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Comparison of the use of medical resources and outcomes in the treatment of aneurysmal subarachnoid hemorrhage between Canada and the United States.

OBJECTIVE: Using data from a randomized trial of tirilazad mesylate, we assessed the differences between Canada and the United States in the use of medical resources and outcomes in the treatment of aneurysmal subarachnoid hemorrhage during the first 90 days after admission to the hospital. METHODS: Of the 877 patients for whom economic data were available, 194 were enrolled in Canada and 683 were enrolled in the United States. The differences between the countries in patient characteristics, use of medical resources, and outcomes were analyzed by comparing means and the 95% confidence intervals (CIs) around the differences in means. These differences also were predicted with use of multivariable regression analysis. RESULTS: The average hospital stay was 4.2 days longer (95% CI, 1.3 to 7.1 days) in Canada, but most of the extra stay was among patients admitted to the study in poor neurological condition. In general, however, hospital stays in Canada were substantially less intensive. Patients treated in Canada spent 3.7 fewer days (95% CI, 1.2 to 6.1 days) in nursing homes and rehabilitation centers than did patients in the United States. No statistically significant differences were seen for Glasgow Outcome Scale score, death, and occurrence of vasospasm. CONCLUSIONS: For patients admitted to the study in good neurological condition, the apparent difference in length of stay between Canada and the United States was caused by a shift in the sites of formal care rather than to the length of this care. For those admitted in poor neurological condition, both the length and sites of care differed between the two countries. No significant difference in outcomes appeared to justify these differences in the use of medical resources.

Canada↗

Time, uncertainty, and individual differences in decisions to cooperate in resource dilemmas.

Many environmental problems are resource dilemmas that contain two components-social and temporal-that encourage individuals not to act in the best interest of the group. Most research has focused on the social component. The authors examined the importance of the temporal component in two resource dilemma tasks. Participants (N = 112) reported their willingness to limit resource consumption in response to hypothetical dilemmas and forfeited extra credit points in response to a real dilemma. Cooperation rates were higher when the temporal dilemma was diminished, when uncertainty about environmental impacts was low, and for women. Individuals high in both proenvironmentalism and consideration of future consequences sustained high levels of cooperation even in the face of strong temporal dilemmas.

Adolescent↗

Factors and perspectives affecting nursing resource consumption in community hospitals.

The consumption of professional and non-professional nursing resources on medical/surgical nursing units varies sharply among community hospitals. In an effort to explain the variation, this study examines several factors: socio-economic characteristics of the population; supply of registered nurses; hospital characteristics such as size, complexity and diversity of services; patient characteristics such as case mix index and nursing care acuity index; and production system characteristics such as efficiency of technical support systems and the structure of nursing care delivery. Nursing skill mix varies more than the staffing levels among hospitals. The research suggests that factors associated with a clinical-rational model such as nursing acuity index and the efficiency of clinical/support systems explains little, whereas factors associated with economic-rational model of hospital revenues--like case mix, number of hospital services, poverty (through Medicaid program) and age distribution (through Medicare program)--do significantly affect nursing resource consumption. The results point to the presence of resource allocation to nursing based on hospital revenues rather than patient care needs.

Analysis of Variance↗

The mediational role of relationship efficacy and resource utilization in the link between physical and psychological abuse and relationship termination.

This study examines the roles of physical and emotional abuse and resource utilization, relationship efficacy, and childhood abuse on relationship status (together or separated) in a sample of 69 low-income, nonsheltered battered women. Separate path models were conducted for physical and psychological abuse. Increased physical abuse was related to separated status, increased resource utilization, and decreased efficacy. The effect of physical abuse on status was mediated by resource utilization and efficacy, whereas the effect of psychological abuse on status was partially mediated only by utilization. Increased childhood abuse was associated with together status. Baseline psychological but not physical abuse predicted a longer term separated status thereby suggesting that the effects of psychological abuse may be enduring.

Adult↗

Case mix measurement in English hospitals: an evaluation of five methods for predicting resource use.

OBJECTIVES: The introduction of an internal market in the British National Health Service (NHS) has highlighted the importance of developing appropriate, valid and timely measures of hospital activity, both for the purposes of specifying and monitoring contracts and for evaluating the success of the NHS reforms in general. This paper compares the validity of five case mix methods (Diagnosis Related Groups (DRGs); Healthcare Resource Groups (HRGs) versions 1 and 2; specialty classification; a simple age categorization) in predicting resource use. METHODS: Two data sets were used to compare different case mix methods. A 3% random sample (n approximately equal to 300,000) of the 1992/3 Hospital Episodes Statistics was used to test their ability to predict variation in length of stay, and a second set of individually costed patient episodes from two hospitals (n approximately equal to 40,000) was used to test their ability to explain cost variation. Analysis of variance models were used to assess the fit of each of the case mix systems to test data and a simple significance test of differences in mean squared error between models was applied. RESULTS: All case mix methods performed poorly on untrimmed data. When lengths of stay greater than 29 days were excluded, version 2 of HRGs explained 31% of total variance in length of stay and 25% of cost variation. DRGs explained less variance but performed better than HRGs version 1. For a typical hospital patient population consisting of a range of specialties, the difference in explanatory power between HRGs V2 and DRGs was statistically significant at the 5% level for sample sizes of approximately 2000 or greater. For individual specialties, the minimum sample size required for the difference between the groupers to be significant ranged from around 300 to over 2000. CONCLUSIONS: The locally developed HRGs version 2 system appears to offer superior performance in terms of resource homogeneity to other currently available approaches. It is also more adaptable and cheaper than imported alternatives and has been formally endorsed by the UK medical Royal Colleges.

Analysis of Variance↗

Validity and reliability of Resource Utilization Groups (RUG-III) in Finnish long-term care facilities.

Resource Utilization Groups, Version III (RUG-III) is a case-mix system developed in the USA for classification of long-term care residents. This paper examines the validity and reliability of an adapted 22-group version of RUG-III (RUG-III/22) for use in long-term care facilities in Finland. Finnish cost weights for RUG-III/22 groups are calculated and different methods for their computation are evaluated. The study sample (1,964 residents) was collected in 1995-96 from ten long-term care facilities in Finland. RUG-III/22 alone explained 38.2% of the variance of total patient-specific (nursing + auxiliary staff) per diem cost. Resource use within RUG groups was relatively homogeneous. Other predictors of resource use included age, gender and length of stay. RUG-III/22 also met the standard for good reliability (i.e. a kappa value of 0.6 or higher) for crucial classification items, such as activities of daily living and high correlation between assessments based on relative cost.

Activities of Daily Living↗

The role of daclizumab in balancing resources for inpatient and outpatient transplant services.

Transplant professionals have the dual responsibility of achieving acceptable clinical outcomes and controlling costs. One approach transplant centers have used to control transplant-related costs has been to decrease patients' length of stay, and thus it has decreased significantly in the last 6 years. This reduction in resource consumption has been accomplished by increased efficiency in providing transplantation services, expanding the number of outpatient services available, and integrating new technologies. Future cost containment measures by payers, especially Medicare, will continue to require that transplant centers manage resources and meet financial objectives while achieving acceptable clinical outcomes. Daclizumab, a new immunosuppressive drug, is used as an example in this article, which assesses its value in helping meet resource management and financial goals.

Antibodies, Monoclonal↗

Persistent asthma: disease control, resource utilisation and direct costs.

Despite evidence that adverse outcomes are less frequent when asthma management is optimised, the link between the level of control, disease severity and medical resource utilisation (MRU) is poorly documented. This relationship was investigated in a group of patients suffering from persistent asthma (Global Initiative for Asthma (GINA) > or = 2) in France. In 1998 a computerised family practice database was used to identify asthma patients aged 17-50 yrs. Information from the database was complemented by a patient survey to retrospectively assess the level of asthma control and hospital contacts. Costs of MRU over a 12-month study period were related to demographics, medical history, asthma control, and doses of inhaled corticosteroids prescribed during the prestudy period. A review of the computerised medical database identified 1,038 adult patients with persistent asthma, who completed the survey questionnaire. Over a 12-month period, the mean cost of MRU was 549.8 euros for well-controlled patients, 746.3 euros per patient with moderate control, and 1,451.3 euros per patient with poor control. Costs also increased significantly with age, access to free asthma care, comorbid conditions, asthma symptoms in the past year and whether inhaled corticosteroids had been prescribed before the study period. In patients with persistent asthma, large differences were observed in the use of medical resources according to control and severity. Therefore, if patients appropriately use prescribed control therapy, their use of medical resources may be reduced.

Adolescent↗

Impact of treatment policies on patient outcomes and resource utilization in acute cholecystitis in Japanese hospitals.

BACKGROUND: Although currently available evidence predominantly recommends early laparoscopic cholecystectomy (LC) for the treatment of acute cholecystitis, this strategy has not been widely adopted in Japan. Herein, we describe a hospital-based study of patients with acute cholecystitis in 9 Japanese teaching hospitals in order to evaluate the impact of different institutional strategies in treating acute cholecystitis on overall patient outcomes and medical resource utilization. METHODS: From an administrative database and chart review, we identified 228 patients diagnosed with acute cholecystitis who underwent cholecystectomy between April 2001 and June 2003. In order to examine the relationship between hospitals' propensity to perform LC and patient outcomes and/or medical resource utilization, we divided the hospitals into three groups according to the observed to expected ratio of performing LC (LC propensity), and compared the postoperative complication rate, length of hospitalization (LOS), and medical charges. RESULTS: No hospital adopted the policy of early surgery, and the mean overall LOS among the subjects was 30.9 days. The use of laparoscopic surgery varied widely across the hospitals; the adjusted rates of LC to total cholecystectomies ranged from 9.5% to 77%. Although intra-operative complication rate was significantly higher among patients whom LC was initially attempted when compared to those whom OC was initially attempted (9.7% vs. 0%), there was no significant association between LC propensity and postoperative complication rates. Although the postoperative time to oral intake and postoperative LOS was significantly shorter in hospitals with high use of LC, the overall LOS did not differ among hospital groups with different LC propensities. Medical charges were not associated with LC propensity. CONCLUSION: Under the prevailing policy of delayed surgery, in terms of the postoperative complication rate and medical resource utilization, our study did not show the superiority of LC in treating acute cholecystitis patients. The timing of surgery and discharge was mainly determined by the institutional policy in Japan, rather than by the clinical course of the patient; however, considering the substantially less postoperative pain and shorter recovery time of LC compared to OC, LC should be actively applied for the treatment of acute cholecystitis. If the policy of early surgery were universally applied, the advantage of LC over OC may be more clearly demonstrated.

Acute Disease↗

Putting your best foot forward in a challenging role: finding the resources needed to work in a freestanding radiation oncology clinic.

This article describes the experiences of a nurse in a new role in a freestanding radiation oncology clinic. Networking to find the resources that patients need and providing guidance to the patients in using the resources through their course of treatment are discussed. Local and national resources that can be used as tools in radiation therapy nursing also are described.

Adaptation, Psychological↗

[Biological activities of natural resources around us are now in the limelight].

There are various kind of natural resources around us, and they must contain a lot of unknown bioactive substances. Some may be structurally very strange for us, and some are very familiar. But their biological activity was not unfortunately investigated in detail. Accordingly, exploring new types of pharmaceutical resources may give lead compounds of the drugs in the future. Among those natural resources, I examined squid ink and scallop soup. From squid ink, an antitumor glycoconjugate was obtained. Its polysaccharide moieties, illexin A, illexin B and illexin C, were isolated, and the spectral data and chemical transformation of their acid hydrolysate revealed to bear a unique branched repeating unit, [-3GlcA beta 1-4(GalNAc alpha 1-3)Fuc alpha 1-]n. Moreover, scallop soup gave antitumor glycogen by the action of protease. The fine structure of glycogen was investigated by the sequential enzyme digestion method using beta-amylase and pullulanase, while the unit chain was analyzed by high performance anion exchange chromatography. The results showed that the antitumor active glycogen was highly branched with shorter chain than glycogens without antitumor activity.

Animals↗

A theoretical model for the optimal allocation of health resources in Greece.

This paper presents a theoretical model that enables us to rate the efficiency of health resources in different regions. The model is based on the theory of production and refers to two specific regions. The hypotheses that determine the relationship between health care resources and their indicators are examined as well as the necessary conditions for the optimal regional allocation of these resources.

Efficiency, Organizational↗

Balancing priorities in the management of hip fractures: guidelines versus resources.

BACKGROUND: About 60,000 patients are treated for hip fractures each year in the UK and the incidence is increasing. The majority of these patients are elderly and sick, and delay to operation may be fatal. The National Confidential Enquiry into Peri-Operative Deaths (NCEPOD) guidelines aim to improve quality of care for such patients. However, we present an audit highlighting the importance of balancing the implementation of such guidelines with available local resources to ensure that established priorities in the care of these patients remain paramount. METHODS: The 2001 NCEPOD report recommends that pre-operative transthoracic echocardiography be performed in patients who have evidence of aortic stenosis in order to identify those requiring invasive monitoring and high dependency unit care postoperatively. RESULTS: We have assessed the impact of the implementation of these guidelines on surgery for fractured neck of femur at our hospital, auditing both delay to surgery and the effect of the investigation on subsequent management. In the period studied prior to the introduction of the NCEPOD guidelines, no patients underwent pre-operative echocardiography. Subsequent to their introduction, 10% of patients underwent the investigation, which in the current study did not alter management but did delay surgery by 4-8 days in all cases. CONCLUSIONS: For such guidelines to be implemented, adequate resources should first be provided. In the absence of these resources, clinicians must balance the need for adequate pre-operative assessment with the need for urgent surgery.

Aged↗

Packaging health services when resources are limited: the example of a cervical cancer screening visit.

BACKGROUND: Increasing evidence supporting the value of screening women for cervical cancer once in their lifetime, coupled with mounting interest in scaling up successful screening demonstration projects, present challenges to public health decision makers seeking to take full advantage of the single-visit opportunity to provide additional services. We present an analytic framework for packaging multiple interventions during a single point of contact, explicitly taking into account a budget and scarce human resources, constraints acknowledged as significant obstacles for provision of health services in poor countries. METHODS AND FINDINGS: We developed a binary integer programming (IP) model capable of identifying an optimal package of health services to be provided during a single visit for a particular target population. Inputs to the IP model are derived using state-transition models, which compute lifetime costs and health benefits associated with each intervention. In a simplified example of a single lifetime cervical cancer screening visit, we identified packages of interventions among six diseases that maximized disability-adjusted life years (DALYs) averted subject to budget and human resource constraints in four resource-poor regions. Data were obtained from regional reports and surveys from the World Health Organization, international databases, the published literature, and expert opinion. With only a budget constraint, interventions for depression and iron deficiency anemia were packaged with cervical cancer screening, while the more costly breast cancer and cardiovascular disease interventions were not. Including personnel constraints resulted in shifting of interventions included in the package, not only across diseases but also between low- and high-intensity intervention options within diseases. CONCLUSIONS: The results of our example suggest several key themes: Packaging other interventions during a one-time visit has the potential to increase health gains; the shortage of personnel represents a real-world constraint that can impact the optimal package of services; and the shortage of different types of personnel may influence the contents of the package of services. Our methods provide a general framework to enhance a decision maker's ability to simultaneously consider costs, benefits, and important nonmonetary constraints. We encourage analysts working on real-world problems to shift from considering costs and benefits of interventions for a single disease to exploring what synergies might be achievable by thinking across disease burdens.

Delivery of Health Care↗

Variable resource allocation pattern, biased sex-ratio, and extent of sexual dimorphism in subdioecious Hippophae rhamnoides.

Evolutionary maintenance of dioecy is a complex phenomenon and varies by species and underlying pathways. Also, different sexes may exhibit variable resource allocation (RA) patterns among the vegetative and reproductive functions. Such differences are reflected in the extent of sexual dimorphism. Though rarely pursued, investigation on plant species harbouring intermediate sexual phenotypes may reveal useful information on the strategy pertaining to sex-ratios and evolutionary pathways. We studied H. rhamnoides ssp. turkestanica, a subdioecious species with polygamomonoecious (PGM) plants, in western Himalaya. The species naturally inhabits a wide range of habitats ranging from river deltas to hill slopes. These attributes of the species are conducive to test the influence of abiotic factors on sexual dimorphism, and RA strategy among different sexes. The study demonstrates sexual dimorphism in vegetative and reproductive traits. The sexual dimorphism index, aligned the traits like height, number of branches, flower production, and dry-weight of flowers with males while others including fresh-weight of leaves, number of thorns, fruit production were significantly associated with females. The difference in RA pattern is more pronounced in reproductive traits of the male and female plants, while in the PGM plants the traits overlap. In general, habitat conditions did not influence either the extent of sexual dimorphism or RA pattern. However, it seems to influence secondary sex-ratio as females show their significant association with soil moisture. Our findings on sexual dimorphism and RA pattern supports attributes of wind-pollination in the species. The observed extent of sexual dimorphism in the species reiterates limited genomic differences among the sexes and the ongoing evolution of dioecy via monoecy in the species. The dynamics of RA in the species appears to be independent of resource availability in the habitats as the species grows in a resource-limited and extreme environment.

Hippophae↗

A national survey of pediatric critical care resources in the United States.

OBJECTIVE: To characterize resources available for the care of critically ill and injured children in the United States. STUDY DESIGN: In January through May 2004, we conducted a cross-sectional survey of medical directors of intensive care facilities for children. RESULTS: Pediatric critical care medical directors from 257 of 337 eligible hospitals responded to the survey (response rate: 76%). The median number of beds was 12 (interquartile range: 8-17 beds), with a median of 58 admissions per PICU bed (interquartile range: 44-70 admissions per PICU bed) in 2003. The median numbers of admissions per PICU bed were not statistically different among PICUs of different sizes. Fewer than 6% of hospitals shared PICU space with space for critically ill adults. The smallest units (1-6 beds) had higher physician and nurse staffing ratios per PICU bed. Advanced therapeutic technology, particularly renal replacement and inhaled nitric oxide therapy, was significantly more likely to be available in larger PICUs (> or =7 beds). CONCLUSIONS: PICUs with the fewest beds had higher physician and nurse staffing ratios per PICU bed and lower resource capacity for high-intensity renal and respiratory therapy. The impact of PICU resource availability on referral patterns and outcomes of pediatric critical illnesses warrants additional study.

Child↗

Incidence of pediatric traumatic brain injury and associated hospital resource utilization in the United States.

OBJECTIVE: The goal was to examine the influence of sociodemographic characteristics and health care system factors on the utilization of hospital resources by US children < or = 17 years of age with a diagnosis of traumatic brain injury. METHODS: A retrospective analysis of data from the Healthcare Cost and Utilization Project Kids' Inpatient Database, from January 1, 2000, to December 31, 2000, was performed. National estimates of traumatic brain injury-associated hospitalization rates and resource use were calculated with Kids' Inpatient Database sample weighting methods. RESULTS: Of 2,516,833 encounters between January 1, 2000, and December 31, 2000, 25,783 cases involved patients < or = 17 years of age with a recorded diagnosis of traumatic brain injury. On the basis of these data, there were an estimated 50,658 traumatic brain injury-associated hospitalizations among children < or = 17 years of age in the United States in 2000. The traumatic brain injury-associated hospitalization rate was 70 cases per 100,000 children < or = 17 years of age per year; 15- to 17-year-old patients had the highest hospitalization rate (125 cases per 100,000 children per year). Pediatric inpatients accrued more than $1 billion in total charges for traumatic brain injury-associated hospitalizations in this study. In the multivariate regression models, older age, Medicaid insurance status, and admission to any type of children's hospital were associated with a longer length of stay for pediatric traumatic brain injury-associated hospitalizations. Older age, longer length of stay, and in-hospital death predicted higher total charges for traumatic brain injury-associated hospitalizations. CONCLUSION: Pediatric traumatic brain injury is a substantial contributor to the health resource burden in the United States, accounting for more than $1 billion in total hospital charges annually.

Adolescent↗

Sustainability of coastal resource use in San Quintin, Mexico.

San Quintin, Mexico, provides a useful site for integrated analyses of material fluxes and socioeconomic constraints in a geographically isolated system. Natural resource utilization on the land is dominated by groundwater exploitation for cultivation of horticulture crops (primarily tomatoes). Irrigation exceeds water recharge minus export by a factor of 6. Resource utilization in the bay is dominated by oyster culture; food for the oysters is provided by tidal exchange of bay and ocean water. Consideration of oyster respiration and system respiration suggests that the present level of aquaculture is about 40% of the sustainable level. A "physical unsustainability index" (PhUI) was developed to measure the proportional departure of utilization of the most limiting resource for sustainability: 6 on land; 0.4 in the bay. Based on PhUI and measures of economic development, we conclude that aquaculture is more viable than agriculture.

Animals↗