides a continually updated, annotated list of resources for faculty in the health professions and links to other sites with relevant information.

Computer Communication Networks↗

Physician resource use and willingness to participate in assisted suicide.

OBJECTIVE: To explore the relationship between general internists' tendency to conserve medical resources and their willingness to participate in physician-assisted suicide (PAS). DESIGN AND PARTICIPANTS: Survey of a random sample of general internists in 6 urban areas of the United States. MEASUREMENTS: We assessed the physicians' use of medical resources by constructing a scale based on 6 hypothetical clinical scenarios in which respondents were given a choice between resource-intensive and resource-conserving options. We then presented a scenario of a competent terminally ill patient with breast cancer making stable and persistent requests for PAS. RESULTS: Sixty-seven (33%) of the 206 respondents indicated that they would participate in the suicide of the depicted patient. In a multivariate model, physicians who were more conservative with resources were 6.4 times more likely than their resource-intensive counterparts to prescribe the requested drugs (P = .02); minority physicians were less willing than whites to participate in PAS (odds ratio, 0.34; P = .03). Physicians' number of years in practice, location, sex, reported percentage of fee-for-service patients, and self-reported strength and direction of financial incentives in the respondents' practices were not associated with willingness to prescribe drugs for PAS. CONCLUSIONS: Most general internists, especially minority physicians, are personally reluctant to participate in PAS. While the characteristics of their practices do not affect PAS, physicians who tend to practice resource-conserving medicine are significantly more likely than their resource-intensive counterparts to provide a lethal prescription at the request of a terminally ill patient.

Health Resources↗

The illusion of end-of-life resource savings with advance directives. SUPPORT Investigators. Study to Understand Prognoses and Preferences for Outcomes and Risks of Treatment.

OBJECTIVE: Would increasing the documentation of advance directives (ADs) lead to a reduction in resource utilization? We examined this question by conducting three secondary analyses: (1) we tested for a change in resource use among those who died in the hospital at a time before and after an intervention that increased the documentation of ADs in the medical record; (2) we replicated analyses of published studies that reported an association of chart documentation of ADs and hospital resource use; and (3) we examined whether a potential explanation of the observed association is biased documentation of ADs among patients who have completed an AD. DESIGN: Replication of analysis of previous published studies using data from a prospective cohort study and block-randomized controlled trial. SETTING: Five teaching hospitals in the United States. PATIENTS: A total of 9105 seriously ill patients were enrolled in the Study to Understand Prognoses and Preferences for Outcomes and Risks of Treatments (SUPPORT), including 4301 patients in the 2 years (1989-91) before the Patient Self-Determination Act (PSDA) and 4804 in the 2 years (1992-94) after the PSDA implementation, with 2652 patients receiving the intervention and 2152 serving as controls. INTERVENTIONS: The SUPPORT intervention provided a nurse to facilitate communication among patients, surrogates, and physicians about preferences for and outcomes of treatments. Documenting existing advance directives was also one of this nurse's tasks. The Patient Self-Determination Act required that health care institutions inquire about and document existing advance directives at the time of hospital admission. MEASUREMENT: Hospital resource use was derived from the Therapeutic Intensity Scoring System and hospital length of stay, converted into 1994 dollars. RESULTS: Chart documentation of existing advance directives at the time of study admission increased with both the PSDA and the SUPPORT intervention. We found that intervention patients were more likely to have pre-existing ADs documented. Despite this increase, there was no corresponding change in hospital resource use for those who died during the enrollment hospitalization. Replication of analyses from published studies using data from the block randomized controlled trial found that ADs documented by the third day of serious illness were associated with a 23% reduction in hospital resource use among control patients ($21,284 with ADs documented compared with $26,127 without, 95% CI 1-48% reduction). However, this association was not observed among intervention patients, who had more pre-existing ADs documented in the medical record. Intervention patients with early documentation of ADs showed a trend toward greater cost ($28,017 compared with $24,178 among those without AD documentation, 95% CI 0-25% increase). The rate of documentation and characteristics of those with documentation differed between control and intervention patients. Intervention patients were more likely (as reported by patient or surrogate interview) to have ADs documented in the medical record by the third day (55% vs 32%, P < .001). In contrast to intervention patients, control patients who were older, less wealthy, less educated, more likely to prefer to forgo CPR, and more likely to want life-sustaining treatment limited had their ADs documented. These associations were not found among intervention patients when comparison was made between those with and those without an AD documented in the medical record. CONCLUSION: Increasing the documentation of pre-existing ADs was not associated with a reduction in hospital resource use. ADs documented without further intervention by the third day of a serious illness were associated with decreased hospital resource use. However, we did not find this association with an intervention that increased AD documentation. One potential explanation of these findings is that classification of those with an AD was based on cha

Advance Directives↗

[Activation of resources in elderly depressed patients. An overview of current knowledge].

Psychotherapeutic research has empirically proven the activation of resources to be a primary and pervasive activating principle. Equally empirically substantiated is psychotherapy with the aged. In the present article, the specific application of resources activation in psychotherapy for old-age depression is particularly emphasized and attempts at defining the concept of resources as well as hints towards the discovery of resources are explored. Contrary to earlier assumptions that ageing is a deficiency process, it has now been shown that despite evident losses in various life areas in aging, some resources can be defined which can be decisive for a sense of well-being among the elderly and for prophylaxis or therapy of old-age depression. Procedures and resource activation with content must be activated in parallel with problem actualization so that feelings of self-esteem and well-being increase, problems are solved and experiences of loss due to ageing are compensated. One of the most important resources among the elderly has proved to be the ability to accommodate and the social network. Group therapy as an effective and economical form of therapy as well as the therapeutic relationship itself can be employed as resources to promote social interaction among the aged.

Aged↗

Do attending or resident physician practice styles account for variations in hospital resource use?

Prospective payment has created incentives for hospitals to identify physicians who are responsible for high or excessive rates of resource use. However, at teaching hospitals it is unclear whether individual attending or resident physicians account for a substantial portion of the observed variations in hospital resource use. To explore this issue, case-mix adjusted hospital length of stay and ancillary resource use at a university teaching hospital for 7,667 consecutive discharges on general medicine wards and 7,566 discharges on medical subspecialty wards were evaluated. After controlling for case mix and patient characteristics (patients' age, sex, marital status, insurance status, and ward service), only 2% of the length of stay variance (log transformed) was attributable to the attending physician on general medicine wards (P = 0.06) and 1% on subspecialty medicine wards (P < 0.01). For total ancillary resource use, about 2% of the variance was attributable to general medicine and subspecialty ward attendings. Similar associations were found for resident physicians, although the overlap of attending and resident physicians' month-long rotations prevented critical appraisal of their independent contributions to resource use. Furthermore, labeling attending physicians as high or low hospital resource utilizers based on data from one month of attending duty (mean admissions = 33 +/- 7) would be scarcely better than randomly classifying them (kappas ranged from -0.05 for length of stay on subspecialty services to 0.18 for pharmacy use on general medicine services). In conclusion, in this university teaching hospital, attendings and residents account or a small, although statistically significant, amount of the variation in hospital resource use. It would be impractical for the hospital to reliably profile the resource use intensity of individual physicians.

Analysis of Variance↗

Does supplementary prenatal nursing and home visitation support improve resource use in a universal health care system? A randomized controlled trial in Canada.

BACKGROUND: The addition of supplementary prenatal support may improve the health and well-being of high-risk women and families. The objective of this randomized controlled trial was to examine the impact of supplementary prenatal care on resource use among a community-based population of pregnant women. METHODS: Pregnant women from three urban maternity clinics were randomized (a) to current standard of physician care, (b) to current standard of care plus consultation with a nurse, or (c) to (b) plus consultation with a home visitor. Participants were 1,352 women who received 3 telephone interviews. The primary outcome was resource use (e.g., attended prenatal classes, used nutritional counseling). RESULTS: Overall, those in the nurse intervention group were more likely to attend an "Early Bird" prenatal class and parenting classes, and to use nutrition counseling and agencies that assist with child care. Women provided with extra nursing and home visitation supports were more likely to use a written resource guide, nutrition counseling, and agencies that assist with child care. Among women at higher risk (e.g., language barriers, young maternal age, low income), the nurse intervention significantly increased use of early prenatal classes, whereas the nurse and home visitor intervention significantly increased use of the written resource guide and nutrition counseling. The intervention substantially increased the amount of information received on numerous pregnancy-related topics but had little impact on resource use for mental health and poverty-related needs. Among those with added support, resource use among low-risk women was generally greater than among high-risk women. CONCLUSIONS: Additional support provided by nurses, or nurses and home visitors, can successfully address informational needs and increase the likelihood that women will use existing community-based resources. This finding was true even for high-risk women, although this intervention did not reduce the difference in resource use between high- and low-risk women.

Adult↗

Imposed burdens: a Mexican American mother's experience of family resources in a newborn intensive-care unit.

OBJECTIVE: A case study analysis examines how the availability of resources to ensure family-centered care (FCC) in a newborn intensive-care unit (NICU) affected one Latina mother's NICU experience. DESIGN: Case study analysis. SETTING: An NICU in the western United States. SAMPLE: A mother of Mexican American heritage, bilingual in Spanish and English. MAIN OUTCOME MEASURE: Audiotaped interviews and field notes of the mother's descriptions, actions, and evaluation surrounding family resources in the NICU were analyzed using narrative and content analysis. RESULTS: Inadequate resources to facilitate the provision of FCC in the NICU resulted in a complex set of interrelationships and situations in which providers and other Latina mothers, with varying personal resources, called upon the mother to fill in the resource gaps. Important areas of work of the NICU were shifted to the Latina mothers differentially based on their personal resources. These areas of work included facilitation of families' access to their babies, interpretation, information and emotional support, and elements of discharge planning and teaching. CONCLUSIONS: Adequate resources to ensure FCC in the NICU is highly relevant to the care of all families. Nurses must ground their advocacy in actions that help secure needed resources without shifting responsibility to other NICU families.

Adaptation, Psychological↗

Factors associated with increased resource utilization for congenital heart disease.

OBJECTIVE: To identify patient, institutional, and regional factors that are associated with high resource utilization for congenital heart surgery. METHODS: We used hospital discharge data from the Healthcare Cost and Utilization Project (HCUP) Kids' Inpatient Database (KID) year 2000 (data from 27 states). Patients who had congenital heart surgery and were younger than 18 years were identified using International Classification of Diseases, Ninth Revision, Clinical Modification codes. High resource utilization admissions were defined as those in the highest decile for total hospital charges. Univariate and multivariate analyses with and without deaths were used to determine demographic and hospital predictors for cases of high resource use. Case-mix severity was approximated using Risk Adjustment for Congenital Heart Surgery risk groups. Regional and state differences were also examined. RESULTS: Among 10,569 cases of congenital heart surgery identified, median total hospital charges were 53,828 dollars. Statewide differences in the number of high resource use admissions were present; California, Colorado, Florida, Hawaii, Pennsylvania, and Texas were more likely to have high resource use cases, and Maine and South Carolina were less likely. Subsequent analyses were performed adjusting for baseline state effects. Multivariate analyses using generalized estimating equations models revealed Risk Adjustment for Congenital Heart Surgery risk category (odds ratio [OR]: 1.66-14.1), age (OR: 3.81), prematurity (OR: 4.85), the presence of other major noncardiac structural anomalies (OR: 2.53), Medicaid insurance (OR: 1.48), and admission during a weekend (OR: 1.62) to be independent predictors of a higher odds of high cost cases. Although some institutional differences were noted in univariate analyses, gender, race, bed size, teaching and children's hospital status, hospital ownership, and hospital volume of cardiac cases were not independently associated with greater odds of high resource utilization. CONCLUSIONS: States varied in the frequency of high resource utilization for congenital heart surgery. Patients who had greater disease complexity, younger age, prematurity, other anomalies, and Medicaid and were admitted during a weekend were more likely to result in high resource utilization. Institutions of various types did not differ in high cost admissions, regardless of children's hospital or teaching status.

Cardiac Surgical Procedures↗

Resource allocation--the legal implications.

Problems of resource allocation in the many health systems throughout the world are increasingly urgent. Although some argue that the problem is not one of limited resources but of misallocation of resources that would be sufficient if properly used. Most writers agree that there are insufficient resources available to meet demand, requiring action to allocate limited resources. Extensive debate among ethicists, economists, and policy-makers is devoted to determining effective, efficient and equitable methods of allocating limited resources in response to potentially unlimited demand. This paper outlines the problem of resource allocation and examines a recent Australian case in light of the complex problems raised by the need to contain health care costs in a mixed public and private health care system. Legal tensions are created by the possibility that resource constraints may affect the physician's role in caring for the patient, with possible consequences in negligence.

Australia↗

How advance directives affect hospital resource use. Systematic review of the literature.

OBJECTIVE: To assess whether advance directives influence resource use by hospitalized patients. DATA SOURCES: A systematic search of computerized medical databases, reference lists from relevant articles, and personal files was conducted to identify studies examining the association between advance directives and resource use. STUDY SELECTION: Primary studies assessing the effect of advance directives on hospital resource use were selected if they had a clear quantitative measure of hospital resource use, hospitalized patients as a study population, a control group for comparison, and a description of the advance directive being studied. Data on the following topics were abstracted from studies meeting inclusion criteria: study methods and design, resource use, source of financial data, description of advance directive, population size and composition, length of assessment. SYNTHESIS: Six studies met inclusion criteria. Three retrospective studies showed significant reductions in resource use associated with documentation of advance directives while three prospective studies (two randomized, one not randomized) showed no association between advance directives and reduced resource use. Studies were limited to narrowly defined patient populations in US tertiary care hospitals. CONCLUSIONS: Little evidence supports the hypothesis that advance directives reduce resource use by hospitalized patients. Some retrospective studies have shown savings, but their conclusions are weakened by shortcomings in study design. Prospective trials, which have better experimental methods, have demonstrated no evidence of cost savings with the use of advance directives.

Advance Directives↗

International comparison of health care systems using resource profiles.

The most frequently used bases for comparing international health care resources are health care expenditures, measured either as a fraction of gross domestic product (GDP) or per capita. There are several possible reasons for this, including the widespread availability of historic expenditure figures; the attractiveness of collapsing resource data into a common unit of measurement; and the present focus among OECD member countries and other governments on containing health care costs. Despite important criticisms of this method, relatively few alternatives have been used in practice. A simple framework for comparing data underlying health care systems is presented in this article. It distinguishes measures of real resources, for example human resources, medicines and medical equipment, from measures of financial resources such as expenditures. Measures of real resources are further subdivided according to whether their factor prices are determined primarily in national or global markets. The approach is illustrated using a simple analysis of health care resource profiles for Denmark, France, Germany, Sweden, the United Kingdom, and the USA. Comparisons based on measures of both real resources and expenditures can be more useful than conventional comparisons of expenditures alone and can lead to important insights for the future management of health care systems.

Delivery of Health Care↗

Resource use by physician assistant services versus teaching services.

OBJECTIVE: To compare resource use in physician assistant (PA) services versus teaching services for 5 medical diagnostic groups in a large community teaching hospital, while controlling for attending physician. METHODS: The sample was drawn from an administrative database of patients admitted to an internal medicine service in which attending physicians' cases rotated between the PA and teaching services on a preassigned schedule. Diagnoses included in the study were stroke (diagnosis-related group [DRG] 014), pneumonia (DRG 089), acute myocardial infarction (DRG 122), congestive heart failure (DRG 127), and gastrointestinal hemorrhage (DRG 174). Cases discharged between January 1, 1994, and June 30, 1995, were evaluated. Inclusion of cases was based on the Integrated Inpatient Management Model (IIMM). Resource use was measured using direct costs expressed as relative value units (RVUs) for radiology, laboratory, and total resource use, as well as for length of stay (LOS). RESULTS: After adjustment for admitting physician effects and other covariates, the mixed model analyses indicated that PAs used fewer total ancillary resources for patients with pneumonia and fewer laboratory resources for patients with stroke, pneumonia, and congestive heart failure than did residents, on average. No significant differences were noted in average LOS or use of radiology resources between PA and teaching services. In no cases did PAs use significantly more resources than residents. However, significantly higher mortality among pneumonia cases was detected for PAs. CONCLUSIONS: In the same practice setting, PAs used resources as effectively as, or more effectively than, residents.

Ancillary Services, Hospital↗

Bio-Health Information: a Preliminary Review of On-line Cystic Fibrosis Resources.

The aims of this study are to determine, and to better understand, elements that are common across a range of bio-health information resources; and to characterize those resources in terms of search and display functionality. Our ultimate goal is to better define the role of bio-health information in clinical practice and in biological research. This paper reports our first step, which is to compare different web-based resources that describe cystic fibrosis. The resources came from PubMed, Nucleotide, EMBL-EBI, DDBJ, OMIM, MeSH, ICD-10, and the Cystic Fibrosis Mutation Database. We found obvious differences in terms of scope and purpose. However, while there were obvious similarities between related resources in terms of content, we also found differences among these resources in terms of display form, specificity of qualifiers, file format and the potential for computer processing. While our work is in its early stages, this study has clarified the nature of bio-health information resources and has allowed us to begin to characterize these resources in terms of their suitability in clinical practice and in biological research.

Cystic Fibrosis↗