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Background. Determining prognosis for nursing home residents is important for care planning, but reliable prediction is difficult. We compared performance of four long-term mortality risk indices for nursing home residents—the Minimum Data Set Mortality Risk Index (MMRI), a recent revision to this index (MMRI-R), and the original and revised Flacker–Kiely models. Methods. We conducted a prospective cohort study in one 92-bed facility in Missouri. Participants were 130 residents who received a Minimum Data Set assessment from May through October, 2007. We collected the Minimum Data Set variables needed to calculate the mortality risk scores. We determined 6- and 12-month mortality for included residents. Using each mortality risk score as the sole independent predictor in logistic models predicting mortality, we determined discrimination (c-statistic) and calibration (Hosmer–Lemeshow goodness-of-fit statistic) for each model. Results. In our sample, discrimination was 0.59 for both the MMRI and the MMRI-R. Discrimination of the original Flacker–Kiely model was 0.69 for both 6 months and 1 year and 0.71 and 0.70, respectively, for the revised model. Model calibration was adequate for all models. Conclusions. Performance of four models that predict long-term mortality of nursing home residents was fair. In our population, the Flacker–Kiely models had similar and markedly better discrimination than either the MMRI or the MMRI-R. [ABSTRACT FROM PUBLISHER]

Presents a study which determined the predictors of short-term functional decline in survivors of nursing home-acquired lower respiratory tract infection. Characteristics of the participants; Methodology; Results and conclusions.

Background: We aimed to find the best predictive model for 14-day mortality in antibiotic-treated nursing home residents with dementia and pneumonia by first applying an existing model to the recent PneuMonitor study. Second, we evaluated whether model performance improved by revising variables or adding variables related to recent changes in the care for older people.Methods: The original prognostic model included gender, respiratory rate, respiratory difficulty, pulse rate, decreased alertness, fluid intake, eating dependency, and pressure sores. This model was applied to 380 recent pneumonia episodes in nursing home residents with dementia, updated by considering revising and/or adding variables, internally validated using bootstrapping, and transformed into a simplified risk score that can be used in clinical practice. Model performance was evaluated by Hosmer-Lemeshow statistics and calibration graphs to assess calibration; and area under the receiver operating characteristic curve (AUC) to assess discrimination.Results: The newer cohort had lower 14-day mortality and was less often dehydrated or malnourished. Median AUC of the original model over the imputed datasets was 0.76 (interquartile range: 0.76-0.77), compared to 0.80 in the old cohort. Extending the model with dehydration, bowel incontinence, increase in eating dependency and cardiovascular history, while removing pressure sores, improved AUC: 0.80 (interquartile range: 0.80-0.81) after internal validation. Calibration remained adequate (Hosmer-Lemeshow statistic: p = .67).Conclusions: In the newer cohort with less severe illness, model performance of the existing model was adequate, but a new extended model distinguished better between residents at low and high mortality risk. [ABSTRACT FROM AUTHOR]

Background: Scant information exists about the risk of functional decline following treatment of acute illness in the nursing home (NH) setting. The aim of this study was to determine the incidence of short-term (30-day) functional decline among survivors of NH-acquired lower respiratory tract infection (LRI) and the factors that predict such decline, including the role of initial hospitalization.Methods: We used a prospective cohort design to study 781 episodes of LRI in 1044 NH residents in 36 NHs in central Missouri and the St. Louis metropolitan area. Functional decline was defined as a 3-point increase on the Minimum Data Set (MDS) activities of daily living (ADL) long form scale.Results: Of 781 LRI cases who survived to 30 days, the incidence of ADL decline was 28.8%. In a logistic regression model that used generalized estimating equations to adjust for clustering, variables associated with ADL decline included the following: chronic feeding tube use (AOR = 4.54, 95% confidence interval, or CI, 1.61, 12.80), decubitus ulcer (adjusted odds ratio [AOR] = 2.29, 95% CI 1.35, 3.90), shortness of breath (AOR = 2.18, 95% CI 1.44, 3.30), short-term memory problems (AOR = 2.07, 95% CI 1.33, 3.23), decline in self-performance of toilet use in the 24 hours prior to evaluation (AOR = 1.65, 95% CI 1.29, 2.12), age (AOR = 1.02, 95% CI 1.00, 1.05), and baseline ADL score. Addition of treatment variables to the model showed that initial hospitalization was also associated with ADL decline (AOR = 1.90, 95% CI 1.20, 3.00). Residents with ADL decline at 30 days were less likely to recover to their baseline ADL status at 90 days.Conclusions: Many NH residents who survive to 30 days following LRI develop new functional limitations, and such individuals are at risk for ADL decline at 90 days. A limited number of clinical variables may predict short-term functional decline. Initial hospitalization for acute treatment of LRI may increase the risk of subsequent ADL decline among individuals who survive to 30 days. [ABSTRACT FROM AUTHOR]