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Effects of impairment in activities of daily living on predicting mortality following hip fracture surgery in studies using administrative healthcare databases

BACKGROUND: Impairment in activities of daily living (ADL) is an important predictor of outcomes although many administrative databases lack information on ADL function. We evaluated the impact of ADL function on predicting postoperative mortality among older adults with hip fractures in Ontario, Ca...

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Autores principales: Seitz, Dallas P, Anderson, Geoffrey M, Austin, Peter C, Gruneir, Andrea, Gill, Sudeep S, Bell, Chaim M, Rochon, Paula A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3922692/
https://www.ncbi.nlm.nih.gov/pubmed/24472282
http://dx.doi.org/10.1186/1471-2318-14-9
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author Seitz, Dallas P
Anderson, Geoffrey M
Austin, Peter C
Gruneir, Andrea
Gill, Sudeep S
Bell, Chaim M
Rochon, Paula A
author_facet Seitz, Dallas P
Anderson, Geoffrey M
Austin, Peter C
Gruneir, Andrea
Gill, Sudeep S
Bell, Chaim M
Rochon, Paula A
author_sort Seitz, Dallas P
collection PubMed
description BACKGROUND: Impairment in activities of daily living (ADL) is an important predictor of outcomes although many administrative databases lack information on ADL function. We evaluated the impact of ADL function on predicting postoperative mortality among older adults with hip fractures in Ontario, Canada. METHODS: Sociodemographic and medical correlates of ADL impairment were first identified in a population of older adults with hip fractures who had ADL information available prior to hip fracture. A logistic regression model was developed to predict 360-day postoperative mortality and the predictive ability of this model were compared when ADL impairment was included or omitted from the model. RESULTS: The study sample (N = 1,329) had a mean age of 85.2 years, were 72.8% female and the majority resided in long-term care (78.5%). Overall, 36.4% of individuals died within 360 days of surgery. After controlling for age, sex, medical comorbidity and medical conditions correlated with ADL impairment, addition of ADL measures improved the logistic regression model for predicting 360 day mortality (AIC = 1706.9 vs. 1695.0; c -statistic = 0.65 vs 0.67; difference in - 2 log likelihood ratios: χ2 = 16.9, p = 0.002). CONCLUSIONS: Direct measures of ADL impairment provides additional prognostic information on mortality for older adults with hip fractures even after controlling for medical comorbidity. Observational studies using administrative databases without measures of ADLs may be potentially prone to confounding and bias and case-mix adjustment for hip fracture outcomes should include ADL measures where these are available.
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spelling pubmed-39226922014-02-13 Effects of impairment in activities of daily living on predicting mortality following hip fracture surgery in studies using administrative healthcare databases Seitz, Dallas P Anderson, Geoffrey M Austin, Peter C Gruneir, Andrea Gill, Sudeep S Bell, Chaim M Rochon, Paula A BMC Geriatr Research Article BACKGROUND: Impairment in activities of daily living (ADL) is an important predictor of outcomes although many administrative databases lack information on ADL function. We evaluated the impact of ADL function on predicting postoperative mortality among older adults with hip fractures in Ontario, Canada. METHODS: Sociodemographic and medical correlates of ADL impairment were first identified in a population of older adults with hip fractures who had ADL information available prior to hip fracture. A logistic regression model was developed to predict 360-day postoperative mortality and the predictive ability of this model were compared when ADL impairment was included or omitted from the model. RESULTS: The study sample (N = 1,329) had a mean age of 85.2 years, were 72.8% female and the majority resided in long-term care (78.5%). Overall, 36.4% of individuals died within 360 days of surgery. After controlling for age, sex, medical comorbidity and medical conditions correlated with ADL impairment, addition of ADL measures improved the logistic regression model for predicting 360 day mortality (AIC = 1706.9 vs. 1695.0; c -statistic = 0.65 vs 0.67; difference in - 2 log likelihood ratios: χ2 = 16.9, p = 0.002). CONCLUSIONS: Direct measures of ADL impairment provides additional prognostic information on mortality for older adults with hip fractures even after controlling for medical comorbidity. Observational studies using administrative databases without measures of ADLs may be potentially prone to confounding and bias and case-mix adjustment for hip fracture outcomes should include ADL measures where these are available. BioMed Central 2014-01-28 /pmc/articles/PMC3922692/ /pubmed/24472282 http://dx.doi.org/10.1186/1471-2318-14-9 Text en Copyright © 2014 Seitz et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited.
spellingShingle Research Article
Seitz, Dallas P
Anderson, Geoffrey M
Austin, Peter C
Gruneir, Andrea
Gill, Sudeep S
Bell, Chaim M
Rochon, Paula A
Effects of impairment in activities of daily living on predicting mortality following hip fracture surgery in studies using administrative healthcare databases
title Effects of impairment in activities of daily living on predicting mortality following hip fracture surgery in studies using administrative healthcare databases
title_full Effects of impairment in activities of daily living on predicting mortality following hip fracture surgery in studies using administrative healthcare databases
title_fullStr Effects of impairment in activities of daily living on predicting mortality following hip fracture surgery in studies using administrative healthcare databases
title_full_unstemmed Effects of impairment in activities of daily living on predicting mortality following hip fracture surgery in studies using administrative healthcare databases
title_short Effects of impairment in activities of daily living on predicting mortality following hip fracture surgery in studies using administrative healthcare databases
title_sort effects of impairment in activities of daily living on predicting mortality following hip fracture surgery in studies using administrative healthcare databases
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3922692/
https://www.ncbi.nlm.nih.gov/pubmed/24472282
http://dx.doi.org/10.1186/1471-2318-14-9
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