14 research outputs found
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The Role of Adherence on the Effectiveness of Nonpharmacologic Interventions
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Burden of illness score for elderly persons (BISEP): Risk adjustment incorporating the cumulative impact of diseases, physiologic abnormalities and functional impairments.
Background/Objectives. To develop and validate a new risk adjustment index-the Burden of Illness Score for Elderly Persons (BISEP)-which integrates multiple domains, including diseases, physiologic abnormalities, and functional impairments. Research Design/Subjects. The index was developed in a prospective cohort of 525 patients aged ≥70 years from the medicine service of a university hospital. The index was validated in a cohort of 1246 patients aged ≥65 years from 27 hospitals. The outcome was 1-year mortality. Results. Five risk factors were selected from diagnosis, laboratory, and functional status axes: high-risk diagnoses, albumin ≤3.5 mg/dL, creatinine >1.5 mg/dL, dementia, and walking impairment. The BISEP score (range 0-7) created four groups of increasing risk: group I (score 0-1), group II (2), group III (3), and group IV (≥4). In the development cohort, where overall mortality was 154/525 (29%), 1-year mortality rates increased significantly across each risk group, from 8% to 24%, 51%, and 74%, in groups I to IV respectively (χ 2 trend, P = 0.001)-an overall 17-fold increased risk by hazard ratio. The c-statistic for the final model was 0.83. Corresponding rates in the validation cohort, where overall mortality was 488/1246 (39%), were 5%, 17%, 33%, and 61% in groups I to IV, respectively (χ 2 trend, P = 0.001)-an overall 18-fold increased risk by hazard ratio. The c-statistic for the final model was 0.77. In each cohort, sequential addition of variables from different sources (eg, administrative, laboratory, and chart) substantially improved model fit and predictive accuracy. BISEP had significantly superior mortality prediction compared with five widely used measures. Conclusions. BISEP provides a useful new risk adjustment system for hospitalized older persons. Although index performance using different data sources has been evaluated, the full BISEP model, incorporating disease, laboratory, and functional impairment information, demonstrates the best performance
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Multicomponent Targeted Intervention to Prevent Delirium in Hospitalized Older Patients
Introduction. Delirium, or acute confusional state, is a common and serious occurrence among hospitalized older persons. Current estimates suggest that delirium complicates hospital stays for more than 2.3 million older persons each year, involving more than 17.5 million hospital days and accounting for more than $4 billion (1994 dollars) of Medicare expenditures. A 40% reduction was recently reported in the risk for delirium among hospitalized older persons receiving a multicomponent targeted risk factor intervention (MTI) strategy to prevent delirium, compared with subjects receiving usual hospital care. 1 Before recommending that this preventive strategy be implemented in clinical practice, however, the cost implications must be thoroughly examined as well.
Methods. The present analysis performs net cost evaluations of the MTI for the prevention of delirium among hospitalized patients. Hospital charge and cost-to-charge ratio data are linked to a database of 852 subjects, who were treated with MTI or usual care. Multivariable regression methods were used to help isolate the impact of MTI on hospital costs. These results were then combined with our earlier work on the impact of the MTI on delirium prevention to assess the cost effectiveness of this intervention.
Results. The MTI significantly reduced nonintervention costs among subjects at intermediate risk for developing delirium, but not among subjects at high risk. When MTI intervention costs were included, MTI had no significant effect on overall health care costs in the intermediate risk cohort, but raised overall costs in the high risk group.
Conclusions. Because the MTI prevented delirium in the intermediate risk group without raising costs, the conclusion reached is that it is a cost effective treatment option for patients at intermediate risk for developing delirium. In contrast, the results suggest that the MTI is not cost effective for subjects at high risk
Does Socioeconomic Status Affect Patients’ Ease of Use of a Touch-Screen (iPad) Patient Survey?
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Premature Death Associated With Delirium at 1-Year Follow-up
BACKGROUND: While previous studies have demonstrated the increased mortality risk associated with delirium, little is known about the mortality time course. The objective of this study is to estimate the fraction of a year of life lost associated with delirium at 1-year follow-up. METHODS: Hospitalized patients 70 years and older who participated in a previous controlled clinical trial of a delirium prevention intervention at an academic medical center from March 25, 1995, through March 18, 1998, were followed up for 1 year after discharge, and patients who died were identified, along with the date of death. The adjusted number of days survived were estimated using a 2-step regression model approach and compared across patients who developed delirium during hospitalization and those who did not develop delirium. RESULTS: After adjusting for pertinent covariates (age, sex, functional status, and comorbidity), patients with delirium survived 274 days, compared with 321 days for patients without delirium, representing a difference of 13% of a year (hazard ratio, 1.62; P<.001). Results were confirmed with a separate binomial regression analysis. CONCLUSIONS: Patients who experienced delirium during hospitalization had a 62% increased risk of mortality and lost an average of 13% of a year of life compared with patients without delirium. Although delirium is an acute condition, it is associated with multiple long-term sequelae that extend beyond the hospital setting, including premature mortality
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A Multicomponent Intervention to Prevent Delirium in Hospitalized Older Patients
BACKGROUND:
Since in hospitalized older patients delirium is associated with poor outcomes, we evaluated the effectiveness of a multicomponent strategy for the prevention of delirium.
METHODS:
We studied 852 patients 70 years of age or older who had been admitted to the general-medicine service at a teaching hospital. Patients from one intervention unit and two usual-care units were enrolled by means of a prospective matching strategy. The intervention consisted of standardized protocols for the management of six risk factors for delirium: cognitive impairment, sleep deprivation, immobility, visual impairment, hearing impairment, and dehydration. Delirium, the primary outcome, was assessed daily until discharge.
RESULTS:
Delirium developed in 9.9 percent of the intervention group as compared with 15.0 percent of the usual-care group, (matched odds ratio, 0.60; 95 percent confidence interval, 0.39 to 0.92). The total number of days with delirium (105 vs. 161, P=0.02) and the total number of episodes (62 vs. 90, P=0.03) were significantly lower in the intervention group. However, the severity of delirium and recurrence rates were not significantly different. The overall rate of adherence to the intervention was 87 percent, and the total number of targeted risk factors per patient was significantly reduced. Intervention was associated with significant improvement in the degree of cognitive impairment among patients with cognitive impairment at admission and a reduction in the rate of use of sleep medications among all patients. Among the other risk factors per patient there were trends toward improvement in immobility, visual impairment, and hearing impairment.
CONCLUSIONS:
The risk-factor intervention strategy that we studied resulted in significant reductions in the number and duration of episodes of delirium in hospitalized older patients. The intervention had no significant effect on the severity of delirium or on recurrence rates; this finding suggests that primary prevention of delirium is probably the most effective treatment strategy