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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
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.
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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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