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Regional differences in antihyperglycemic medication are not explained by individual socioeconomic status, regional deprivation, and regional health care services. Observational results from the German DIAB-CORE consortium
AIMS: This population-based study sought to extend knowledge on factors explaining regional differences in type 2 diabetes mellitus medication patterns in Germany. METHODS: Individual baseline and follow-up data from four regional population-based German cohort studies (SHIP [northeast], CARLA [east...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5784961/ https://www.ncbi.nlm.nih.gov/pubmed/29370228 http://dx.doi.org/10.1371/journal.pone.0191559 |
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author | Bächle, Christina Claessen, Heiner Maier, Werner Tamayo, Teresa Schunk, Michaela Rückert-Eheberg, Ina-Maria Holle, Rolf Meisinger, Christa Moebus, Susanne Jöckel, Karl-Heinz Schipf, Sabine Völzke, Henry Hartwig, Saskia Kluttig, Alexander Kroll, Lars Linnenkamp, Ute Icks, Andrea |
author_facet | Bächle, Christina Claessen, Heiner Maier, Werner Tamayo, Teresa Schunk, Michaela Rückert-Eheberg, Ina-Maria Holle, Rolf Meisinger, Christa Moebus, Susanne Jöckel, Karl-Heinz Schipf, Sabine Völzke, Henry Hartwig, Saskia Kluttig, Alexander Kroll, Lars Linnenkamp, Ute Icks, Andrea |
author_sort | Bächle, Christina |
collection | PubMed |
description | AIMS: This population-based study sought to extend knowledge on factors explaining regional differences in type 2 diabetes mellitus medication patterns in Germany. METHODS: Individual baseline and follow-up data from four regional population-based German cohort studies (SHIP [northeast], CARLA [east], HNR [west], KORA [south]) conducted between 1997 and 2010 were pooled and merged with both data on regional deprivation and regional health care services. To analyze regional differences in any or newer anti-hyperglycemic medication, medication prevalence ratios (PRs) were estimated using multivariable Poisson regression models with a robust error variance adjusted gradually for individual and regional variables. RESULTS: The study population consisted of 1,437 people aged 45 to 74 years at baseline, (corresponding to 49 to 83 years at follow-up) with self-reported type 2 diabetes. The prevalence of receiving any anti-hyperglycemic medication was 16% higher in KORA (PR 1.16 [1.08–1.25]), 10% higher in CARLA (1.10 [1.01–1.18]), and 7% higher in SHIP (PR 1.07 [1.00–1.15]) than in HNR. The prevalence of receiving newer anti-hyperglycemic medication was 49% higher in KORA (1.49 [1.09–2.05]), 41% higher in CARLA (1.41 [1.02–1.96]) and 1% higher in SHIP (1.01 [0.72–1.41]) than in HNR, respectively. After gradual adjustment for individual variables, regional deprivation and health care services, the effects only changed slightly. CONCLUSIONS: Neither comprehensive individual factors including socioeconomic status nor regional deprivation or indicators of regional health care services were able to sufficiently explain regional differences in anti-hyperglycemic treatment in Germany. To understand the underlying causes, further research is needed. |
format | Online Article Text |
id | pubmed-5784961 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-57849612018-02-09 Regional differences in antihyperglycemic medication are not explained by individual socioeconomic status, regional deprivation, and regional health care services. Observational results from the German DIAB-CORE consortium Bächle, Christina Claessen, Heiner Maier, Werner Tamayo, Teresa Schunk, Michaela Rückert-Eheberg, Ina-Maria Holle, Rolf Meisinger, Christa Moebus, Susanne Jöckel, Karl-Heinz Schipf, Sabine Völzke, Henry Hartwig, Saskia Kluttig, Alexander Kroll, Lars Linnenkamp, Ute Icks, Andrea PLoS One Research Article AIMS: This population-based study sought to extend knowledge on factors explaining regional differences in type 2 diabetes mellitus medication patterns in Germany. METHODS: Individual baseline and follow-up data from four regional population-based German cohort studies (SHIP [northeast], CARLA [east], HNR [west], KORA [south]) conducted between 1997 and 2010 were pooled and merged with both data on regional deprivation and regional health care services. To analyze regional differences in any or newer anti-hyperglycemic medication, medication prevalence ratios (PRs) were estimated using multivariable Poisson regression models with a robust error variance adjusted gradually for individual and regional variables. RESULTS: The study population consisted of 1,437 people aged 45 to 74 years at baseline, (corresponding to 49 to 83 years at follow-up) with self-reported type 2 diabetes. The prevalence of receiving any anti-hyperglycemic medication was 16% higher in KORA (PR 1.16 [1.08–1.25]), 10% higher in CARLA (1.10 [1.01–1.18]), and 7% higher in SHIP (PR 1.07 [1.00–1.15]) than in HNR. The prevalence of receiving newer anti-hyperglycemic medication was 49% higher in KORA (1.49 [1.09–2.05]), 41% higher in CARLA (1.41 [1.02–1.96]) and 1% higher in SHIP (1.01 [0.72–1.41]) than in HNR, respectively. After gradual adjustment for individual variables, regional deprivation and health care services, the effects only changed slightly. CONCLUSIONS: Neither comprehensive individual factors including socioeconomic status nor regional deprivation or indicators of regional health care services were able to sufficiently explain regional differences in anti-hyperglycemic treatment in Germany. To understand the underlying causes, further research is needed. Public Library of Science 2018-01-25 /pmc/articles/PMC5784961/ /pubmed/29370228 http://dx.doi.org/10.1371/journal.pone.0191559 Text en © 2018 Bächle 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 Bächle, Christina Claessen, Heiner Maier, Werner Tamayo, Teresa Schunk, Michaela Rückert-Eheberg, Ina-Maria Holle, Rolf Meisinger, Christa Moebus, Susanne Jöckel, Karl-Heinz Schipf, Sabine Völzke, Henry Hartwig, Saskia Kluttig, Alexander Kroll, Lars Linnenkamp, Ute Icks, Andrea Regional differences in antihyperglycemic medication are not explained by individual socioeconomic status, regional deprivation, and regional health care services. Observational results from the German DIAB-CORE consortium |
title | Regional differences in antihyperglycemic medication are not explained by individual socioeconomic status, regional deprivation, and regional health care services. Observational results from the German DIAB-CORE consortium |
title_full | Regional differences in antihyperglycemic medication are not explained by individual socioeconomic status, regional deprivation, and regional health care services. Observational results from the German DIAB-CORE consortium |
title_fullStr | Regional differences in antihyperglycemic medication are not explained by individual socioeconomic status, regional deprivation, and regional health care services. Observational results from the German DIAB-CORE consortium |
title_full_unstemmed | Regional differences in antihyperglycemic medication are not explained by individual socioeconomic status, regional deprivation, and regional health care services. Observational results from the German DIAB-CORE consortium |
title_short | Regional differences in antihyperglycemic medication are not explained by individual socioeconomic status, regional deprivation, and regional health care services. Observational results from the German DIAB-CORE consortium |
title_sort | regional differences in antihyperglycemic medication are not explained by individual socioeconomic status, regional deprivation, and regional health care services. observational results from the german diab-core consortium |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5784961/ https://www.ncbi.nlm.nih.gov/pubmed/29370228 http://dx.doi.org/10.1371/journal.pone.0191559 |
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