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Differences in biopsychosocial profiles of diabetes patients by level of glycaemic control and health-related quality of life: The Maastricht Study
AIMS: Tailored, patient-centred innovations are needed in the care for persons with type 2 diabetes mellitus (T2DM), in particular those with insufficient glycaemic control. Therefore, this study sought to assess their biopsychosocial characteristics and explore whether distinct biopsychosocial prof...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5531491/ https://www.ncbi.nlm.nih.gov/pubmed/28750026 http://dx.doi.org/10.1371/journal.pone.0182053 |
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author | Elissen, Arianne M. J. Hertroijs, Dorijn F. L. Schaper, Nicolaas C. Bosma, Hans Dagnelie, Pieter C. Henry, Ronald M. van der Kallen, Carla J. Koster, Annemarie Schram, Miranda T. Stehouwer, Coen D. A. Schouten, Johannes S. A. G. Berendschot, Tos T. J. M. Ruwaard, Dirk |
author_facet | Elissen, Arianne M. J. Hertroijs, Dorijn F. L. Schaper, Nicolaas C. Bosma, Hans Dagnelie, Pieter C. Henry, Ronald M. van der Kallen, Carla J. Koster, Annemarie Schram, Miranda T. Stehouwer, Coen D. A. Schouten, Johannes S. A. G. Berendschot, Tos T. J. M. Ruwaard, Dirk |
author_sort | Elissen, Arianne M. J. |
collection | PubMed |
description | AIMS: Tailored, patient-centred innovations are needed in the care for persons with type 2 diabetes mellitus (T2DM), in particular those with insufficient glycaemic control. Therefore, this study sought to assess their biopsychosocial characteristics and explore whether distinct biopsychosocial profiles exist within this subpopulation, which differ in health-related quality of life (HRQoL). METHODS: Cross-sectional study based on data from The Maastricht Study, a population-based cohort study focused on the aetiology, pathophysiology, complications, and comorbidities of T2DM. We analysed associations and clustering of glycaemic control and HRQoL with 38 independent variables (i.e. biopsychosocial characteristics) in different subgroups and using descriptive analyses, latent class analysis (LCA), and logistic regressions. RESULTS: Included were 840 persons with T2DM, mostly men (68.6%) and with a mean age of 62.6 (±7.7) years. Mean HbA1c was 7.1% (±3.2%); 308 patients (36.7%) had insufficient glycaemic control (HbA1c>7.0% [53 mmol/mol]). Compared to those with sufficient control, these patients had a significantly worse-off status on multiple biopsychosocial factors, including self-efficacy, income, education and several health-related characteristics. Two ‘latent classes’ were identified in the insufficient glycaemic control subgroup: with low respectively high HRQoL. Of the two, the low HRQoL class comprised about one-fourth of patients and had a significantly worse biopsychosocial profile. CONCLUSIONS: Insufficient glycaemic control, particularly in combination with low HRQoL, is associated with a generally worse biopsychosocial profile. Further research is needed into the complex and multidimensional causal pathways explored in this study, so as to increase our understanding of the heterogeneous care needs and preferences of persons with T2DM, and translate this knowledge into tailored care and support arrangements. |
format | Online Article Text |
id | pubmed-5531491 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-55314912017-08-07 Differences in biopsychosocial profiles of diabetes patients by level of glycaemic control and health-related quality of life: The Maastricht Study Elissen, Arianne M. J. Hertroijs, Dorijn F. L. Schaper, Nicolaas C. Bosma, Hans Dagnelie, Pieter C. Henry, Ronald M. van der Kallen, Carla J. Koster, Annemarie Schram, Miranda T. Stehouwer, Coen D. A. Schouten, Johannes S. A. G. Berendschot, Tos T. J. M. Ruwaard, Dirk PLoS One Research Article AIMS: Tailored, patient-centred innovations are needed in the care for persons with type 2 diabetes mellitus (T2DM), in particular those with insufficient glycaemic control. Therefore, this study sought to assess their biopsychosocial characteristics and explore whether distinct biopsychosocial profiles exist within this subpopulation, which differ in health-related quality of life (HRQoL). METHODS: Cross-sectional study based on data from The Maastricht Study, a population-based cohort study focused on the aetiology, pathophysiology, complications, and comorbidities of T2DM. We analysed associations and clustering of glycaemic control and HRQoL with 38 independent variables (i.e. biopsychosocial characteristics) in different subgroups and using descriptive analyses, latent class analysis (LCA), and logistic regressions. RESULTS: Included were 840 persons with T2DM, mostly men (68.6%) and with a mean age of 62.6 (±7.7) years. Mean HbA1c was 7.1% (±3.2%); 308 patients (36.7%) had insufficient glycaemic control (HbA1c>7.0% [53 mmol/mol]). Compared to those with sufficient control, these patients had a significantly worse-off status on multiple biopsychosocial factors, including self-efficacy, income, education and several health-related characteristics. Two ‘latent classes’ were identified in the insufficient glycaemic control subgroup: with low respectively high HRQoL. Of the two, the low HRQoL class comprised about one-fourth of patients and had a significantly worse biopsychosocial profile. CONCLUSIONS: Insufficient glycaemic control, particularly in combination with low HRQoL, is associated with a generally worse biopsychosocial profile. Further research is needed into the complex and multidimensional causal pathways explored in this study, so as to increase our understanding of the heterogeneous care needs and preferences of persons with T2DM, and translate this knowledge into tailored care and support arrangements. Public Library of Science 2017-07-27 /pmc/articles/PMC5531491/ /pubmed/28750026 http://dx.doi.org/10.1371/journal.pone.0182053 Text en © 2017 Elissen 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 Elissen, Arianne M. J. Hertroijs, Dorijn F. L. Schaper, Nicolaas C. Bosma, Hans Dagnelie, Pieter C. Henry, Ronald M. van der Kallen, Carla J. Koster, Annemarie Schram, Miranda T. Stehouwer, Coen D. A. Schouten, Johannes S. A. G. Berendschot, Tos T. J. M. Ruwaard, Dirk Differences in biopsychosocial profiles of diabetes patients by level of glycaemic control and health-related quality of life: The Maastricht Study |
title | Differences in biopsychosocial profiles of diabetes patients by level of glycaemic control and health-related quality of life: The Maastricht Study |
title_full | Differences in biopsychosocial profiles of diabetes patients by level of glycaemic control and health-related quality of life: The Maastricht Study |
title_fullStr | Differences in biopsychosocial profiles of diabetes patients by level of glycaemic control and health-related quality of life: The Maastricht Study |
title_full_unstemmed | Differences in biopsychosocial profiles of diabetes patients by level of glycaemic control and health-related quality of life: The Maastricht Study |
title_short | Differences in biopsychosocial profiles of diabetes patients by level of glycaemic control and health-related quality of life: The Maastricht Study |
title_sort | differences in biopsychosocial profiles of diabetes patients by level of glycaemic control and health-related quality of life: the maastricht study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5531491/ https://www.ncbi.nlm.nih.gov/pubmed/28750026 http://dx.doi.org/10.1371/journal.pone.0182053 |
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