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Determinants of inappropriate setting allocation in the care of patients with type 2 diabetes: A population-based study in Reggio Emilia province

The study aims to describe the distribution of patients with type 2 diabetes (T2D) by care plan and to highlight determinants of underuse and overuse of integrated care (IC). This cross-sectional study included all T2D patients resident in Reggio Emilia on 31/12/2015 based on the population-based di...

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Autores principales: Ballotari, Paola, Venturelli, Francesco, Manicardi, Valeria, Vicentini, Massimo, Ferrari, Francesca, Greci, Marina, Maiorana, Mariarosa, Rossi, Paolo Giorgi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6645528/
https://www.ncbi.nlm.nih.gov/pubmed/31329611
http://dx.doi.org/10.1371/journal.pone.0219965
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author Ballotari, Paola
Venturelli, Francesco
Manicardi, Valeria
Vicentini, Massimo
Ferrari, Francesca
Greci, Marina
Maiorana, Mariarosa
Rossi, Paolo Giorgi
author_facet Ballotari, Paola
Venturelli, Francesco
Manicardi, Valeria
Vicentini, Massimo
Ferrari, Francesca
Greci, Marina
Maiorana, Mariarosa
Rossi, Paolo Giorgi
author_sort Ballotari, Paola
collection PubMed
description The study aims to describe the distribution of patients with type 2 diabetes (T2D) by care plan and to highlight determinants of underuse and overuse of integrated care (IC). This cross-sectional study included all T2D patients resident in Reggio Emilia on 31/12/2015 based on the population-based diabetes registry. Eligibility for IC requires good glycaemic control, no rapid insulin, no kidney failure and no diabetes complications. We calculated the proportion of IC underuse and overuse and adjusted prevalence estimate using multivariate logistic regression. Determinants were age, sex, citizenship, district of residence and time since diagnosis. Of 29,776 patients, 15,364 (51.6%) were in diabetes clinic plan, 9851 (33.1%) in IC plan and 4561 (15.3%) not in any care plan (i.e., in Other group). There were 10,906 (36.6%) patients eligible for IC, of whom 1000 in Other group. When we adjusted for all covariates and restricted the analysis to patients included in care plans, the proportion of those eligible for IC plan but cared for in diabetes clinic plan (i.e. underuse of IC) was 28% (n = 3028/9906; 95%CI 27–29). Similarly, the proportion of those not eligible for IC but cared for in IC plan (i.e. overuse of IC) was 11% (n = 1720/11,896; 95%CI 10–11).The main determinant of both IC underuse and overuse was the district of residence. Foreign status was associated with underuse (37%; 95%CI 33–43), while old age (≥80 years) with both underuse (36%; 95%CI 0.33–0.38) and overuse (23%; 95%CI 22–25). The criterion for suspension of IC plan most frequently found was renal failure, followed by hospitalization for diabetes-related complications. Patients are more often allocated to more specialized settings than not. Healthcare provider-related factors are the main determinants of inappropriate setting allocation.
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spelling pubmed-66455282019-07-25 Determinants of inappropriate setting allocation in the care of patients with type 2 diabetes: A population-based study in Reggio Emilia province Ballotari, Paola Venturelli, Francesco Manicardi, Valeria Vicentini, Massimo Ferrari, Francesca Greci, Marina Maiorana, Mariarosa Rossi, Paolo Giorgi PLoS One Research Article The study aims to describe the distribution of patients with type 2 diabetes (T2D) by care plan and to highlight determinants of underuse and overuse of integrated care (IC). This cross-sectional study included all T2D patients resident in Reggio Emilia on 31/12/2015 based on the population-based diabetes registry. Eligibility for IC requires good glycaemic control, no rapid insulin, no kidney failure and no diabetes complications. We calculated the proportion of IC underuse and overuse and adjusted prevalence estimate using multivariate logistic regression. Determinants were age, sex, citizenship, district of residence and time since diagnosis. Of 29,776 patients, 15,364 (51.6%) were in diabetes clinic plan, 9851 (33.1%) in IC plan and 4561 (15.3%) not in any care plan (i.e., in Other group). There were 10,906 (36.6%) patients eligible for IC, of whom 1000 in Other group. When we adjusted for all covariates and restricted the analysis to patients included in care plans, the proportion of those eligible for IC plan but cared for in diabetes clinic plan (i.e. underuse of IC) was 28% (n = 3028/9906; 95%CI 27–29). Similarly, the proportion of those not eligible for IC but cared for in IC plan (i.e. overuse of IC) was 11% (n = 1720/11,896; 95%CI 10–11).The main determinant of both IC underuse and overuse was the district of residence. Foreign status was associated with underuse (37%; 95%CI 33–43), while old age (≥80 years) with both underuse (36%; 95%CI 0.33–0.38) and overuse (23%; 95%CI 22–25). The criterion for suspension of IC plan most frequently found was renal failure, followed by hospitalization for diabetes-related complications. Patients are more often allocated to more specialized settings than not. Healthcare provider-related factors are the main determinants of inappropriate setting allocation. Public Library of Science 2019-07-22 /pmc/articles/PMC6645528/ /pubmed/31329611 http://dx.doi.org/10.1371/journal.pone.0219965 Text en © 2019 Ballotari et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Ballotari, Paola
Venturelli, Francesco
Manicardi, Valeria
Vicentini, Massimo
Ferrari, Francesca
Greci, Marina
Maiorana, Mariarosa
Rossi, Paolo Giorgi
Determinants of inappropriate setting allocation in the care of patients with type 2 diabetes: A population-based study in Reggio Emilia province
title Determinants of inappropriate setting allocation in the care of patients with type 2 diabetes: A population-based study in Reggio Emilia province
title_full Determinants of inappropriate setting allocation in the care of patients with type 2 diabetes: A population-based study in Reggio Emilia province
title_fullStr Determinants of inappropriate setting allocation in the care of patients with type 2 diabetes: A population-based study in Reggio Emilia province
title_full_unstemmed Determinants of inappropriate setting allocation in the care of patients with type 2 diabetes: A population-based study in Reggio Emilia province
title_short Determinants of inappropriate setting allocation in the care of patients with type 2 diabetes: A population-based study in Reggio Emilia province
title_sort determinants of inappropriate setting allocation in the care of patients with type 2 diabetes: a population-based study in reggio emilia province
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6645528/
https://www.ncbi.nlm.nih.gov/pubmed/31329611
http://dx.doi.org/10.1371/journal.pone.0219965
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