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Patterns of engagement with the health care system and risk of subsequent hospitalization amongst patients with diabetes

BACKGROUND: Re-hospitalization is common among patients with diabetes, and may be related to aspects of health care use. We sought to determine the association between patterns of health care engagement and risk of subsequent hospitalization within one year of discharge for patients with diabetes. M...

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Autores principales: Ronksley, Paul E, Ravani, Pietro, Sanmartin, Claudia, Quan, Hude, Manns, Braden, Tonelli, Marcello, Hemmelgarn, Brenda R
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3851786/
https://www.ncbi.nlm.nih.gov/pubmed/24103159
http://dx.doi.org/10.1186/1472-6963-13-399
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author Ronksley, Paul E
Ravani, Pietro
Sanmartin, Claudia
Quan, Hude
Manns, Braden
Tonelli, Marcello
Hemmelgarn, Brenda R
author_facet Ronksley, Paul E
Ravani, Pietro
Sanmartin, Claudia
Quan, Hude
Manns, Braden
Tonelli, Marcello
Hemmelgarn, Brenda R
author_sort Ronksley, Paul E
collection PubMed
description BACKGROUND: Re-hospitalization is common among patients with diabetes, and may be related to aspects of health care use. We sought to determine the association between patterns of health care engagement and risk of subsequent hospitalization within one year of discharge for patients with diabetes. METHODS: We identified adults with incident diabetes in Alberta, Canada, who had at least one hospitalization following their diabetes diagnosis between January 1, 2004 and March 31, 2011. We used Cox regression to estimate the association between factors related to health care engagement (prior emergency department use, primary care visits, and discharge disposition (i.e. whether the patient left against medical advice)) and the risk of subsequent all-cause hospitalization within one year. RESULTS: Of the 33811 adults with diabetes and at least one hospitalization, 11095 (32.8%) experienced a subsequent all-cause hospitalization within a mean (standard deviation) follow-up time of 0.68 (0.3) years. Compared to patients with no emergency department visits, there was a 4 percent increased risk of a subsequent hospitalization for every emergency department visit occurring prior to the index hospitalization (adjusted Hazard Ratio [HR]: 1.04; 95% CI: 1.03–1.05). Limited and increased use of primary care was also associated with increased risk of a subsequent hospitalization. Compared to patients with 1–4 visits, patients with no visits to a primary care physician (adjusted HR: 1.11; 95% CI: 0.99–1.25) and those with 5–9 visits (adjusted HR: 1.06; 95% CI: 1.00–1.12) were more likely to experience a subsequent hospitalization. Finally, compared to patients discharged home, those leaving against medical advice were more likely to have a subsequent hospitalization (adjusted HR: 1.74; 95% CI: 1.50–2.02) and almost 3 times more likely to have a diabetes-specific subsequent event (adjusted HR: 2.86; 95% CI: 1.82–4.49). CONCLUSIONS: Patterns of health care use and the circumstances surrounding hospital discharge are associated with an increased risk of subsequent hospitalization among patients with diabetes. Whether these patterns are related to the health care systems ability to manage complex patients within a primary care setting, or to access to primary care services, remains to be determined.
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spelling pubmed-38517862013-12-06 Patterns of engagement with the health care system and risk of subsequent hospitalization amongst patients with diabetes Ronksley, Paul E Ravani, Pietro Sanmartin, Claudia Quan, Hude Manns, Braden Tonelli, Marcello Hemmelgarn, Brenda R BMC Health Serv Res Research Article BACKGROUND: Re-hospitalization is common among patients with diabetes, and may be related to aspects of health care use. We sought to determine the association between patterns of health care engagement and risk of subsequent hospitalization within one year of discharge for patients with diabetes. METHODS: We identified adults with incident diabetes in Alberta, Canada, who had at least one hospitalization following their diabetes diagnosis between January 1, 2004 and March 31, 2011. We used Cox regression to estimate the association between factors related to health care engagement (prior emergency department use, primary care visits, and discharge disposition (i.e. whether the patient left against medical advice)) and the risk of subsequent all-cause hospitalization within one year. RESULTS: Of the 33811 adults with diabetes and at least one hospitalization, 11095 (32.8%) experienced a subsequent all-cause hospitalization within a mean (standard deviation) follow-up time of 0.68 (0.3) years. Compared to patients with no emergency department visits, there was a 4 percent increased risk of a subsequent hospitalization for every emergency department visit occurring prior to the index hospitalization (adjusted Hazard Ratio [HR]: 1.04; 95% CI: 1.03–1.05). Limited and increased use of primary care was also associated with increased risk of a subsequent hospitalization. Compared to patients with 1–4 visits, patients with no visits to a primary care physician (adjusted HR: 1.11; 95% CI: 0.99–1.25) and those with 5–9 visits (adjusted HR: 1.06; 95% CI: 1.00–1.12) were more likely to experience a subsequent hospitalization. Finally, compared to patients discharged home, those leaving against medical advice were more likely to have a subsequent hospitalization (adjusted HR: 1.74; 95% CI: 1.50–2.02) and almost 3 times more likely to have a diabetes-specific subsequent event (adjusted HR: 2.86; 95% CI: 1.82–4.49). CONCLUSIONS: Patterns of health care use and the circumstances surrounding hospital discharge are associated with an increased risk of subsequent hospitalization among patients with diabetes. Whether these patterns are related to the health care systems ability to manage complex patients within a primary care setting, or to access to primary care services, remains to be determined. BioMed Central 2013-10-09 /pmc/articles/PMC3851786/ /pubmed/24103159 http://dx.doi.org/10.1186/1472-6963-13-399 Text en Copyright © 2013 Ronksley 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 cited.
spellingShingle Research Article
Ronksley, Paul E
Ravani, Pietro
Sanmartin, Claudia
Quan, Hude
Manns, Braden
Tonelli, Marcello
Hemmelgarn, Brenda R
Patterns of engagement with the health care system and risk of subsequent hospitalization amongst patients with diabetes
title Patterns of engagement with the health care system and risk of subsequent hospitalization amongst patients with diabetes
title_full Patterns of engagement with the health care system and risk of subsequent hospitalization amongst patients with diabetes
title_fullStr Patterns of engagement with the health care system and risk of subsequent hospitalization amongst patients with diabetes
title_full_unstemmed Patterns of engagement with the health care system and risk of subsequent hospitalization amongst patients with diabetes
title_short Patterns of engagement with the health care system and risk of subsequent hospitalization amongst patients with diabetes
title_sort patterns of engagement with the health care system and risk of subsequent hospitalization amongst patients with diabetes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3851786/
https://www.ncbi.nlm.nih.gov/pubmed/24103159
http://dx.doi.org/10.1186/1472-6963-13-399
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