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Determinants of Venous Thromboembolism among Hospitalizations of US Adults: A Multilevel Analysis

BACKGROUND: Venous thromboembolism (VTE) is a significant clinical and public health concern. We evaluated a variety of multilevel factors—demographics, clinical and insurance status, preexisting comorbid conditions, and hospital characteristics—for VTE diagnosis among hospitalizations of US adults....

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Autores principales: Tsai, James, Grant, Althea M., Beckman, Michele G., Grosse, Scott D., Yusuf, Hussain R., Richardson, Lisa C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4399914/
https://www.ncbi.nlm.nih.gov/pubmed/25879844
http://dx.doi.org/10.1371/journal.pone.0123842
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author Tsai, James
Grant, Althea M.
Beckman, Michele G.
Grosse, Scott D.
Yusuf, Hussain R.
Richardson, Lisa C.
author_facet Tsai, James
Grant, Althea M.
Beckman, Michele G.
Grosse, Scott D.
Yusuf, Hussain R.
Richardson, Lisa C.
author_sort Tsai, James
collection PubMed
description BACKGROUND: Venous thromboembolism (VTE) is a significant clinical and public health concern. We evaluated a variety of multilevel factors—demographics, clinical and insurance status, preexisting comorbid conditions, and hospital characteristics—for VTE diagnosis among hospitalizations of US adults. METHODS: We generated adjusted odds ratios with 95% confidence intervals (CIs) and determined sources of outcome variation by conducting multilevel logistic regression analysis of data from the 2011 Nationwide Inpatient Sample that included 6,710,066 hospitalizations of US adults nested within 1,039 hospitals. RESULTS: Among hospitalizations of adults, age, sex, race or ethnicity, total days of hospital stay, status of health insurance, and operating room procedure were important determinants of VTE diagnosis; each of the following preexisting comorbid conditions—acquired immune deficiency syndrome, anemia, arthritis, congestive heart failure, coagulopathy, hypertension, lymphoma, metastatic cancer, other neurological disorders, obesity, paralysis, pulmonary circulation disorders, renal failure, solid tumor without metastasis, and weight loss—was associated independently with 1.04 (95% CI: 1.02−1.06) to 2.91 (95% CI: 2.81−3.00) times increased likelihood of VTE diagnosis than among hospitalizations of adults without any of these corresponding conditions. The presence of 2 or more of such conditions was associated a 180%−450% increased likelihood of a VTE diagnosis. Hospitalizations of adults who were treated in urban hospitals were associated with a 14%−15% increased likelihood of having a VTE diagnosis than those treated in rural hospitals. Approximately 7.4% of the total variation in VTE diagnosis occurred between hospitals. CONCLUSION: The presence of certain comorbidities and hospital contextual factors is associated with significantly elevated likelihood of VTE diagnosis among hospitalizations of adults. The findings of this study underscore the importance of clinical risk assessment and adherence to evidence-based clinical practice guidelines in preventing VTE, as well as the need to evaluate potential contextual factors that might modify the risk of VTE among hospitalized patients.
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spelling pubmed-43999142015-04-21 Determinants of Venous Thromboembolism among Hospitalizations of US Adults: A Multilevel Analysis Tsai, James Grant, Althea M. Beckman, Michele G. Grosse, Scott D. Yusuf, Hussain R. Richardson, Lisa C. PLoS One Research Article BACKGROUND: Venous thromboembolism (VTE) is a significant clinical and public health concern. We evaluated a variety of multilevel factors—demographics, clinical and insurance status, preexisting comorbid conditions, and hospital characteristics—for VTE diagnosis among hospitalizations of US adults. METHODS: We generated adjusted odds ratios with 95% confidence intervals (CIs) and determined sources of outcome variation by conducting multilevel logistic regression analysis of data from the 2011 Nationwide Inpatient Sample that included 6,710,066 hospitalizations of US adults nested within 1,039 hospitals. RESULTS: Among hospitalizations of adults, age, sex, race or ethnicity, total days of hospital stay, status of health insurance, and operating room procedure were important determinants of VTE diagnosis; each of the following preexisting comorbid conditions—acquired immune deficiency syndrome, anemia, arthritis, congestive heart failure, coagulopathy, hypertension, lymphoma, metastatic cancer, other neurological disorders, obesity, paralysis, pulmonary circulation disorders, renal failure, solid tumor without metastasis, and weight loss—was associated independently with 1.04 (95% CI: 1.02−1.06) to 2.91 (95% CI: 2.81−3.00) times increased likelihood of VTE diagnosis than among hospitalizations of adults without any of these corresponding conditions. The presence of 2 or more of such conditions was associated a 180%−450% increased likelihood of a VTE diagnosis. Hospitalizations of adults who were treated in urban hospitals were associated with a 14%−15% increased likelihood of having a VTE diagnosis than those treated in rural hospitals. Approximately 7.4% of the total variation in VTE diagnosis occurred between hospitals. CONCLUSION: The presence of certain comorbidities and hospital contextual factors is associated with significantly elevated likelihood of VTE diagnosis among hospitalizations of adults. The findings of this study underscore the importance of clinical risk assessment and adherence to evidence-based clinical practice guidelines in preventing VTE, as well as the need to evaluate potential contextual factors that might modify the risk of VTE among hospitalized patients. Public Library of Science 2015-04-16 /pmc/articles/PMC4399914/ /pubmed/25879844 http://dx.doi.org/10.1371/journal.pone.0123842 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration, which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose.
spellingShingle Research Article
Tsai, James
Grant, Althea M.
Beckman, Michele G.
Grosse, Scott D.
Yusuf, Hussain R.
Richardson, Lisa C.
Determinants of Venous Thromboembolism among Hospitalizations of US Adults: A Multilevel Analysis
title Determinants of Venous Thromboembolism among Hospitalizations of US Adults: A Multilevel Analysis
title_full Determinants of Venous Thromboembolism among Hospitalizations of US Adults: A Multilevel Analysis
title_fullStr Determinants of Venous Thromboembolism among Hospitalizations of US Adults: A Multilevel Analysis
title_full_unstemmed Determinants of Venous Thromboembolism among Hospitalizations of US Adults: A Multilevel Analysis
title_short Determinants of Venous Thromboembolism among Hospitalizations of US Adults: A Multilevel Analysis
title_sort determinants of venous thromboembolism among hospitalizations of us adults: a multilevel analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4399914/
https://www.ncbi.nlm.nih.gov/pubmed/25879844
http://dx.doi.org/10.1371/journal.pone.0123842
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